Reuse Cases when Doing Financial Case-Base Reasoning with Respect to Adaptation
Sprache des Vortragstitels:
The Fifth International Conference on Information, Process, and Knowledge Management. eKNOW 2013
Sprache des Tagungstitel:
Case-Based Reasoning (CBR) applies past experience to solve new problems with suitable solutions. This approach presents overloading queries to adapt solutions if necessary. Subpar solutions have to be adapted within a CBR cycle before retaining them to keep a good quality of the case base. Dealing with missing values can be seen as previous step to avoid unnecessary adaptations. Integrate efficient and useful adaptations can be seen as really interesting and challenging task when considering the full CBR methodology. The common CBR principle -similar problems are having similar solutions- can be seen as a rather good point of start when developing an adaptation feature. An adaptation concept and first experience are presented within this paper.