Document Summarization Using Wikipedia
Authors | Krishnan Ramanathan Yogesh Sankarasubramaniam Nidhi Mathur Ajay Gupta |
|---|---|
Publication date | 2009 |
DOI | 10.1007/978-81-8489-203-1_25 |
Links | Original |
Document Summarization Using Wikipedia - scientific work related to Wikipedia quality published in 2009, written by Krishnan Ramanathan, Yogesh Sankarasubramaniam, Nidhi Mathur and Ajay Gupta.
Overview
Although most of the developing world is likely to first access the Internet through mobile phones, mobile devices are constrained by screen space, bandwidth and limited attention span. Single document summarization techniques have the potential to simplify information consumption on mobile phones by presenting only the most relevant information contained in the document. In this paper authors present a language independent single-document summarization method. Authors map document sentences to semantic concepts in Wikipedia and select sentences for the summary based on the frequency of the mapped-to concepts. Authors evaluation on English documents using the ROUGE package indicates summarization method is competitive with the state of the art in single document summarization.
Embed
Wikipedia Quality
Ramanathan, Krishnan; Sankarasubramaniam, Yogesh; Mathur, Nidhi; Gupta, Ajay. (2009). "[[Document Summarization Using Wikipedia]]". Springer, New Delhi. DOI: 10.1007/978-81-8489-203-1_25.
English Wikipedia
{{cite journal |last1=Ramanathan |first1=Krishnan |last2=Sankarasubramaniam |first2=Yogesh |last3=Mathur |first3=Nidhi |last4=Gupta |first4=Ajay |title=Document Summarization Using Wikipedia |date=2009 |doi=10.1007/978-81-8489-203-1_25 |url=https://wikipediaquality.com/wiki/Document_Summarization_Using_Wikipedia |journal=Springer, New Delhi}}
HTML
Ramanathan, Krishnan; Sankarasubramaniam, Yogesh; Mathur, Nidhi; Gupta, Ajay. (2009). "<a href="https://wikipediaquality.com/wiki/Document_Summarization_Using_Wikipedia">Document Summarization Using Wikipedia</a>". Springer, New Delhi. DOI: 10.1007/978-81-8489-203-1_25.
