Dimitra Anastasiou
ABSTRACT
This is a concept paper that introduces the Cognitive Internet of Things and particularly the role that human users play in it. The Cognitive Internet of Things, which forms a Collective AI, based on autonomous software agents, with things that can sense, think and act. We address three specific IoT challenges from a human-centred and social way: interaction, user experience, and human models. We have made an extended literature review from 2015 since today, however we present here only a few most current human-centred IoT related works. The keywords we searched for, among others were "Cognitive IoT", "Collective Artificial Intelligence", "Social IoT", "smart/cognitive things", 'CIoT design/usability', etc. The asset of the paper is to provide three open research questions for future investigation pertaining to natural human-agent interaction, design and user experience, and human modeling, and identify literature gaps
Supplemental Material
- Alce, Günter, Eva-Maria Ternblad, and Mattias Wallergård. 2019. Design and Evaluation of Three Interaction Models for Manipulating Internet of Things (IoT) Devices in Virtual Reality. IFIP Conference on Human-Computer Interaction, pp. 267--286. Springer, Cham.Google Scholar
- Alce, Günter, Andreas Espinoza, Ted Hartzell, Staffan Olsson, Dennis Samuelsson, and Mattias Wallergård. 2018. UbiCompass: An IoT Interaction Concept. Advances in Human-Computer Interaction.Google Scholar
- Amato, Flora, Angelo Chianese, Vincenzo Moscato, Antonio Picariello, and Giancarlo Sperli. 2012. SNOPS: a smart environment for cultural heritage applications." In Proceedings of the twelfth international workshop on Web information and data management, pp. 49--56.Google Scholar
- Ardito, Carmelo, Giuseppe Desolda, Rosa Lanzilotti, Alessio Malizia, and Maristella Matera. 2020. Analysing trade-offs in frameworks for the design of smart environments." Behaviour & Information Technology 39, no. 1, 47--71.Google ScholarCross Ref
- Balani, Naveen, and Rajeev Hathi. 2015. Enterprise IoT: A Definitive Handbook. CreateSpace Independent Publishing Platform.Google Scholar
- Buschmeier, Hendrik, and Stefan Kopp. 2018. Communicative listener feedback in human--agent interaction: artificial speakers need to be attentive and adaptive." Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems.Google Scholar
- Chiu, Ming-Chuan, and Li-Wei Ko. 2017. Develop a personalized intelligent music selection system based on heart rate variability and machine learning." Multimedia Tools and Applications 76, no. 14, 15607--15639.Google ScholarDigital Library
- Curry, Edward, Souleiman Hasan, Christos Kouroupetroglou, Willem Fabritius, Umair ul Hassan, and Wassim Derguech. 2018. Internet of things enhanced user experience for smart water and energy management.IEEE Internet Computing 22, no. 1, 18--28.Google Scholar
- Fauquex, Milène, Sidhant Goyal, Florian Evequoz, and Yann Bocchi. 2015. Creating people-aware IoT applications by combining design thinking and user-centered design methods." IEEE 2nd World Forum on Internet of Things (WF-IoT), pp. 57--62. IEEE.Google Scholar
- Gianni, Francesco, Simone Mora, and Monica Divitini. 2019. RapIoT toolkit: Rapid prototyping of collaborative Internet of Things applications." Future Generation Computer Systems 95, 867--879.Google ScholarCross Ref
- Guo, Bin, Daqing Zhang, Zhu Wang, Zhiwen Yu, and Xingshe Zhou. 2013. Opportunistic IoT: Exploring the harmonious interaction between human and the internet of things." Journal of Network and Computer Applications 36, no. 6, 1531--1539.Google ScholarDigital Library
- Hart, Sandra G. 2006. NASA-task load index (NASA-TLX); 20 years later. Proceedings of the human factors and ergonomics society annual meeting, vol. 50, no. 9, pp. 904--908. Sage CA: Los Angeles, CA: Sage publications.Google Scholar
- Huang, Hsiao-Ying, and Masooda Bashir. 2017. Personal influences on dynamic trust formation in human-agent interaction. Proceedings of the 5th International Conference on Human Agent Interaction.Google Scholar
- Kim, Sungil. 2019. Revealing household characteristics using connected home products." Information Sciences 486, 52--61.Google ScholarCross Ref
- Kurze, Albrecht, Sören Totzauer, Alexandra Deschamps-Sonsino, and Arne Berger. 2019. A Collaborative Landscaping Exercise of IoT Design Methods." In Proceedings of the 31st Australian Conference on Human-Computer-Interaction, pp. 307--311.Google Scholar
- Magnenat-Thalmann, Nadia, et al., eds. 2016. Context Aware Human-Robot and Human-Agent Interaction. Springer International Publishing.Google Scholar
- Matthews, Sky. 2016. What is cognitive IoT?. https://www.ibmbigdatahub.com/blog/what-cognitive-iot.Google Scholar
- Javier Miranda et al. 2015. From the Internet of Things to the Internet ofPeople?. In:IEEE Internet Computing, 19.2, pp. 40--47.Google Scholar
- Norman, Donald A. "Cognitive artifacts. 1991. Designing interaction: Psychology at the human-computer interface 1, no. 1, 17--38.Google Scholar
- Park, Eunil, Yongwoo Cho, Jinyoung Han, and Sang Jib Kwon. 2017. Comprehensive approaches to user acceptance of Internet of Things in a smart home environment. IEEE Internet of Things Journal 4, no. 6, 2342--2350.Google ScholarCross Ref
- Sánchez-López, Y., and Cerezo, E. 2019. Designing emotional BDI agents: Good practices and open questions. The Knowledge Engineering Review, 34, E26. https://doi:10.1017/S0269888919000122Google ScholarCross Ref
- Sciuto, Alex, Arnita Saini, Jodi Forlizzi, and Jason I. Hong. 2018. Hey Alexa, What's Up?" A Mixed-Methods Studies of In-Home Conversational Agent Usage." In Proceedings of the 2018 Designing Interactive Systems Conference, pp. 857--868.Google Scholar
- Shin, Dong-Hee. 2017. Conceptualizing and measuring quality of experience of the internet of things: Exploring how quality is perceived by users. Information & Management 54, no. 8, 998--1011.Google ScholarDigital Library
- Vermesan, Ovidiu, Markus Eisenhauer, Harald Sundmaeker, Patrick Guillemin, Martin Serrano, Elias Z. Tragos, Javier Valino, Arthur van der Wees, Alex Gluhak, and Roy Bahr. 2017. Internet of things cognitive transformation technology research trends and applications. Cognitive Hyperconnected Digital Transformation: Internet of Things Intelligence Evolution.Google Scholar
- Pramanik, Pijush Kanti Dutta, Saurabh Pal, and Prasenjit Choudhury. 2018. Beyond automation: the cognitive IoT. artificial intelligence brings sense to the Internet of Things. Cognitive Computing for Big Data Systems Over IoT, pp. 1--37. Springer, Cham.Google Scholar
- Stevens, Catherine J., et al. 2016. Mimicry and expressiveness of an ECA in human-agent interaction: familiarity breeds content!.Computational cognitive science 2.1, 1.Google Scholar
Index Terms
- The Role of the Human User in the Cognitive Internet of Things
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