2022

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Direction-Aware User Recommendation Based on Asymmetric Network Embedding
Sheng Zhou | Xin Wang | Martin Ester | Bolang Li | Chen Ye | Zhen Zhang | Can Wang | Jiajun Bu
2022 Volume 40 Issue 2

2021

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CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation
Jiawei Chen | Chengquan Jiang | Can Wang | Sheng Zhou | Yan Feng | Chun Chen | Martin Ester | Xiangnan He
2021 Volume 39 Issue 3

2020

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Multi-Channel Sellers Traffic Allocation in Large-scale E-commerce Promotion
Shen Xin | Yizhou Ye | Martin Ester | Cheng Long | Jie Zhang | Zhao Li | Kaiying Yuan | Yanghua Li
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
Learning Temporal Interaction Graph Embedding via Coupled Memory Networks
Zhen Zhang | Jiajun Bu | Martin Ester | Jianfeng Zhang | Chengwei Yao | Zhao Li | Can Wang
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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A Deep Bayesian Tensor-Based System for Video Recommendation
Wei Lu | Fu-Lai Chung | Wenhao Jiang | Martin Ester | Wei Liu
2019 Volume 37 Issue 1

doi dblp
Multi-task based Sales Predictions for Online Promotions
Shen Xin | Martin Ester | Jiajun Bu | Chengwei Yao | Zhao Li | Xun Zhou | Yizhou Ye | Can Wang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

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Device-Aware Rule Recommendation for the Internet of Things
Beidou Wang | Xin Guo | Martin Ester | Ziyu Guan | Bandeep Singh | Yu Zhu | Jiajun Bu | Deng Cai
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Modeling Users' Exposure with Social Knowledge Influence and Consumption Influence for Recommendation
Jiawei Chen | Yan Feng | Martin Ester | Sheng Zhou | Chun Chen | Can Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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PRRE: Personalized Relation Ranking Embedding for Attributed Networks
Sheng Zhou | Hongxia Yang | Xin Wang | Jiajun Bu | Martin Ester | Pinggang Yu | Jianwei Zhang | Can Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Joint User- and Event- Driven Stable Social Event Organization
Xin Wang | Wenwu Zhu | Chun Chen | Martin Ester
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

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ROSC: Robust Spectral Clustering on Multi-scale Data
Xiang Li | Ben Kao | Siqiang Luo | Martin Ester
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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Interactive Social Recommendation
Xin Wang | Steven C. H. Hoi | Chenghao Liu | Martin Ester
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Semi-supervised Clustering in Attributed Heterogeneous Information Networks
Xiang Li | Yao Wu | Martin Ester | Ben Kao | Xin Wang | Yudian Zheng
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

doi dblp
Learning Personalized Preference of Strong and Weak Ties for Social Recommendation
Xin Wang | Steven C. H. Hoi | Martin Ester | Jiajun Bu | Chun Chen
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

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Collaborative Denoising Auto-Encoders for Top-N Recommender Systems
Yao Wu | Christopher DuBois | Alice X. Zheng | Martin Ester
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

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CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering
Yao Wu | Xudong Liu | Min Xie | Martin Ester | Qing Yang
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

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Social Recommendation with Strong and Weak Ties
Xin Wang | Wei Lu | Martin Ester | Can Wang | Chun Chen
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp
Which to View: Personalized Prioritization for Broadcast Emails
Beidou Wang | Martin Ester | Jiajun Bu | Yu Zhu | Ziyu Guan | Deng Cai
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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FLAME: A Probabilistic Model Combining Aspect Based Opinion Mining and Collaborative Filtering
Yao Wu | Martin Ester
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

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Detecting Singleton Review Spammers Using Semantic Similarity
Vlad Sandulescu | Martin Ester
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2013

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The FLDA model for aspect-based opinion mining: addressing the cold start problem
Samaneh Moghaddam | Martin Ester
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

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ETF: extended tensor factorization model for personalizing prediction of review helpfulness
Samaneh Moghaddam | Mohsen Jamali | Martin Ester
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

doi dblp
Aspect-based opinion mining from product reviews
Samaneh Moghaddam | Martin Ester
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

doi dblp
On the design of LDA models for aspect-based opinion mining
Samaneh Moghaddam | Martin Ester
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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ILDA: interdependent LDA model for learning latent aspects and their ratings from online product reviews
Samaneh Moghaddam | Martin Ester
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Review recommendation: personalized prediction of the quality of online reviews
Samaneh Moghaddam | Mohsen Jamali | Martin Ester
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns
Mohsen Jamali | Gholamreza Haffari | Martin Ester
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011

2010

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Opinion digger: an unsupervised opinion miner from unstructured product reviews
Samaneh Moghaddam | Martin Ester
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Supervised identification and linking of concept mentions to a domain-specific ontology
Gabor Melli | Martin Ester
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2001

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Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering
Kai Yu | Xiaowei Xu | Martin Ester | Hans-Peter Kriegel
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001