A Comparison of Generated Wikipedia Profiles Using Social Labeling and Automatic Keyword Extraction

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A Comparison of Generated Wikipedia Profiles Using Social Labeling and Automatic Keyword Extraction
Authors
Terrell Russell
Bongwon Suh
Ed H. Chi
Publication date
2010
Links
Original

A Comparison of Generated Wikipedia Profiles Using Social Labeling and Automatic Keyword Extraction - scientific work related to Wikipedia quality published in 2010, written by Terrell Russell, Bongwon Suh and Ed H. Chi.

Overview

In many collaborative systems, researchers are interested in creating representative user profiles. In this paper, authors are particularly interested in using social labeling and automatic keyword extraction techniques for generating user profiles. Social labeling is a process in which users manually tag other users with keywords. Automatic keyword extraction is a technique that selects the most salient words to represent a user’s contribution. Authors apply each of these two profile generation methods to highly active [[Wikipedia editors]] and their contributions, and compare the results. Authors found that profiles generated through social labeling matches the profiles generated via automatic keyword extraction, and vice versa. The results suggest that user profiles generated from one method can be used as a seed or bootstrapping proxy for the other method.

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Wikipedia Quality

Russell, Terrell; Suh, Bongwon; Chi, Ed H.. (2010). "[[A Comparison of Generated Wikipedia Profiles Using Social Labeling and Automatic Keyword Extraction]]".

English Wikipedia

{{cite journal |last1=Russell |first1=Terrell |last2=Suh |first2=Bongwon |last3=Chi |first3=Ed H. |title=A Comparison of Generated Wikipedia Profiles Using Social Labeling and Automatic Keyword Extraction |date=2010 |url=https://wikipediaquality.com/wiki/A_Comparison_of_Generated_Wikipedia_Profiles_Using_Social_Labeling_and_Automatic_Keyword_Extraction}}

HTML

Russell, Terrell; Suh, Bongwon; Chi, Ed H.. (2010). &quot;<a href="https://wikipediaquality.com/wiki/A_Comparison_of_Generated_Wikipedia_Profiles_Using_Social_Labeling_and_Automatic_Keyword_Extraction">A Comparison of Generated Wikipedia Profiles Using Social Labeling and Automatic Keyword Extraction</a>&quot;.