SEMI: A Sequential Multi-Modal Information Transfer Network for E-Commerce Micro-Video Recommendations

Author:

Lei Chenyi1,Liu Yong2,Zhang Lingzi3,Wang Guoxin4,Tang Haihong5,Li Houqiang6,Miao Chunyan2

Affiliation:

1. University of Science and Technology of China & Alibaba Group, Hefei, China

2. Nanyang Technological University, Singapore, Singapore

3. Nanyang Technological University & Alibaba Group, Singapore, Singapore

4. Zhejiang University & Alibaba Group, Hangzhou, China

5. Alibaba Group, Hangzhou, China

6. University of Science and Technology of China, Hefei, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference39 articles.

1. Guangneng Hu andd Yu Zhng and Qiang Yang. 2018. CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. In CIKM. ACM 667--676. Guangneng Hu andd Yu Zhng and Qiang Yang. 2018. CoNet: Collaborative Cross Networks for Cross-Domain Recommendation. In CIKM. ACM 667--676.

2. Shumeet Baluja Rohan Seth Dharshi Sivakumar Yushi Jing Jay Yagnik Shankar Kumar Deepak Ravichandran and Mohamed Aly. 2008. Video Suggestion and Discovery for Youtube: Taking Random Walks Through the View Graph. In WWW. ACM 895--904. Shumeet Baluja Rohan Seth Dharshi Sivakumar Yushi Jing Jay Yagnik Shankar Kumar Deepak Ravichandran and Mohamed Aly. 2008. Video Suggestion and Discovery for Youtube: Taking Random Walks Through the View Graph. In WWW. ACM 895--904.

3. Bisheng Chen Jingdong Wang Qinghua Huang and Tao Mei. 2012. Personalized Video Recommendation through Tripartite Graph Propagation. In MM. ACM 1133--1136. Bisheng Chen Jingdong Wang Qinghua Huang and Tao Mei. 2012. Personalized Video Recommendation through Tripartite Graph Propagation. In MM. ACM 1133--1136.

4. Jingyuan Chen Hanwang Zhang Xiangnan He Liqiang Nie Wei Liu and Tat-Seng Chua. 2017. Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention. In SIGIR. ACM 335--344. Jingyuan Chen Hanwang Zhang Xiangnan He Liqiang Nie Wei Liu and Tat-Seng Chua. 2017. Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention. In SIGIR. ACM 335--344.

5. Qiwei Chen Huan Zhao Wei Li Pipei Huang and Wenwu Ou. 2019 b. Behavior Sequence Transformer for E-Commerce Recommendation in Alibaba. In DLP-KDD. ACM 1--4. Qiwei Chen Huan Zhao Wei Li Pipei Huang and Wenwu Ou. 2019 b. Behavior Sequence Transformer for E-Commerce Recommendation in Alibaba. In DLP-KDD. ACM 1--4.

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