@inproceedings{ccf1de6bd5de4165a38b4fa900f7cdb3,
title = "Exploring reviews and ratings on reviews for personalized search",
abstract = "With the development of e-commerce, e-commerce websites become very popular. People write reviews on products and rate the helpfulness of reviews in these websites. Reviews written by a user and reviews rated by a user actually reflect a user{\textquoteright}s interests and disinterest. Thus, they are very useful for user profiling. In this paper, we explore users{\textquoteright} reviews and ratings on reviews for personalized search and propose a review-based user profiling method. And we also propose a prioritybased result ranking strategy. For evaluation, we conduct experiments on a real-life data set. The experimental results show that our method can significantly improve the retrieval quality.",
keywords = "Personalized search, Review, User profiling",
author = "Yang Yang and Shuyue Hu and Yi Cai and Qing Du and Ho-Fung Leung and Lau, \{Raymond Y. K.\}",
year = "2016",
doi = "10.1007/978-3-319-32865-2\_16",
language = "English",
isbn = "9783319328645",
volume = "9584",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "140--150",
editor = "Di Zou and Zhiguo Gong and Chiu, \{Dickson K.W.\}",
booktitle = "Current Developments in Web Based Learning",
address = "Germany",
note = "International Conference on Web Based Learning, ICWL 2015 ; Conference date: 05-11-2015 Through 08-11-2015",
}