Interactive Retrieval based on Wikipedia Concepts

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Interactive Retrieval based on Wikipedia Concepts
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.

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Wikipedia Quality

Zhang, Lanbo. (2014). "[[Interactive Retrieval based on Wikipedia Concepts]]".

English Wikipedia

{{cite journal |last1=Zhang |first1=Lanbo |title=Interactive Retrieval based on Wikipedia Concepts |date=2014 |url=https://wikipediaquality.com/wiki/Interactive_Retrieval_based_on_Wikipedia_Concepts}}

HTML

Zhang, Lanbo. (2014). &quot;<a href="https://wikipediaquality.com/wiki/Interactive_Retrieval_based_on_Wikipedia_Concepts">Interactive Retrieval based on Wikipedia Concepts</a>&quot;.