Requirements for AI-based Teammates: A Qualitative Inquiry in the Context of Creative Workshops

Simple item page
dc.contributor.authorElshan, Edona
dc.contributor.authorSiemon, Dominik
dc.contributor.authorDe Vreede, Triparna
dc.contributor.authorDe Vreede, Gert-Jan
dc.contributor.authorOeste-Reiß, Sarah
dc.contributor.authorEbel, Philipp
dc.date.accessioned2021-12-24T17:17:03Z
dc.date.available2021-12-24T17:17:03Z
dc.date.issued2022-01-04
dc.description.abstractInnovation requires organizations to tap into the knowledge and creativity of teams. However, teams are confronted with massive amounts of data and information, necessitating a broad set of knowledge, methodologies, and approaches to solve problems and innovate. Consequently, team composition has become a critical challenge. Recent advances in artificial intelligence (AI) may assist in addressing this challenge. As AI is permeating both business and private sectors, organizational teams may be augmented with AI team members. However, given the nascent nature of this phenomenon, little is known about the specific roles and requirements for such AI teammates. Within an interview study we discover common challenges in teams and identify recurring capability gaps of participants and behaviors that negatively impact the team's collective performance. Based on our findings, we propose requirements for AI-based teammates to address these gaps and support beneficial collaboration between humans and AI in teams.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2022.020
dc.identifier.isbn978-0-9981331-5-7
dc.identifier.urihttp://hdl.handle.net/10125/79350
dc.language.isoeng
dc.relation.ispartofProceedings of the 55th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectAI and Future of Work
dc.subjectartificial intelligence
dc.subjectcollaboration
dc.subjectcreativity
dc.subjecthuman-machine interaction
dc.subjecthybrid intelligence
dc.titleRequirements for AI-based Teammates: A Qualitative Inquiry in the Context of Creative Workshops
dc.type.dcmitext

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
0017.pdf
Size:
394.05 KB
Format:
Adobe Portable Document Format
Download

Collections

AI and Future of Work