Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3660515.3662837acmconferencesArticle/Chapter ViewAbstractPublication PageseicsConference Proceedingsconference-collections
abstract

Second Workshop on Engineering Interactive Systems Embedding AI Technologies

Published: 24 June 2024 Publication History

Abstract

This workshop is the second edition and aims to bring together researchers and practitioners interested in the engineering of interactive systems that embed AI technologies (as for instance, AI-based recommender systems) or that use AI during the engineering lifecycle. The overall objective is to identify (from experience reported by participants) methods, techniques, and tools to support the use and inclusion of AI technologies in the whole engineering lifecycle for interactive systems. A specific focus was on guaranteeing that user-relevant properties such as usability and user experience are accounted for. Another focus was on the identification and definition of software architectures supporting those integration. Contributions are expected to address system-related properties, including resilience, dependability, reliability, or performance.

References

[1]
Amina Adadi and Mohammed Berrada. 2018. Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI). IEEE Access 6 (2018), 52138–52160. https://doi.org/10.1109/ACCESS.2018.2870052
[2]
E. Bassetti, A. Luciani, and E. Panizzi. 2021. ML Classification of Car Parking with Implicit Interaction on the Driver’s Smartphone. In Human-Computer Interaction–INTERACT 2021: 18th IFIP TC 13 International Conference, Bari, Italy, August 30–September 3, 2021, Proceedings, Part III, Vol. 18. Springer International Publishing, 291–299. https://doi.org/10.1007/978-3-030-85613-7_21
[3]
R. Bernhaupt, M. Cronel, F. Manciet, C. Martinie, and P. Palanque. 2015. Transparent Automation for Assessing and Designing better Interactions between Operators and Partly-Autonomous Interactive Systems. In Proceedings of the 5th International Conference on Application and Theory of Automation in Command and Control Systems (Toulouse, France) (ATACCS ’15). Association for Computing Machinery, New York, NY, USA, 129–139. https://doi.org/10.1145/2899361.2899375
[4]
Géry Casiez and Nicolas Roussel. 2011. No more bricolage! methods and tools to characterize, replicate and compare pointing transfer functions. In Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology (Santa Barbara, California, USA) (UIST ’11). Association for Computing Machinery, New York, NY, USA, 603–614. https://doi.org/10.1145/2047196.2047276
[5]
Federico Maria Cau, Hanna Hauptmann, Lucio Davide Spano, and Nava Tintarev. 2023. Effects of AI and Logic-Style Explanations on Users’ Decisions Under Different Levels of Uncertainty. ACM Trans. Interact. Intell. Syst. 13, 4, Article 22 (dec 2023), 42 pages. https://doi.org/10.1145/3588320
[6]
Sven Coppers, Jan Van den Bergh, Kris Luyten, Karin Coninx, Iulianna van der Lek-Ciudin, Tom Vanallemeersch, and Vincent Vandeghinste. 2018. Intellingo: An Intelligible Translation Environment. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18). Association for Computing Machinery, New York, NY, USA, 1–13. https://doi.org/10.1145/3173574.3174098
[7]
Sven Coppers, Davy Vanacken, and Kris Luyten. 2022. FortClash: Predicting and Mediating Unintended Behavior in Home Automation. Proc. ACM Hum.-Comput. Interact. 6, EICS (2022), 1–20. https://doi.org/10.1145/3532204
[8]
Biplab Deka, Zifeng Huang, Chad Franzen, Joshua Hibschman, Daniel Afergan, Yang Li, Jeffrey Nichols, and Ranjitha Kumar. 2017. Rico: A Mobile App Dataset for Building Data-Driven Design Applications. In Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology (Québec City, QC, Canada) (UIST ’17). Association for Computing Machinery, New York, NY, USA, 845–854. https://doi.org/10.1145/3126594.3126651
[9]
Alan Dix. 1992. Human issues in the use of pattern recognition techniques. Ellis Horwood, 429–451. https://alandix.com/academic/papers/neuro92/.
[10]
