[{"citation":{"chicago":"Sieger, Leonie Nora, Julia Hermann, Astrid Schomäcker, Stefan Heindorf, Christian Meske, Celine-Chiara Hey, and Ayşegül Doğangün. “User Involvement in Training Smart Home Agents.” In <i>International Conference on Human-Agent Interaction</i>. ACM, 2022. <a href=\"https://doi.org/10.1145/3527188.3561914\">https://doi.org/10.1145/3527188.3561914</a>.","ieee":"L. N. Sieger <i>et al.</i>, “User Involvement in Training Smart Home Agents,” presented at the HAI ’22: International Conference on Human-Agent Interaction, Christchurch, New Zealand, 2022, doi: <a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>.","ama":"Sieger LN, Hermann J, Schomäcker A, et al. User Involvement in Training Smart Home Agents. In: <i>International Conference on Human-Agent Interaction</i>. ACM; 2022. doi:<a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>","mla":"Sieger, Leonie Nora, et al. “User Involvement in Training Smart Home Agents.” <i>International Conference on Human-Agent Interaction</i>, ACM, 2022, doi:<a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>.","short":"L.N. Sieger, J. Hermann, A. Schomäcker, S. Heindorf, C. Meske, C.-C. Hey, A. Doğangün, in: International Conference on Human-Agent Interaction, ACM, 2022.","bibtex":"@inproceedings{Sieger_Hermann_Schomäcker_Heindorf_Meske_Hey_Doğangün_2022, title={User Involvement in Training Smart Home Agents}, DOI={<a href=\"https://doi.org/10.1145/3527188.3561914\">10.1145/3527188.3561914</a>}, booktitle={International Conference on Human-Agent Interaction}, publisher={ACM}, author={Sieger, Leonie Nora and Hermann, Julia and Schomäcker, Astrid and Heindorf, Stefan and Meske, Christian and Hey, Celine-Chiara and Doğangün, Ayşegül}, year={2022} }","apa":"Sieger, L. N., Hermann, J., Schomäcker, A., Heindorf, S., Meske, C., Hey, C.-C., &#38; Doğangün, A. (2022). User Involvement in Training Smart Home Agents. <i>International Conference on Human-Agent Interaction</i>. HAI ’22: International Conference on Human-Agent Interaction, Christchurch, New Zealand. <a href=\"https://doi.org/10.1145/3527188.3561914\">https://doi.org/10.1145/3527188.3561914</a>"},"publication_status":"published","has_accepted_license":"1","main_file_link":[{"url":"https://papers.dice-research.org/2022/HAI_SmartHome/User_Involvement_in_Training_Smart_Home_Agents_public.pdf","open_access":"1"}],"conference":{"start_date":"2022-12-05","name":"HAI '22: International Conference on Human-Agent Interaction","location":"Christchurch, New Zealand","end_date":"2022-12-08"},"doi":"10.1145/3527188.3561914","author":[{"full_name":"Sieger, Leonie Nora","id":"93402","last_name":"Sieger","first_name":"Leonie Nora"},{"full_name":"Hermann, Julia","last_name":"Hermann","first_name":"Julia"},{"full_name":"Schomäcker, Astrid","last_name":"Schomäcker","first_name":"Astrid"},{"full_name":"Heindorf, Stefan","id":"11871","last_name":"Heindorf","orcid":"0000-0002-4525-6865","first_name":"Stefan"},{"last_name":"Meske","full_name":"Meske, Christian","first_name":"Christian"},{"last_name":"Hey","full_name":"Hey, Celine-Chiara","first_name":"Celine-Chiara"},{"last_name":"Doğangün","full_name":"Doğangün, Ayşegül","first_name":"Ayşegül"}],"date_updated":"2024-05-30T18:04:45Z","oa":"1","status":"public","type":"conference","alternative_title":["Increasing Perceived Control and Understanding"],"file_date_updated":"2024-05-30T18:04:31Z","user_id":"11871","department":[{"_id":"574"},{"_id":"760"}],"project":[{"_id":"121","name":"TRR 318 - B1: TRR 318 - Subproject B1","grant_number":"438445824"}],"_id":"34674","year":"2022","quality_controlled":"1","title":"User Involvement in Training Smart Home Agents","date_created":"2022-12-21T09:48:43Z","publisher":"ACM","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","access_level":"closed","file_id":"54524","file_name":"User_Involvement_in_Training_Smart_Home_Agents_public.pdf","file_size":1151728,"creator":"heindorf","date_created":"2024-05-30T18:04:31Z","date_updated":"2024-05-30T18:04:31Z"}],"abstract":[{"text":"Smart home systems contain plenty of features that enhance wellbeing in everyday life through artificial intelligence (AI). However, many users feel insecure because they do not understand the AI’s functionality and do not feel they are in control of it. Combining technical, psychological and philosophical views on AI, we rethink smart homes as interactive systems where users can partake in an