Difference between revisions of "Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia"

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== Overview ==
 
== Overview ==
 
This paper proposes Facetedpedia, a faceted retrieval system for information discovery and exploration in [[Wikipedia]]. Given the set of Wikipedia articles resulting from a keyword query, Facetedpedia generates a faceted interface for navigating the result articles. Compared with other faceted retrieval systems, Facetedpedia is fully automatic and dynamic in both facet generation and hierarchy construction, and the facets are based on the rich [[semantic information]] from Wikipedia. The essence of approach is to build upon the collaborative vocabulary in Wikipedia, more specifically the intensive internal structures (hyperlinks) and folksonomy (category system). Given the sheer size and complexity of this corpus, the space of possible choices of faceted interfaces is prohibitively large. Authors propose metrics for ranking individual facet hierarchies by user's navigational cost, and metrics for ranking interfaces (each with k facets) by both their average pairwise similarities and average navigational costs. Authors thus develop faceted interface discovery algorithms that optimize the ranking metrics. Authors experimental evaluation and user study verify the effectiveness of the system.
 
This paper proposes Facetedpedia, a faceted retrieval system for information discovery and exploration in [[Wikipedia]]. Given the set of Wikipedia articles resulting from a keyword query, Facetedpedia generates a faceted interface for navigating the result articles. Compared with other faceted retrieval systems, Facetedpedia is fully automatic and dynamic in both facet generation and hierarchy construction, and the facets are based on the rich [[semantic information]] from Wikipedia. The essence of approach is to build upon the collaborative vocabulary in Wikipedia, more specifically the intensive internal structures (hyperlinks) and folksonomy (category system). Given the sheer size and complexity of this corpus, the space of possible choices of faceted interfaces is prohibitively large. Authors propose metrics for ranking individual facet hierarchies by user's navigational cost, and metrics for ranking interfaces (each with k facets) by both their average pairwise similarities and average navigational costs. Authors thus develop faceted interface discovery algorithms that optimize the ranking metrics. Authors experimental evaluation and user study verify the effectiveness of the system.
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== Embed ==
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=== Wikipedia Quality ===
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Li, Chengkai; Yan, Ning; Roy, Senjuti Basu; Lisham, Lekhendro; Das, Gautam. (2010). "[[Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia]]".DOI: 10.1145/1772690.1772757.
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=== English Wikipedia ===
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{{cite journal |last1=Li |first1=Chengkai |last2=Yan |first2=Ning |last3=Roy |first3=Senjuti Basu |last4=Lisham |first4=Lekhendro |last5=Das |first5=Gautam |title=Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia |date=2010 |doi=10.1145/1772690.1772757 |url=https://wikipediaquality.com/wiki/Facetedpedia:_Dynamic_Generation_of_Query-Dependent_Faceted_Interfaces_for_Wikipedia}}
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=== HTML ===
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Li, Chengkai; Yan, Ning; Roy, Senjuti Basu; Lisham, Lekhendro; Das, Gautam. (2010). &amp;quot;<a href="https://wikipediaquality.com/wiki/Facetedpedia:_Dynamic_Generation_of_Query-Dependent_Faceted_Interfaces_for_Wikipedia">Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia</a>&amp;quot;.DOI: 10.1145/1772690.1772757.
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[[Category:Scientific works]]

Latest revision as of 07:46, 19 January 2020


Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia
Authors
Chengkai Li
Ning Yan
Senjuti Basu Roy
Lekhendro Lisham
Gautam Das
Publication date
2010
DOI
10.1145/1772690.1772757
Links
Original

Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia - scientific work related to Wikipedia quality published in 2010, written by Chengkai Li, Ning Yan, Senjuti Basu Roy, Lekhendro Lisham and Gautam Das.

Overview

This paper proposes Facetedpedia, a faceted retrieval system for information discovery and exploration in Wikipedia. Given the set of Wikipedia articles resulting from a keyword query, Facetedpedia generates a faceted interface for navigating the result articles. Compared with other faceted retrieval systems, Facetedpedia is fully automatic and dynamic in both facet generation and hierarchy construction, and the facets are based on the rich semantic information from Wikipedia. The essence of approach is to build upon the collaborative vocabulary in Wikipedia, more specifically the intensive internal structures (hyperlinks) and folksonomy (category system). Given the sheer size and complexity of this corpus, the space of possible choices of faceted interfaces is prohibitively large. Authors propose metrics for ranking individual facet hierarchies by user's navigational cost, and metrics for ranking interfaces (each with k facets) by both their average pairwise similarities and average navigational costs. Authors thus develop faceted interface discovery algorithms that optimize the ranking metrics. Authors experimental evaluation and user study verify the effectiveness of the system.

Embed

Wikipedia Quality

Li, Chengkai; Yan, Ning; Roy, Senjuti Basu; Lisham, Lekhendro; Das, Gautam. (2010). "[[Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia]]".DOI: 10.1145/1772690.1772757.

English Wikipedia

{{cite journal |last1=Li |first1=Chengkai |last2=Yan |first2=Ning |last3=Roy |first3=Senjuti Basu |last4=Lisham |first4=Lekhendro |last5=Das |first5=Gautam |title=Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia |date=2010 |doi=10.1145/1772690.1772757 |url=https://wikipediaquality.com/wiki/Facetedpedia:_Dynamic_Generation_of_Query-Dependent_Faceted_Interfaces_for_Wikipedia}}

HTML

Li, Chengkai; Yan, Ning; Roy, Senjuti Basu; Lisham, Lekhendro; Das, Gautam. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Facetedpedia:_Dynamic_Generation_of_Query-Dependent_Faceted_Interfaces_for_Wikipedia">Facetedpedia: Dynamic Generation of Query-Dependent Faceted Interfaces for Wikipedia</a>&quot;.DOI: 10.1145/1772690.1772757.