Utilizing Wikipedia Knowledge in Open Directory Project-Based Text Classification
Authors | Hae Yong Shin Geun Jae Lee Woo Jong Ryu SangKeun Lee |
|---|---|
Publication date | 2017 |
DOI | 10.1145/3019612.3019834 |
Links | Original |
Utilizing Wikipedia Knowledge in Open Directory Project-Based Text Classification - scientific work related to Wikipedia quality published in 2017, written by Hae Yong Shin, Geun Jae Lee, Woo Jong Ryu and SangKeun Lee.
Overview
Traditional Open Directory Project (ODP)-based text classification methods use bag-of-words approach, which only utilizes single words in ODP documents and ignores important types of semantic information such as phrases and related terms. In this paper, authors propose a method for enriching the semantic information in ODP documents by utilizing Wikipedia knowledge. First, authors construct a phrase dictionary based on Wikipedia and search for Wikipedia phrases in ODP documents. Second, authors select the most likely relevant Wikipedia articles and relevant hyperlinks for Wikipedia phrases in ODP documents. Finally, authors add Wikipedia phrases and relevant hyperlinks to ODP documents to enrich the semantic information. Authors evaluation results verify the efficacy of the proposed methodology.
Embed
Wikipedia Quality
Shin, Hae Yong; Lee, Geun Jae; Ryu, Woo Jong; Lee, SangKeun. (2017). "[[Utilizing Wikipedia Knowledge in Open Directory Project-Based Text Classification]]".DOI: 10.1145/3019612.3019834.
English Wikipedia
{{cite journal |last1=Shin |first1=Hae Yong |last2=Lee |first2=Geun Jae |last3=Ryu |first3=Woo Jong |last4=Lee |first4=SangKeun |title=Utilizing Wikipedia Knowledge in Open Directory Project-Based Text Classification |date=2017 |doi=10.1145/3019612.3019834 |url=https://wikipediaquality.com/wiki/Utilizing_Wikipedia_Knowledge_in_Open_Directory_Project-Based_Text_Classification}}
HTML
Shin, Hae Yong; Lee, Geun Jae; Ryu, Woo Jong; Lee, SangKeun. (2017). "<a href="https://wikipediaquality.com/wiki/Utilizing_Wikipedia_Knowledge_in_Open_Directory_Project-Based_Text_Classification">Utilizing Wikipedia Knowledge in Open Directory Project-Based Text Classification</a>".DOI: 10.1145/3019612.3019834.