intelligent agent’s learning. Parallel to the goals of explainable AI (XAI), we explored the possibility of user involvement in supervised learning of the smart home to have a first approach to improve acceptance, support subjective understanding and increase perceived control. In this work, we conducted two studies: In an online pre-study, we asked participants about their attitude towards teaching AI via a questionnaire. In the main study, we performed a Wizard of Oz laboratory experiment with human participants, where participants spent time in a prototypical smart home and taught activity recognition to the intelligent agent through supervised learning based on the user’s behaviour. We found that involvement in the AI’s learning phase enhanced the users’ feeling of control, perceived understanding and perceived usefulness of AI in general. The participants reported positive attitudes towards training a smart home AI and found the process understandable and controllable. We suggest that involving the user in the learning phase could lead to better personalisation and increased understanding and control by users of intelligent agents for smart home automation.","lang":"eng"}],"publication":"International Conference on Human-Agent Interaction","language":[{"iso":"eng"}],"ddc":["000"],"keyword":["human-agent interaction","smart homes","supervised learning","participation"]},{"citation":{"ama":"Ziegler M, Müller W, Schäfer R, Loeser C. Secure Profile Management in Smart Home Networks. In: <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>. IEEE; 2005. doi:<a href=\"https://doi.org/10.1109/DEXA.2005.171\">10.1109/DEXA.2005.171</a>","ieee":"M. Ziegler, W. Müller, R. Schäfer, and C. Loeser, “Secure Profile Management in Smart Home Networks,” presented at the 16th International Workshop on Database and Expert Systems Applications (DEXA’05), Copenhagen, Denmark , 2005, doi: <a href=\"https://doi.org/10.1109/DEXA.2005.171\">10.1109/DEXA.2005.171</a>.","chicago":"Ziegler, Max, Wolfgang Müller, Robbie Schäfer, and Chris Loeser. “Secure Profile Management in Smart Home Networks.” In <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>. Copenhagen, Denmark : IEEE, 2005. <a href=\"https://doi.org/10.1109/DEXA.2005.171\">https://doi.org/10.1109/DEXA.2005.171</a>.","bibtex":"@inproceedings{Ziegler_Müller_Schäfer_Loeser_2005, place={Copenhagen, Denmark }, title={Secure Profile Management in Smart Home Networks}, DOI={<a href=\"https://doi.org/10.1109/DEXA.2005.171\">10.1109/DEXA.2005.171</a>}, booktitle={Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)}, publisher={IEEE}, author={Ziegler, Max and Müller, Wolfgang and Schäfer, Robbie and Loeser, Chris}, year={2005} }","mla":"Ziegler, Max, et al. “Secure Profile Management in Smart Home Networks.” <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>, IEEE, 2005, doi:<a href=\"https://doi.org/10.1109/DEXA.2005.171\">10.1109/DEXA.2005.171</a>.","short":"M. Ziegler, W. Müller, R. Schäfer, C. Loeser, in: Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005), IEEE, Copenhagen, Denmark , 2005.","apa":"Ziegler, M., Müller, W., Schäfer, R., &#38; Loeser, C. (2005). Secure Profile Management in Smart Home Networks. <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>. 16th International Workshop on Database and Expert Systems Applications (DEXA’05), Copenhagen, Denmark . <a href=\"https://doi.org/10.1109/DEXA.2005.171\">https://doi.org/10.1109/DEXA.2005.171</a>"},"place":"Copenhagen, Denmark ","year":"2005","publication_identifier":{"isbn":["0-7695-2424-9"]},"doi":"10.1109/DEXA.2005.171","conference":{"location":"Copenhagen, Denmark ","name":"16th International Workshop on Database and Expert Systems Applications (DEXA'05)"},"title":"Secure Profile Management in Smart Home Networks","date_created":"2023-01-24T08:39:45Z","author":[{"first_name":"Max","last_name":"Ziegler","full_name":"Ziegler, Max"},{"last_name":"Müller","id":"16243","full_name":"Müller, Wolfgang","first_name":"Wolfgang"},{"first_name":"Robbie","full_name":"Schäfer, Robbie","last_name":"Schäfer"},{"full_name":"Loeser, Chris","last_name":"Loeser","first_name":"Chris"}],"publisher":"IEEE","date_updated":"2023-01-24T08:39:50Z","status":"public","abstract":[{"text":"Currently, middleware for smart home networks with embedded and mobile devices are in the focus of several investigations. In this paper, we propose a middleware for secure management