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Nan Zheng
Researcher at Chinese Academy of Sciences
Publications - 4
Citations - 265
Nan Zheng is an academic researcher from Chinese Academy of Sciences. The author has contributed to research in topics: Collaborative filtering & Information explosion. The author has an hindex of 3, co-authored 4 publications receiving 248 citations.
Papers
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Journal ArticleDOI
A recommender system based on tag and time information for social tagging systems
Nan Zheng,Qiudan Li +1 more
TL;DR: The importance and usefulness of tag and time information when predicting users' preference and how to exploit such information to build an effective resource-recommendation model are investigated and a recommender system is designed to realize the computational approach.
Journal ArticleDOI
Which photo groups should I choose? A comparative study of recommendation algorithms in Flickr
TL;DR: This paper designs and compares seven Flickr group recommendation models and suggests that model-based approaches are beneficial compared with memory-based approach in terms of top-k recommendation metric, and incorporating tags in the recommendation algorithms leads to an improvement of precision on the top 2% performance.
Proceedings ArticleDOI
Flickr group recommendation based on tensor decomposition
TL;DR: A tensor decomposition-based group recommendation model to suggest groups to users which can help tackle the problem of huge volume of groups in Flickr.
Proceedings ArticleDOI
A Classifying and Exploring System Based on Users' Tagging Behaviors
TL;DR: This paper constructs an information classifying and exploring system based on users' tagging behaviors, which group the tags and resources by their semantic relations to construct Tag Bundles automatically, and generate a suitable category name for each group according to the category knowledge database, which generated by the open web information resources.