SmartRate: A rating interpretation mechanism for agents in smart grid markets

Yasaman Haghpanah*, Wolfgang Ketter, Jan Van Dalen, Marie DesJardins

*Corresponding author for this work

Research output: Chapter/Conference proceedingConference proceedingAcademicpeer-review

Abstract

We present SmartRate, a trust and reputation-based decision framework for Smart Grid, based on the available ratings provided by other customers. This model considers multiple trust factors associated with the broker and the preferences of customers for each of these factors. We define a decision framework for broker selection based on multi-attribute utility function and show how learning customers' rating behaviors helps to increase a decision maker's utility. We evaluate this framework by simulating a market based on real-world data. Our results show that learning the characteristics of a rating population helps to interpret and personalize the ratings, which results in better decision making and an increase in customer satisfaction.

Original languageEnglish
Title of host publicationICEC 2012 - 14th Annual International Conference on Electronic Commerce
Pages87-90
Number of pages4
DOIs
Publication statusPublished - 2012
Event14th Annual International Conference on Electronic Commerce, ICEC 2012 - Singapore, Singapore
Duration: 7 Aug 20128 Aug 2012

Publication series

SeriesACM International Conference Proceeding Series

Conference

Conference14th Annual International Conference on Electronic Commerce, ICEC 2012
Country/TerritorySingapore
CitySingapore
Period7/08/128/08/12

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