@inproceedings{4321,
  abstract     = {{Recent research has shown that computer-based Assistive Technology (AT) has the potential to support individuals with disabilities in production environments. At the same time, step-by-step instructions enable workers to be successful in their performance of industrial tasks that were formerly difficult to accomplish. We merged these two types of intervention and developed an application running on a mobile device that can assist disabled workers working more independently. In an evaluation study, we investigated how our assistive system affects the task efficiency as well as participants’ subjective evaluation. Results show advantages when using the assistive prototype with regard to users’ task efficiency and subjective evaluations.}},
  author       = {{Aksu, Volkan and Jenderny, Sascha and Martinez, Sascha and Röcker, Carsten}},
  booktitle    = {{Providing Context-Sensitive Mobile Assistance for People with Disabilities in the Workplace}},
  editor       = {{Di Bucchianico, Giuseppe }},
  isbn         = {{978-3-319-94621-4}},
  keywords     = {{Assistive technology, People with disabilities : Human computer interaction : Industry 4.0, Inclusion, Context-sensitive assistance, Step-by-step instructions, Production, Mobile assistance}},
  location     = {{Orlando, Florida, USA}},
  pages        = {{3--14}},
  publisher    = {{Springer}},
  title        = {{{Providing Context-Sensitive Mobile Assistance for People with Disabilities in the Workplace}}},
  doi          = {{10.1007/978-3-319-94622-1_1}},
  volume       = {{776}},
  year         = {{2018}},
}

@inproceedings{4323,
  abstract     = {{The latest generation of head-mounted displays such as HoloLens pro- vide mixed reality capabilities that claim to better integrate the real and virtual worlds. In this paper, we would like the share our experiences in implementing a user interface for an assembly assistance system using the HoloLens. We carried out a preliminary evaluation of the applicability of mixed reality using the per- spective of developers and expert users in an assembly scenario that allows us to operate and compare two interfaces - a state-of-the-art projector display system and the HoloLens. We believe our findings may contribute towards a better un- derstanding of the effects of new display technologies such as the HoloLens in developing and using assistance systems in other fields as well. Areas that may be of future research are also highlighted.}},
  author       = {{Dhiman, Hitesh and Martinez, Sascha and Paelke, Volker and Röcker, Carsten}},
  booktitle    = {{HCI in Business, Government, and Organizations}},
  editor       = {{Fui-Hoon Nah, Fiona and Sophia Xiao, Bo}},
  isbn         = {{978-3-319-91715-3}},
  keywords     = {{Human machine interaction, Assembly assistance system, Qualitative study, HoloLens}},
  location     = {{Las Vegas, NV, USA}},
  pages        = {{67--78}},
  publisher    = {{Springer}},
  title        = {{{Head-Mounted Displays in Industrial AR-Applications: Ready for Prime Time?}}},
  doi          = {{10.1007/978-3-319-91716-0_6}},
  volume       = {{10923}},
  year         = {{2018}},
}

@inproceedings{4324,
  abstract     = {{On the long term, the current wave of digitization and automation in the industrial environment will result in a progressively higher complexity and heterogeneity in the industrial environment. In this context, a growing need arises for the development of digital assistance systems to support workers in various fields of activities. Current systems are generally limited to visualizations and visual feedback. Therefore, in the scope of this paper, we take a look at the major challenges and opportunities for the integration of multimodal feedback systems in today’s and future industrial environments. It shows that the integration of multimodal feedback is subject to a complex combination of technical, user-cenric and legal aspects.}},
  author       = {{Heinz, Mario and Röcker, Carsten}},
  booktitle    = {{Machine Learning and Knowledge Extraction :Second IFIP TC 5, TC 8/WG 8.4, 8.9, TC 12/WG 12.9 International Cross-Domain Conference, CD-MAKE 2018}},
  editor       = {{Holzinger, Andreas and  Kieseberg, Peter and Tjoa, A Min and Weippl, Edgar}},
  isbn         = {{978-3-319-99739-1}},
  keywords     = {{Human-machine-interaction, Multimodal feedback, Assistive systems, Augmented-reality, Smart factory}},
  location     = {{Hamburg}},
  publisher    = {{Springer}},
  title        = {{{Feedback Presentation for Workers in Industrial Environments–Challenges and Opportunities}}},
  doi          = {{10.1007/978-3-319-99740-7_17}},
  volume       = {{11015}},
  year         = {{2018}},
}

@inproceedings{4325,
  abstract     = {{With the introduction of intelligent and autonomous systems into factory environments, workplaces where human employees work alongside digital counterparts will become increasingly informational. We develop a generic framework for hypothetical workplaces to investigate how complexities create to uncertainties. Complexity may be explained through the Level of Abstractions used to model a system, and it is encountered in its dynamic form as an alteration of information flow between agents in a phenomenological relationship. Analyzing these systems as ‘information flows’ brings to light the uncertainity(ies) the workers of the future will have to cope with. We develop first concepts that can be used to develop heuristics to manage these uncertainties in complex manufacturing environments. These heuristics may also be useful in creating optimized workplaces that combine the individual abilities of both humans and machines. The framework proposed in this paper may be subject for an empirical validation of these heuristics in the future. }},
  author       = {{Dhiman, Hitesh and Plewe, D. A. and Röcker, Carsten}},
  booktitle    = {{International Conference on Applied Human Factors and Ergonomics}},
  isbn         = {{978-3-319-94195-0}},
  keywords     = {{Uncertainties, Complexity, Human-machine interaction}},
  location     = {{Orlando, Florida, USA}},
  pages        = {{ 103--114}},
  publisher    = {{Springer}},
  title        = {{{Addressing Uncertainties in Complex Manufacturing Environments: A Multidisciplinary Approach}}},
  doi          = {{10.1007/978-3-319-94196-7_10}},
  volume       = {{793}},
  year         = {{2018}},
}