Alan Dix. 2021. Designing User Interactions with AI: Servant, Master or Symbiosis. The AI Summit London. Full notes available at: https://www.alandix.com/academic/talks/AI-Summit-2021-UI-with-AI/.
[11]
Alan Dix, Sven Mayer, Philippe Palanque, Emanuele Panizzi, and Lucio Davide Spano. 2023. Engineering Interactive Systems Embedding AI Technologies. In Companion Proceedings of the 2023 ACM SIGCHI Symposium on Engineering Interactive Computing Systems (, Swansea, United Kingdom,) (EICS ’23 Companion). Association for Computing Machinery, New York, NY, USA, 90–92. https://doi.org/10.1145/3596454.3597195
[12]
Peitong Duan, Jeremy Warner, and Bjoern Hartmann. 2023. Towards Generating UI Design Feedback with LLMs. In Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology(UIST ’23 Adjunct). Association for Computing Machinery, New York, NY, USA, Article 70, 3 pages. https://doi.org/10.1145/3586182.3615810
[13]
C. Fayollas, C. Martinie, P. Palanque, Y. Deleris, J.-C. Fabre, and D. Navarre. 2014. An Approach for Assessing the Impact of Dependability on Usability: Application to Interactive Cockpits. In 2014 Tenth European Dependable Computing Conference. 198–209. https://doi.org/10.1109/EDCC.2014.17
[14]
Robert Garfinkel, Elena Fernandez, and Ram Gopal. 2003. Design of an interactive spell checker: optimizing the list of offered words. Decision Support Systems 35, 3 (2003), 385–397. https://doi.org/10.1016/S0167-9236(02)00115-X
[15]
Tovi Grossman and Ravin Balakrishnan. 2005. The bubble cursor: enhancing target acquisition by dynamic resizing of the cursor’s activation area. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Portland, Oregon, USA) (CHI ’05). Association for Computing Machinery, New York, NY, USA, 281–290. https://doi.org/10.1145/1054972.1055012
[16]
D. C. Hernandez-Bocanegra and J. Ziegler. 2023. Explaining Recommendations through Conversations: Dialog Model and the Effects of Interface Type and Degree of Interactivity. ACM Transactions on Interactive Intelligent Systems 13, 2 (2023), 6:1–6:47. https://doi.org/10.1145/3579541
[17]
Ranjitha Kumar, Arvind Satyanarayan, Cesar Torres, Maxine Lim, Salman Ahmad, Scott R. Klemmer, and Jerry O. Talton. 2013. Webzeitgeist: design mining the web. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Paris, France) (CHI ’13). Association for Computing Machinery, New York, NY, USA, 3083–3092. https://doi.org/10.1145/2470654.2466420
[18]
Johannes Kunkel, Tim Donkers, Lisa Michael, Catalin-Mihai Barbu, and Jürgen Ziegler. 2019. Let Me Explain: Impact of Personal and Impersonal Explanations on Trust in Recommender Systems. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI ’19). Association for Computing Machinery, New York, NY, USA, 1–12. https://doi.org/10.1145/3290605.3300717
[19]
Johannes Kunkel, Benedikt Loepp, and Jürgen Ziegler. 2017. A 3D Item Space Visualization for Presenting and Manipulating User Preferences in Collaborative Filtering. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI ’17). Association for Computing Machinery, New York, NY, USA, 3–15. https://doi.org/10.1145/3025171.3025189
[20]
Hao Lü and Yang Li. 2013. Gesture studio: authoring multi-touch interactions through demonstration and declaration. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Paris, France) (CHI ’13). Association for Computing Machinery, New York, NY, USA, 257–266. https://doi.org/10.1145/2470654.2470690
[21]
Alexander Meschtscherjakov, Manfred Tscheligi, Bastian Pfleging, Shadan Sadeghian Borojeni, Wendy Ju, Philippe Palanque, Andreas Riener, Bilge Mutlu, and Andrew L. Kun. 2018. Interacting with Autonomous Vehicles: Learning from other Domains. In Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems (, Montreal QC, Canada, ) (CHI EA ’18). Association for Computing Machinery, New York, NY, USA, 1–8. https://doi.org/10.1145/3170427.3170614
[22]
Carl Oechsner, Sven Mayer, and Andreas Butz. 2022. Challenges and Opportunities of Cooperative Robots as Cooking Appliances. Proceedings of the 2022 Workshop on Engaging with Automation. https://ceur-ws.org/Vol-3154/paper14.pdf.
