NDLI: Guilt by association? Network based propagation approaches for gold farmer detection

Content Provider	IEEE Xplore Digital Library
Author	Ahmad, M.A. Keegan, B. Roy, A. Williams, D. Srivastava, J. Contractor, N.
Copyright Year	2013
Description	Author affiliation: Dept. of Comput. Sci., Univ. of Minnesota, Minneapolis, MN, USA (Ahmad, M.A.; Roy, A.; Srivastava, J.) \|\| Sch. of Commun., Northwestern Univ., Evanston, IL, USA (Contractor, N.) \|\| Dept. of Political Sci., Northeastern Univ., Boston, MA, USA (Keegan, B.) \|\| Annenberg Sch. of Commun., Univ. of Southern California, Los Angeles, CA, USA (Williams, D.)
Abstract	The term `Gold Farmer' refers to a class of players in massive online games (MOGs) involved in a set of inter-related activities which are considered to be deviant activities. Consequently these gold farmers are actively banned by game administrators.The task of gold farmer detection is to identify gold farmers in a population of players but just like other clandestine actors they not labeled as such. In this paper the problem of extending the label of gold farmers to players which are not labeled as such is considered. Two main classes of techniques are described and evaluated: Network-based approaches and similarity based approaches. It is also explored how dividing the problem further by relabeling the data based on behavioral patterns can further improve the results.
Sponsorship	IEEE Comput. Soc.
Starting Page	121
Ending Page	126
File Size	501842
Page Count	6
File Format	PDF
ISBN	9781450322409
DOI	10.1145/2492517.2492649
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-08-25
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	ACM and IEEE
Subject Keyword	Employee welfare Gold Social network services Conferences Games Educational institutions Electronic mail
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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