01840nas a2200205   4500008004100000245005400041210005200095260001200147300001000159490000700169520124300176653002501419653002601444653001701470653002601487653002301513100002101536700002801557856004901585       2019                        eng d00aA CBR Decision Support System for Loan Evaluation0 aCBR Decision Support System for Loan Evaluation  c04/2019  a75-860 v173 a<p>Group decision making is time-consuming, complex, critical and recurring in nature. In group decision making, the decision-makers often perform periodic and repetitive activities. This prompts the decision makers to store their knowledge and their experience invoked in prior problem solving sessions. The development of this group knowledge clearly assists in similar later decision-making activities and reduces the time required to come to a decision, particularly, in a critical situation. This shared knowledge constitutes the group memory. In this paper, we develop a Case-Based Reasoning Decision Support System called CBR-DSS that makes use of the rules, policies and standard procedures of prior groups embedded in the group memory. The CBR process is evolved by using the Analytic Hierarchy Process (AHP). In an effort to enhance utility and show the feasibility, we experiment our approach in a bank loan analysis domain, a semi-structured multiple attributes decision-making environment, and compare CBR-DSS with a conventional case based reasoning system. CBR-DSS will compensate for lack of experience of young bank consultants, and allow disseminating and distributing available experience to different bank sites.</p>
10aCase-based Reasoning10aGroup Decision Making10aGroup Memory10aInformation retrieval10aRecommender system1 aAdla, Abdelkader1 aBenmessaoud, Noureddine  uhttps://doi.org/10.6025/jdim/2019/17/2/75-8601671nas a2200145   4500008004100000245005500041210005200096260001200148300001000160490000700170520124300177100002101420700002801441856005601469       2019                        eng d00aA CBR Decision Support System for Loan Evaluation-0 aCBR Decision Support System for Loan Evaluation  c04/2019  a75-860 v173 a<p>Group decision making is time-consuming, complex, critical and recurring in nature. In group decision making, the decision-makers often perform periodic and repetitive activities. This prompts the decision makers to store their knowledge and their experience invoked in prior problem solving sessions. The development of this group knowledge clearly assists in similar later decision-making activities and reduces the time required to come to a decision, particularly, in a critical situation. This shared knowledge constitutes the group memory. In this paper, we develop a Case-Based Reasoning Decision Support System called CBR-DSS that makes use of the rules, policies and standard procedures of prior groups embedded in the group memory. The CBR process is evolved by using the Analytic Hierarchy Process (AHP). In an effort to enhance utility and show the feasibility, we experiment our approach in a bank loan analysis domain, a semi-structured multiple attributes decision-making environment, and compare CBR-DSS with a conventional case based reasoning system. CBR-DSS will compensate for lack of experience of young bank consultants, and allow disseminating and distributing available experience to different bank sites.</p>
1 aAdla, Abdelkader1 aBenmessaoud, Noureddine  uhttp://dline.info/fpaper/jdim/v17i2/jdimv17i2_3.pdf