Design Principles for User Interfaces in AI-Based Decision Support Systems: The Case of Explainable Hate Speech Detection
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DOI: 10.1007/s10796-021-10234-5
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- Jan Brocke & Alexander Maedche, 2019. "The DSR grid: six core dimensions for effectively planning and communicating design science research projects," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(3), pages 379-385, September.
- Kaplan, Andreas & Haenlein, Michael, 2020. "Rulers of the world, unite! The challenges and opportunities of artificial intelligence," Business Horizons, Elsevier, vol. 63(1), pages 37-50.
- Stefan Seidel & Leona Chandra Kruse & Nadine Székely & Michael Gau & Daniel Stieger & Ken Peffers & Tuure Tuunanen & Björn Niehaves & Kalle Lyytinen, 2018. "Design principles for sensemaking support systems in environmental sustainability transformations," European Journal of Information Systems, Taylor & Francis Journals, vol. 27(2), pages 221-247, March.
- John Venable & Jan Pries-Heje & Richard Baskerville, 2016. "FEDS: a Framework for Evaluation in Design Science Research," European Journal of Information Systems, Taylor & Francis Journals, vol. 25(1), pages 77-89, January.
- Juan Pablo Usuga Cadavid & Samir Lamouri & Bernard Grabot & Robert Pellerin & Arnaud Fortin, 2020. "Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0," Journal of Intelligent Manufacturing, Springer, vol. 31(6), pages 1531-1558, August.
- DunLu Peng & YinRui Wang & Cong Liu & Zhang Chen, 2020. "TL-NER: A Transfer Learning Model for Chinese Named Entity Recognition," Information Systems Frontiers, Springer, vol. 22(6), pages 1291-1304, December.
- Sebastián Vallejos & Diego G. Alonso & Brian Caimmi & Luis Berdun & Marcelo G. Armentano & Álvaro Soria, 2021. "Mining Social Networks to Detect Traffic Incidents," Information Systems Frontiers, Springer, vol. 23(1), pages 115-134, February.
- Juhani Iivari & Magnus Rotvit Perlt Hansen & Amir Haj-Bolouri, 2021. "A proposal for minimum reusability evaluation of design principles," European Journal of Information Systems, Taylor & Francis Journals, vol. 30(3), pages 286-303, May.
- Stathis G. Arapostathis, 2021. "A Methodology for Automatic Acquisition of Flood‐event Management Information From Social Media: the Flood in Messinia, South Greece, 2016," Information Systems Frontiers, Springer, vol. 23(5), pages 1127-1144, September.
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Keywords
Design science research; Design principles; Hate speech detection; Explainable artificial intelligence; Local explanations;All these keywords.
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