[{"status":"public","page":"296 - 302","year":2019,"author":[{"last_name":"Fullen","full_name":"Fullen, Marta","first_name":"Marta"},{"last_name":"Maier","first_name":"Alexander","full_name":"Maier, Alexander","id":"11158"},{"last_name":"Nazarenko","full_name":"Nazarenko, Arthur","first_name":"Arthur"},{"full_name":"Jenderny, Sascha","last_name":"Jenderny","first_name":"Sascha"},{"last_name":"Röcker","first_name":"Carsten","id":"61525","full_name":"Röcker, Carsten"}],"citation":{"din1505-2-1":"<span style=\"font-variant:small-caps;\">Fullen, Marta</span> ; <span style=\"font-variant:small-caps;\">Maier, Alexander</span> ; <span style=\"font-variant:small-caps;\">Nazarenko, Arthur</span> ; <span style=\"font-variant:small-caps;\">Jenderny, Sascha</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition. In: <span style=\"font-variant:small-caps;\">IEEE</span> (Hrsg.): <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>. Piscataway, NJ  : IEEE, 2019, S. 296–302","chicago-de":"Fullen, Marta, Alexander Maier, Arthur Nazarenko, Sascha Jenderny und Carsten Röcker. 2019. Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition. In: <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>, hg. von IEEE, 296–302. Piscataway, NJ : IEEE. doi:<a href=\"https://doi.org/10.1109/INDIN41052.2019.8972122,\">10.1109/INDIN41052.2019.8972122,</a> .","short":"M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, C. Röcker, in: IEEE (Ed.), 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), IEEE, Piscataway, NJ , 2019, pp. 296–302.","chicago":"Fullen, Marta, Alexander Maier, Arthur Nazarenko, Sascha Jenderny, and Carsten Röcker. “Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition.” In <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>, edited by IEEE, 296–302. Piscataway, NJ : IEEE, 2019. <a href=\"https://doi.org/10.1109/INDIN41052.2019.8972122\">https://doi.org/10.1109/INDIN41052.2019.8972122</a>.","apa":"Fullen, M., Maier, A., Nazarenko, A., Jenderny, S., &#38; Röcker, C. (2019). Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition. In IEEE (Ed.), <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i> (pp. 296–302). Piscataway, NJ : IEEE. <a href=\"https://doi.org/10.1109/INDIN41052.2019.8972122\">https://doi.org/10.1109/INDIN41052.2019.8972122</a>","ufg":"<b>Fullen, Marta et. al. (2019)</b>: Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition, in: IEEE (Hg.): <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>, Piscataway, NJ , S. 296–302.","bjps":"<b>Fullen M <i>et al.</i></b> (2019) Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition. In IEEE (ed.), <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>. Piscataway, NJ : IEEE, pp. 296–302.","havard":"M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, C. Röcker, Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition, in: IEEE (Ed.), 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), IEEE, Piscataway, NJ , 2019: pp. 296–302.","mla":"Fullen, Marta, et al. “Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition.” <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>, edited by IEEE, IEEE, 2019, pp. 296–302, doi:<a href=\"https://doi.org/10.1109/INDIN41052.2019.8972122\">10.1109/INDIN41052.2019.8972122</a>.","van":"Fullen M, Maier A, Nazarenko A, Jenderny S, Röcker C. Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition. In: IEEE, editor. 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). Piscataway, NJ : IEEE; 2019. p. 296–302.","ieee":"M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, and C. Röcker, “Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition,” in <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>, IEEE, Ed. Piscataway, NJ : IEEE, 2019, pp. 296–302.","ama":"Fullen M, Maier A, Nazarenko A, Jenderny S, Röcker C. Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition. In: IEEE, ed. <i>2019 IEEE 17th International Conference on Industrial Informatics (INDIN)</i>. Piscataway, NJ : IEEE; 2019:296-302. doi:<a href=\"https://doi.org/10.1109/INDIN41052.2019.8972122\">10.1109/INDIN41052.2019.8972122</a>"},"title":"Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition","keyword":["augmented reality","computer based training","data handling","industrial training","learning (artificial intelligence)","time series"],"language":[{"iso":"eng"}],"corporate_editor":["IEEE"],"date_updated":"2023-03-15T13:49:51Z","publication":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","publication_identifier":{"issn":["2378-363X"],"isbn":["978-1-7281-2927-3"]},"date_created":"2021-01-06T13:59:10Z","publisher":"IEEE","abstract":[{"text":"Computer-aided assistance systems are entering the world of work and production. Such systems utilize augmented- and virtual-reality for operator training and live guidance as well as mobile maintenance and support. This is particularly important in the modern production reality of ever-changing products and `lot size one' customization of production.This paper focuses on the application of machine learning approach to extend the functionality of assistance systems. Machine learning provides tools to analyse large amounts of data and extract meaningful information. The goal here is to recognize the movement of an operator which would enable automatic display of instructions relevant to them.We present the challenges facing machine learning applications in human-centered assistance systems and a framework to assess machine learning approaches feasible for this scenario. The approach is assessed on a historical data set and then deployed in a work station for live testing. The post-hoc, or historical, analysis yields promising results. The ad-hoc, or live, analysis is a complex task and the results are affected by multiple factors, most of which are introduced by the human influence.The contribution of this paper is an approach to adapt state- of-the-art machine learning to operator movement recognition with a special focus on approaches to spatial time series data pre-processing. Presented experiment results validate the approach and show that it performs well in a real-world scenario.","lang":"eng"}],"department":[{"_id":"DEP5023"}],"conference":{"location":"Helsinki, Finland,","name":"17th International Conference on Industrial Informatics (INDIN)","start_date":"2019-07-22","end_date":"2019-07-25"},"publication_status":"published","_id":"4312","doi":"10.1109/INDIN41052.2019.8972122","place":"Piscataway, NJ ","user_id":"15514","type":"book_chapter"},{"date_updated":"2024-12-04T14:43:58Z","editor":[{"full_name":"Kühne, Olaf","last_name":"Kühne","first_name":"Olaf"},{"last_name":"Weber","full_name":"Weber, Florian","first_name":"Florian"},{"first_name":"Karsten","last_name":"Berr","full_name":"Berr, Karsten"},{"first_name":"Corinna","full_name":"Jenal, Corinna","last_name":"Jenal"}],"publication":"Handbuch Landschaft","publication_identifier":{"eisbn":["978-3-658-25746-0 "],"isbn":["978-3-658-25745-3"]},"date_created":"2023-04-24T09:10:13Z","keyword":["Landschaft","Kommunikation","Online-Partizipation","Web 2.0","Landschaftsplanung"],"language":[{"iso":"ger"}],"citation":{"ieee":"F. Bernstein, L. Kaußen, and B. Stemmer, “Online-Partizipation und Landschaft,” in <i>Handbuch Landschaft</i>, O. Kühne, F. Weber, K. Berr, and C. Jenal, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2019, pp. 547–558. doi: <a href=\"https://doi.org/10.1007/978-3-658-25746-0_43\">https://doi.org/10.1007/978-3-658-25746-0_43</a>.","ama":"Bernstein F, Kaußen L, Stemmer B. Online-Partizipation und Landschaft. In: Kühne O, Weber F, Berr K, Jenal C, eds. <i>Handbuch Landschaft</i>. RaumFragen: Stadt – Region – Landschaft. Springer Fachmedien Wiesbaden; 2019:547-558. doi:<a href=\"https://doi.org/10.1007/978-3-658-25746-0_43\">https://doi.org/10.1007/978-3-658-25746-0_43</a>","short":"F. Bernstein, L. Kaußen, B. Stemmer, in: O. Kühne, F. Weber, K. Berr, C. Jenal (Eds.), Handbuch Landschaft, Springer Fachmedien Wiesbaden, Wiesbaden, 2019, pp. 547–558.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Bernstein, Franziska</span> ; <span style=\"font-variant:small-caps;\">Kaußen, Lucas</span> ; <span style=\"font-variant:small-caps;\">Stemmer, Boris</span>: Online-Partizipation und Landschaft. In: <span style=\"font-variant:small-caps;\">Kühne, O.</span> ; <span style=\"font-variant:small-caps;\">Weber, F.</span> ; <span style=\"font-variant:small-caps;\">Berr, K.</span> ; <span style=\"font-variant:small-caps;\">Jenal, C.</span> (Hrsg.): <i>Handbuch Landschaft</i>, <i>RaumFragen: Stadt – Region – Landschaft</i>. Wiesbaden : Springer Fachmedien Wiesbaden, 2019, S. 547–558","chicago-de":"Bernstein, Franziska, Lucas Kaußen und Boris Stemmer. 2019. Online-Partizipation und Landschaft. In: <i>Handbuch Landschaft</i>, hg. von Olaf Kühne, Florian Weber, Karsten Berr, und Corinna Jenal, 547–558. RaumFragen: Stadt – Region – Landschaft. Wiesbaden: Springer Fachmedien Wiesbaden. doi:<a href=\"https://doi.org/10.1007/978-3-658-25746-0_43\">https://doi.org/10.1007/978-3-658-25746-0_43</a>, .","apa":"Bernstein, F., Kaußen, L., &#38; Stemmer, B. (2019). Online-Partizipation und Landschaft. In O. Kühne, F. Weber, K. Berr, &#38; C. Jenal (Eds.), <i>Handbuch Landschaft</i> (pp. 547–558). Springer Fachmedien Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-25746-0_43\">https://doi.org/10.1007/978-3-658-25746-0_43</a>","chicago":"Bernstein, Franziska, Lucas Kaußen, and Boris Stemmer. “Online-Partizipation und Landschaft.” In <i>Handbuch Landschaft</i>, edited by Olaf Kühne, Florian Weber, Karsten Berr, and Corinna Jenal, 547–58. RaumFragen: Stadt – Region – Landschaft. Wiesbaden: Springer Fachmedien Wiesbaden, 2019. <a href=\"https://doi.org/10.1007/978-3-658-25746-0_43\">https://doi.org/10.1007/978-3-658-25746-0_43</a>.","van":"Bernstein F, Kaußen L, Stemmer B. Online-Partizipation und Landschaft. In: Kühne O, Weber F, Berr K, Jenal C, editors. Handbuch Landschaft. Wiesbaden: Springer Fachmedien Wiesbaden; 2019. p. 547–58. (RaumFragen: Stadt – Region – Landschaft).","ufg":"<b>Bernstein, Franziska/Kaußen, Lucas/Stemmer, Boris</b>: Online-Partizipation und Landschaft, in: <i>Kühne, Olaf u. a. (Hgg.)