NDLI: Improving Resource Matchmaking through Feedback Integration

Content Provider	IEEE Xplore Digital Library
Author	Haas, C. Petri, I. Rana, O.
Copyright Year	2014
Description	Author affiliation: Sch. of Comput. Sci. & Inf., Cardiff Univ., Cardiff, UK (Rana, O.) \|\| Karlsruhe Service Res. Inst., Karlsruhe Inst. of Technol., Karlsruhe, Germany (Haas, C.) \|\| Sch. of Eng., Cardiff Univ., Cardiff, UK (Petri, I.)
Abstract	Distributed systems in which users consume and supply different types of services and resources are becoming ever more prevalent. For the matching of consumers and providers, preference-based two-sided matching algorithms can be used to improve the efficiency of the overall match outcome. In such systems, requesting (providing) users rank others based on preferences derived from feedback. Trust can be inferred using trust networks through direct or indirect feedback based on previous actions, and influences the preference ranking that users submit to the matching algorithm. As feedback influences the preference ranking and thus the matching, in this paper we propose a novel methodology which makes use of feedback in the decision making of preference rankings, in order to avoid being matched to untrustworthy users (or provides not likely to deliver their service). We use a simulation based validation approach to determine the effects of dynamic/continuous feedback and its influence on preference ranking of providers.
Starting Page	906
Ending Page	914
File Size	420312
Page Count	9
File Format	PDF
ISBN	9781479927845
DOI	10.1109/CCGrid.2014.28
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-05-26
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Peer-to-peer computing Measurement Network topology Context Topology Resource management Educational institutions Distributed Systems Two-Sided Matching Feedback Mechanism Social Networks
Content Type	Text
Resource Type	Article

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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
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