Applying Wikipedia-Based Explicit Semantic Analysis for Query-Biased Document Summarization
Authors | Yunqing Zhou Zhongqi Guo Peng Ren Yong Yu |
|---|---|
Publication date | 2010 |
DOI | 10.1007/978-3-642-14922-1_59 |
Links | Original |
Applying Wikipedia-Based Explicit Semantic Analysis for Query-Biased Document Summarization - scientific work related to Wikipedia quality published in 2010, written by Yunqing Zhou, Zhongqi Guo, Peng Ren and Yong Yu.
Overview
Query-biased summary is a query-centered document brief representation. In many scenarios, query-biased summarization can be accomplished by implementing query-customized ranking of sentences within the web page. However, it is a tough work to generate this summary since it is hard to consider the similarity between the query and the sentences of a particular document for lacking of information and background knowledge behind these short texts. Authors focused on this problem and improved the summary generation effectiveness by involving semantic information in the machine learning process. And authors found these improvements are more significant when query term occurrences are relatively low in the document.
Embed
Wikipedia Quality
Zhou, Yunqing; Guo, Zhongqi; Ren, Peng; Yu, Yong. (2010). "[[Applying Wikipedia-Based Explicit Semantic Analysis for Query-Biased Document Summarization]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-14922-1_59.
English Wikipedia
{{cite journal |last1=Zhou |first1=Yunqing |last2=Guo |first2=Zhongqi |last3=Ren |first3=Peng |last4=Yu |first4=Yong |title=Applying Wikipedia-Based Explicit Semantic Analysis for Query-Biased Document Summarization |date=2010 |doi=10.1007/978-3-642-14922-1_59 |url=https://wikipediaquality.com/wiki/Applying_Wikipedia-Based_Explicit_Semantic_Analysis_for_Query-Biased_Document_Summarization |journal=Springer, Berlin, Heidelberg}}
HTML
Zhou, Yunqing; Guo, Zhongqi; Ren, Peng; Yu, Yong. (2010). "<a href="https://wikipediaquality.com/wiki/Applying_Wikipedia-Based_Explicit_Semantic_Analysis_for_Query-Biased_Document_Summarization">Applying Wikipedia-Based Explicit Semantic Analysis for Query-Biased Document Summarization</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-14922-1_59.