</i>: Handbuch Landschaft, Wiesbaden 2019 (RaumFragen: Stadt – Region – Landschaft),  S. 547–558.","havard":"F. Bernstein, L. Kaußen, B. Stemmer, Online-Partizipation und Landschaft, in: O. Kühne, F. Weber, K. Berr, C. Jenal (Eds.), Handbuch Landschaft, Springer Fachmedien Wiesbaden, Wiesbaden, 2019: pp. 547–558.","bjps":"<b>Bernstein F, Kaußen L and Stemmer B</b> (2019) Online-Partizipation und Landschaft. In Kühne O et al. (eds), <i>Handbuch Landschaft</i>. Wiesbaden: Springer Fachmedien Wiesbaden, pp. 547–558.","mla":"Bernstein, Franziska, et al. “Online-Partizipation und Landschaft.” <i>Handbuch Landschaft</i>, edited by Olaf Kühne et al., Springer Fachmedien Wiesbaden, 2019, pp. 547–58, <a href=\"https://doi.org/10.1007/978-3-658-25746-0_43\">https://doi.org/10.1007/978-3-658-25746-0_43</a>."},"title":"Online-Partizipation und Landschaft","status":"public","page":"547–558","year":"2019","author":[{"first_name":"Franziska","id":"71900","full_name":"Bernstein, Franziska","last_name":"Bernstein"},{"last_name":"Kaußen","first_name":"Lucas","id":"52183","full_name":"Kaußen, Lucas"},{"full_name":"Stemmer, Boris","first_name":"Boris","last_name":"Stemmer","id":"64889"}],"user_id":"83781","popular_science":"1","type":"book_chapter","place":"Wiesbaden","_id":"9752","doi":"https://doi.org/10.1007/978-3-658-25746-0_43","publication_status":"published","series_title":"RaumFragen: Stadt – Region – Landschaft","publisher":"Springer Fachmedien Wiesbaden","department":[{"_id":"DEP9013"},{"_id":"DEP1310"}],"abstract":[{"text":"Kommunikation gilt als Schlüssel, sich der Wahrnehmung von Landschaften zu nähern. In der räumlichen Planung wird Beteiligung, als Mittel angesehen, um mögliche Konflikte frühzeitig zu erkennen, zu lösen oder vorzubeugen. Online-Partizipation bietet in Bezug auf das Thema Landschaft besondere Chancen und Grenzen. Dementsprechend empfiehlt sich auch bei landschaftlichen Themen ein Methoden- und Medienmix, der abgestimmt ist auf den vorhandenen Kontext, das Ziel der Beteiligung und die Planungsphase.","lang":"ger"}]},{"publication_status":"published","series_title":"RaumFragen: Stadt - Region - Landschaft","publisher":"Springer VS","department":[{"_id":"DEP9013"},{"_id":"DEP1310"}],"abstract":[{"text":"In einer empirischen Studie sollte der Zusammenhang zwischen der Ortsidentität bzw. heimatlichen Bindung und des wahrgenommenen Erholungswerts untersucht werden. Hierfür wurden Ansätze des Ortsbindungsmodells von Scannell und Gifford (Journal of Environmental Psychology, 30(1), 1–10, 2010a) sowie für der Erholungswert die Attention Restoration Theory von Kaplan und Kaplan (The experience of nature. A psychological perspective. Cambridge: Cambridge University Press) operationalisiert. Mit einem auf Fotos und Visualisierungen aus dem Forschungsvorhaben „Szenarien für den Ausbau der Erneuerbaren Energien aus Naturschutzsicht“, das durch das BfN aus Mitteln des BMUB gefördert wird, aufgebauten Onlinefragebogen wurden 452 Personen erreicht. Es zeigte sich ein starker Zusammenhang zwischen heimatlicher Bindung und Erholungswert über alle dargestellten Landschaften. Der durchgehend negative Effekt von Windenergieanlagen auf Erholungswert und der Bindung an die Heimat fiel je nach Landschaft jedoch sehr unterschiedlich aus. Insbesondere Hinweise auf einen Zusammenhang zwischen tatsächlichem Wohnort und der Wahrnehmung der Veränderungen werfen weitere Fragen auf.","lang":"ger"}],"user_id":"64889","type":"book_chapter","place":"Wiesbaden","_id":"9782","doi":"doi.org/10.1007/978-3-658-24161-2_10","citation":{"ieee":"H. Böse, B. Stemmer, N. Moczek, and M. Hofmann, “Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen,” in <i>Heimat : ein vielfältiges Konstrukt</i>, M. Hülz, O. Kühne, and F. Weber, Eds. Wiesbaden: Springer VS, 2019, pp. 179–202. doi: <a href=\"https://doi.org/doi.org/10.1007/978-3-658-24161-2_10\">doi.org/10.1007/978-3-658-24161-2_10</a>.","ama":"Böse H, Stemmer B, Moczek N, Hofmann M. Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In: Hülz M, Kühne O, Weber F, eds. <i>Heimat : ein vielfältiges Konstrukt</i>. RaumFragen: Stadt - Region - Landschaft. Springer VS; 2019:179-202. doi:<a href=\"https://doi.org/doi.org/10.1007/978-3-658-24161-2_10\">doi.org/10.1007/978-3-658-24161-2_10</a>","chicago":"Böse, Holger, Boris Stemmer, Nicola Moczek, and Mathias Hofmann. “Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen.” In <i>Heimat : ein vielfältiges Konstrukt</i>, edited by Martina Hülz, Olaf Kühne, and Florian Weber, 179–202. RaumFragen: Stadt - Region - Landschaft. Wiesbaden: Springer VS, 2019. <a href=\"https://doi.org/doi.org/10.1007/978-3-658-24161-2_10\">https://doi.org/doi.org/10.1007/978-3-658-24161-2_10</a>.","apa":"Böse, H., Stemmer, B., Moczek, N., &#38; Hofmann, M. (2019). Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In M. Hülz, O. Kühne, &#38; F. Weber (Eds.), <i>Heimat : ein vielfältiges Konstrukt</i> (pp. 179–202). Springer VS. <a href=\"https://doi.org/doi.org/10.1007/978-3-658-24161-2_10\">https://doi.org/doi.org/10.1007/978-3-658-24161-2_10</a>","ufg":"<b>Böse, Holger u. a.</b>: Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen, in: <i>Hülz, Martina/Kühne, Olaf/Weber, Florian (Hgg.)</i>: Heimat : ein vielfältiges Konstrukt, Wiesbaden 2019 (RaumFragen: Stadt - Region - Landschaft),  S. 179–202.","bjps":"<b>Böse H <i>et al.</i></b> (2019) Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In Hülz M, Kühne O and Weber F (eds), <i>Heimat : ein vielfältiges Konstrukt</i>. Wiesbaden: Springer VS, pp. 179–202.","havard":"H. Böse, B. Stemmer, N. Moczek, M. Hofmann, Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen, in: M. Hülz, O. Kühne, F. Weber (Eds.), Heimat : ein vielfältiges Konstrukt, Springer VS, Wiesbaden, 2019: pp. 179–202.","mla":"Böse, Holger, et al. “Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen.” <i>Heimat : ein vielfältiges Konstrukt</i>, edited by Martina Hülz et al., Springer VS, 2019, pp. 179–202, <a href=\"https://doi.org/doi.org/10.1007/978-3-658-24161-2_10\">https://doi.org/doi.org/10.1007/978-3-658-24161-2_10</a>.","van":"Böse H, Stemmer B, Moczek N, Hofmann M. Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In: Hülz M, Kühne O, Weber F, editors. Heimat : ein vielfältiges Konstrukt. Wiesbaden: Springer VS; 2019. p. 179–202. (RaumFragen: Stadt - Region - Landschaft).","din1505-2-1":"<span style=\"font-variant:small-caps;\">Böse, Holger</span> ; <span style=\"font-variant:small-caps;\">Stemmer, Boris</span> ; <span style=\"font-variant:small-caps;\">Moczek, Nicola</span> ; <span style=\"font-variant:small-caps;\">Hofmann, Mathias</span>: Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In: <span style=\"font-variant:small-caps;\">Hülz, M.</span> ; <span style=\"font-variant:small-caps;\">Kühne, O.</span> ; <span style=\"font-variant:small-caps;\">Weber, F.</span> (Hrsg.): <i>Heimat : ein vielfältiges Konstrukt</i>, <i>RaumFragen: Stadt - Region - Landschaft</i>. Wiesbaden : Springer VS, 2019, S. 179–202","chicago-de":"Böse, Holger, Boris Stemmer, Nicola Moczek und Mathias Hofmann. 2019. Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen. In: <i>Heimat : ein vielfältiges Konstrukt</i>, hg. von Martina Hülz, Olaf Kühne, und Florian Weber, 179–202. RaumFragen: Stadt - Region - Landschaft. Wiesbaden: Springer VS. doi:<a href=\"https://doi.org/doi.org/10.1007/978-3-658-24161-2_10\">doi.org/10.1007/978-3-658-24161-2_10</a>, .","short":"H. Böse, B. Stemmer, N. Moczek, M. Hofmann, in: M. Hülz, O. Kühne, F. Weber (Eds.), Heimat : ein vielfältiges Konstrukt, Springer VS, Wiesbaden, 2019, pp. 179–202."},"title":"Die Bedeutung der Ortsidentität für die Landschaftswahrnehmung am Beispiel von Windenergieanlagen","status":"public","page":"179-202","author":[{"last_name":"Böse","full_name":"Böse, Holger","first_name":"Holger"},{"id":"64889","first_name":"Boris","last_name":"Stemmer","full_name":"Stemmer, Boris"},{"first_name":"Nicola","full_name":"Moczek, Nicola","last_name":"Moczek"},{"full_name":"Hofmann, Mathias","last_name":"Hofmann","first_name":"Mathias"}],"year":"2019","date_updated":"2024-04-18T09:18:15Z","editor":[{"first_name":"Martina","last_name":"Hülz","full_name":"Hülz, Martina"},{"first_name":"Olaf","last_name":"Kühne","full_name":"Kühne, Olaf"},{"full_name":"Weber, Florian","first_name":"Florian","last_name":"Weber"}],"publication":"Heimat : ein vielfältiges Konstrukt","publication_identifier":{"isbn":["978-3-658-24160-5"],"eisbn":["978-3-658-24161-2"]},"date_created":"2023-04-24T09:10:39Z","keyword":["Landschaftswahrnehmung","Windenergie","Energiewende","Empirische Sozialforschung","Online-Befragung","Landschaftsplanung"],"language":[{"iso":"ger"}]},{"user_id":"45673","type":"conference","doi":"10.1109/WFCS.2018.8402380","_id":"4327","place":"Piscataway, NJ","publication_status":"published","publisher":"IEEE","abstract":[{"text":"In ever changing world, the industrial systems become more and more complex. Machine feedback in the form of alarms and notifications, due to its growing volume, becomes overwhelming for the operator. In addition, expectations in relation to system availability are growing as well. Therefore, there exists strong need for new solutions guaranteeing fast troubleshooting of problems that arise during system operation. The approach proposed in this study uses advantages of the Asset Administration Shell, machine learning, and human-machine interaction in order to create the assistance system which holistically addresses the issue of troubleshooting complex industrial systems.","lang":"eng"}],"conference":{"location":"Imperia, Italy ","name":"14th IEEE International Workshop on Factory Communication Systems (WFCS)","end_date":"2018-06-15","start_date":"2018-06-13"},"department":[{"_id":"DEP5023"},{"_id":"DEP5019"}],"date_updated":"2023-03-15T13:49:52Z","date_created":"2021-01-08T08:26:30Z","publication_identifier":{"eisbn":["978-1-5386-1066-4"]},"publication":"14th IEEE International Workshop on Factory Communication Systems (WFCS)","language":[{"iso":"eng"}],"keyword":["Maintenance engineering","Adaptation models","Machine learning","Data models","Standards","Software","Bayes methods"],"oa":"1","citation":{"ieee":"D. Lang <i>et al.