NDLI: Towards Reliable Rating Filtering in Grid Reputation Systems: A Pre-Evaluating Set Based Bias-Tuned Approach1

Content Provider	IEEE Xplore Digital Library
Author	Xuejun Yang Xiangli Qu Chunmei Gui
Copyright Year	2006
Description	Author affiliation: Sch. of Comput. Sci., Nat. Univ. of Defense Technol., Changsha (Xuejun Yang; Xiangli Qu; Chunmei Gui)
Abstract	Reputation-based trust system emerges as a promising mechanism for trust establishment between unknown entities in grid, in which the reliability of first-hand ratings plays a crucial part. In this paper, we propose a pre-evaluating set based bias-tuned approach for dishonest feedback filtering in such system, which has taken reputation's subjective feature into consideration. With the fact that different rater may have different rating criteria in mind, our filtering method will not blindly filter out apparently dishonest feedbacks such as higher ratings from lenient raters. The basic idea for filtering is that, first align ratings according to some same rating criteria and then try to find inconsistency among tuned ratings. Specifically, rating criteria is tracked by means of the pre-evaluating set introduced especially to our trust model. Tuning is performed according to the current evaluator's rating criteria with an interpolation method. Inconsistency examination consists of two aspects "credibility filtering" and "on-spot filtering". The former tries to find inconsistency in ratings given to entities familiar to the current evaluator. And the latter tries to find inconsistency in the currently retrieved ratings. With a two-dimension function, results from these two filtering are combined. Experiment results show that we can effectively filter out dishonest feedbacks and retain honest ones both to a large extent
Starting Page	129
Ending Page	136
File Size	132338
Page Count	8
File Format	PDF
ISBN	0769525393
DOI	10.1109/DASC.2006.48
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-09-29
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Performance evaluation Interpolation Filters Filtering Feedback Collaboration Large-scale systems Resource management Problem-solving
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

Towards reliable trust establishment in grid: a pre-evaluating set based reputation evaluation approach

Towards reliable trust establishment in grid: a pre-evaluating set based bias-tuned method for dishonest feedback filtering

A Pre-evaluating Set based Bias-tuned Reputation Evaluation Method for Trust Establishment in Grid

A grid-based problem solving environment for GECEM

A bias-tuned dishonesty-resistant reputation evaluation method for trust establishment in grid

The grid, virtual organizations, and problem-solving environments

An economic view of indirect reputation management for grids.

On Indirect Reputation-Based Grid Resource Management

Reliable multicast with active filtering for distributed simulations

Towards Reliable Rating Filtering in Grid Reputation Systems: A Pre-Evaluating Set Based Bias-Tuned Approach1

Similar Documents

Towards reliable trust establishment in grid: a pre-evaluating set based reputation evaluation approach

Towards reliable trust establishment in grid: a pre-evaluating set based bias-tuned method for dishonest feedback filtering

A Pre-evaluating Set based Bias-tuned Reputation Evaluation Method for Trust Establishment in Grid

A grid-based problem solving environment for GECEM

A bias-tuned dishonesty-resistant reputation evaluation method for trust establishment in grid

The grid, virtual organizations, and problem-solving environments

An economic view of indirect reputation management for grids.

On Indirect Reputation-Based Grid Resource Management

Reliable multicast with active filtering for distributed simulations

Towards Reliable Rating Filtering in Grid Reputation Systems: A Pre-Evaluating Set Based Bias-Tuned Approach1