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Shaping IoT Systems Together: The User-System Mixed-Initiative Paradigm and Its Challenges

Published: 18 September 2023 Publication History

Abstract

Internet of Things (IoT) systems are often complex and have to deal with many challenges at the same time, both from a human and technical perspective. In this vision paper, we (i) describe IoT-Together , the Mixed-initiative Paradigm that we devise for IoT user-system collaboration and (ii) critically analyze related architectural challenges.

References

[1]
Bröring, A., et al.: IntellIoT: intelligent IoT environments. In: Internet of Things - 5th The Global IoT Summit, GIoTS 2022. Revised Selected Papers, vol. 13533, pp. 55–68 (2022)
[2]
Weyns D, Andersson J, Caporuscio M, Flammini F, Kerren A, and Löwe W A research agenda for smarter cyber-physical systems J. Integr. Des. Process. Sci. 2021 25 2 27-47
[3]
Hearst MA Trends & controversies: mixed-initiative interaction IEEE Intell. Syst. 1999 14 5 14-23
[4]
Horvitz, E.: Principles of mixed-initiative user interfaces. In: Williams, M.G., Altom, M.W. (eds.) Proceeding of the CHI 1999 Conference on Human Factors in Computing Systems: The CHI is the Limit, 1999, pp. 159–166. ACM (1999)
[5]
Jiang, S., Arkin, R.C.: Mixed-initiative human-robot interaction: definition, taxonomy, and survey. In: 2015 IEEE International Conference on Systems, Man, and Cybernetics, 2015, pp. 954–961. IEEE (2015)
[6]
Mayer S, Verborgh R, Kovatsch M, and Mattern F Smart configuration of smart environments IEEE Trans. Autom. Sci. Eng. 2016 13 3 1247-1255
[7]
Rahimi, H., Trentin, I.F., Ramparany, F., Boissier, O.: Q-smash: Q-learning-based self-adaptation of human-centered internet of things. In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, pp. 694–698 (2021)
[8]
Alkhabbas, F., Spalazzese, R., Davidsson, P.: ECo-IoT: an architectural approach for realizing emergent configurations in the internet of things. In: Software Architecture: 12th Europoean Conference on Software Architect, ECSA 2018, pp. 86–102 (2018)
[9]
De Sanctis, M., Muccini, H., Vaidhyanathan, K.: A user-driven adaptation approach for microservice-based IoT applications. In: IoT 2021: 11th International Conference on the Internet of Things, 2021, pp. 48–56. ACM (2021)
[10]
Abughazala MB, Moghaddam MT, Muccini H, and Vaidhyanathan K Biffl S, Navarro E, Löwe W, Sirjani M, Mirandola R, and Weyns D Human behavior-oriented architectural design Software Architecture 2021 Cham Springer 134-143
[11]
Alkhabbas F, Spalazzese R, and Davidsson P Ayaz H, Asgher U, and Paletta L Human-centric emergent configurations: supporting the user through self-configuring IoT systems Advances in Neuroergonomics and Cognitive Engineering 2021 Cham Springer 411-418
[12]
Brdnik S, Heričko T, and Šumak B Intelligent user interfaces and their evaluation: a systematic mapping study Sensors 2022 22 15 5830
[13]
Yigitbas E, Jovanovikj I, Biermeier K, Sauer S, and Engels G Integrated model-driven development of self-adaptive user interfaces Softw. Syst. Model. 2020 19 1057-1081
[14]
Moghaddam, M.T., Alipour, M., Kjærgaard, M. B.: User interface and architecture adaption based on emotions and behaviors. In: IEEE 20th International Conference on Software Architecture Companion (ICSA-C), pp. 101–105 (2023)
[15]
Zouhaier, L., BenDalyHlaoui, Y., Ayed, L.B.: Adaptive user interface based on accessibility context. Multimedia Tools Appl., 1–30 (2023)
[16]
Madni AM, Madni CC, and Lucero SD Leveraging digital twin technology in model-based systems engineering Systems 2019 7 1 7
[17]
Shim JP, Sharda R, French AM, Syler RA, and Patten KP The internet of things: multi-faceted research perspectives Commun. Assoc. Inf. Syst. 2020 46 1 21
[18]
Geetha A and Kalaiselvi Geetha M Acharjya DP and Geetha MK An appraisal on human-centered internet of things Internet of Things: Novel Advances and Envisioned Applications 2017 Cham Springer 263-280
[19]
Alkhabbas, F., Alawadi, S., Spalazzese, R., Davidsson, P.: Activity recognition and user preference learning for automated configuration of IoT environments. In: Proceedings of the 10th International Conference on the Internet of Things, pp. 1–8 (2020)
[20]
Mäkitalo, N., et al.: Social devices: collaborative co-located interactions in a mobile cloud. In: Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia (MUM 2012), pp. 1–10 (2012)

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Published In

cover image Guide Proceedings
Software Architecture: 17th European Conference, ECSA 2023, Istanbul, Turkey, September 18–22, 2023, Proceedings
Sep 2023
373 pages
ISBN:978-3-031-42591-2
DOI:10.1007/978-3-031-42592-9

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 18 September 2023

Author Tags

  1. Mixed-initiative paradigm
  2. User-System Collaboration
  3. Intelligent IoT Systems
  4. Novel Experiences
  5. Goal-driven IoT Systems

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