</i>, “Assistance System to Support Troubleshooting of Complex Industrial Systems,” in <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>, Imperia, Italy , 2018.","ama":"Lang D, Wunderlich P, Heinz M, et al. Assistance System to Support Troubleshooting of Complex Industrial Systems. In: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE; 2018. doi:<a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">10.1109/WFCS.2018.8402380</a>","apa":"Lang, D., Wunderlich, P., Heinz, M., Wisniewski, L., Jasperneite, J., Niggemann, O., &#38; Röcker, C. (2018). Assistance System to Support Troubleshooting of Complex Industrial Systems. In <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE. <a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">https://doi.org/10.1109/WFCS.2018.8402380</a>","chicago":"Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen Jasperneite, Oliver Niggemann, and Carsten Röcker. “Assistance System to Support Troubleshooting of Complex Industrial Systems.” In <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE, 2018. <a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">https://doi.org/10.1109/WFCS.2018.8402380</a>.","van":"Lang D, Wunderlich P, Heinz M, Wisniewski L, Jasperneite J, Niggemann O, et al. Assistance System to Support Troubleshooting of Complex Industrial Systems. In: 14th IEEE International Workshop on Factory Communication Systems (WFCS). Piscataway, NJ: IEEE; 2018.","bjps":"<b>Lang D <i>et al.</i></b> (2018) Assistance System to Support Troubleshooting of Complex Industrial Systems. <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE.","mla":"Lang, Dorota, et al. “Assistance System to Support Troubleshooting of Complex Industrial Systems.” <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>, IEEE, 2018, doi:<a href=\"https://doi.org/10.1109/WFCS.2018.8402380\">10.1109/WFCS.2018.8402380</a>.","havard":"D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann, C. Röcker, Assistance System to Support Troubleshooting of Complex Industrial Systems, in: 14th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, Piscataway, NJ, 2018.","ufg":"<b>Lang, Dorota et. al. (2018)</b>: Assistance System to Support Troubleshooting of Complex Industrial Systems, in: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>, Piscataway, NJ.","short":"D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann, C. Röcker, in: 14th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, Piscataway, NJ, 2018.","chicago-de":"Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen Jasperneite, Oliver Niggemann und Carsten Röcker. 2018. Assistance System to Support Troubleshooting of Complex Industrial Systems. In: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ: IEEE. doi:<a href=\"https://doi.org/10.1109/WFCS.2018.8402380,\">10.1109/WFCS.2018.8402380,</a> .","din1505-2-1":"<span style=\"font-variant:small-caps;\">Lang, Dorota</span> ; <span style=\"font-variant:small-caps;\">Wunderlich, Paul</span> ; <span style=\"font-variant:small-caps;\">Heinz, Mario</span> ; <span style=\"font-variant:small-caps;\">Wisniewski, Lukasz</span> ; <span style=\"font-variant:small-caps;\">Jasperneite, Jürgen</span> ; <span style=\"font-variant:small-caps;\">Niggemann, Oliver</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Assistance System to Support Troubleshooting of Complex Industrial Systems. In: <i>14th IEEE International Workshop on Factory Communication Systems (WFCS)</i>. Piscataway, NJ : IEEE, 2018"},"title":"Assistance System to Support Troubleshooting of Complex Industrial Systems","status":"public","year":2018,"author":[{"first_name":"Dorota","id":"68941","full_name":"Lang, Dorota","last_name":"Lang"},{"last_name":"Wunderlich","full_name":"Wunderlich, Paul","id":"52317","first_name":"Paul"},{"full_name":"Heinz, Mario","first_name":"Mario","id":"68913","last_name":"Heinz"},{"first_name":"Lukasz","full_name":"Wisniewski, Lukasz","id":"1710","last_name":"Wisniewski"},{"full_name":"Jasperneite, Jürgen","first_name":"Jürgen","id":"1899","last_name":"Jasperneite"},{"first_name":"Oliver","full_name":"Niggemann, Oliver","last_name":"Niggemann","id":"10876"},{"id":"61525","last_name":"Röcker","full_name":"Röcker, Carsten","first_name":"Carsten"}],"main_file_link":[{"open_access":"1"}]},{"_id":"9650","place":"Padova","type":"conference_editor_article","user_id":"45673","abstract":[{"lang":"eng","text":"In Germany, there is much academic discourse on and scientific inquiry into pedagogical issues of science teaching and learning at the school level. Concepts like ‘Bildung’ (inquiry-based self-formation) or ‘Didaktik’ (instruction-based reflections on teaching) are almost directly associated with institutions or actors rooted in pedagogical departments. Unfortunately, those departments rarely focus on issues of science teaching and learning at the University level – and if they do so, they most often try to apply conceptions and models borrowed from upper or post-secondary education. The few research-based institutions that address specific issues of higher education are commonly fitted out so that they are nowhere near the impacts of research institutions covering teaching methodology in primary or secondary education, for example. Yet from an international perspective, the university as an institution does hold a great potential to improve educational practice in a systematic, cross-disciplinary and research-based way. Around the globe, more and more institutions rely on the notion of scholarship in this context: ‘The improvement of learning and teaching is dependent upon the development of scholarship and research in teaching’ (Prosser & Trigwell, 1999, p. 8). If incorporated at the heart of tertiary education, scholarship could contribute to develop new faculty in the German higher-educational sector.\r\n"}],"department":[{"_id":"DEP2000"}],"conference":{"end_date":"2018-03-23","start_date":"2018-03-22","name":"New Perspectives in Science Education - 7th Edition ","location":"Florence, Italy"},"publisher":"libreriauniversitaria.it edizioni","publication_status":"published","oa":"1","language":[{"iso":"eng"}],"keyword":["Scholarship of Teaching and Learning","Scholarship of Academic Development","Higher Education","community building"],"edition":"7","date_created":"2023-03-23T09:16:24Z","publication":" International Conference New Perspectives in Science Education ","publication_identifier":{"eisbn":["978-88-6292-976-9"]},"corporate_editor":["PIXEL"],"related_material":{"link":[{"url":"https://conference.pixel-online.net/library_scheda.php?id_abs=2911","relation":"other"},{"url":"https://conference.pixel-online.net/files/npse/ed0007/FP/3516-SSE2911-FP-NPSE7.pdf","relation":"other"}]},"date_updated":"2023-04-05T09:17:06Z","main_file_link":[{"open_access":"1"}],"year":"2018","author":[{"orcid":"https://orcid.org/0000-0002-7043-5582","first_name":"Tobias","id":"71782","last_name":"Schmohl","full_name":"Schmohl, Tobias"}],"status":"public","title":"Towards a New Scholarship of German Science Education","citation":{"ieee":"T. Schmohl, <i>Towards a New Scholarship of German Science Education</i>, 7th ed. Padova: libreriauniversitaria.it edizioni, 2018.","ama":"Schmohl T. <i>Towards a New Scholarship of German Science Education</i>. 7th ed. (PIXEL, ed.). libreriauniversitaria.it edizioni; 2018.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Schmohl, Tobias</span> ; <span style=\"font-variant:small-caps;\">PIXEL</span> (Hrsg.): <i>Towards a New Scholarship of German Science Education</i>. 7. Aufl. Padova : libreriauniversitaria.it edizioni, 2018","chicago-de":"Schmohl, Tobias. 2018. <i>Towards a New Scholarship of German Science Education</i>. Hg. von PIXEL. <i> International Conference New Perspectives in Science Education </i>. 7. Aufl. Padova: libreriauniversitaria.it edizioni.","short":"T. Schmohl, Towards a New Scholarship of German Science Education, 7th ed., libreriauniversitaria.it edizioni, Padova, 2018.","chicago":"Schmohl, Tobias. <i>Towards a New Scholarship of German Science Education</i>. Edited by PIXEL. <i> International Conference New Perspectives in Science Education </i>. 7th ed. Padova: libreriauniversitaria.it edizioni, 2018.","apa":"Schmohl, T. (2018). Towards a New Scholarship of German Science Education. In PIXEL (Ed.), <i> International Conference New Perspectives in Science Education </i> (7th ed.). libreriauniversitaria.it edizioni.","ufg":"<b>Schmohl, Tobias</b>: Towards a New Scholarship of German Science Education, hg. von PIXEL, Padova <sup>7</sup>2018.","mla":"Schmohl, Tobias. “Towards a New Scholarship of German Science Education.” <i> International Conference New Perspectives in Science Education </i>, edited by PIXEL, 7th ed., libreriauniversitaria.it edizioni, 2018.","havard":"T. Schmohl, Towards a New Scholarship of German Science Education, 7th ed., libreriauniversitaria.it edizioni, Padova, 2018.","bjps":"<b>Schmohl T</b> (2018) <i>Towards a New Scholarship of German Science Education</i>, 7th ed., PIXEL (ed.). Padova: libreriauniversitaria.it edizioni.","van":"Schmohl T. Towards a New Scholarship of German Science Education. 