Understanding the Nature and Constituent Elements of Artificial Intelligence-Based Applications: A Scoping Review Research in Progress

Conference paper

Marion Korosec-Serfaty, Bogdan Negoita, Ana Ortiz de Guinea, Gregory Vial, Jared Boasen, Juan Fernandez-Shaw, Pierre-Majorique Léger
HCI International 2022--Late Breaking Papers: Interacting with eXtended Reality and Artificial Intelligence: 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26--July 1, 2022, Proceedings, Interacción, vol. 13518, Springer Nature, 2022, p. 319

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APA Click to copy
Korosec-Serfaty, M., Negoita, B., de Guinea, A. O., Vial, G., Boasen, J., Fernandez-Shaw, J., & Léger, P.-M. (2022). Understanding the Nature and Constituent Elements of Artificial Intelligence-Based Applications: A Scoping Review Research in Progress. In Interacción (Vol. 13518, p. 319). Springer Nature.

Chicago/Turabian Click to copy
Korosec-Serfaty, Marion, Bogdan Negoita, Ana Ortiz de Guinea, Gregory Vial, Jared Boasen, Juan Fernandez-Shaw, and Pierre-Majorique Léger. “Understanding the Nature and Constituent Elements of Artificial Intelligence-Based Applications: A Scoping Review Research in Progress.” In Interacción, 13518:319. Springer Nature, 2022.

MLA Click to copy
Korosec-Serfaty, Marion, et al. “Understanding the Nature and Constituent Elements of Artificial Intelligence-Based Applications: A Scoping Review Research in Progress.” Interacción, vol. 13518, Springer Nature, 2022, p. 319.

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@inproceedings{korosec-serfaty2022a,
  title = {Understanding the Nature and Constituent Elements of Artificial Intelligence-Based Applications: A Scoping Review Research in Progress},
  year = {2022},
  journal = {Interacción},
  organization = {Springer Nature},
  pages = {319},
  volume = {13518},
  author = {Korosec-Serfaty, Marion and Negoita, Bogdan and de Guinea, Ana Ortiz and Vial, Gregory and Boasen, Jared and Fernandez-Shaw, Juan and Léger, Pierre-Majorique},
  booktitle = {HCI International 2022--Late Breaking Papers: Interacting with eXtended Reality and Artificial Intelligence: 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26--July 1, 2022, Proceedings}
}

Abstract

This research in progress manuscript reports on the preliminary findings of a scoping literature review that uncovers the constituent elements of Artificial Intelligence-based (AI) applications as a radically new type of digital artifact and compares them with those of non-AI-based applications to articulate theoretical propositions related to their use within organizations. A preliminary screening of a random sample of 10 non-AI based and 11 AI-based applicationrelated records was conducted to compare and contrast the focus and perspectives adopted by extant research. The findings of this initial screening indicate a tendency towards viewing AI-based applications as black boxes. These findings further suggest that the study of continued use of these applications may be a potentially rich area for future empirical research as most screened records focused on their initial use. The next steps of this review, which will include, among others, a narrative, thematic analysis, and the identification of gaps within extant research, may confirm or broaden these conclusions.