[23]
Philippe Palanque. 2020. Ten Objectives and Ten Rules for Designing Automations in Interaction Techniques, User Interfaces and Interactive Systems. In Proceedings of the International Conference on Advanced Visual Interfaces (Salerno, Italy) (AVI ’20). Association for Computing Machinery, New York, NY, USA, Article 2, 10 pages. https://doi.org/10.1145/3399715.3400872
[24]
Philippe Palanque, Sandra Basnyat, Regina Bernhaupt, Ronald Boring, Chris Johnson, and Peter Johnson. 2007. Beyond usability for safety critical systems: how to be sure (safe, usable, reliable, and evolvable)?. In CHI ’07 Extended Abstracts on Human Factors in Computing Systems (San Jose, CA, USA) (CHI EA ’07). Association for Computing Machinery, New York, NY, USA, 2133–2136. https://doi.org/10.1145/1240866.1240966
[25]
Joon Sung Park, Lindsay Popowski, Carrie Cai, Meredith Ringel Morris, Percy Liang, and Michael S. Bernstein. 2022. Social Simulacra: Creating Populated Prototypes for Social Computing Systems. In Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology (Bend, OR, USA) (UIST ’22). Association for Computing Machinery, New York, NY, USA, Article 74, 18 pages. https://doi.org/10.1145/3526113.3545616
[26]
Elisa Ramil Brick, Vanesa Caballero Alonso, Conor O’Brien, Sheron Tong, Emilie Tavernier, Amit Parekh, Angus Addlesee, and Oliver Lemon. 2021. Am I Allergic to This? Assisting Sight Impaired People in the Kitchen. In Proceedings of the 2021 International Conference on Multimodal Interaction (Montréal, QC, Canada) (ICMI ’21). Association for Computing Machinery, New York, NY, USA, 92–102. https://doi.org/10.1145/3462244.3481000
[27]
Albrecht Schmidt, Passant Elagroudy, Fiona Draxler, Frauke Kreuter, and Robin Welsch. 2024. Simulating the Human in HCD with ChatGPT: Redesigning Interaction Design with AI. Interactions 31, 1 (jan 2024), 24–31. https://doi.org/10.1145/3637436
[28]
Jerry Talton, Lingfeng Yang, Ranjitha Kumar, Maxine Lim, Noah Goodman, and Radomír Měch. 2012. Learning design patterns with bayesian grammar induction. In Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology (Cambridge, Massachusetts, USA) (UIST ’12). Association for Computing Machinery, New York, NY, USA, 63–74. https://doi.org/10.1145/2380116.2380127
[29]
Bram van Deurzen, Herman Bruyninckx, and Kris Luyten. 2022. Choreobot: A Reference Framework and Online Visual Dashboard for Supporting the Design of Intelligible Robotic Systems. Proc. ACM Hum.-Comput. Interact. 6, EICS (2022), 1–24. https://doi.org/10.1145/3532201
[30]
Chao Wang, Stephan Hasler, Daniel Tanneberg, Felix Ocker, Frank Joublin, Antonello Ceravola, Joerg Deigmoeller, and Michael Gienger. 2024. Large Language Models for Multi-Modal Human-Robot Interaction. arxiv:2401.15174 [cs.RO]
[31]
Jackie Junrui Yang, Yingtian Shi, Yuhan Zhang, Karina Li, Daniel Wan Rosli, Anisha Jain, Shuning Zhang, Tianshi Li, James A. Landay, and Monica S. Lam. 2024. ReactGenie: A Development Framework for Complex Multimodal Interactions Using Large Language Models. arxiv:2306.09649 [cs.HC]

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
EICS '24 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems
June 2024
129 pages
ISBN:9798400706516
DOI:10.1145/3660515
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 June 2024

Check for updates

Author Tags

  1. AI technologies
  2. Interactive Systems Engineering
  3. Reliability
  4. UX
  5. Usability

Qualifiers

  • Abstract
  • Research
  • Refereed limited

Conference

EICS '24
Sponsor:

Acceptance Rates

Overall Acceptance Rate 73 of 299 submissions, 24%

Upcoming Conference

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 50
    Total Downloads
  • Downloads (Last 12 months)50
  • Downloads (Last 6 weeks)4
Reflects downloads up to 26 Dec 2024

Other Metrics

Citations

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

HTML Format

View this article in HTML Format.

HTML Format

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media