7th ed. PIXEL, editor.  International Conference New Perspectives in Science Education . Padova: libreriauniversitaria.it edizioni; 2018."}},{"publication_status":"published","conference":{"start_date":"2017-06-08","end_date":"2017-06-09","name":"The Future of Education","location":"Florenz"},"department":[{"_id":"DEP2000"},{"_id":"DEP1200"}],"publisher":"Libreriauniversitaria.it","quality_controlled":"1","type":"conference_editor_article","user_id":"79260","intvolume":"         7","place":"Bologna","_id":"7592","title":"The research—education nexus: Basic premises and practical application of the \"Scholarship\" movement","citation":{"apa":"Schmohl, T. (2017). <i>The research—education nexus: Basic premises and practical application of the “Scholarship” movement</i>. <i>The Future of Education</i> (Vol. 7, pp. 317–321). Bologna: Libreriauniversitaria.it.","ieee":"T. Schmohl, <i>The research—education nexus: Basic premises and practical application of the “Scholarship” movement</i>, vol. 7. Bologna: Libreriauniversitaria.it, 2017, pp. 317–321.","chicago":"Schmohl, Tobias. <i>The Research—Education Nexus: Basic Premises and Practical Application of the “Scholarship” Movement</i>. <i>The Future of Education</i>. Vol. 7. Bologna: Libreriauniversitaria.it, 2017.","van":"Schmohl T. The research—education nexus: Basic premises and practical application of the “Scholarship” movement. Vol. 7, The Future of Education. Bologna: Libreriauniversitaria.it; 2017.","ama":"Schmohl T. <i>The Research—Education Nexus: Basic Premises and Practical Application of the “Scholarship” Movement</i>. Vol 7. Bologna: Libreriauniversitaria.it; 2017:317-321.","ufg":"<b>Schmohl, Tobias (2017)</b>: The research—education nexus: Basic premises and practical application of the „Scholarship“ movement (=<i> 7</i>), Bologna.","havard":"T. Schmohl, The research—education nexus: Basic premises and practical application of the “Scholarship” movement, Libreriauniversitaria.it, Bologna, 2017.","mla":"Schmohl, Tobias. “The Research—Education Nexus: Basic Premises and Practical Application of the ‘Scholarship’ Movement.” <i>The Future of Education</i>, vol. 7, Libreriauniversitaria.it, 2017, pp. 317–21.","bjps":"<b>Schmohl T</b> (2017) <i>The Research—Education Nexus: Basic Premises and Practical Application of the ‘Scholarship’ Movement</i>. Bologna: Libreriauniversitaria.it.","short":"T. Schmohl, The Research—Education Nexus: Basic Premises and Practical Application of the “Scholarship” Movement, Libreriauniversitaria.it, Bologna, 2017.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Schmohl, Tobias</span>: <i>The research—education nexus: Basic premises and practical application of the „Scholarship“ movement</i>. Bd. 7. Bologna : Libreriauniversitaria.it, 2017","chicago-de":"Schmohl, Tobias. 2017. <i>The research—education nexus: Basic premises and practical application of the „Scholarship“ movement</i>. <i>The Future of Education</i>. Bd. 7. Bologna: Libreriauniversitaria.it."},"volume":7,"main_file_link":[{"open_access":"1","url":"https://conference.pixel-online.net/FOE/files/foe/ed0007/FP/3516-ICL2488-FP-FOE7.pdf"}],"year":2017,"author":[{"orcid":"https://orcid.org/0000-0002-7043-5582","last_name":"Schmohl","full_name":"Schmohl, Tobias","id":"71782","first_name":"Tobias"}],"status":"public","page":"317-321","publication":"The Future of Education","publication_identifier":{"isbn":[" ‎ 978-8862928687"]},"date_created":"2022-04-14T11:05:45Z","date_updated":"2023-03-15T13:50:10Z","oa":"1","keyword":["Scholarship of Academic Development","Scholarship of Teaching and Learning"],"language":[{"iso":"eng"}]},{"date_updated":"2023-03-15T13:49:51Z","editor":[{"last_name":"Holzinger","full_name":"Holzinger, Andreas","first_name":"Andreas"}],"publication_identifier":{"isbn":["978-3-319-66807-9"],"eisbn":["9783319668086 "]},"publication":" Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings","date_created":"2020-12-10T13:40:04Z","keyword":["Alarm flood reduction","Machine learning","Assistive system"],"language":[{"iso":"eng"}],"oa":"1","volume":10410,"citation":{"ufg":"<b>Büttner, Sebastian et. al. (2017)</b>: Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction, in: Andreas Holzinger (Hg.): <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i> (=<i>Lecture Notes in Computer Science  10410</i>), Cham, S. 69–82.","mla":"Büttner, Sebastian, et al. “Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.” <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i>, edited by Andreas Holzinger, vol. 10410, Springer, 2017, pp. 69–82.","bjps":"<b>Büttner S <i>et al.</i></b> (2017) Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In Holzinger A (ed.), <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i>, vol. 10410. Cham: Springer, pp. 69–82.","havard":"S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction, in: A. Holzinger (Ed.),  Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham, 2017: pp. 69–82.","van":"Büttner S, Wunderlich P, Heinz M, Niggemann O, Röcker C. Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In: Holzinger A, editor.  Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 84, 89, 129 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings. Cham: Springer; 2017. p. 69–82. (Lecture Notes in Computer Science ; vol. 10410).","chicago":"Büttner, Sebastian, Paul Wunderlich, Mario Heinz, Oliver Niggemann, and Carsten Röcker. “Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.” In <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i>, edited by Andreas Holzinger, 10410:69–82. Lecture Notes in Computer Science . Cham: Springer, 2017.","apa":"Büttner, S., Wunderlich, P., Heinz, M., Niggemann, O., &#38; Röcker, C. (2017). Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In A. Holzinger (Ed.), <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i> (Vol. 10410, pp. 69–82). Cham: Springer.","chicago-de":"Büttner, Sebastian, Paul Wunderlich, Mario Heinz, Oliver Niggemann und Carsten Röcker. 2017. Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In: <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i>, hg. von Andreas Holzinger, 10410:69–82. Lecture Notes in Computer Science . Cham: Springer.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Büttner, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Wunderlich, Paul</span> ; <span style=\"font-variant:small-caps;\">Heinz, Mario</span> ; <span style=\"font-variant:small-caps;\">Niggemann, Oliver</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In: <span style=\"font-variant:small-caps;\">Holzinger, A.</span> (Hrsg.): <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i>, <i>Lecture Notes in Computer Science </i>. Bd. 10410. Cham : Springer, 2017, S. 69–82","short":"S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, in: A. Holzinger (Ed.),  Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham, 2017, pp. 69–82.","ama":"Büttner S, Wunderlich P, Heinz M, Niggemann O, Röcker C. Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In: Holzinger A, ed. <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i>. Vol 10410. Lecture Notes in Computer Science . Cham: Springer; 2017:69-82.","ieee":"S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, and C. Röcker, “Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction,” in <i> Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings</i>, Reggio, Italy, 2017, vol. 10410, pp. 69–82."},"title":"Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction","status":"public","page":"69-82","year":2017,"author":[{"id":"61868","first_name":"Sebastian","full_name":"Büttner, Sebastian","last_name":"Büttner"},{"first_name":"Paul","id":"52317","last_name":"Wunderlich","full_name":"Wunderlich, Paul"},{"last_name":"Heinz","first_name":"Mario","id":"68913","full_name":"Heinz, Mario"},{"first_name":"Oliver","id":"10876","last_name":"Niggemann","full_name":"Niggemann, Oliver"},{"first_name":"Carsten","id":"61525","full_name":"Röcker, Carsten","last_name":"Röcker"}],"main_file_link":[{"open_access":"1"}],"user_id":"15514","intvolume":"     10410","type":"conference","place":"Cham","_id":"4254","publication_status":"published","series_title":"Lecture Notes in Computer Science ","publisher":"Springer","conference":{"start_date":"2017-08-29","end_date":"2017-09-01","name":"International Cross-Domain Conference, CD-MAKE 2017","location":"Reggio, Italy"},"department":[{"_id":"DEP5023"}],"abstract":[{"text":"The current trend of integrating machines and factories into cyber-physical systems (CPS) creates an enormous complexity for operators of such systems. Especially the search for the root cause of cascading failures becomes highly time-consuming. Within this paper, we address the question on how to help human users to better and faster understand root causes of such situations. We propose a concept of interactive alarm flood reduction and present the implementation of a first vertical prototype for such a system. We consider this prototype as a first artifact to be discussed by the research community and aim towards an incremental further development of the system in order to support humans in complex error situations.","lang":"eng"}]},{"_id":"811","keyword":["E-Learning","eLearning"],"place":"Lemgo","language":[{"iso":"ger"}],"has_accepted_license":"1","file_date_updated":"2019-04-05T13:36:10Z","user_id":"45673","date_updated":"2023-03-15T13:50:13Z","supervisor":[{"first_name":"Heizo","last_name":"Schulze","full_name":"Schulze, Heizo","id":"29126"},{"first_name":"Aristotelis","full_name":"Had-jakos, Aristotelis","last_name":"Had-jakos"}],"type":"bachelor_thesis","date_created":"2019-04-05T13:36:50Z","publisher":"Hochschule Ostwestfalen-Lippe","status":"public","page":"60","year":2017,"author":[{"first_name":"Freda","last_name":"Böhl","id":"60139","full_name":"Böhl, Freda"}],"ddc":["370"],"department":[{"_id":"DEP2001"}],"citation":{"ufg":"<b>Böhl, Freda (2017)</b>: eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion, Lemgo.","havard":"F. Böhl, eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion, Hochschule Ostwestfalen-Lippe, Lemgo, 2017.","mla":"Böhl, Freda. <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Hochschule Ostwestfalen-Lippe, 2017.","bjps":"<b>Böhl F</b> (2017) <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","van":"Böhl F. eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion. Lemgo: Hochschule Ostwestfalen-Lippe; 2017. 