DocumentCode :
2881982
Title :
Detecting collaboration from behavior
Author :
Bauer, Thomas ; Garcia, D. ; Colbaugh, Richard ; Glass, Kevin
Author_Institution :
Sandia Nat. Labs., Albuquerque, NM, USA
fYear :
2013
fDate :
4-7 June 2013
Firstpage :
13
Lastpage :
15
Abstract :
This paper describes a method for inferring when a person might be coordinating with others based on their behavior. We show that, in Wikipedia, editing behavior is more random when coordinating with others. We analyzed this using both entropy and conditional entropy. These algorithms rely only on timestamped events associated with entities, making them broadly applicable to other domains. In this paper, we will discuss previous research on this topic, how we adapted that research to the problem ofWikipedia edit behavior, describe how we extended it, and discuss our results.
Keywords :
Web sites; behavioural sciences computing; entropy; information retrieval; text editing; Wikipedia edit behavior; collaboration detection; conditional entropy; editing behavior; timestamped events; Collaboration; Electronic publishing; Encyclopedias; Entropy; Internet; Social network services;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligence and Security Informatics (ISI), 2013 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4673-6214-6
Type :
conf
DOI :
10.1109/ISI.2013.6578777
Filename :
6578777
Link To Document :
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