Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2008/paper/801> ?p ?o. }
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- 801 creator mikhail-bilenko.
- 801 creator ryen-white.
- 801 type InProceedings.
- 801 label "Mining the Search Trails of Surfing Crowds: Identifying Relevant Websites From User Activity".
- 801 sameAs 801.
- 801 abstract "The paper proposes identifying relevant information sources from the history of combined searching and browsing behavior of many Web users. While it has been previously shown that user interactions with search engines can be employed to improve document ranking, browsing behavior that occurs beyond search result pages has been largely overlooked in prior work. The paper demonstrates that users' post-search browsing activity strongly reflects implicit endorsement of visited pages, which allows estimating topical relevance of Web resources by mining large-scale datasets of search trails. We present heuristic and probabilistic algorithms that rely on such datasets for suggesting authoritative websites for search queries. Experimental evaluation shows that exploiting complete post-search browsing trails outperforms alternatives in isolation (e.g., clickthrough logs), and yields accuracy improvements when employed as a feature in learning to rank for Web search.".
- 801 hasAuthorList authorList.
- 801 hasTopic World_Wide_Web.
- 801 isPartOf proceedings.
- 801 keyword "Implicit feedback".
- 801 keyword "Learning from user behavior".
- 801 keyword "Mining search and browsing logs".
- 801 keyword "Web search".
- 801 title "Mining the Search Trails of Surfing Crowds: Identifying Relevant Websites From User Activity".