[{"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"],"doi":"10.1007/978-3-319-16226-3","department":[{"_id":"DEP5023"}],"title":"Smart Health: Open Problems and Future Challenges","publication_identifier":{"eisbn":["978-3-319-16226-3"],"issn":["0302-9743"],"isbn":["978-3-319-16225-6"],"eissn":["1611-3349"]},"publication_status":"published","intvolume":"      8700","series_title":"Lecture Notes in Computer Science /  Information Systems and Applications, incl. Internet/Web, and HCI","publisher":"Springer","citation":{"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","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>.","short":"A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.","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>.","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> .","bjps":"<b>Holzinger A, Röcker C and Ziefle M (eds)</b> (2015) <i>Smart Health: Open Problems and Future Challenges</i>. Heidelberg: Springer.","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>","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>","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.","havard":"A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.","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)."},"oa":"1","year":2015,"date_updated":"2023-03-15T13:49:52Z","user_id":"15514","date_created":"2021-01-08T12:03:52Z","main_file_link":[{"url":"http://www.springerlink.com/content/978-3-319-16226-3 ","open_access":"1"}],"language":[{"iso":"eng"}],"place":"Heidelberg","status":"public","volume":8700,"page":"275","_id":"4336","type":"book_editor","abstract":[{"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.","lang":"eng"}],"editor":[{"last_name":"Holzinger","full_name":"Holzinger, Andreas","first_name":"Andreas"},{"first_name":"Carsten","last_name":"Röcker","full_name":"Röcker, Carsten","id":"61525"},{"full_name":"Ziefle, Martina","last_name":"Ziefle","first_name":"Martina"}]},{"user_id":"15514","year":2015,"date_updated":"2023-03-15T13:49:52Z","language":[{"iso":"eng"}],"date_created":"2021-01-08T12:03:53Z","main_file_link":[{"open_access":"1"}],"author":[{"first_name":"Norimichi","last_name":"Ukita","full_name":"Ukita, Norimichi"},{"full_name":"Kaulen, Daniel ","last_name":"Kaulen","first_name":"Daniel "},{"last_name":"Röcker","id":"61525","full_name":"Röcker, Carsten","first_name":"Carsten"}],"status":"public","place":"Heidelberg","abstract":[{"lang":"eng","text":"Our goal is to develop a system for coaching human motions (e.g., for rehabilitation and daily health maintenance). This paper focuses on how to coach a user so that his/her motion gets closer to the good template of a target motion. It is important to efficiently advise the user to emulate the crucial features that define the good template. The proposed system (1) automatically mines the crucial features of any kind of motion from a set of motion features and (2) gives the user feedback about how to modify the motion through an intuitive interface. The crucial features are mined by feature sparsification through binary classification between the samples of good and other motions. An interface for motion coaching is designed to give feedback via different channels (e.g., visually, aurally), depending on the type of error. To use the total system, all the user must do is just move and then get feedback on the motion. Following experimental results, open problems for future work are discussed."}],"editor":[{"last_name":"Holzinger","full_name":"Holzinger, Andreas","first_name":"Andreas"},{"first_name":"Carsten","id":"61525","full_name":"Röcker, Carsten","last_name":"Röcker"},{"first_name":"Martina","last_name":"Ziefle","full_name":"Ziefle, Martina"}],"type":"book_chapter","_id":"4337","page":" 189 - 208","volume":8700,"keyword":["Motion coaching","Error feedback","Physical rehabilitation"],"doi":"10.1007/978-3-319-16226-3_8","publication_status":"published","publication_identifier":{"eisbn":["978-3-319-16226-3"],"isbn":["978-3-319-16225-6"]},"title":"A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health","department":[{"_id":"DEP5023"}],"publication":"Smart Health : Open Problems and Future Challenges","series_title":"Lecture Notes in Computer Science","intvolume":"      8700","oa":"1","publisher":"Springer","citation":{"din1505-2-1":"<span style=\"font-variant:small-caps;\">Ukita, Norimichi</span> ; <span style=\"font-variant:small-caps;\">Kaulen, Daniel </span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span>: A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health. In: <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</i>. Bd. 