NDLI: Addressing Interest Diversity in P2P Based Collaborative Spam Filtering

Content Provider	IEEE Xplore Digital Library
Author	Fang Weidong Dong Shoubin
Copyright Year	2006
Description	Author affiliation: Network Eng. & Res. Center, South China Univ. of Technol., Guangzhou (Fang Weidong; Dong Shoubin)
Abstract	Collaborative information filtering tends to be a promising technology in the fight again Internet spam, and the peer-to-peer framework is believed to be more suitable to implement this collaboration compared to centralized ones. However, the assumption of uniform information interests across peers in collaborative filtering limits the improvement in filtering accuracy and increases network traffic unnecessarily. To address this problem, we propose to construct multiple interest groups for a peer, each corresponding to one message category; and to use a percolation search algorithm to retrieve message feedbacks in scale-free email networks. Experiments show the proposed model can get remarkable improvement in false positive reduction and good performance in spam feedback retrieval
Starting Page	163
Ending Page	169
File Size	278151
Page Count	7
File Format	PDF
ISBN	0769526950
DOI	10.1109/GCCW.2006.16
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-10-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Military computing Peer to peer computing Feedback Collaboration Unsolicited electronic mail Telecommunication traffic Traffic control Information filters Collaborative work Information filtering
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