60 p.","ama":"Böhl F. <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Lemgo: Hochschule Ostwestfalen-Lippe; 2017.","chicago":"Böhl, Freda. <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2017.","apa":"Böhl, F. (2017). <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","ieee":"F. Böhl, <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2017.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Böhl, Freda</span>: <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2017","chicago-de":"Böhl, Freda. 2017. <i>eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","short":"F. Böhl, eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion, Hochschule Ostwestfalen-Lippe, Lemgo, 2017."},"publication_status":"published","file":[{"access_level":"closed","file_name":"BA_eLearning in der Hochschullehre.pdf","date_created":"2019-04-05T13:36:10Z","content_type":"application/pdf","file_id":"812","file_size":1626480,"relation":"main_file","creator":"6bl-f5s","date_updated":"2019-04-05T13:36:10Z"}],"title":"eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion"},{"type":"book_chapter","intvolume":"      9605","user_id":"15514","doi":"10.1007/978-3-319-50478-0_18","_id":"4298","place":"Cham, CH","series_title":"Lecture Notes in Computer Science /  Lecture Notes in Artificial Intelligence ","publication_status":"published","abstract":[{"lang":"eng","text":"In this paper, we present the current state-of-the-art of decision making (DM) and machine learning (ML) and bridge the two research domains to create an integrated approach of complex problem solving based on human and computational agents. We present a novel classification of ML, emphasizing the human-in-the-loop in interactive ML (iML) and more specific on collaborative interactive ML (ciML), which we understand as a deep integrated version of iML, where humans and algorithms work hand in hand to solve complex problems. Both humans and computers have specific strengths and weaknesses and integrating humans into machine learning processes might be a very efficient way for tackling problems. This approach bears immense research potential for various domains, e.g., in health informatics or in industrial applications. We outline open questions and name future challenges that have to be addressed by the research community to enable the use of collaborative interactive machine learning for problem solving in a large scale."}],"department":[{"_id":"DEP5023"}],"publisher":"Springer","date_created":"2020-12-22T14:11:00Z","publication_identifier":{"eisbn":["978-3-319-50478-0 "],"isbn":["978-3-319-50477-3 "]},"publication":"Machine Learning for Health Informatics : State-of-the-Art and Future Challenges ","editor":[{"last_name":"Holzinger","full_name":"Holzinger, Andreas","first_name":"Andreas"}],"date_updated":"2023-03-15T13:49:51Z","language":[{"iso":"eng"}],"keyword":["Decision making","Reasoning","Interactive machine learning","Collaborative interactive machine learning"],"title":"Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning","volume":9605,"citation":{"din1505-2-1":"<span style=\"font-variant:small-caps;\">Robert, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Büttner, Sebastian</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span> ; <span style=\"font-variant:small-caps;\">Holzinger, Andreas</span>: Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In: <span style=\"font-variant:small-caps;\">Holzinger, A.</span> (Hrsg.): <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i>, <i>Lecture Notes in Computer Science /  Lecture Notes in Artificial Intelligence </i>. Bd. 9605. Cham, CH : Springer, 2016, S. 357–376","chicago-de":"Robert, Sebastian, Sebastian Büttner, Carsten Röcker und Andreas Holzinger. 2016. Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In: <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i>, hg. von Andreas Holzinger, 9605:357–376. Lecture Notes in Computer Science /  Lecture Notes in Artificial Intelligence . Cham, CH: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-319-50478-0_18,\">10.1007/978-3-319-50478-0_18,</a> .","short":"S. Robert, S. Büttner, C. Röcker, A. Holzinger, in: A. Holzinger (Ed.), Machine Learning for Health Informatics : State-of-the-Art and Future Challenges , Springer, Cham, CH, 2016, pp. 357–376.","ufg":"<b>Robert, Sebastian et. al. (2016)</b>: Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning, in: Andreas Holzinger (Hg.): <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i> (=<i>Lecture Notes in Computer Science /  Lecture Notes in Artificial Intelligence  9605</i>), Cham, CH, S. 357–376.","havard":"S. Robert, S. Büttner, C. Röcker, A. Holzinger, Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning, in: A. Holzinger (Ed.), Machine Learning for Health Informatics : State-of-the-Art and Future Challenges , Springer, Cham, CH, 2016: pp. 357–376.","bjps":"<b>Robert S <i>et al.</i></b> (2016) Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In Holzinger A (ed.), <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i>, vol. 9605. Cham, CH: Springer, pp. 357–376.","mla":"Robert, Sebastian, et al. “Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning.” <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i>, edited by Andreas Holzinger, vol. 9605, Springer, 2016, pp. 357–76, doi:<a href=\"https://doi.org/10.1007/978-3-319-50478-0_18\">10.1007/978-3-319-50478-0_18</a>.","van":"Robert S, Büttner S, Röcker C, Holzinger A. Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In: Holzinger A, editor. Machine Learning for Health Informatics : State-of-the-Art and Future Challenges . Cham, CH: Springer; 2016. p. 357–76. (Lecture Notes in Computer Science /  Lecture Notes in Artificial Intelligence ; vol. 9605).","chicago":"Robert, Sebastian, Sebastian Büttner, Carsten Röcker, and Andreas Holzinger. “Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning.” In <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i>, edited by Andreas Holzinger, 9605:357–76. Lecture Notes in Computer Science /  Lecture Notes in Artificial Intelligence . Cham, CH: Springer, 2016. <a href=\"https://doi.org/10.1007/978-3-319-50478-0_18\">https://doi.org/10.1007/978-3-319-50478-0_18</a>.","apa":"Robert, S., Büttner, S., Röcker, C., &#38; Holzinger, A. (2016). Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In A. Holzinger (Ed.), <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i> (Vol. 9605, pp. 357–376). Cham, CH: Springer. <a href=\"https://doi.org/10.1007/978-3-319-50478-0_18\">https://doi.org/10.1007/978-3-319-50478-0_18</a>","ama":"Robert S, Büttner S, Röcker C, Holzinger A. Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In: Holzinger A, ed. <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i>. Vol 9605. Lecture Notes in Computer Science /  Lecture Notes in Artificial Intelligence . Cham, CH: Springer; 2016:357-376. doi:<a href=\"https://doi.org/10.1007/978-3-319-50478-0_18\">10.1007/978-3-319-50478-0_18</a>","ieee":"S. Robert, S. Büttner, C. Röcker, and A. Holzinger, “Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning,” in <i>Machine Learning for Health Informatics : State-of-the-Art and Future Challenges </i>, vol. 9605, A. Holzinger, Ed. Cham, CH: Springer, 2016, pp. 357–376."},"year":2016,"author":[{"full_name":"Robert, Sebastian","last_name":"Robert","first_name":"Sebastian"},{"first_name":"Sebastian","last_name":"Büttner","id":"61868","full_name":"Büttner, Sebastian"},{"last_name":"Röcker","id":"61525","full_name":"Röcker, Carsten","first_name":"Carsten"},{"first_name":"Andreas","full_name":"Holzinger, Andreas","last_name":"Holzinger"}],"page":"357-376","status":"public"},{"page":"212","status":"public","urn":"urn:nbn:de:101:1-2017012027422","publisher":"epubli, Selbstverlag des Vereins Medienwerk e.V.","department":[{"_id":"DEP2007"}],"ddc":["070"],"year":"2016","author":[{"first_name":"Melina","last_name":"Führer","full_name":"Führer, Melina","id":"54971"},{"id":"56827","last_name":"Nehrkorn","full_name":"Nehrkorn, Katharina Zoe","first_name":"Katharina Zoe"},{"full_name":"Rutkowski, Lutz","last_name":"Rutkowski","id":"57494","first_name":"Lutz"},{"first_name":"Carolin","full_name":"Wistinghausen, Carolin","last_name":"Wistinghausen","id":"57332"},{"first_name":"Lena","last_name":"Werner","full_name":"Werner, Lena","id":"56678"},{"id":"57314","last_name":"Urfels","full_name":"Urfels, Ole Vincent","first_name":"Ole Vincent"},{"last_name":"Werthschulte","first_name":"Carolin","id":"51053","full_name":"Werthschulte, Carolin"}],"abstract":[{"text":"Die Studierenden des Bachelorstudiengangs Medienproduktion an der Hochschule Ostwestfalen-Lippe haben sich im Wintersemester 2015/16 gezielt mit der mobilen Berichterstattung im Hörfunk, dem Bereich WebDoku oder auch dem Phänomen des Printmagazins Landlust beschäftigt. Dabei haben Sie im Semesterverlauf neben Fachvorträgen und selbst entwickelten Workshops erste eigene wissenschaftliche Artikel verfasst, von denen eine Auswahl Eingang in diesen Seminarband gefunden hat. Sie spiegeln sowohl unterschiedliche Erfahrungen der Studierenden als auch unterschiedliche Herangehensweisen an die bearbeiteten Themen wider. Gleichzeitig sind sie eine Momentaufnahme in Zeiten der ständig voranschreitenden Medienkonvergenz. ","lang":"ger"}],"publication_status":"published","citation":{"short":"M. Führer, K.Z. Nehrkorn, L. Rutkowski, C. Wistinghausen, L. Werner, O.V. Urfels, C. Werthschulte, Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe, epubli, Selbstverlag des Vereins Medienwerk e.V., Berlin, Lemgo, 2016.