@inproceedings{4326,
  abstract     = {{The mechanical engineering and related industries are increasingly being dominated by information and communication technology, leading to the development of cyber-physical systems. However, these systems have to be seen from a broader angle, incorporating several other environmental factors such as the organizational structure or human factors. For this reason, the technology cannot be seen as solitary system, but should rather be included in the context of a scenario of work 4.0. These scenarios can help to classify new technologies, their advantages and constraints in order to provide guidance for the digital development of organizations. While several frameworks have been proposed in terms of technological guidance, most of them focus heavily on technology, neglecting their organizational- and human factors. In order to form a uniform understanding of the construct of industry 4.0, we developed an instrument for rating scenarios of work 4.0 on the relevant dimensions 'technology', 'human' and 'organization'. This paper describes the chosen relevant criteria including possible constraints we encountered. Future work on this topic will include the creation of profiles of scenarios of work 4.0, further validation of the criteria.}},
  author       = {{Jenderny, Sascha and Foullois, Marc and Kato-Beiderwieden, Anna-Lena and Bansmann, Michael and Wöste, Lars and Lamß, Josefine and Maier, Günter W. and Röcker, Carsten}},
  booktitle    = {{Proceedings of the International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'18). ACM, New York, NY, USA, pp. 319 - 326}},
  isbn         = {{978-1-4503-6390-7}},
  keywords     = {{Human-centered computing, Human computer interaction (HCI), HCI theory, concepts and models}},
  location     = {{Corfu, Greece}},
  pages        = {{319–326}},
  publisher    = {{ACM}},
  title        = {{{Development of an Instrument for the Assessment of Scenarios of Work 4.0 Based on Socio-Technical Criteria}}},
  doi          = {{10.1145/3197768.3201566}},
  year         = {{2018}},
}

@inproceedings{4327,
  abstract     = {{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.}},
  author       = {{Lang, Dorota and Wunderlich, Paul and Heinz, Mario and Wisniewski, Lukasz and Jasperneite, Jürgen and Niggemann, Oliver and Röcker, Carsten}},
  booktitle    = {{14th IEEE International Workshop on Factory Communication Systems (WFCS)}},
  keywords     = {{Maintenance engineering, Adaptation models, Machine learning, Data models, Standards, Software, Bayes methods}},
  location     = {{Imperia, Italy }},
  publisher    = {{IEEE}},
  title        = {{{Assistance System to Support Troubleshooting of Complex Industrial Systems}}},
  doi          = {{10.1109/WFCS.2018.8402380}},
  year         = {{2018}},
}

@misc{12856,
  abstract     = {{Multimodal interfaces provide users with a number of different ways of interacting with a system. This paper proposes the integration of an explicit interaction model as an extension of the well-known MVC architectural pattern. It builds upon previous extensions regarding explicit structure, user interface (UI), and environmental models. In addition, this paper proposes an explicit UI layer in a service-oriented hypermedia infrastructure to address requirements from multimodal interfaces.}},
  author       = {{Rubart, Jessica}},
  booktitle    = {{Proceedings of the 1st Workshop on Human Factors in Hypertext}},
  editor       = {{Atzenbeck, Claus}},
  isbn         = {{978-1-4503-5658-9}},
  keywords     = {{Multimodal interaction, hypermedia structures, hypertext infrastructure, structure model, interaction model, MVC, digital boardroom}},
  location     = {{Baltimore, MD}},
  pages        = {{17--21}},
  publisher    = {{ACM}},
  title        = {{{Multimodal Interaction with Hypermedia Structures}}},
  doi          = {{10.1145/3215611.3215613}},
  year         = {{2018}},
}

@misc{11444,
  abstract     = {{Generation Y marks the transition between a world with and without fully implemented Internet: A new kind of virtual space is formed and is impacting the way we live in this world, the way we perceive it, and the way we interact with it. Mobile devices, such as phones, build a new form of electronic technology type we interact with. This thesis investigates how this new form of relation can give insights to the way we are situated in this world with all its complexities and levels.
In a case study, the author focuses on the relationship with mobile devices in the context of memory (making and recalling), materiality (haptic and metaphoric) and the human body itself (perception and sensory system). By developing a practice and contextualizing it in terms of space-theoretical and phenomenological concepts, this thesis aims to start a discourse on our human, (un-)conscious relation to mobile devices in place and time. Is it time for an imperfect, humane view towards the era of information from a Millennial perspective?}},
  author       = {{Pusch, Lisa}},
  keywords     = {{Memory Making, Generation Y, Millenials, Human-Computer-Relationship, Mobile Phone, Spatial Theory, Perception}},
  pages        = {{264}},
  publisher    = {{ProQuest}},
  title        = {{{On memory: Body, devices, material. Towards a new practice of MediaArchitecture}}},
  year         = {{2017}},
}

