R. Ramanathan, Nicolas K. Shinada, Sucheendra K. Palaniappan

Keywords Abstract Paper

online dating, neural networks, reciprocal recommender systems

James Neve, Ryan McConville

Keywords Abstract Paper

Siamese Networks, Social Recommendation, Content-Based Recommendation, Reciprocal Recommender Systems

Houye Ji, Junxiong Zhu, Xiao Wang and

Chuan Shi, Bai Wang, Xiaoye Tan, Yanghua Li, Shaojian He

Keywords Abstract Paper

Yuanfu Lu, Ruobing Xie, Chuan Shi and

Yuan Fang, Wei Wang, Xu Zhang, Leyu Lin

Keywords Abstract Paper

heterogeneous graph, friend-enhanced recommendation, social influence

Yang Zhang, Dong Wang, Qiang Li and

Yue Shen, Ziqi Liu, Xiaodong Zeng, Zhiqiang Zhang, Jinjie Gu, Derek F. Wong

Keywords Abstract Paper

Machine Learning, Deep Learning, Applications of Supervised Learning, Recommender Systems

Yutao Huang, Lingyang Chu, Zirui Zhou and

Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang

Keywords Abstract Paper

Marco Morik, Ashudeep Singh, Jessica Hong, Thorsten Joachims

Keywords Abstract Paper

Machine Learning, Learning Preferences or Rankings, Fairness, Information Retrieval, Online Learning

Liyi Guo, Rui Lu, Haoqi Zhang and

Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai

Keywords Abstract Paper

advertiser satisfaction prediction, display advertisement, e-commerce, advertiser intent identification

Shashank Gupta

Keywords Abstract Paper

Marco Morik, Ashudeep Singh, Jessica Hong, Thorsten Joachims

Keywords Abstract Paper

learning-to-rank, selection bias, exposure, fairness, ranking, bias

Haolan Zhan, Hainan Zhang, Hongshen Chen and

Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin

Keywords Abstract Paper

natural language generation, transformer, recommendation reason, posterior network, self-attention

Tobias Schnabel, Gonzalo Ramos, Saleema Amershi

Keywords Abstract Paper

user preferences, onboarding experiences, user control

Yingqiang Ge, Shuya Zhao, Honglu Zhou and

Changhua Pei, Fei Sun, Wenwu Ou, Yongfeng Zhang

Keywords Abstract Paper

e-commerce, echo chamber, recommender systems, filter bubble

Andrés Villa, Vladimir Araujo, Francisca Cattan, Denis Parra

Keywords Abstract Paper

Deep Learning, MOBA Games, Item Recommendation

Yicheng Zou, Lujun Zhao, Yangyang Kang and

Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

Keywords Abstract Paper

Dmitri Goldenberg, Javier Albert, Lucas Bernardi, Pablo Estevez

Keywords Abstract Paper

Implicit Feedback, Machine Learning, Benefits Recommendation, Causal Inference, Uplift Modeling

Tunazzina Islam, Dan Goldwasser

Keywords Abstract Paper

Psychological, personality-based and ethnographic studies of social media, Social network analysis, communities identification, expertise and authority discovery, Subjectivity in textual data, sentiment analysis, polarity/opinion identification and extract

Huazheng Wang, Qian Zhao, Qingyun Wu and

Shubham Chopra, Abhinav Khaitan, Hongning Wang

Keywords Abstract Paper

contextual bandits, Differential privacy, collaborative learning

Junshu Jiang, Songyun Ye, Wei Wang and

Jingran Xu, Xiaosheng Luo

Keywords Abstract Paper

person-job fit, deepfm, lstm, cnn, job post, resume, feature fusion

Junho Song, Hyekyoung Park, Kyungsik Han, Sang-Wook Kim

Keywords Abstract Paper

like network, common-identity theory, hashtags, instagram

Ben Tan, Bo Liu, Vincent Zheng, Qiang Yang

Keywords Abstract Paper

Recommender Systems, Federated Learning

Haolan Zhan, Hainan Zhang, Hongshen Chen and

Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan

Keywords Abstract Paper

Jie Zhang, Song Guo, Xiaosong Ma and

Haozhao Wang, Wenchao Xu, Feijie Wu

Keywords Abstract Paper

optimization, federated learning

Reshef Meir, Jérôme Lang, Julien Lesca and

Nicholas Mattei, Natan Kaminsky

Keywords Abstract Paper

Qinxu Ding, Yong Liu, Chunyan Miao and

Fei Cheng, Haihong Tang

Keywords Abstract Paper

Kosetsu Tsukuda, Masataka Goto

Keywords Abstract Paper

search intent, image search, search satisfaction, evaluation metrics

Kenji Ryu, Michal Ptaszynski

Keywords Abstract Paper

Kentaro Takahira, Shigeo Matsubara

Keywords Abstract Paper

Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu and

Weiyan Shi, Zhou Yu

Keywords Abstract Paper

recommendation dialogs, movie recommendation, annotation scheme, automatic evaluation

Jing Yao, Zhicheng Dou, Ji-Rong Wen

Keywords Abstract Paper

personalized search, personal word embedding, user interest

Jin Peng Zhou, Zhaoyue Cheng, Felipe Perez, Maksims Volkovs

Keywords Abstract Paper

Deep Learning, Context-Aware Recommender Systems, Neural Attention Networks

Liu Yang, Bo Liu, Leyu Lin and

Feng Xia, Kai Chen, Qiang Yang

Keywords Abstract Paper

online learning, cluster-of-bandit, recommendation system

Jessica Su, Krishna Kamath, Aneesh Sharma and

Johan Ugander, Sharad Goel

Keywords Abstract Paper

cases, causal, changes, common, engagement, groups, large_scale, networks, rates, relationships, retention rates, twitter

Tong Chen, Hongzhi Yin, Guanhua Ye and

Zi Huang, Yang Wang, Meng Wang

Keywords Abstract Paper

substitute recommendation, collaborative filtering, product relationship, interpretability

Xixi Li, Ruimin Hu, Zheng Wang, Toshihiko Yamasaki

Keywords Abstract Paper

AI Ethics, Trust, Fairness, Surveillance, Manipulation of People, Social Sciences, Mining Spatial, Temporal Data, Recommender Systems

Rachael Hwee Ling Sim, Yehong Zhang, Bryan Kian Hsiang Low, Mun Choon Chan

Keywords Abstract Paper

Fairness, Equity, Justice, and Safety

Li Wang, Binbin Jin, Zhenya Huang and

Hongke Zhao, Defu Lian, Qi Liu, Enhong Chen

Keywords Abstract Paper

Data Mining, Recommender Systems, Recommender Systems, Learning Preferences or Rankings

Zhangming Chan, Yuchi Zhang, Xiuying Chen and

Shen Gao, Zhiqiang Zhang, Dongyan Zhao, Rui Yan

Keywords Abstract Paper

multi-product generation, real-world problem, ad task, human evaluations

Minje Choi, Ceren Budak, Daniel M. Romero, David Jurgens

Keywords Abstract Paper

Social network analysis, communities identification, expertise and authority discovery, Subjectivity in textual data, sentiment analysis, polarity/opinion identification and extraction, linguistic analyses of social media behavior, Text categorization, top

Feng Liang, Weike Pan, Zhong Ming

Keywords Abstract Paper