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Führer, Melina</span> ; <span style=\"font-variant:small-caps;\">Nehrkorn, Katharina Zoe</span> ; <span style=\"font-variant:small-caps;\">Rutkowski, Lutz</span> ; <span style=\"font-variant:small-caps;\">Wistinghausen, Carolin</span> ; <span style=\"font-variant:small-caps;\">Werner, Lena</span> ; <span style=\"font-variant:small-caps;\">Urfels, Ole Vincent</span> ; <span style=\"font-variant:small-caps;\">Werthschulte, Carolin</span> ; <span style=\"font-variant:small-caps;\">Lechtenberg, F.</span> (Hrsg.): <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i>. Berlin, Lemgo : epubli, Selbstverlag des Vereins Medienwerk e.V., 2016","chicago-de":"Führer, Melina, Katharina Zoe Nehrkorn, Lutz Rutkowski, Carolin Wistinghausen, Lena Werner, Ole Vincent Urfels und Carolin Werthschulte. 2016. <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i>. Hg. von Frank Lechtenberg. Berlin, Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V.","apa":"Führer, M., Nehrkorn, K. Z., Rutkowski, L., Wistinghausen, C., Werner, L., Urfels, O. V., &#38; Werthschulte, C. (2016). <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i> (F. Lechtenberg, Ed.). epubli, Selbstverlag des Vereins Medienwerk e.V.","chicago":"Führer, Melina, Katharina Zoe Nehrkorn, Lutz Rutkowski, Carolin Wistinghausen, Lena Werner, Ole Vincent Urfels, and Carolin Werthschulte. <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i>. Edited by Frank Lechtenberg. Berlin, Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V., 2016.","van":"Führer M, Nehrkorn KZ, Rutkowski L, Wistinghausen C, Werner L, Urfels OV, et al. Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe. Lechtenberg F, editor. Berlin, Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V.; 2016. 212 p.","mla":"Führer, Melina, et al. <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i>. Edited by Frank Lechtenberg, epubli, Selbstverlag des Vereins Medienwerk e.V., 2016.","bjps":"<b>Führer M <i>et al.</i></b> (2016) <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i>, Lechtenberg F (ed.). Berlin, Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V.","havard":"M. Führer, K.Z. Nehrkorn, L. Rutkowski, C. Wistinghausen, L. Werner, O.V. Urfels, C. Werthschulte, Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe, epubli, Selbstverlag des Vereins Medienwerk e.V., Berlin, Lemgo, 2016.","ufg":"<b>Führer, Melina u. a.</b>: Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe, hg. von Lechtenberg, Frank, Berlin, Lemgo 2016.","ieee":"M. Führer <i>et al.</i>, <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i>. Berlin, Lemgo: epubli, Selbstverlag des Vereins Medienwerk e.V., 2016.","ama":"Führer M, Nehrkorn KZ, Rutkowski L, et al. <i>Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe</i>. (Lechtenberg F, ed.). epubli, Selbstverlag des Vereins Medienwerk e.V.; 2016."},"title":"Perspektiven im Journalismus Ein Seminarband des Kurses Journalismus 2 im Sommersemester 2015 an der Hochschule Ostwestfalen-Lippe","language":[{"iso":"ger"}],"place":"Berlin, Lemgo","keyword":["Landlust","Journalismus","Journalisten","Reportage","Bildmanipulation","Online","Fernsehreportage","Krisenberichterstattung"],"_id":"946","date_updated":"2023-03-21T08:31:14Z","user_id":"15514","editor":[{"id":"10784","first_name":"Frank","full_name":"Lechtenberg, Frank","last_name":"Lechtenberg"}],"type":"book","date_created":"2019-04-09T12:11:14Z","publication_identifier":{"eisbn":["978-3-7418-5001-1"],"isbn":["978-3-7418-6027-0 "]}},{"date_updated":"2023-03-15T13:50:18Z","user_id":"15514","file_date_updated":"2019-04-11T07:19:56Z","date_created":"2019-04-11T07:18:18Z","type":"bachelor_thesis","supervisor":[{"first_name":"Heizo","full_name":"Schulze, Heizo","id":"29126","last_name":"Schulze"},{"full_name":"Pieniak, Jan","id":"49037","last_name":"Pieniak","first_name":"Jan"}],"language":[{"iso":"eng"}],"place":"Lemgo","keyword":["Marketingstrategie","Online-Marketing","Virtuelle Realität"],"_id":"957","has_accepted_license":"1","file":[{"date_updated":"2019-04-11T07:19:56Z","creator":"hemke","relation":"main_file","file_name":"Bachelorarbeit_NadineKrips.pdf","date_created":"2019-04-11T07:19:56Z","content_type":"application/pdf","file_size":825979,"file_id":"958","access_level":"closed"}],"citation":{"ieee":"N. Krips, <i>Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2016.","ama":"Krips N. <i>Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten Und Gründe Gegebener Misserfolge</i>. Lemgo: Hochschule Ostwestfalen-Lippe; 2016.","apa":"Krips, N. (2016). <i>Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","chicago":"Krips, Nadine. <i>Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten Und Gründe Gegebener Misserfolge</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2016.","van":"Krips N. Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge. Lemgo: Hochschule Ostwestfalen-Lippe; 2016. 36 p.","ufg":"<b>Krips, Nadine (2016)</b>: Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge, Lemgo.","havard":"N. Krips, Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge, Hochschule Ostwestfalen-Lippe, Lemgo, 2016.","bjps":"<b>Krips N</b> (2016) <i>Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten Und Gründe Gegebener Misserfolge</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","mla":"Krips, Nadine. <i>Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten Und Gründe Gegebener Misserfolge</i>. Hochschule Ostwestfalen-Lippe, 2016.","short":"N. Krips, Vergleich von Virtual Reality Mit Ähnlicher Unterhaltungselektronik Anhand Der Analyse Dazugehöriger Marketingstrategien : Untersuchung Auf Ähnlichkeiten Und Gründe Gegebener Misserfolge, Hochschule Ostwestfalen-Lippe, Lemgo, 2016.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Krips, Nadine</span>: <i>Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2016","chicago-de":"Krips, Nadine. 2016. <i>Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge</i>. Lemgo: Hochschule Ostwestfalen-Lippe."},"title":"Vergleich von Virtual Reality mit ähnlicher Unterhaltungselektronik anhand der Analyse dazugehöriger Marketingstrategien : Untersuchung auf Ähnlichkeiten und Gründe gegebener Misserfolge","page":"36","status":"public","publisher":"Hochschule Ostwestfalen-Lippe","department":[{"_id":"DEP2001"}],"author":[{"full_name":"Krips, Nadine","first_name":"Nadine","last_name":"Krips"}],"year":2016,"ddc":["650"]},{"user_id":"68554","date_updated":"2023-03-15T13:49:39Z","publication":"Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)","date_created":"2019-12-04T12:43:12Z","type":"conference","_id":"2167","place":"Austin, Texas, USA","keyword":["Cyber-Physical Systems","Machine Learning","Diagnosis","Anomaly Detection"],"language":[{"iso":"eng"}],"oa":"1","citation":{"chicago":"Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda.” In <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA, 2015.","apa":"Niggemann, O., &#38; Lohweg, V. (2015). On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","ufg":"<b>Niggemann, Oliver/Lohweg, Volker (2015)</b>: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda, in: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, Austin, Texas, USA.","havard":"O. Niggemann, V. Lohweg, On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.","bjps":"<b>Niggemann O and Lohweg V</b> (2015) On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","mla":"Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda.” <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, 2015.","van":"Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15). Austin, Texas, USA; 2015.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Niggemann, Oliver</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span>: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA, 2015","chicago-de":"Niggemann, Oliver und Volker Lohweg. 2015. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA.","short":"O. Niggemann, V. Lohweg, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.","ieee":"O. Niggemann and V. Lohweg, “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda,” in <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>, 2015.","ama":"Niggemann O, Lohweg V. On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: <i>Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)</i>. Austin, Texas, USA; 2015."},"title":"On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda","status":"public","abstract":[{"lang":"eng","text":"Cyber-Physical Production Systems (CPPSs) are in the focus of research, industry and politics: By applying new IT and new computer science solutions, production systems will become more adaptable, more resource ef- ficient and more user friendly. The analysis and diagnosis of such systems is a major part of this trend: Plants should detect automatically wear, faults and suboptimal configurations. This paper reflects the current state-of- the-art in diagnosis against the requirements of CPPSs, identifies three main gaps and gives application scenarios to outline first ideas for potential solutions to close these gaps.