2017/05/23 by Maciej Michalewicz, Michalewicz, M., Sławomir T. Wierzchoń +3
Business, Management and Accounting · Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #FOS: Computer and information sciences
paper · pdf · doi:10.48550/arxiv.1705.08440
openalex publication_date 2017/05/23 · openalex created_date 2024/04/11 · openalex updated_date 2026/07/28
In this paper we present a methodology and discuss some implementation issues for a project on statistical/expert approach to data analysis and knowledge acquisition. We discuss some general assumptions underlying the project. Further, the requirements for a user-friendly computer assistant are specified along with the nature of tools aiding the researcher. Next we show some aspects of belief network approach and Dempster-Shafer (DST) methodology introduced in practice to system SEAD. Specifically we present the application of DS methodology to belief revision problem. Further a concept of an interface to probabilistic and DS belief networks enabling a user to understand the communication with a belief network based reasoning system is presented