International Journal of Computer Applications |
Foundation of Computer Science (FCS), NY, USA |
Volume 163 - Number 10 |
Year of Publication: 2017 |
Authors: Riya A. Gandhi, VimalKumar B. Vaghela |
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Riya A. Gandhi, VimalKumar B. Vaghela . Novel approach to Case Based Reasoning System by aggregating Semantic Similarity Measures using Fuzzy Aggregation for Case Retrieval. International Journal of Computer Applications. 163, 10 ( Apr 2017), 25-29. DOI=10.5120/ijca2017913726
Natural language Search is used in Case Based Reasoning Systems for searching the solution to the novel problem. This paper presets the model of case based reasoning system that uses the semantic based case retrieval agent to compare two short texts. The proposed method include algorithms which calculate semantic similarity evaluated using different wordnet based semantic similarity measures and fuzzy aggregation. Based on the result, the proposed approach outperforms the results of previous approaches.