\r\n"}],"author":[{"last_name":"Niggemann","id":"10876","full_name":"Niggemann, Oliver","first_name":"Oliver"},{"orcid":"0000-0002-3325-7887","id":"1804","full_name":"Lohweg, Volker","first_name":"Volker","last_name":"Lohweg"}],"year":2015,"main_file_link":[{"open_access":"1","url":"https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9530/9691"}],"department":[{"_id":"DEP5023"}]},{"title":"Smart Health: Open Problems and Future Challenges","series_title":"Lecture Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web, and HCI","publication_status":"published","citation":{"ama":"Holzinger A, Röcker C, Ziefle M, eds. <i>Smart Health: Open Problems and Future Challenges</i>. Vol 8700. Heidelberg: Springer; 2015. doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3\">10.1007/978-3-319-16226-3</a>","ieee":"A. Holzinger, C. Röcker, and M. Ziefle, Eds., <i>Smart Health: Open Problems and Future Challenges</i>, vol. 8700. Heidelberg: Springer, 2015.","van":"Holzinger A, Röcker C, Ziefle M, editors. Smart Health: Open Problems and Future Challenges. Heidelberg: Springer; 2015. 275 p. (Lecture Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web, and HCI; vol. 8700).","havard":"A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.","bjps":"<b>Holzinger A, Röcker C and Ziefle M (eds)</b> (2015) <i>Smart Health: Open Problems and Future Challenges</i>. Heidelberg: Springer.","mla":"Holzinger, Andreas, et al., editors. <i>Smart Health: Open Problems and Future Challenges</i>. Vol. 8700, Springer, 2015, doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3\">10.1007/978-3-319-16226-3</a>.","ufg":"<b>Holzinger, Andreas et. al. (Hgg.) (2015)</b>: Smart Health: Open Problems and Future Challenges (=<i>Lecture Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web, and HCI 8700</i>), Heidelberg.","apa":"Holzinger, A., Röcker, C., &#38; Ziefle, M. (Eds.). (2015). <i>Smart Health: Open Problems and Future Challenges</i> (Vol. 8700). Heidelberg: Springer. <a href=\"https://doi.org/10.1007/978-3-319-16226-3\">https://doi.org/10.1007/978-3-319-16226-3</a>","chicago":"Holzinger, Andreas, Carsten Röcker, and Martina Ziefle, eds. <i>Smart Health: Open Problems and Future Challenges</i>. Vol. 8700. Lecture Notes in Computer Science /  Information Systems and Applications, Incl. Internet/Web, and HCI. Heidelberg: Springer, 2015. <a href=\"https://doi.org/10.1007/978-3-319-16226-3\">https://doi.org/10.1007/978-3-319-16226-3</a>.","short":"A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Holzinger, A.</span> ; <span style=\"font-variant:small-caps;\">Röcker, C.</span> ; <span style=\"font-variant:small-caps;\">Ziefle, M.</span> (Hrsg.): <i>Smart Health: Open Problems and Future Challenges</i>, <i>Lecture Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web, and HCI</i>. Bd. 8700. Heidelberg : Springer, 2015","chicago-de":"Holzinger, Andreas, Carsten Röcker und Martina Ziefle, Hrsg. 2015. <i>Smart Health: Open Problems and Future Challenges</i>. Bd. 8700. Lecture Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web, and HCI. Heidelberg: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3,\">10.1007/978-3-319-16226-3,</a> ."},"volume":8700,"abstract":[{"lang":"eng","text":"Prolonged life expectancy along with the increasing complexity of medicine and health services raises health costs worldwide dramatically. Whilst the smart health concept has much potential to support the concept of the emerging P4-medicine (preventive, participatory, predictive, and personalized), such high-tech medicine produces large amounts of high-dimensional, weakly-structured data sets and massive amounts of unstructured information. All these technological approaches along with “big data” are turning the medical sciences into a data-intensive science. To keep pace with the growing amounts of complex data, smart hospital approaches are a commandment of the future, necessitating context aware computing along with advanced interaction paradigms in new physical-digital ecosystems.\r\n\r\nThe very successful synergistic combination of methodologies and approaches from Human-Computer Interaction (HCI) and Knowledge Discovery and Data Mining (KDD) offers ideal conditions for the vision to support human intelligence with machine learning.\r\n\r\nThe papers selected for this volume focus on hot topics in smart health; they discuss open problems and future challenges in order to provide a research agenda to stimulate further research and progress."}],"department":[{"_id":"DEP5023"}],"year":2015,"main_file_link":[{"open_access":"1","url":"http://www.springerlink.com/content/978-3-319-16226-3 "}],"publisher":"Springer","page":"275","status":"public","type":"book_editor","date_created":"2021-01-08T12:03:52Z","publication_identifier":{"isbn":["978-3-319-16225-6"],"eissn":["1611-3349"],"issn":["0302-9743"],"eisbn":["978-3-319-16226-3"]},"editor":[{"first_name":"Andreas","full_name":"Holzinger, Andreas","last_name":"Holzinger"},{"full_name":"Röcker, Carsten","last_name":"Röcker","first_name":"Carsten","id":"61525"},{"first_name":"Martina","full_name":"Ziefle, Martina","last_name":"Ziefle"}],"intvolume":"      8700","date_updated":"2023-03-15T13:49:52Z","user_id":"15514","oa":"1","doi":"10.1007/978-3-319-16226-3","_id":"4336","language":[{"iso":"eng"}],"keyword":["HCI","ambient assisted living","big data","computational intelligence","context awareness","data centric medicine","decision support","interactive data mining","keyword detection","knoweldge bases","knoweldge discovery","machine learning","medical decision support","medical informatics","natural language processing","pervasive health","smart home","ubiquitous computing","visualization","wearable sensors"],"place":"Heidelberg"},{"file":[{"access_level":"local","relation":"main_file","creator":"hemke","date_updated":"2019-04-16T09:23:15Z","file_id":"1048","file_size":2181502,"content_type":"application/pdf","file_name":"BA_Ladychoice_von_Konstantin_Krug.pdf","date_created":"2019-04-16T09:23:15Z"}],"citation":{"ieee":"K. Krug, <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2012.","ama":"Krug K. <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Lemgo: Hochschule Ostwestfalen-Lippe; 2012.","chicago":"Krug, Konstantin. <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2012.","apa":"Krug, K. (2012). <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","havard":"K. Krug, Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung, Hochschule Ostwestfalen-Lippe, Lemgo, 2012.","bjps":"<b>Krug K</b> (2012) <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","mla":"Krug, Konstantin. <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Hochschule Ostwestfalen-Lippe, 2012.","ufg":"<b>Krug, Konstantin (2012)</b>: Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung, Lemgo.","van":"Krug K. Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung. Lemgo: Hochschule Ostwestfalen-Lippe; 2012. 41 p.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Krug, Konstantin</span>: <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2012","chicago-de":"Krug, Konstantin. 2012. <i>Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","short":"K. Krug, Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung, Hochschule Ostwestfalen-Lippe, Lemgo, 2012."},"title":"Ladychoise : Fitness-Shop f\\\"ur Frauen - Vitamine und Sportnahrung","page":"41","status":"public","publisher":"Hochschule Ostwestfalen-Lippe","department":[{"_id":"DEP2001"}],"year":2012,"author":[{"first_name":"Konstantin","last_name":"Krug","full_name":"Krug, Konstantin"}],"ddc":["650"],"date_updated":"2023-03-15T13:49:34Z","user_id":"15514","file_date_updated":"2019-04-16T09:23:15Z","type":"bachelor_thesis","date_created":"2019-04-16T09:20:21Z","supervisor":[{"full_name":"Falkemeier, Guido","first_name":"Guido","id":"29084","last_name":"Falkemeier"},{"first_name":"Jan","last_name":"Rademaker","id":"1132","full_name":"Rademaker, Jan"}],"language":[{"iso":"ger"}],"place":"Lemgo","keyword":["Online-Shop","Web Site"],"_id":"1047","has_accepted_license":"1"},{"year":2011,"ddc":["650"],"author":[{"full_name":"Junker, Dominik","last_name":"Junker","first_name":"Dominik"}],"department":[{"_id":"DEP2001"}],"abstract":[{"lang":"ger","text":"Virale Werbung für das GOP, in erster Linie für das Internet. Es durfte gern etwas gewagter und unkonventionell sein."}],"status":"public","page":"93","publisher":"Hochschule Ostwestfalen-Lippe","title":"Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne","citation":{"ama":"Junker D. <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Lemgo: Hochschule Ostwestfalen-Lippe; 2011.","ieee":"D. Junker, <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2011.","van":"Junker D. Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne. Lemgo: Hochschule Ostwestfalen-Lippe; 2011. 93 p.","mla":"Junker, Dominik. <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Hochschule Ostwestfalen-Lippe, 2011.","havard":"D. Junker, Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne, Hochschule Ostwestfalen-Lippe, Lemgo, 2011.","bjps":"<b>Junker D</b> (2011) <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","ufg":"<b>Junker, Dominik (2011)</b>: Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne, Lemgo.","apa":"Junker, D. (2011). <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","chicago":"Junker, Dominik. <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Lemgo: Hochschule Ostwestfalen-Lippe, 2011.","short":"D. Junker, Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne, Hochschule Ostwestfalen-Lippe, Lemgo, 2011.","chicago-de":"Junker, Dominik. 