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CoTO: A Novel Approach for Fuzzy Aggregation of Semantic Similarity Measures ...
Martinez, Jorge. - : figshare, 2018
Abstract: Semantic similarity measurement aims to determine the likeness between two text expressions that use different lexicographies for representing the same real object or idea. There are a lot of semantic similarity measures for addressing this problem. However, the best results have been achieved when aggregating a number of simple similarity measures. This means that after the various similarity values have been calculated, the overall similarity for a pair of text expressions is computed using an aggregation function of these individual semantic similarity values. This aggregation is often computed by means of statistical functions. In this work, we present CoTO (Consensus or Trade-Off) a solution based on fuzzy logic that is able to outperform these traditional approaches. ...
Keyword: 80105 Expert Systems; 80605 Decision Support and Group Support Systems; 80606 Global Information Systems; 80704 Information Retrieval and Web Search; FOS Computer and information sciences; FOS Media and communications; Information Systems
URL: https://figshare.com/articles/CoTO_A_Novel_Approach_for_Fuzzy_Aggregation_of_Semantic_Similarity_Measures/7053320
https://dx.doi.org/10.6084/m9.figshare.7053320
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CoTO: A Novel Approach for Fuzzy Aggregation of Semantic Similarity Measures ...
Martinez, Jorge. - : figshare, 2018
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3
An Overview of Textual Semantic Similarity Measures Based on Web Intelligence ...
Martinez, Jorge. - : figshare, 2017
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4
CoTO: A Novel Approach for Fuzzy Aggregation of Semantic Similarity Measures ...
Martinez, Jorge. - : figshare, 2017
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An Overview of Textual Semantic Similarity Measures Based on Web Intelligence ...
Martinez, Jorge. - : figshare, 2017
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6
Semantic Similarity Measurement Using Historical Google Search Patterns ...
Martinez, Jorge. - : figshare, 2017
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Semantic Similarity Measurement Using Historical Google Search Patterns ...
Martinez, Jorge. - : figshare, 2017
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8
CoTO: A Novel Approach for Fuzzy Aggregation of Semantic Similarity Measures ...
Martinez, Jorge. - : figshare, 2017
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