8700. Heidelberg : Springer, 2015, S. 189–208","mla":"Ukita, Norimichi, et al. “A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health.” <i>Smart Health : Open Problems and Future Challenges</i>, edited by Andreas Holzinger et al., vol. 8700, Springer, 2015, pp. 189–208, doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3_8\">10.1007/978-3-319-16226-3_8</a>.","short":"N. Ukita, D. Kaulen, C. Röcker, in: A. Holzinger, C. Röcker, M. Ziefle (Eds.), Smart Health : Open Problems and Future Challenges, Springer, Heidelberg, 2015, pp. 189–208.","chicago":"Ukita, Norimichi, Daniel  Kaulen, and Carsten Röcker. “A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health.” In <i>Smart Health : Open Problems and Future Challenges</i>, edited by Andreas Holzinger, Carsten Röcker, and Martina Ziefle, 8700:189–208. Lecture Notes in Computer Science. Heidelberg: Springer, 2015. <a href=\"https://doi.org/10.1007/978-3-319-16226-3_8\">https://doi.org/10.1007/978-3-319-16226-3_8</a>.","chicago-de":"Ukita, Norimichi, Daniel  Kaulen und Carsten Röcker. 2015. A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health. In: <i>Smart Health : Open Problems and Future Challenges</i>, hg. von Andreas Holzinger, Carsten Röcker, und Martina Ziefle, 8700:189–208. Lecture Notes in Computer Science. Heidelberg: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3_8,\">10.1007/978-3-319-16226-3_8,</a> .","bjps":"<b>Ukita N, Kaulen D and Röcker C</b> (2015) A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health. In Holzinger A, Röcker C and Ziefle M (eds), <i>Smart Health : Open Problems and Future Challenges</i>, vol. 8700. Heidelberg: Springer, pp. 189–208.","ufg":"<b>Ukita, Norimichi et. al. (2015)</b>: A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health, in: Andreas Holzinger et. al. (Hgg.): <i>Smart Health : Open Problems and Future Challenges</i> (=<i>Lecture Notes in Computer Science 8700</i>), Heidelberg, S. 189–208.","havard":"N. Ukita, D. Kaulen, C. Röcker, A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health, in: A. Holzinger, C. Röcker, M. Ziefle (Eds.), Smart Health : Open Problems and Future Challenges, Springer, Heidelberg, 2015: pp. 189–208.","apa":"Ukita, N., Kaulen, D., &#38; Röcker, C. (2015). A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health. In A. Holzinger, C. Röcker, &#38; M. Ziefle (Eds.), <i>Smart Health : Open Problems and Future Challenges</i> (Vol. 8700, pp. 189–208). Heidelberg: Springer. <a href=\"https://doi.org/10.1007/978-3-319-16226-3_8\">https://doi.org/10.1007/978-3-319-16226-3_8</a>","ama":"Ukita N, Kaulen D, Röcker C. A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health. In: Holzinger A, Röcker C, Ziefle M, eds. <i>Smart Health : Open Problems and Future Challenges</i>. Vol 8700. Lecture Notes in Computer Science. Heidelberg: Springer; 2015:189-208. doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3_8\">10.1007/978-3-319-16226-3_8</a>","ieee":"N. Ukita, D. Kaulen, and C. Röcker, “A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health,” in <i>Smart Health : Open Problems and Future Challenges</i>, vol. 8700, A. Holzinger, C. Röcker, and M. Ziefle, Eds. Heidelberg: Springer, 2015, pp. 189–208.","van":"Ukita N, Kaulen D, Röcker C. A User-Centered Design Approach to Physical Motion Coaching Systems for Pervasive Health. In: Holzinger A, Röcker C, Ziefle M, editors. Smart Health : Open Problems and Future Challenges. Heidelberg: Springer; 2015. p. 189–208. (Lecture Notes in Computer Science; vol. 8700)."}},{"oa":"1","citation":{"din1505-2-1":"<span style=\"font-variant:small-caps;\">Holzinger, Andreas</span> ; <span style=\"font-variant:small-caps;\">Röcker, Carsten</span> ; <span style=\"font-variant:small-caps;\">Ziefle, Martina</span>: From Smart Health to Smart Hospitals. In: <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</i>. Bd. 8700. Heidelberg : Springer, 2015, S. 1–20","short":"A. Holzinger, C. Röcker, M. Ziefle, in: A. Holzinger, C. Röcker, M. Ziefle (Eds.),  Smart Health : Open Problems and Future Challenges, Springer, Heidelberg, 2015, pp. 1–20.","chicago":"Holzinger, Andreas, Carsten Röcker, and Martina Ziefle. “From Smart Health to Smart Hospitals.” In <i> Smart Health : Open Problems and Future Challenges</i>, edited by Andreas Holzinger, Carsten Röcker, and Martina Ziefle, 8700:1–20. Lecture Notes in Computer Science. Heidelberg: Springer, 2015. <a href=\"https://doi.org/10.1007/978-3-319-16226-3_1\">https://doi.org/10.1007/978-3-319-16226-3_1</a>.","mla":"Holzinger, Andreas, et al. “From Smart Health to Smart Hospitals.” <i> Smart Health : Open Problems and Future Challenges</i>, edited by Andreas Holzinger et al., vol. 8700, Springer, 2015, pp. 1–20, doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3_1\">10.1007/978-3-319-16226-3_1</a>.","bjps":"<b>Holzinger A, Röcker C and Ziefle M</b> (2015) From Smart Health to Smart Hospitals. In Holzinger A, Röcker C and Ziefle M (eds), <i> Smart Health : Open Problems and Future Challenges</i>, vol. 8700. Heidelberg: Springer, pp. 1–20.","chicago-de":"Holzinger, Andreas, Carsten Röcker und Martina Ziefle. 