2011. <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Lemgo: Hochschule Ostwestfalen-Lippe.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Junker, Dominik</span>: <i>Stoppt die Show : Regie und Konzeption einer viralen Marketingkampagne</i>. Lemgo : Hochschule Ostwestfalen-Lippe, 2011"},"file":[{"access_level":"local","content_type":"application/pdf","file_name":"Bachelorarbeit_Dominik_Junker.pdf","date_created":"2019-05-21T13:32:52Z","file_size":10973022,"file_id":"1219","date_updated":"2019-05-21T13:32:52Z","relation":"main_file","creator":"hemke"}],"publication_status":"published","has_accepted_license":"1","keyword":["Marketing","Online-Marketing","Varieté","Viral Marketing"],"place":"Lemgo","language":[{"iso":"ger"}],"_id":"1218","date_created":"2019-05-21T13:30:36Z","type":"bachelor_thesis","supervisor":[{"first_name":"Heizo","full_name":"Schulze, Heizo","id":"29126","last_name":"Schulze"},{"first_name":"Frank","id":"10784","full_name":"Lechtenberg, Frank","last_name":"Lechtenberg"}],"user_id":"15514","date_updated":"2023-03-15T13:49:35Z","file_date_updated":"2019-05-21T13:32:52Z"},{"keyword":["Universitarian teaching","GIS","e-learning","bologna process"],"language":[{"iso":"eng"}],"oa":"1","date_updated":"2023-05-11T14:46:20Z","publication":"gis.Science","publication_identifier":{"eissn":["2698-4571"],"issn":["1869-9391 "]},"date_created":"2023-04-24T09:11:32Z","status":"public","page":"105–110","author":[{"full_name":"Leiner, Claas","last_name":"Leiner","first_name":"Claas"},{"last_name":"Stemmer","id":"64889","full_name":"Stemmer, Boris","first_name":"Boris"}],"year":"2011","main_file_link":[{"url":"https://gispoint.de/index.php?eID=dumpFile&t=f&f=13220&token=34e95e0810ebc46f00cd15f2b8ccdaa2d92d60f7&download=","open_access":"1"}],"citation":{"van":"Leiner C, Stemmer B. Teaching Landscape Planning - Landscape Perception and Analysis. gisScience. 2011;(4):105–10.","havard":"C. Leiner, B. Stemmer, Teaching Landscape Planning - Landscape Perception and Analysis, Gis.Science. (2011) 105–110.","mla":"Leiner, Claas, and Boris Stemmer. “Teaching Landscape Planning - Landscape Perception and Analysis.” <i>Gis.Science</i>, no. 4, 2011, pp. 105–10.","bjps":"<b>Leiner C and Stemmer B</b> (2011) Teaching Landscape Planning - Landscape Perception and Analysis. <i>gis.Science</i> 105–110.","ufg":"<b>Leiner, Claas/Stemmer, Boris</b>: Teaching Landscape Planning - Landscape Perception and Analysis, in: <i>gis.Science</i> (2011), H. 4,  S. 105–110.","apa":"Leiner, C., &#38; Stemmer, B. (2011). Teaching Landscape Planning - Landscape Perception and Analysis. <i>Gis.Science</i>, <i>4</i>, 105–110.","chicago":"Leiner, Claas, and Boris Stemmer. “Teaching Landscape Planning - Landscape Perception and Analysis.” <i>Gis.Science</i>, no. 4 (2011): 105–10.","short":"C. Leiner, B. Stemmer, Gis.Science (2011) 105–110.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Leiner, Claas</span> ; <span style=\"font-variant:small-caps;\">Stemmer, Boris</span>: Teaching Landscape Planning - Landscape Perception and Analysis. In: <i>gis.Science</i>. Berlin, Wichmann (2011), Nr. 4, S. 105–110","chicago-de":"Leiner, Claas und Boris Stemmer. 2011. Teaching Landscape Planning - Landscape Perception and Analysis. <i>gis.Science</i>, Nr. 4: 105–110.","ama":"Leiner C, Stemmer B. Teaching Landscape Planning - Landscape Perception and Analysis. <i>gisScience</i>. 2011;(4):105-110.","ieee":"C. Leiner and B. Stemmer, “Teaching Landscape Planning - Landscape Perception and Analysis,” <i>gis.Science</i>, no. 4, pp. 105–110, 2011."},"title":"Teaching Landscape Planning - Landscape Perception and Analysis","extern":"1","_id":"9856","place":"Berlin","alternative_title":["WAHRNEHMUNG UND ANALYSE VON RÄUMEN – EIN INTERDISZIPLINÄRES  LEHRMODUL IN DER UNIVERSITÄREN LANDSCHAFTSPLANUNGSAUSBILDUNG"],"user_id":"15514","type":"scientific_journal_article","publisher":"Wichmann","abstract":[{"text":"According to the Bologna Accord in 2006 the study courses for architecture, urban planning and landscape planning at Kassel university were reformed to a bachelor and master education programme. New courses – so called “modules” were found. One of them “Wahrnehmung und Analyse von Räumen” – “landscape perception and analysis” – is an interdisciplinary course teaching and comparing three different perspectives – those of ecology, social science and landscape planning – on landscape. To manage a high number of students the e-learning platform “Moodle” is used. Also giving an introduction into GIS is a major part of the course. This article – after “landscape perception and analysis” started four years ago – gives an overview of the recent and future development of the course from a teachers perspective.","lang":"eng"},{"lang":"eng","text":"Im Zuge des Bolognaprozesses wurde 2006 der Studiengang Landschaftsplanung an der Universität Kassel auf das Bachelor- und Mastersystem umgestellt. Eines der neuen „Lehrmodule“ ist „Wahrnehmung und Analyse von Räumen“, das interdis-ziplinär angelegt ist, und den Studierenden eine Einführung in die Erfassung von Landschaften gibt. Drei unterschiedliche Perspektiven auf Landschaft – ökologisch, sozialwissenschaftlich und landschaftsplanerisch – werden gelehrt und gegenübergestellt. Um die große Zahl der Studierenden zu betreuen, wird die E-Learning-Plattform „Moodle“ eingesetzt. Auch die Heranführung an Geographische Informationssysteme ist ein wesentlicher Teil der Ausbildung. Dieser Beitrag stellt nach nun vier Jahren „Wahrnehmung und Analyse von Räumen“ die Entwicklung des Moduls dar, und zeigt die wichtigsten Erkenntnisse aus der Sicht der Lehrenden."}],"issue":"4","department":[{"_id":"DEP9013"}],"publication_status":"published"},{"oa":"1","language":[{"iso":"eng"}],"keyword":["Fuzzy Logic","Probability Theory","Fuzzy-Pattern-Classification","Machine Learning","Artificial Intelligence","Pattern Recognition"],"_id":"2087","type":"conference","date_created":"2019-12-02T08:15:18Z","publication":"IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems","date_updated":"2023-03-15T13:49:38Z","user_id":"45673","department":[{"_id":"DEP5023"}],"author":[{"id":"1825","first_name":"Uwe","last_name":"Mönks","full_name":"Mönks, Uwe"},{"orcid":"0000-0002-3325-7887","id":"1804","first_name":"Volker","last_name":"Lohweg","full_name":"Lohweg, Volker"},{"first_name":"Denis","full_name":"Petker, Denis","last_name":"Petker"}],"year":2010,"main_file_link":[{"open_access":"1","url":"https://www.th-owl.de/init/uploads/tx_initdb/00800426_01.pdf"}],"abstract":[{"text":"It is likely in real-world applications that only little data isavailable for training a knowledge-based system. We present a method forautomatically training the knowledge-representing membership functionsof a Fuzzy-Pattern-Classification system that works also when only littledata is available and the universal set is described insufficiently. Actually,this paper presents how the Modified-Fuzzy-Pattern-Classifier’s member-ship functions are trained using probability distribution functions.","lang":"eng"}],"status":"public","publisher":"28 Jun 2010 - 02 July 2010, Dortmund, Germany","title":"Fuzzy-Pattern-Classifier Training with Small Data Sets","publication_status":"published","citation":{"apa":"Mönks, U., Lohweg, V., &#38; Petker, D. (2010). Fuzzy-Pattern-Classifier Training with Small Data Sets. In <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany.","chicago":"Mönks, Uwe, Volker Lohweg, and Denis Petker. “Fuzzy-Pattern-Classifier Training with Small Data Sets.” In <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.","van":"Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small Data Sets. In: IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems. 28 Jun 2010 - 02 July 2010, Dortmund, Germany; 2010.","bjps":"<b>Mönks U, Lohweg V and Petker D</b> (2010) Fuzzy-Pattern-Classifier Training with Small Data Sets. <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany.","mla":"Mönks, Uwe, et al. “Fuzzy-Pattern-Classifier Training with Small Data Sets.” <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>, 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.","havard":"U. Mönks, V. Lohweg, D. Petker, Fuzzy-Pattern-Classifier Training with Small Data Sets, in: IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.","ufg":"<b>Mönks, Uwe et. al. (2010)</b>: Fuzzy-Pattern-Classifier Training with Small Data Sets, in: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>.","short":"U. Mönks, V. Lohweg, D. Petker, in: IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems, 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010.","chicago-de":"Mönks, Uwe, Volker Lohweg und Denis Petker. 2010. Fuzzy-Pattern-Classifier Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany.","din1505-2-1":"<span style=\"font-variant:small-caps;\">Mönks, Uwe</span> ; <span style=\"font-variant:small-caps;\">Lohweg, Volker</span> ; <span style=\"font-variant:small-caps;\">Petker, Denis</span>: Fuzzy-Pattern-Classifier Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i> : 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010","ieee":"U. Mönks, V. Lohweg, and D. Petker, “Fuzzy-Pattern-Classifier Training with Small Data Sets,” in <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>, 2010.","ama":"Mönks U, Lohweg V, Petker D. Fuzzy-Pattern-Classifier Training with Small Data Sets. In: <i>IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems</i>. 28 Jun 2010 - 02 July 2010, Dortmund, Germany; 2010."}}]