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Easiest-first search: Towards comprehension-based web search
Abstract Although Web search engines have become inAlthough Web search engines have become information gateways to the Internet, for queries containing technical terms, search results often contain pages that are difficult to be understood by non-expert users. Therefore, re-ranking search results in a descending order of their comprehensibility should be effective for non-expert users. In our approach, the comprehensibility of Web pages is estimated considering both the document readability and the difficulty of technical terms in the domain of search queries. To extract technical terms, we exploit the domain knowledge extracted from Wikipedia. Our proposed method can be applied to general Web search engines as Wikipedia includes nearly every field of human knowledge. We demonstrate the usefulness of our approach by user experiments. Copyright 2009 ACM.h by user experiments. Copyright 2009 ACM.
Abstractsub Although Web search engines have become inAlthough Web search engines have become information gateways to the Internet, for queries containing technical terms, search results often contain pages that are difficult to be understood by non-expert users. Therefore, re-ranking search results in a descending order of their comprehensibility should be effective for non-expert users. In our approach, the comprehensibility of Web pages is estimated considering both the document readability and the difficulty of technical terms in the domain of search queries. To extract technical terms, we exploit the domain knowledge extracted from Wikipedia. Our proposed method can be applied to general Web search engines as Wikipedia includes nearly every field of human knowledge. We demonstrate the usefulness of our approach by user experiments. Copyright 2009 ACM.h by user experiments. Copyright 2009 ACM.
Bibtextype inproceedings  +
Doi 10.1145/1645953.1646300  +
Has author Makoto Nakatani + , Adam Jatowt + , Katsumi Tanaka +
Has extra keyword Domain knowledge + , Expert users + , Human knowledge + , Information gateways + , Re-ranking + , Readability + , Search queries + , Search results + , Technical terms + , Web page + , Web search engines + , Web searches + , Wikipedia + , Information retrieval + , Knowledge management + , Search engine + , World Wide Web +
Has keyword Comprehensibility + , Readability + , Web search + , Data mining +
Isbn 9781605585123  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 2057–2060  +
Published in International Conference on Information and Knowledge Management, Proceedings +
Title Easiest-first search: Towards comprehension-based web search +
Type conference paper  +
Year 2009 +
Creation dateThis property is a special property in this wiki. 7 November 2014 20:55:54  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 20:55:54  +
DateThis property is a special property in this wiki. 2009  +
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