@inproceedings{682,
  abstract     = {{Well-designed interactive visualizations help users gaining insights into an organization's data and, finally, making decisions. In the Business Intelligence (BI) context, the most popular visualization approach is dashboards, which combine multiple visual components, such as charts, on a single view. Well-founded decisions require the collaboration of several analysts, such as domain experts, line-of-business managers, or key suppliers. For face-to-face collaboration settings, multi-display environments and smart meeting rooms have improved. In the BI context, support for boardrooms is being discussed for this setting. In this paper, we propose annotation dashboards, based on a multitouch and multiuser interaction approach, which are integrated in a multi-display environment constituting a BI digital boardroom. In addition, means of semantic navigation help business users to easily get insights into business context information.}},
  author       = {{Rubart, Jessica and Lietzau, Benjamin and Soehlke, Patrick and Alex, Bastian and Becker, Stephan and Wienboeker, Tim}},
  booktitle    = {{2017 IEEE 11th International Conference on Semantic Computing (ICSC)}},
  isbn         = {{978-1-5090-4285-2 }},
  keywords     = {{Semantics, Data visualization, Navigation, Collaboration, Context, Business intelligence, Digital Boardroom, Multitouch and Multiuser Interaction}},
  location     = {{San Diego, CA, USA}},
  publisher    = {{IEEE}},
  title        = {{{Semantic Navigation and Discussion in a Digital Boardroom}}},
  doi          = {{10.1109/icsc.2017.39}},
  year         = {{2017}},
}

@inproceedings{4254,
  abstract     = {{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.}},
  author       = {{Büttner, Sebastian and Wunderlich, Paul and Heinz, Mario and Niggemann, Oliver and Röcker, Carsten}},
  booktitle    = {{ 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}},
  editor       = {{Holzinger, Andreas}},
  isbn         = {{978-3-319-66807-9}},
  keywords     = {{Alarm flood reduction, Machine learning, Assistive system}},
  location     = {{Reggio, Italy}},
  pages        = {{69--82}},
  publisher    = {{Springer}},
  title        = {{{Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction}}},
  volume       = {{10410}},
  year         = {{2017}},
}

@inproceedings{4257,
  abstract     = {{The selection of suitable display technologies for industrial augmented reality (AR) applications is becoming increasingly relevant as such applications move from the proof-of-concept to the application stage. To support project managers, designers and developers in the critical selection process we have developed a checklist of important aspects and related evaluation hints that helps to speed up and improve the selection process. The checklist presented in this paper was designed to be useful for both researchers and practitioners. It combines pertinent information from relevant standards like ISO 9241-210 with results from current research literature and experience from several AR projects in industrial contexts. It can be applied both in collaboration with AR experts, where it helps to prepare relevant information for the collaboration and thus streamlines the process, or stand-alone, as a guideline for the evaluation of different options by a design team. }},
  author       = {{Paelke, Volker and Büttner, Sebastian and Mucha, Henrik and Röcker, Carsten}},
  booktitle    = {{Advances in Ergonomics of Manufacturing: Managing the Enterprise of the Future.}},
  editor       = {{Trzcielinski, Stefan}},
  isbn         = {{978-3-319-60473-2}},
  issn         = {{2194-5365}},
  keywords     = {{Augmented reality, Displays, Evaluation, Checklist, Context of use, Human-Computer interaction}},
  location     = {{Los Angeles, California, USA}},
  pages        = {{225--234}},
  publisher    = {{Springer}},
  title        = {{{A Checklist-Based Approach for Evaluating Augmented Reality Displays in Industrial Applications}}},
  doi          = {{10.1007/978-3-319-60474-9_21}},
  volume       = {{606}},
  year         = {{2017}},
}

@inproceedings{4258,
  abstract     = {{Research on how to take advantage of Augmented Reality and Virtual Reality applications and technologies in the domain of manufacturing has brought forward a great number of concepts, prototypes, and working systems. Although comprehensive surveys have taken account of the state of the art, the design space of industrial augmented and virtual reality keeps diversifying. We propose a visual approach towards assessing this space and present an interactive, community-driven tool which supports interested researchers and practitioners in gaining an overview of the aforementioned design space. Using such a framework we collected and classified relevant publications in terms of application areas and technology platforms. This tool shall facilitate initial research activities as well as the identification of research opportunities. Thus, we lay the groundwork, forthcoming workshops and discussions shall address the refinement.}},
  author       = {{Büttner, Sebastian and Mucha, Henrik and Funk, Markus and Kosch, Thomas and Aehnelt, Mario and Robert, Sebastian and Röcker, Carsten}},
  booktitle    = {{10th ACM International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '17) }},
  keywords     = {{Applied computing, Operations research, Operations research, Human-centered computing, Human computer interaction (HCI), Interaction paradigms}},
  location     = {{Rhodes,  Greece}},
  pages        = {{433440}},
  publisher    = {{ACM}},
  title        = {{{The Design Space of Augmented and Virtual Reality Applications for Assistive Environments in Manufacturing: A Visual Approach}}},
  doi          = {{10.1145/3056540.3076193}},
  year         = {{2017}},
}

@inproceedings{265,
  abstract     = {{The maintenance of a tool for injection molding or forming is usually accompanied by its disassembly and assembly. The duration of the assembly activities is often a large part of the total activity time for the maintenance of the tool. The degree of performance of the employees in the execution of these disassembly and assembly activities is often low. In addition, allowances occur (e.g. searching for work equipment). At the Industrial Engineering Lab of the Ostwestfalen-Lippe University of Applied Sciences, a prototype of an assistance system was developed to support the assembly activities in toolmaking. With the help of this system, the operator is guided step by step through the assembly process. The economic potential of the system exists in the reduction of training times, the avoidance of assembly errors and the increase of labor productivity.}},
  author       = {{Hinrichsen, Sven and Riediger, Daniel and Unrau, Alexander}},
  booktitle    = {{2017 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)}},
  isbn         = {{978-1-5386-0948-4 }},
  keywords     = {{injection moulding, machine tools, maintenance engineering, productivity, projection-based assistance system, injection molding tools, assembly activities, assembly process, assembly errors, tool maintenance, disassembly activities, economic potential, Industrial Engineering Lab, Ostwestfalen-Lippe University of Applied Sciences, toolmaking, Tools, Injection molding, Maintenance engineering, Usability, Task analysis, Workstations, Morphology, assembly assistance systems, assistance systems, maintenance of injection molding tools, manual assembly}},
  location     = {{Singapore}},
  number       = {{1}},
  pages        = {{1571--1575}},
  title        = {{{Development of a Projection-Based Assistance System for Maintaining Injection Molding Tools}}},
  doi          = {{https://doi.org/10.1109/IEEM.2017.8290157}},
  year         = {{2017}},
}

