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.

1. Dzmitry Bahdanau Kyunghyun Cho and Yoshua Bengio. 2015. Neural machine translation by jointly learning to align and translate. ICLR . Dzmitry Bahdanau Kyunghyun Cho and Yoshua Bengio. 2015. Neural machine translation by jointly learning to align and translate. ICLR .

2. Shumeet Baluja Rohan Seth D 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 . 895--904. 10.1145/1367497.1367618 Shumeet Baluja Rohan Seth D 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 . 895--904. 10.1145/1367497.1367618

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

Cited by 39 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3