Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach

Author:

Yang Dingqi1,Qu Bingqing2,Yang Jie3,Cudre-Mauroux Philippe4

Affiliation:

1. eXascale Infolab, University of Fribourg,, Switzerland

2. University of Fribourg, Switzerland

3. eXascale Infolab, University of Fribourg, Switzerland

4. U. of Fribourg, Switzerland

Publisher

ACM Press

Reference44 articles.

1. Lada A Adamic and Eytan Adar. 2003. Friends and neighbors on the web. Social networks25, 3 (2003), 211-230.

2. Amin Bahmanian and Mike Newman. 2016. Embedding Factorizations for 3-Uniform Hypergraphs II: r-Factorizations into s-Factorizations. The Electronic Journal of Combinatorics23, 2 (2016), 2-42.

3. Yoshua Bengio, Aaron Courville, and Pascal Vincent. 2013. Representation learning: A review and new perspectives. IEEE transactions on pattern analysis and machine intelligence35, 8(2013), 1798-1828.

4. Matthew Brand. 2003. Fast online svd revisions for lightweight recommender systems. In SDM. SIAM, 37-46.

5. Hongyun Cai, Vincent W Zheng, and Kevin Chang. 2018. A comprehensive survey of graph embedding: problems, techniques and applications. IEEE Transactions on Knowledge and Data Engineering (2018).

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