Difference between revisions of "A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia"
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== Overview == | == Overview == | ||
Concept similarity measure based on feature vector has wide application in various fields, but the problems of polysemy and synonym existing in feature vector affect the similarity measure. Authors present a feature optimization algorithm based on [[Chinese Wikipedia]] which can reduces this effect. First authors build a POS feature dictionary (POS-Dic) and a POS Tongyici Cilin(POS-Cilin), and then a new feature vector is used for concept similarity measure. Experiments show that the algorithm effectively reduces the influence of polysemy and synonym on the concept similarity measure. | Concept similarity measure based on feature vector has wide application in various fields, but the problems of polysemy and synonym existing in feature vector affect the similarity measure. Authors present a feature optimization algorithm based on [[Chinese Wikipedia]] which can reduces this effect. First authors build a POS feature dictionary (POS-Dic) and a POS Tongyici Cilin(POS-Cilin), and then a new feature vector is used for concept similarity measure. Experiments show that the algorithm effectively reduces the influence of polysemy and synonym on the concept similarity measure. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Chang, Xiaofei; Liu, Lei; Sun, Mengtao; Jia, Yalu; Zhang, Chunxia. (2017). "[[A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia]]".DOI: 10.1109/fskd.2017.8393108. | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Chang |first1=Xiaofei |last2=Liu |first2=Lei |last3=Sun |first3=Mengtao |last4=Jia |first4=Yalu |last5=Zhang |first5=Chunxia |title=A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia |date=2017 |doi=10.1109/fskd.2017.8393108 |url=https://wikipediaquality.com/wiki/A_Feature_Optimization_Algorithm_of_Concept_Similarity_based_on_Chinese_Wikipedia}} | ||
| + | </nowiki> | ||
| + | </code> | ||
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| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Chang, Xiaofei; Liu, Lei; Sun, Mengtao; Jia, Yalu; Zhang, Chunxia. (2017). &quot;<a href="https://wikipediaquality.com/wiki/A_Feature_Optimization_Algorithm_of_Concept_Similarity_based_on_Chinese_Wikipedia">A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia</a>&quot;.DOI: 10.1109/fskd.2017.8393108. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 10:29, 7 July 2020
Authors | Xiaofei Chang Lei Liu Mengtao Sun Yalu Jia Chunxia Zhang |
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Publication date | 2017 |
DOI | 10.1109/fskd.2017.8393108 |
Links |
A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia - scientific work related to Wikipedia quality published in 2017, written by Xiaofei Chang, Lei Liu, Mengtao Sun, Yalu Jia and Chunxia Zhang.
Overview
Concept similarity measure based on feature vector has wide application in various fields, but the problems of polysemy and synonym existing in feature vector affect the similarity measure. Authors present a feature optimization algorithm based on Chinese Wikipedia which can reduces this effect. First authors build a POS feature dictionary (POS-Dic) and a POS Tongyici Cilin(POS-Cilin), and then a new feature vector is used for concept similarity measure. Experiments show that the algorithm effectively reduces the influence of polysemy and synonym on the concept similarity measure.
Embed
Wikipedia Quality
Chang, Xiaofei; Liu, Lei; Sun, Mengtao; Jia, Yalu; Zhang, Chunxia. (2017). "[[A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia]]".DOI: 10.1109/fskd.2017.8393108.
English Wikipedia
{{cite journal |last1=Chang |first1=Xiaofei |last2=Liu |first2=Lei |last3=Sun |first3=Mengtao |last4=Jia |first4=Yalu |last5=Zhang |first5=Chunxia |title=A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia |date=2017 |doi=10.1109/fskd.2017.8393108 |url=https://wikipediaquality.com/wiki/A_Feature_Optimization_Algorithm_of_Concept_Similarity_based_on_Chinese_Wikipedia}}
HTML
Chang, Xiaofei; Liu, Lei; Sun, Mengtao; Jia, Yalu; Zhang, Chunxia. (2017). "<a href="https://wikipediaquality.com/wiki/A_Feature_Optimization_Algorithm_of_Concept_Similarity_based_on_Chinese_Wikipedia">A Feature Optimization Algorithm of Concept Similarity based on Chinese Wikipedia</a>".DOI: 10.1109/fskd.2017.8393108.