@inbook{4298,
  abstract     = {{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.}},
  author       = {{Robert, Sebastian and Büttner, Sebastian and Röcker, Carsten and Holzinger, Andreas}},
  booktitle    = {{Machine Learning for Health Informatics : State-of-the-Art and Future Challenges }},
  editor       = {{Holzinger, Andreas}},
  isbn         = {{978-3-319-50477-3 }},
  keywords     = {{Decision making, Reasoning, Interactive machine learning, Collaborative interactive machine learning}},
  pages        = {{357--376}},
  publisher    = {{Springer}},
  title        = {{{Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning}}},
  doi          = {{10.1007/978-3-319-50478-0_18}},
  volume       = {{9605}},
  year         = {{2016}},
}

@inproceedings{4299,
  abstract     = {{With the advances of technology, intelligent assistive systems that adapt to individual humans will become feasible. However, application areas of such systems are rarely discussed within the Industry 4.0 community. Most assistive systems that have been presented have been developed for specific task, such as assembly support or warehouse picking, but there might be a huge uncovered design space to be explored. With this work, we want to step back from existing systems and analyze the design opportunities of assistive systems especially for small and medium-size enterprises (SME). To achieve this goal we conducted a study in four SME, consisting of observations and interviews. Here we present our findings about the potential future application areas of human-centered assistive systems.}},
  author       = {{Mucha, Henrik and Büttner, Sebastian and Röcker, Carsten}},
  booktitle    = {{Human-Computer Interaction – Perspectives on Industry 4.0. Workshop at i-KNOW 2016 }},
  keywords     = {{Industry 4.0, Assistive Systems, Small and Medium-Sized Enterprises, SME, Human-Centered Design, Human-Computer Interaction for Industry}},
  location     = {{Graz, Austria}},
  publisher    = {{TU}},
  title        = {{{Application Areas for Human-Centered Assistive Systems}}},
  year         = {{2016}},
}

@inproceedings{4300,
  abstract     = {{Human-centered design methods are nowadays widely used in the design of consumer products. These methods aim at designing products with a high usability and a positive user experience (UX). However, in the domain of the design of industrial machines, design is often driven by functional requirements mostly neglecting the usability and user experience of products. Together with a medium-sized manufacturer of industrial laundry machines we applied the human-centered design process in an industrial context. In this field report, we describe the human-centered design methods applied in the project, the adaptations we had to make in the process and the challenges and opportunities for applying human-centered design in an industrial environment in general. }},
  author       = {{Büttner, Sebastian and Röcker, Carsten}},
  booktitle    = {{Human-Computer Interaction – Perspectives on Industry 4.0. Workshop at i-KNOW 2016}},
  keywords     = {{Design Methods, Human-Centered Design, Industrial Human-Computer Interaction, Industry 4.0}},
  location     = {{Graz, Austria}},
  publisher    = {{TU}},
  title        = {{{Applying Human-Centered Design Methods in Industry – a Field Report}}},
  year         = {{2016}},
}

@inproceedings{273,
  abstract     = {{This paper introduces an efficient modular solution kit for intralogistic drives, which reduces the total energy consumption of all drives in an automated warehouse by more than 15%. The reduction of energy consumption results from the interaction of optimized components (motors, control techniques and regeneration units), which are described in detail in this paper. Different motor concepts like the induction motor, the synchronous reluctance motor and the permanent magnet synchronous machine are compared according to the special requirements for intralogistics applications. Different control techniques are presented in order to achieve sensorless and efficient-optimal operation of these motors. The sensorless control technique uses signal injection to detect the rotor position sufficiently exact also in case of speed near standstill. Efficient-optimal operation is achieved by reducing the motor current with regard to the torque (MTPA-control). Furthermore this paper introduces a regeneration unit that can be connected between the DC link of frequency inverters and the mains to feed back regenerative energy. The regeneration unit consisting of a buck converter, a synchronous inverter and a line-filter can work in parallel to commonly used uncontrolled rectifiers. Its functioning is shown with the help of measurement results of a 1kW laboratory prototype. The last section shows a demonstrator in which a conventional conveyer system (with induction motor and braking resistor) is compared with an optimized one using the presented components. Power versus time measurements show specific energy savings resulting from the interaction of the optimized components.}},
  author       = {{Austermann, Johann and Borcherding, Holger and Stichweh, H. and Grabs, Volker}},
  booktitle    = {{2016 18th European Conference on Power Electronics and Applications (EPE'16 ECCE Europe)}},
  isbn         = {{978-3-8007-4186-1}},
  keywords     = {{electric current control, induction motors, invertors, permanent magnet motors, reluctance motors, sensorless machine control, torque control, modular solution kit, intralogistic drives, automated warehouse, energy consumption reduction, optimized components interaction, induction motor, synchronous reluctance motor, permanent magnet synchronous machine, sensorless control technique, signal injection, rotor position, motor current, MTPA-control, regeneration unit, DC link, frequency inverters, buck converter, synchronous inverter, line-filter, Induction motors, Reluctance motors, Permanent magnet motors, Rotors, Torque, Inverters, intralogistics, reluctance motor, sensorless control, regeneration unit, braking energy}},
  location     = {{Karlsruhe}},
  pages        = {{1639--1646}},
  publisher    = {{VDE Verlag}},
  title        = {{{High Efficient Modular Drive System - An Ideal Approach for Green Intralogistics Applications}}},
  doi          = {{10.1109/EPE.2016.7695687}},
  year         = {{2016}},
}

