Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction

Author:

Chen Xusong1,Liu Dong1,Zha Zheng-Jun1,Zhou Wengang1,Xiong Zhiwei1,Li Yan1

Affiliation:

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

Funder

Ministry of Science and Technology of the People's Republic of China

National Natural Science Foundation of China

Publisher

ACM

Reference37 articles.

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3. Bisheng Chen Jingdong Wang Qinghua Huang and Tao Mei. 2012. Personalized video recommendation through tripartite graph propagation. In MM . 1133--1136. 10.1145/2393347.2396401 Bisheng Chen Jingdong Wang Qinghua Huang and Tao Mei. 2012. Personalized video recommendation through tripartite graph propagation. In MM . 1133--1136. 10.1145/2393347.2396401

4. Jingyuan Chen Xuemeng Song Liqiang Nie Xiang Wang Hanwang Zhang and Tat-Seng Chua. 2016. Micro tells macro: Predicting the popularity of micro-videos via a transductive model. In MM . 898--907. 10.1145/2964284.2964314 Jingyuan Chen Xuemeng Song Liqiang Nie Xiang Wang Hanwang Zhang and Tat-Seng Chua. 2016. Micro tells macro: Predicting the popularity of micro-videos via a transductive model. In MM . 898--907. 10.1145/2964284.2964314

5. 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. 335--344. 10.1145/3077136.3080797 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. 335--344. 10.1145/3077136.3080797

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