Design and implementation for literature search and impact-based summaries

Chong Chen*, Feng Li, Xianling Mao, Jing He, Hongfei Yan

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Based on the PARADISE ' (Platform for Applying, Researching and Developing Intelligent Search Engine), we construct a literature search engine with a collection of papers in computer network area. Besides retrieval, the system also provides comments and impact-based summaries of a paper. The comments are extracted from the citing papers and the summary is obtained from the paper sentences impacting on the citing papers. The functions give users a comprehensive knowledge about the paper they want. We first illustrate how to get candidate comment sentences from the citing papers and generate the citation contexts. Then a KL-divergence-based model is introduced to score the similarity between the sentences in the original paper and the citation contexts. The higher the score is, the more likely academic impact the sentence has. The top rank sentences are combined together as the paper's summary. The comment sentences are also selected for users to compare the details of related paper work. The experiment exposes the effect of the proposed implementation.

源语言英语
主期刊名Proceedings of 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010
320-325
页数6
DOI
出版状态已出版 - 2010
已对外发布
活动2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010 - Hangzhou, 中国
期限: 15 11月 201016 11月 2010

出版系列

姓名Proceedings of 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010

会议

会议2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010
国家/地区中国
Hangzhou
时期15/11/1016/11/10

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