@inproceedings{432,
  abstract     = {{The trend of increasing technological complexity of machines mainly correlates with the integration of additional functions in machines. Increasing functionality  of  the  machines  leads  to  an  increased  number  of  control  
elements, which limits the clarity of the machine operation and leads to higher cognitive demands in the machine operation. Due to the growing functional range of production machines the demand of usability  for  the  operating  systems  continues  to  grow.  The  selection  and design  of  icons  for  the  identification of controls  contributes  significantly  to usability, especially for intuitive operation of production machines.  
The  aim  of  this  study  is  to  investigate  the  intuitive  usability  of  production machines,  to  consider  its  use  of  graphical  elements  (icons)  and  to  derive recommendations  for  a  demand-oriented  selection  and  design  of  icons.  To achieve  this  goal,  laboratory  studies at  five  modern  production  machines (laser  sintering  machine,  CNC  universal  lathe,  plastic  injection  molding machine,  laser  processing  machine,  woodworking  machine)  -  each  with different operating concept - were performed. The  results  of  the  study  show  that  the  used  symbols  in  the  examined machines  are  only  limited  self-explanatory  and  intuitive,  and  thus  have significant deficits for easy and intuitive operation. Especially the combination of screens and electronic keys or switches was often criticized and leads to uncertainty in the operation. As a result, recommendations for the design of icons on production machines are given. }},
  author       = {{Riediger, Daniel and Hinrichsen, Sven and Schlee, Alexander}},
  booktitle    = {{Production Engineering and Management}},
  editor       = {{Villmer, Franz-Josef and Padoano, Elio}},
  isbn         = {{978-3-941645-11-0}},
  keywords     = {{Usability, production mach ine, icons, usability, hum an-machine compatibility}},
  location     = {{Trieste}},
  number       = {{1}},
  pages        = {{123--130}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Ergonomic Design of Graphical Control Elements on Production Machines}}},
  year         = {{2015}},
}

@book{4336,
  abstract     = {{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.

The 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.

The 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.}},
  editor       = {{Holzinger, Andreas and Röcker, Carsten and Ziefle, Martina}},
  isbn         = {{978-3-319-16225-6}},
  issn         = {{1611-3349}},
  keywords     = {{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}},
  pages        = {{275}},
  publisher    = {{Springer}},
  title        = {{{Smart Health: Open Problems and Future Challenges}}},
  doi          = {{10.1007/978-3-319-16226-3}},
  volume       = {{8700}},
  year         = {{2015}},
}

@inproceedings{2167,
  abstract     = {{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.
}},
  author       = {{Niggemann, Oliver and Lohweg, Volker}},
  booktitle    = {{Twenty-Ninth Conference on Artificial Intelligence (AAAI-15)}},
  keywords     = {{Cyber-Physical Systems, Machine Learning, Diagnosis, Anomaly Detection}},
  title        = {{{On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda}}},
  year         = {{2015}},
}

@inproceedings{4395,
  abstract     = {{This paper presents the evaluation of a mixed reality communication system for the home domain, called roomXT. The system uses a wall-sized display that is seamlessly integrated into a living lab, to create a 'life-like' video communication experience. In order to demonstrate the potential of this approach, we conducted a living lab study comparing the developed prototype with a desktop-based system. A special video communication application, which enables spatially separated users to have a joint dinner experience, served as a common basis for the different test conditions. Results of the study show that the overall concept of roomXT was well eceived by users of a wide age range and that the developed prototype system seems to be preferred to commercially available video communication solutions with respect to the tested quality dimensions.}},
  author       = {{Kasugai, Kai and Heidrich, Felix and Röcker, Carsten and Russell, Peter and Ziefle, Martina}},
  booktitle    = {{Proceedings of the 2012 International Symposium on Pervasive Displays}},
  editor       = {{José, Rui}},
  isbn         = {{978-145-031-414-5 }},
  keywords     = {{human-computer interaction, mixed-reality, large displays, co-dining, interactive media, family communication, co-presence, architecture}},
  location     = {{Porto, Portugal }},
  pages        = {{1--6}},
  publisher    = {{ACM}},
  title        = {{{Perspective Views in Video Communication Systems: An Analysis of Fundamental User Requirements}}},
  doi          = {{10.1145/2307798.2307811}},
  year         = {{2012}},
}

@inproceedings{2113,
  abstract     = {{In this paper, we sketch an idea for the integration of singleclass support vector machines (SVM) into fuzzy class learning. As result,we  obtain  robust  and  transparent  rule-based  fuzzy  classification  models suitable for online-classification tasks. In particular, the singleclass SVM is employed to extend the applicability of convex fuzzy classifica-tion models to nonconvex datainherent structures. The key point of thisextension  is  the  preservation  of  the  interpretability  for  both,  the  classlearning and the classification process. The feasibility of the approach isdemonstrated in the context of a banknote authentication application.}},
  author       = {{Hempel, Arne-Jens and Hähnel, Holger and Mönks, Uwe and Lohweg, Volker}},
  booktitle    = {{BVAu 2012 - 3. Jahresolloquium "Bildverarbeitung in der Automation" Centrum Industrial IT, Lemgo,}},
  keywords     = {{fuzzy  classification, pattern  recognition, single-class  support vector machine, data mining}},
  publisher    = {{inIT-Institut für industrielle Informationstechnik}},
  title        = {{{SVM-integrated Fuzzy Pattern Classification for Nonconvex Data-Inherent Structures Applied to Banknote Authentication}}},
  year         = {{2012}},
}

