RCIS24

Tutorial Decision Intelligence

The basis for the tutorial is the following book chapter about a research agenda for decision modeling:

Decisions, advice and explanation_Overview and Research Agenda

Vanthienen, J. (2021). Decisions, advice and explanation: an overview and research agenda. In A Research Agenda for Knowledge Management and Analytics, Jay Liebowitz (ed.), 256 pp., Edward Elgar Publishing.

For each of the major activities a paper is available:

Emerging Standards in Decision Modeling-iBPMs

Taylor, J., Fish, A., Vanthienen, J., Vincent, P. (2013). Emerging standards in decision modeling. In: Intelligent BPM Systems: Impact and Opportunity, (133-146). (BPM and Workflow Handbook series). Chicago (US): iBPMS Expo. ISBN: 978-0-984976461.

Extracting DMN models from text using deep learning-ESWA

Goossens, A., De Smedt, J., Vanthienen, J. (2022). Extracting Decision Model and Notation models from text using deep learning techniques. Expert Systems With Applications. doi: 10.1016/j.eswa.2022.118667

From Text to Intelligent Services-HICSS

Goossens, A., Vanthienen, J. (2024). From Text to Intelligent Services in Knowledge Intensive Decision Processes: Text2Chat. In: Proceedings of the 57th Hawaii International Conference on System Sciences. Presented at the Hawaii International Conference on System Sciences (HICSS), Hawaii.