Wikipedia Based Short Text Classification Method
Authors | Junze Li Yi Cai Zhiwei Cai Ho-fung Fung Leung Kai Yang |
|---|---|
Publication date | 2017 |
ISSN | 03029743 |
ISBN | 978-331955704-5 |
DOI | 10.1007/978-3-319-55705-2_22 |
Links |
Wikipedia Based Short Text Classification Method - scientific work about Wikipedia quality published in 2017, written by Junze Li, Yi Cai, Zhiwei Cai, Ho-fung Fung Leung and Kai Yang.
Overview
Short text is usually expressed in refined slightly, insufficient information, which makes text classification difficult. But authors can try to introduce some information from the existing knowledge base to strengthen the performance of short text classification. Wikipedia [2,13,15] is now the largest human-edited knowledge base of high quality. It would benefit to short text classification if authors can make full use of Wikipedia information in short text classification. This paper presents a new concept based [22] on Wikipedia short text representation method, by identifying the concept of Wikipedia mentioned in short text, and then expand the concept of wiki correlation and short text messages to the feature vector representation.
Embed
Wikipedia Quality
Li, Junze; Cai, Yi; Cai, Zhiwei; Leung, Ho-fung Fung; Yang, Kai. (2017). "[[Wikipedia Based Short Text Classification Method]]". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 10179 LNCS, 2017, pp. 275-286. ISBN: 978-331955704-5. ISSN: 03029743. DOI: 10.1007/978-3-319-55705-2_22.
English Wikipedia
{{cite journal |last1=Li |first1=Junze |last2=Cai |first2=Yi |last3=Cai |first3=Zhiwei |last4=Leung |first4=Ho-fung Fung |last5=Yang |first5=Kai |title=Wikipedia Based Short Text Classification Method |date=2017 |isbn=978-331955704-5 |issn=03029743 |doi=10.1007/978-3-319-55705-2_22 |url=https://wikipediaquality.com/wiki/Wikipedia_Based_Short_Text_Classification_Method |journal=Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 10179 LNCS, 2017, pp. 275-286}}
HTML
Li, Junze; Cai, Yi; Cai, Zhiwei; Leung, Ho-fung Fung; Yang, Kai. (2017). "<a href="https://wikipediaquality.com/wiki/Wikipedia_Based_Short_Text_Classification_Method">Wikipedia Based Short Text Classification Method</a>". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 10179 LNCS, 2017, pp. 275-286. ISBN: 978-331955704-5. ISSN: 03029743. DOI: 10.1007/978-3-319-55705-2_22.
