Difference between revisions of "Wikipedia based Approach for Clustering Keyword of Reviews"
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== Overview == | == Overview == | ||
A novel method based on [[Wikipedia]] for clustering keyword of reviews is proposed. Users can quickly finding the themes they interest through it. First the method extracts keywords, then calculates word similarity based on Wikipedia to generate similarity matrix, finally uses k-means to cluster. The performance is better than the methods which based on How-net and Word-net. The accuracy is around 77%. | A novel method based on [[Wikipedia]] for clustering keyword of reviews is proposed. Users can quickly finding the themes they interest through it. First the method extracts keywords, then calculates word similarity based on Wikipedia to generate similarity matrix, finally uses k-means to cluster. The performance is better than the methods which based on How-net and Word-net. The accuracy is around 77%. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Jiang, Ming; Yan, Wencao; Wang, Xingqi; Tang, Jingfan; Wu, Chunming. (2014). "[[Wikipedia based Approach for Clustering Keyword of Reviews]]".DOI: 10.4304/jsw.9.9.2246-2250. | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Jiang |first1=Ming |last2=Yan |first2=Wencao |last3=Wang |first3=Xingqi |last4=Tang |first4=Jingfan |last5=Wu |first5=Chunming |title=Wikipedia based Approach for Clustering Keyword of Reviews |date=2014 |doi=10.4304/jsw.9.9.2246-2250 |url=https://wikipediaquality.com/wiki/Wikipedia_based_Approach_for_Clustering_Keyword_of_Reviews}} | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Jiang, Ming; Yan, Wencao; Wang, Xingqi; Tang, Jingfan; Wu, Chunming. (2014). &quot;<a href="https://wikipediaquality.com/wiki/Wikipedia_based_Approach_for_Clustering_Keyword_of_Reviews">Wikipedia based Approach for Clustering Keyword of Reviews</a>&quot;.DOI: 10.4304/jsw.9.9.2246-2250. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 07:09, 3 June 2020
Authors | Ming Jiang Wencao Yan Xingqi Wang Jingfan Tang Chunming Wu |
|---|---|
Publication date | 2014 |
DOI | 10.4304/jsw.9.9.2246-2250 |
Links | Original |
Wikipedia based Approach for Clustering Keyword of Reviews - scientific work related to Wikipedia quality published in 2014, written by Ming Jiang, Wencao Yan, Xingqi Wang, Jingfan Tang and Chunming Wu.
Overview
A novel method based on Wikipedia for clustering keyword of reviews is proposed. Users can quickly finding the themes they interest through it. First the method extracts keywords, then calculates word similarity based on Wikipedia to generate similarity matrix, finally uses k-means to cluster. The performance is better than the methods which based on How-net and Word-net. The accuracy is around 77%.
Embed
Wikipedia Quality
Jiang, Ming; Yan, Wencao; Wang, Xingqi; Tang, Jingfan; Wu, Chunming. (2014). "[[Wikipedia based Approach for Clustering Keyword of Reviews]]".DOI: 10.4304/jsw.9.9.2246-2250.
English Wikipedia
{{cite journal |last1=Jiang |first1=Ming |last2=Yan |first2=Wencao |last3=Wang |first3=Xingqi |last4=Tang |first4=Jingfan |last5=Wu |first5=Chunming |title=Wikipedia based Approach for Clustering Keyword of Reviews |date=2014 |doi=10.4304/jsw.9.9.2246-2250 |url=https://wikipediaquality.com/wiki/Wikipedia_based_Approach_for_Clustering_Keyword_of_Reviews}}
HTML
Jiang, Ming; Yan, Wencao; Wang, Xingqi; Tang, Jingfan; Wu, Chunming. (2014). "<a href="https://wikipediaquality.com/wiki/Wikipedia_based_Approach_for_Clustering_Keyword_of_Reviews">Wikipedia based Approach for Clustering Keyword of Reviews</a>".DOI: 10.4304/jsw.9.9.2246-2250.
