Wikipedia-Based Query Performance Prediction

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Wikipedia-Based Query Performance Prediction
Authors
Gilad Katz
Anna Shtok
Oren Kurland
Bracha Shapira
Lior Rokach
Publication date
2014
ISBN
978-145032259-1
DOI
10.1145/2600428.2609553
Links

Wikipedia-Based Query Performance Prediction - scientific work about Wikipedia quality published in 2014, written by Gilad Katz, Anna Shtok, Oren Kurland, Bracha Shapira and Lior Rokach.

Overview

The query-performance prediction task is to estimate retrieval effectiveness with no relevance judgments. Pre-retrieval prediction methods operate prior to retrieval time. Hence, these predictors are often based on analyzing the query and the corpus upon which retrieval is performed. Authors propose a corpus-independent approach to preretrieval prediction which relies on information extracted from Wikipedia. Specifically, authors present Wikipedia-based features that can attest to the effectiveness of retrieval performed in response to a query regardless of the corpus upon which search is performed. Empirical evaluation demonstrates the merits of their approach. As a case in point, integrating the Wikipedia- based features with state-of-the-art pre-retrieval predictors that analyze the corpus yields prediction quality that is consistently better than that of using the latter alone.

Embed

Wikipedia Quality

Katz, Gilad; Shtok, Anna; Kurland, Oren; Shapira, Bracha; Rokach, Lior. (2014). "[[Wikipedia-Based Query Performance Prediction]]". Lecture Notes in Geoinformation and Cartography Issue 9783319009926, 2014, pp. 17-23. ISBN: 978-145032259-1. DOI: 10.1145/2600428.2609553.

English Wikipedia

{{cite journal |last1=Katz |first1=Gilad |last2=Shtok |first2=Anna |last3=Kurland |first3=Oren |last4=Shapira |first4=Bracha |last5=Rokach |first5=Lior |title=Wikipedia-Based Query Performance Prediction |date=2014 |isbn=978-145032259-1 |doi=10.1145/2600428.2609553 |url=https://wikipediaquality.com/wiki/Wikipedia-Based_Query_Performance_Prediction |journal=Lecture Notes in Geoinformation and Cartography Issue 9783319009926, 2014, pp. 17-23}}

HTML

Katz, Gilad; Shtok, Anna; Kurland, Oren; Shapira, Bracha; Rokach, Lior. (2014). &quot;<a href="https://wikipediaquality.com/wiki/Wikipedia-Based_Query_Performance_Prediction">Wikipedia-Based Query Performance Prediction</a>&quot;. Lecture Notes in Geoinformation and Cartography Issue 9783319009926, 2014, pp. 17-23. ISBN: 978-145032259-1. DOI: 10.1145/2600428.2609553.