Decision Support Systems

This class is based on the two previous courses we had on EIS, regarding:

• Rule-Based Decision Support
• Business Intelligence Methods

A. DSS-specific

1. Efraim Turban, Ramesh E Sharda, Dursun Delen: Decision Support and Business Intelligence Systems, 9th Edition, Pearson
2. Vicki L. Sauter, Decision Support Systems For Business Intelligence, John Wiley and Sons

B. Rules-specific, see here

C. BPM-specific, see here

D. Other, general introduction

• Grzegorz J. Nalepa Modeling with Rules Using Semantic Knowledge Engineering, Intelligent Systems Reference Library, Springer, 2017, DOI 10.1007/978-3-319-66655-6

• gjn-prf-tut-01-enc.pdf
• gjn-prf-tut-02-enc.pdf
• gjn-prf-tut-03-enc.pdf
• [RSI] Recommender Systems - An Introduction, tutorial

• Lab 1 – Introduction to process mining
• Lab 2 – Process mining in Python
• Lab 3 – Simplified Alpha algorithm
• Lab 4 – Process simulation
• Lab 5 – Manual process modeling
• Lab 6 – Manual rules modeling
• Lab 7 – Process execution
• Lab 8-10 – Modelling games and agents
• Lab 11-12 – Statistical/Relational AI