@inproceedings{4491,
  abstract     = {{This paper reports on a cross-national user study exploring the influence of the social work situation on the preferred level of control over IT services in smart office environments. The acceptance of different control mechanisms was tested for representative functionalities with participants from Germany and the USA. The results of the questionnaire-based study show, that the social situation, in which a certain application is used, has a significant effect on the preferred level of user control.}},
  author       = {{Röcker, Carsten}},
  booktitle    = {{2nd International Conference on Mechanical and Electrical Technology (ICMET), 2010 }},
  isbn         = {{9781424481002}},
  keywords     = {{Ambient Intelligence, Ubiquitous and Pervasive Computing, User Interface, Intelligent Environments, Human-Computer Interaction, User Study, Evaluation}},
  location     = {{Singapore}},
  pages        = {{314  --  318}},
  publisher    = {{IEEE}},
  title        = {{{Socially Dependent Interaction in Smart Spaces: How the Social Situation Influences the Interaction Style in Computer-Enhanced Environments}}},
  doi          = {{10.1109/ICMET.2010.5598371}},
  year         = {{2010}},
}

@inproceedings{4492,
  abstract     = {{In most countries demographic developments tend towards more and more elderly people in single households. Improving the quality of life for elderly people is an emerging issue within our information society. Good user interfaces have tremendous implications for appropriate accessibility. Though, user interfaces should not only be easily accessible, they should also be useful, usable and most of all enjoyable and a benefit for people. Traditionally, Human–Computer Interaction (HCI) bridges Natural Sciences (Psychology) and Engineering (Informatics/Computer Science), whilst Usability Engineering (UE) is anchored in Software Technology and supports the actual implemen-tation. Together, HCI and UE have a powerful potential to help towards making technology a little bit more accessible, useful, useable and enjoyable for everybody.}},
  author       = {{Holzinger, Andreas and Ziefle, Martina and Röcker, Carsten}},
  booktitle    = {{Computers Helping People with Special Needs, Part II}},
  editor       = {{ Miesenberger, K. and Klaus, J. and Zagler, W. and Karshmer, A.}},
  isbn         = {{978-3-642-14099-0}},
  keywords     = {{Human–Computer Interaction, Usability Engineering, User Interfaces, Elderly People, Older Adults}},
  location     = {{Vienna, Austria}},
  pages        = {{556--559}},
  publisher    = {{Springer}},
  title        = {{{Human-Computer Interaction and Usability Engineering for Elderly (HCI4AGING): Introduction to the Special Thematic Session}}},
  doi          = {{10.1007/978-3-642-14100-3_83}},
  volume       = {{6180}},
  year         = {{2010}},
}

@article{4500,
  abstract     = {{This paper identifies social and technological concerns, which are likely to emerge through the integration of Ubiquitous Computing technologies in future work environments. The concerns presented in this paper were collected by reviewing relevant literature from different research domains and are clustered into two groups. The first group of concerns concentrates on the violation of individual user privacy and the consequences, which arise from these privacy breaches. The second group addresses environmental and societal transformation processes caused by a large-scale penetration of future information and communication technologies into everyday life. }},
  author       = {{Röcker, Carsten}},
  issn         = {{1529-7314 }},
  journal      = {{Issues in information systems : IIS / International Association für Computer Information Systems, IACIS }},
  keywords     = {{Ubiquitous and Pervasive Computing, Ambient Intelligence, Human Factors, Technology Acceptance, User Requirements}},
  number       = {{1}},
  pages        = {{pp. 61 -- 68}},
  title        = {{{Social and Technological Concerns Associated with the Usage of Ubiquitous Computing Technologies}}},
  doi          = {{10.48009/1_iis_2010_61-68}},
  volume       = {{11}},
  year         = {{2010}},
}

@inproceedings{2087,
  abstract     = {{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.}},
  author       = {{Mönks, Uwe and Lohweg, Volker and Petker, Denis}},
  booktitle    = {{IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems}},
  keywords     = {{Fuzzy Logic, Probability Theory, Fuzzy-Pattern-Classification, Machine Learning, Artificial Intelligence, Pattern Recognition}},
  publisher    = {{28 Jun 2010 - 02 July 2010, Dortmund, Germany}},
  title        = {{{Fuzzy-Pattern-Classifier Training with Small Data Sets}}},
  year         = {{2010}},
}

@misc{1299,
  abstract     = {{The aim of the project is to combine the knowledge of audio, video, interaction design and performing art into a media based content. A media worker without previous knowledge of electronics tends to achieve the task to work out the communication between media and interactive device. By means of an interactive installation, the technical and aesthetical opportunities are explored to find new ways to present the performance of musicians as well.}},
  author       = {{Hsieh, Mong-Gan}},
  keywords     = {{Visual Music, Mapping Projection, Interaction Design, Digital Performance, Audiovisual, Arduino, Pure Data}},
  pages        = {{53}},
  publisher    = {{Hochschule Ostwestfalen-Lippe}},
  title        = {{{Interactive Audiovisual Performance : Realtime Interaction with Improvising Music and Mapping Projection}}},
  year         = {{2010}},
}

