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Towards explanation-aware selection in internet-scale infrastructures: Generating rationale for web services ratings and reputation
conference contribution
posted on 2006-12-19, 00:00 authored by W Sherchan, Seng LokeSeng Loke, S KrishnaswamyA collection of 1 billion publicly available web services can form an internet-scale infrastructure for building diverse applications. For a given application, selection of services and service providers from this collection becomes important and reputation is recognized as a key factor for this purpose. However, current reputation systems are limited in their ability to exchange reputation information between heterogeneous systems. To facilitate meaningful exchange and reuse of reputation information and for the overall determination of reputation, we identify the need to infer and explicate rationale for ratings. We present our knowledge based approach to inferring and explicating rationale for ratings. We show that this approach facilitates detection of deception and collusion, user preferences elicitation, explication of rationale behind user ratings and generation of personalized service recommendations.
History
Event
IEEE EDOCW'06 International Enterprise Distributed Object Computing. Conference Workshops (10th : 2006 : Hong Kong, China)Publisher
Institute of Electrical and Electronics Engineers (IEEE)Location
Hong Kong, ChinaPlace of publication
Piscataway, N.J.Publisher DOI
Start date
2006-10-16End date
2006-10-20ISBN-13
9780769525587ISBN-10
076952558XLanguage
engPublication classification
E1.1 Full written paper - refereedCopyright notice
2006, IEEETitle of proceedings
EDOCW'06 : Proceedings of IEEE 10th International Enterprise Distributed Object Computing Conference WorkshopsUsage metrics
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