of device and user profiles by integrating a profile database with a generic authentication scheme for an X.509 enabled ticket management in the context of the OSGi framework. After the introduction of the individual system components and their interaction, we also discuss potential system attacks.","lang":"eng"}],"publication":"Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)","type":"conference","language":[{"iso":"eng"}],"keyword":["Intelligent networks","Smart homes","Middleware","Project management","Data security","Ubiquitous computing","Context-aware services","Computer architecture","Home automation","Environmental management"],"department":[{"_id":"672"}],"user_id":"5786","_id":"39050"},{"title":"Profile Management technology for Smart Customization in Private Home Applications","doi":"10.1109/DEXA.2005.156","conference":{"location":"Copenhagen, Denmark ","name":"16th International Workshop on Database and Expert Systems Applications (DEXA'05)"},"date_updated":"2023-01-24T08:43:27Z","publisher":"IEEE","author":[{"full_name":"Groppe, Jinghua","last_name":"Groppe","first_name":"Jinghua"},{"last_name":"Müller","full_name":"Müller, Wolfgang","id":"16243","first_name":"Wolfgang"}],"date_created":"2023-01-24T08:43:21Z","year":"2005","place":"Copenhagen, Denmark ","citation":{"apa":"Groppe, J., &#38; Müller, W. (2005). Profile Management technology for Smart Customization in Private Home Applications. <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>. 16th International Workshop on Database and Expert Systems Applications (DEXA’05), Copenhagen, Denmark . <a href=\"https://doi.org/10.1109/DEXA.2005.156\">https://doi.org/10.1109/DEXA.2005.156</a>","bibtex":"@inproceedings{Groppe_Müller_2005, place={Copenhagen, Denmark }, title={Profile Management technology for Smart Customization in Private Home Applications}, DOI={<a href=\"https://doi.org/10.1109/DEXA.2005.156\">10.1109/DEXA.2005.156</a>}, booktitle={Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)}, publisher={IEEE}, author={Groppe, Jinghua and Müller, Wolfgang}, year={2005} }","mla":"Groppe, Jinghua, and Wolfgang Müller. “Profile Management Technology for Smart Customization in Private Home Applications.” <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>, IEEE, 2005, doi:<a href=\"https://doi.org/10.1109/DEXA.2005.156\">10.1109/DEXA.2005.156</a>.","short":"J. Groppe, W. Müller, in: Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005), IEEE, Copenhagen, Denmark , 2005.","chicago":"Groppe, Jinghua, and Wolfgang Müller. “Profile Management Technology for Smart Customization in Private Home Applications.” In <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>. Copenhagen, Denmark : IEEE, 2005. <a href=\"https://doi.org/10.1109/DEXA.2005.156\">https://doi.org/10.1109/DEXA.2005.156</a>.","ieee":"J. Groppe and W. Müller, “Profile Management technology for Smart Customization in Private Home Applications,” presented at the 16th International Workshop on Database and Expert Systems Applications (DEXA’05), Copenhagen, Denmark , 2005, doi: <a href=\"https://doi.org/10.1109/DEXA.2005.156\">10.1109/DEXA.2005.156</a>.","ama":"Groppe J, Müller W. Profile Management technology for Smart Customization in Private Home Applications. In: <i>Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)</i>. IEEE; 2005. doi:<a href=\"https://doi.org/10.1109/DEXA.2005.156\">10.1109/DEXA.2005.156</a>"},"publication_identifier":{"isbn":["0-7695-2424-9"]},"keyword":["Technology management","Smart homes","Environmental management","Resource description framework","Data models","Navigation","Mobile computing","Embedded computing","Ubiquitous computing","Mobile communication"],"language":[{"iso":"eng"}],"_id":"39052","user_id":"5786","department":[{"_id":"672"}],"abstract":[{"lang":"eng","text":"Smart homes provide their users with maximum comfort and convenience. In this paper, we present a profile management framework for situation-dependent customization in smart home environments, which meet the user preferences with given device capabilities. We apply profile processing and evolution methods to customize profiles on the fly and to automatically evolve user preferences. Furthermore, we give a comprehensive study on profile management technology."}],"status":"public","type":"conference","publication":"Proceedings of the 1st International Workshop on Secure and Ubiquitous Networks (SUN-2005)"}]