@inproceedings{2082,
  abstract     = {{A robust vision system for the counterfeit detection of bank ATM keyboards is presented. The approach is based on the continuous inspection of a keyboard surface by the authenticity verification of coded covert surface features. For the surface coding suitable visual patterns on the keyboard are selected while considering constraints from the visual imperceptibility, robustness and geometrical disturbances to be encountered from the aging effects. The system’s robustness against varying camera-keyboard distances, lighting conditions and dirt-and-scratches effects is investigated. Finally, a demonstrator working in real-time is developed in order to publicly demonstrate the surface authentication process.}},
  author       = {{Iqbal, Taswar and Le, Dinh Khoi and Nolte, Michael and Lohweg, Volker}},
  booktitle    = {{32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication}},
  isbn         = {{978-3-642-04616-2}},
  keywords     = {{ATMs, human perception, counterfeit resistance, digital authentication, surface coding, pattern recognition}},
  pages        = {{347--354}},
  publisher    = {{Springer}},
  title        = {{{Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation }}},
  doi          = {{https://doi.org/10.1007/978-3-642-04617-9_44}},
  volume       = {{5803}},
  year         = {{2009}},
}

@inbook{4766,
  abstract     = {{This chapter presents a formative multi-method evaluation on future gaming systems. Following a scenario-driven approach, quantitative and qualitative methods are employed to elicit feedback from different target user populations. Based on the results of the different evaluation parts, a set of design requirements for future home entertainment systems is derived.}},
  author       = {{Röcker, Carsten and Magerkurth, Carsten and Hinske, Steve and Lampe, Matthias}},
  booktitle    = {{A reader for pervasive gaming research / Vol. 2. Pervasive gaming applications}},
  isbn         = {{978-3-8322-6224-2}},
  keywords     = {{User Interfaces, Pervasive Games, Evaluation, Human Computer  Interaction, User Requirements, Design Guidelines, Interface Design}},
  publisher    = {{Shaker}},
  title        = {{{Designing User-Friendly Interfaces for Pervasive Gaming Applications}}},
  volume       = {{67-83}},
  year         = {{2007}},
}

@inproceedings{4769,
  abstract     = {{In this paper a music-based awareness system called 'Social Radio' is presented. The system focuses on small intimate groups and enables multiple persons to stay in touch using smart artifacts and tangible interaction mechanisms.}},
  author       = {{Etter, Richard and Röcker, Carsten}},
  booktitle    = {{Proceedings of the International Conference on Tangible and Embedded Interaction (TEI'07)}},
  editor       = {{Ullmer, Brygg  and Schmidt, Albrecht}},
  isbn         = {{978-1-59593-619-6}},
  keywords     = {{Applied computing, Operations research, Human-centered computing, Human computer interaction (HCI)}},
  location     = {{Baton Rouge, Louisiana, USA}},
  pages        = {{11--12}},
  publisher    = {{ACM}},
  title        = {{{A Tangible User Interface for Multi-User Interaction}}},
  doi          = {{10.1145/1226969.1226972}},
  year         = {{2007}},
}

@inproceedings{4770,
  abstract     = {{This paper presents a novel approach for mediating awareness in small intimate groups. Instead of traditional communication media, music is used to inform users about the presence and mood of multiple remote peers. Based on this conceptual idea, an awareness system called 'Social Radio' was developed. The system consists of several smart artifacts and an underlying multi-user communication infrastructure.}},
  author       = {{Röcker, Carsten and Etter, Richard}},
  booktitle    = {{Proceedings of the International Conferences on Intelligent User Interfaces (IUI’07)}},
  isbn         = {{1-59593-481-2 }},
  keywords     = {{Applied computing, Operations research, Human-centered computing, Human computer interaction (HCI)}},
  location     = {{Honolulu Hawaii USA }},
  pages        = {{286--289}},
  publisher    = {{ACM}},
  title        = {{{Social Radio – A Music-Based Approach to Emotional Awareness Mediation}}},
  doi          = {{10.1145/1216295.1216348}},
  year         = {{2007}},
}

@inproceedings{4813,
  abstract     = {{This paper presents a formative multi-method evaluation on future gaming systems. Following a scenario-driven approach, quantitative and qualitative methods are employed to elicit feedback from different target user populations. Based on the results of the different evaluation parts, a set of design requirements for future home entertainment systems is derived. These requirements are then used to guide the development process of a ubiquitous computing gaming platform. To demonstrate the usefulness of the gaming platform, a sample application is discussed, which is described in the last section of this paper.}},
  author       = {{Röcker, Carsten and Magerkurth, Carsten and Haar, Maral}},
  booktitle    = {{Universal Access in Ambient Intelligence Environments : 9th ERCIM Workshop on User Interfaces for All}},
  editor       = {{Stephanidis, Constantine and Pieper, Michael}},
  isbn         = {{978-3-540-71024-0}},
  keywords     = {{User Interfaces, Pervasive Games, Evaluation, System Development, Tangible User Interfaces, Human Computer Interaction}},
  location     = {{Königswinter (Bonn), Germany}},
  pages        = {{352--368}},
  publisher    = {{Springer}},
  title        = {{{User Interfaces for Pervasive Games: Experiences of a Formative Multi-Method Evaluation and its Implications for System Development}}},
  doi          = {{10.1007/978-3-540-71025-7_23}},
  volume       = {{4397}},
  year         = {{2006}},
}

