L
Liang Zhang
Researcher at Zhejiang University
Publications - 4
Citations - 146
Liang Zhang is an academic researcher from Zhejiang University. The author has contributed to research in topics: Collaborative filtering & Recommender system. The author has an hindex of 4, co-authored 4 publications receiving 130 citations.
Papers
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Proceedings ArticleDOI
CARES: a ranking-oriented CADAL recommender system
TL;DR: This paper presents a recommender system for CADAL digital library, namely CARES, which makes recommendations using a ranking-oriented collaborative filtering approach based on users' access logs, avoiding the problem of the lack of user ratings.
Journal ArticleDOI
Applying probabilistic latent semantic analysis to multi-criteria recommender system
TL;DR: Two types of multi-criteria probabilistic latent semantic analysis algorithms extended from the single-rating version are proposed, inspired by the Bayesian network and linear regression.
Patent
Automatic book keyword generation method
TL;DR: In this paper, an automatic book keyword generation method is proposed, where the relation between a book and an author is determined, book reviews are collected from the Internet and dismantled into words, which are tagged with parts of speech, and nouns are kept as alternate keywords; the number of documents with the alternate keywords appeared in Wikipedia is retrieved by Google in order to preliminarily assesses the importance, and modal particles and wrongly written words are filtered.
Proceedings ArticleDOI
Review-oriented metadata enrichment: a case study
TL;DR: An Book-Centric Diverse Random Walk algorithm on a four-partite graph containing three kinds of relations among authors, books, reviews and words is proposed in order to produce highly relevant as well as diverse keywords for a book.