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Published in:
2010 | OriginalPaper | Chapter
Personalized Energy Portal Service Using Consumers’ Profile Information
Authors : Jongwoo Kim, Juwan Kim, Sanggil Kang, Hak-Man Kim, Young-Kuk Kim
Published in: Security-Enriched Urban Computing and Smart Grid
Publisher: Springer Berlin Heidelberg
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We propose a personalized energy portal service system using a collaborative filtering technique, which provides a personalized energy information in an energy portal site according to consumer’s energy interest tendency. The proposed system analyzes the registered consumers’ actions on the site, such as “clicking” energy and “downloading” on the information related personal energy interest. According to the different actions, we provide a weight for calculating the consumers’ tendency of energy consumption. However, the information is uniformly provided to the individual consumers. In order to avoid the problem, we customize the order of energy information according to whether there is any mismatching of profiles among registered consumers and target consumers.