Modification of the Wu-Mendel approach for linguistic summarization |
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Authors: | Vuqar Mirzakhanov Latafat Gardashova |
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Affiliation: | Department of Computer Engineering, Azerbaijan State Oil and Industry University, Baku, Azerbaijan |
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Abstract: | This paper presents versatile modification of the Wu-Mendel approach for linguistic summarisation and concentrates on eliminating the following main drawbacks of the approach: significant user/expert involvement, significant and rapidly increasing computational cost, some flaws in quality measures formulae. The techniques and formulae proposed to eliminate the aforesaid drawbacks are put through the experimental verification process involving several real-world datasets. The results of the experimental verification demonstrate the increased efficiency and effectiveness of the modified Wu-Mendel approach for linguistic summarisation. |
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Keywords: | Linguistic summarisation IF-THEN rules Wu-Mendel approach clustering Apriori algorithm stochastic processing |
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