2015. From Smart Health to Smart Hospitals. In: <i> Smart Health : Open Problems and Future Challenges</i>, hg. von Andreas Holzinger, Carsten Röcker, und Martina Ziefle, 8700:1–20. Lecture Notes in Computer Science. Heidelberg: Springer. doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3_1,\">10.1007/978-3-319-16226-3_1,</a> .","ufg":"<b>Holzinger, Andreas et. al. (2015)</b>: From Smart Health to Smart Hospitals, in: Andreas Holzinger et. al. (Hgg.): <i> Smart Health : Open Problems and Future Challenges</i> (=<i>Lecture Notes in Computer Science 8700</i>), Heidelberg, S. 1–20.","havard":"A. Holzinger, C. Röcker, M. Ziefle, From Smart Health to Smart Hospitals, in: A. Holzinger, C. Röcker, M. Ziefle (Eds.),  Smart Health : Open Problems and Future Challenges, Springer, Heidelberg, 2015: pp. 1–20.","apa":"Holzinger, A., Röcker, C., &#38; Ziefle, M. (2015). From Smart Health to Smart Hospitals. In A. Holzinger, C. Röcker, &#38; M. Ziefle (Eds.), <i> Smart Health : Open Problems and Future Challenges</i> (Vol. 8700, pp. 1–20). Heidelberg: Springer. <a href=\"https://doi.org/10.1007/978-3-319-16226-3_1\">https://doi.org/10.1007/978-3-319-16226-3_1</a>","ama":"Holzinger A, Röcker C, Ziefle M. From Smart Health to Smart Hospitals. In: Holzinger A, Röcker C, Ziefle M, eds. <i> Smart Health : Open Problems and Future Challenges</i>. Vol 8700. Lecture Notes in Computer Science. Heidelberg: Springer; 2015:1-20. doi:<a href=\"https://doi.org/10.1007/978-3-319-16226-3_1\">10.1007/978-3-319-16226-3_1</a>","van":"Holzinger A, Röcker C, Ziefle M. From Smart Health to Smart Hospitals. In: Holzinger A, Röcker C, Ziefle M, editors.  Smart Health : Open Problems and Future Challenges. Heidelberg: Springer; 2015. p. 1–20. (Lecture Notes in Computer Science; vol. 8700).","ieee":"A. Holzinger, C. Röcker, and M. Ziefle, “From Smart Health to Smart Hospitals,” in <i> Smart Health : Open Problems and Future Challenges</i>, vol. 8700, A. Holzinger, C. Röcker, and M. Ziefle, Eds. Heidelberg: Springer, 2015, pp. 1–20."},"publisher":"Springer","series_title":"Lecture Notes in Computer Science","intvolume":"      8700","department":[{"_id":"DEP5023"}],"title":"From Smart Health to Smart Hospitals","publication_status":"published","publication_identifier":{"eisbn":["978-3-319-16226-3"],"isbn":["978-3-319-16225-6"]},"doi":"10.1007/978-3-319-16226-3_1","publication":" Smart Health : Open Problems and Future Challenges","keyword":["Smart health","Smart hospital","Ubiquitous computing","Pervasive health","P4 medicine","Context awareness","Computational intelligence"],"editor":[{"first_name":"Andreas","full_name":"Holzinger, Andreas","last_name":"Holzinger"},{"last_name":"Röcker","id":"61525","full_name":"Röcker, Carsten","first_name":"Carsten"},{"last_name":"Ziefle","full_name":"Ziefle, Martina","first_name":"Martina"}],"abstract":[{"lang":"eng","text":"Prolonged life expectancy along with the increasing complexity of medicine and health services raises health costs worldwide dramatically. Advancements in ubiquitous computing applications in combination with the use of sophisticated intelligent sensor networks may provide a basis for help. 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. In such a system the medical doctors are supported by their smart mobile medical assistants on managing their floods of data semi-automatically by following the human-in-the-loop concept. At the same time patients are supported by their health assistants to facilitate a healthier life, wellness and wellbeing."}],"volume":8700,"type":"book_chapter","_id":"4338","page":"1 - 20","status":"public","author":[{"first_name":"Andreas","full_name":"Holzinger, Andreas","last_name":"Holzinger"},{"first_name":"Carsten","id":"61525","full_name":"Röcker, Carsten","last_name":"Röcker"},{"full_name":"Ziefle, Martina","last_name":"Ziefle","first_name":"Martina"}],"place":"Heidelberg","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1"}],"date_created":"2021-01-08T12:03:55Z","user_id":"15514","date_updated":"2023-03-15T13:49:52Z","year":2015}]