@inproceedings{4814,
  abstract     = {{In this paper, we present the Smart Dice Cup, a novel interaction device aimed at gaming applications in smart home environments. The Smart Dice Cup is used in a similar way as a traditional leather dice cup to generate random numbers. Integrated accelerometers relate the shaking of the device to the resulting rolls of the dice. In addition to an autonomous stand-alone mode, where the Smart Dice Cup serves as self-sustained gaming system, the device is also capable of communicating with its surrounding environment serving as an input device for other pervasive gaming applications.}},
  author       = {{Magerkurth, Carsten and Engelke, Timo and Röcker, Carsten}},
  booktitle    = {{Entertainment Computing - ICEC 2006}},
  editor       = {{Harper, Richard and Rauterberg, Matthias  and Combetto, Marco }},
  isbn         = {{978-3-540-45259-1}},
  keywords     = {{Interaction Device, Smart Home Environment, Pervasive Game, Remote Control Mode, Ambient Intelligence Environment}},
  location     = {{Cambridge, UK}},
  pages        = {{211--216}},
  publisher    = {{Springer}},
  title        = {{{The Smart Dice Cup: A Radio Controlled Sentient Interaction Device}}},
  doi          = {{10.1007/11872320_25}},
  year         = {{2006}},
}

@inproceedings{4819,
  abstract     = {{This paper presents the results of an empirical cross-cultural study conducted at six different sites in five European countries in the context of the EU IST-IP project AMIGO, Ambient Intelligence for the Networked Home Environment [1]. The study employed a scenario-driven approach and used quantitative and qualitative methods to elicit feedback from the target user population on concepts for intelligent home environments. The results are clustered and transformed in prioritized design guidelines.}},
  author       = {{Röcker, Carsten and Janse, Maddy D. and Portolan, Nathalie and Streitz, Norbert}},
  booktitle    = {{sOc-EUSAI '05: Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies}},
  isbn         = {{978-1-59593-304-1}},
  keywords     = {{Human-centered computing, Human computer interaction (HCI)}},
  location     = {{Grenoble, France}},
  pages        = {{111--116}},
  publisher    = {{ACM}},
  title        = {{{User Requirements for Intelligent Home Environments: A Scenario-Driven Approach and Empirical Cross-Cultural Study}}},
  doi          = {{10.1145/1107548.1107581}},
  volume       = {{121}},
  year         = {{2005}},
}

@misc{4822,
  author       = {{Streitz, Norbert and Magerkurth, Carsten and Prante, Thorsten and Röcker, Carsten}},
  booktitle    = {{Interactions : IX / Association of Computing Machinery }},
  issn         = {{1558-3449}},
  keywords     = {{Applied computing, Computers in other domains, Human-centered computing}},
  number       = {{4}},
  pages        = {{ 21 – 25}},
  publisher    = {{ACM Press}},
  title        = {{{From Information Design to Experience Design: Smart Artefacts and the Disappearing Computer}}},
  doi          = {{10.1145/1070960.1070979}},
  volume       = {{12}},
  year         = {{2005}},
}

@inproceedings{4828,
  abstract     = {{This demonstration reports results from the EU-funded project Ambient Agoras, investigating future applications of ubiquitous and ambient computing in workspaces. Instead of presenting underlying system technologies or evaluation findings, this demonstration will focus on three running prototypes that emerged from the project: InfoRiver, SIAM, and Hello.Wall. The systems are meant to support work-related processes in office buildings while at the same time fostering informal communication. The InfoRiver implements the information river metaphor for information flow through a building or an organization. SIAM is a task-management system enriched with collaboration support to foster group communication and awareness. Hello.Wall is a new ambient display that can "borrow" mobile artefacts. All prototypes are multi-user and multi-device systems enabling coherent and engaging interaction experiences with a variety of sensor-enhanced smart artefacts.}},
  author       = {{Prante, Thorsten and Stenzel, Richard and Röcker, Carsten and Streitz, Norbert and Magerkurth, Carsten}},
  booktitle    = {{HI EA '04: CHI '04 Extended Abstracts on Human Factors in Computing Systems}},
  editor       = {{Dykstra-Erickson, Elizabeth   and Tscheligi, Manfred }},
  isbn         = {{978-1-58113-703-3}},
  keywords     = {{Hardware, Human-centered computing}},
  location     = {{Vienna, Austria}},
  pages        = {{763--764}},
  publisher    = {{ACM}},
  title        = {{{Ambient Agoras – InfoRiver, SIAM, Hello.Wall}}},
  doi          = {{10.1145/985921.985924}},
  year         = {{2004}},
}

@inproceedings{4830,
  abstract     = {{We present a ubiquitous computing environment that consists of the Hello.Wall in combination with ViewPorts. Hello.Wall is a new wall-sized ambient display [4,2] that emits information via light patterns and is considered informative art. As an integral part of the physical environment, Hello.Wall constitutes a seeding element of a social architectural space conveying awareness information and atmospheres in organizations or at specific places. The display is context-dependent by reflecting identity and distance of people passing by. Hello.Wall can "borrow" other artefacts in order to communicate more detailed information. These mobile devices are called ViewPorts. People can also further interact with the Hello.Wall using ViewPorts via integrated WaveLAN and RFID technology.}},
  author       = {{Prante, Thorsten and Röcker, Carsten and Streitz, Norbert and Stenzel, Richard and Magerkurth, Carsten and van Alphen, Daniel and Plewe, D. A.}},
  booktitle    = {{Video Track and Adjunct Proceedings of the Fifth International Conference on Ubiquitous Computing (UBICOMP’03)}},
  editor       = {{Ljungstrand, P. and Brotherton, J.}},
  keywords     = {{Ambient display, informative art, social architectural space, context-dependent, sensor-based  interaction, interactive  wall, interaction  design, mobile  devices, smart  artefacts, ubiquitous computing environment, calm technology}},
  location     = {{Seattle, Washington, USA,}},
  pages        = {{277--278}},
  title        = {{{Hello.Wall – Beyond Ambient Displays}}},
  year         = {{2003}},
}

