Implementing a Decision-Aware System for Loan Contracting Decision Process

Razvan Petrusel (), Daniel Mican () and Cristina-Claudia Dolean ()

Informatica Economica, 2011, vol. 15, issue 1, 167-182

Abstract: The paper introduces our work related to the design and implementation of a decision-aware system focused on the loan contracting decision process. A decision-aware system is a software that enables the user to make a decision in a simulated environment and logs all the actions of the decision maker while interacting with the software. By using a mining algorithm on the logs, it creates a model of the decision process and presents it to the user. The main design issue introduced in the paper is the possibility to log the mental actions of the user. The main implementation issues are: user activity logging programming and technologies used. The first section of the paper introduces the state-of-the-art research in process mining and the framework of our research; the second section argues the design of the system; the third section introduces the actual implementation and the fourth section shows a running example.

Keywords: Decision-Aware Systems; Decision Activity Logs; Decision Mining; Codeigniter; JSON (search for similar items in EconPapers)
Date: 2011
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