Difference between revisions of "Interactive Retrieval based on Wikipedia Concepts"
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| + | {{Infobox work | ||
| + | | title = Interactive Retrieval based on Wikipedia Concepts | ||
| + | | date = 2014 | ||
| + | | authors = [[Lanbo Zhang]] | ||
| + | | link = https://ir.stonybrook.edu/xmlui/handle/11401/8047 | ||
| + | | plink = http://arxiv.org/pdf/1412.8281.pdf | ||
| + | }} | ||
'''Interactive Retrieval based on Wikipedia Concepts''' - scientific work related to [[Wikipedia quality]] published in 2014, written by [[Lanbo Zhang]]. | '''Interactive Retrieval based on Wikipedia Concepts''' - scientific work related to [[Wikipedia quality]] published in 2014, written by [[Lanbo Zhang]]. | ||
== Overview == | == Overview == | ||
This paper presents a new user feedback mechanism based on [[Wikipedia]] concepts for interactive retrieval. In this mechanism, the system presents to the user a group of Wikipedia concepts, and the user can choose those relevant to refine his/her query. To realize this mechanism, authors propose methods to address two problems: 1) how to select a small number of possibly relevant Wikipedia concepts to show the user, and 2) how to re-rank retrieved documents given the user-identified Wikipedia concepts. Authors methods are evaluated on three TREC data sets. The experiment results show that methods can dramatically improve retrieval performances. | This paper presents a new user feedback mechanism based on [[Wikipedia]] concepts for interactive retrieval. In this mechanism, the system presents to the user a group of Wikipedia concepts, and the user can choose those relevant to refine his/her query. To realize this mechanism, authors propose methods to address two problems: 1) how to select a small number of possibly relevant Wikipedia concepts to show the user, and 2) how to re-rank retrieved documents given the user-identified Wikipedia concepts. Authors methods are evaluated on three TREC data sets. The experiment results show that methods can dramatically improve retrieval performances. | ||
Revision as of 18:22, 6 October 2020
Authors | Lanbo Zhang |
|---|---|
Publication date | 2014 |
Links | Original Preprint |
Interactive Retrieval based on Wikipedia Concepts - scientific work related to Wikipedia quality published in 2014, written by Lanbo Zhang.
Overview
This paper presents a new user feedback mechanism based on Wikipedia concepts for interactive retrieval. In this mechanism, the system presents to the user a group of Wikipedia concepts, and the user can choose those relevant to refine his/her query. To realize this mechanism, authors propose methods to address two problems: 1) how to select a small number of possibly relevant Wikipedia concepts to show the user, and 2) how to re-rank retrieved documents given the user-identified Wikipedia concepts. Authors methods are evaluated on three TREC data sets. The experiment results show that methods can dramatically improve retrieval performances.
