Mining the peanut gallery: opinion extraction and semantic classification of product reviews
WWW '03 Proceedings of the 12th international conference on World Wide Web
Mining and summarizing customer reviews
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Utility scoring of product reviews
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
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Most e-commerce websites organize and present product reviews around ratings with hardly any feature to view them in a time-oriented way. Often, there is a way to sort reviews by time but no further temporal analysis is possible. Thus, usually, only few reviews are part of a user's review analysis process, and there is no way to analyze all reviews of a product collectively. In this paper, we describe Retro, a search engine for exploring product reviews using temporal information.