| 2012 | Auralist: introducing serendipity into music recommendation. | Yuan Cao Zhang, Diarmuid Saghdha, Daniele Quercia, Tamas Jambor |
| 2012 | Beyond co-occurrence: discovering and visualizing tag relationships from geo-spatial and temporal similarities. | Haipeng Zhang, Mohammed Korayem, Erkang You, David J. Crandall |
| 2012 | A straw shows which way the wind blows: ranking potentially popular items from early votes. | Peifeng Yin, Ping Luo, Min Wang, Wang-Chien Lee |
| 2012 | Find me opinion sources in blogosphere: a unified framework for opinionated blog feed retrieval. | Xueke Xu, Songbo Tan, Yue Liu, Xueqi Cheng, Zheng Lin, Jiafeng Guo |
| 2012 | Incorporating revisiting behaviors into click models. | Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Liyun Ru |
| 2012 | Relational click prediction for sponsored search. | Chenyan Xiong, Taifeng Wang, Wenkui Ding, Yidong Shen, Tie-Yan Liu |
| 2012 | Answers, not links: extracting tips from yahoo! answers to address how-to web queries. | Ingmar Weber, Antti Ukkonen, Aristides Gionis |
| 2012 | Extracting search-focused key n-grams for relevance ranking in web search. | Chen Wang, Keping Bi, Yunhua Hu, Hang Li, Guihong Cao |
| 2012 | Tips, dones and todos: uncovering user profiles in foursquare. | Marisa A. Vasconcelos, Saulo M. R. Ricci, Jussara M. Almeida, Fabrcio Benevenuto, Virglio A. F. Almeida |
| 2012 | Nowcasting the macroeconomy with search engine data. | Hal R. Varian |
| 2012 | What's in a hashtag?: content based prediction of the spread of ideas in microblogging communities. | Oren Tsur, Ari Rappoport |
| 2012 | The early bird gets the buzz: detecting anomalies and emerging trends in information networks. | Brian Thompson |
| 2012 | To each his own: personalized content selection based on text comprehensibility. | Chenhao Tan, Evgeniy Gabrilovich, Bo Pang |
| 2012 | Inferring social ties across heterogenous networks. | Jie Tang, Tiancheng Lou, Jon M. Kleinberg |
| 2012 | mTrust: discerning multi-faceted trust in a connected world. | Jiliang Tang, Huiji Gao, Huan Liu |
| 2012 | Coupled temporal scoping of relational facts. | Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell |
| 2012 | When will it happen?: relationship prediction in heterogeneous information networks. | Yizhou Sun, Jiawei Han, Charu C. Aggarwal, Nitesh V. Chawla |
| 2012 | Probabilistic models for personalizing web search. | David A. Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan T. Dumais, Bodo Billerbeck |
| 2012 | Query suggestion by constructing term-transition graphs. | Yang Song, Dengyong Zhou, Li-wei He |
| 2012 | How to win friends and influence people, truthfully: influence maximization mechanisms for social networks. | Yaron Singer |
| 2012 | Personalized click model through collaborative filtering. | Si Shen, Botao Amber Hu, Weizhu Chen, Qiang Yang |
| 2012 | Optimized top-k processing with global page scores on block-max indexes. | Dongdong Shan, Shuai Ding, Jing He, Hongfei Yan, Xiaoming Li |
| 2012 | Collaborative information seeking: understanding users, systems, and content. | Chirag Shah |
| 2012 | WSCD 2012: workshop on web search click data 2012. | Pavel Serdyukov, Nick Craswell, Georges Dupret |
| 2012 | Topical clustering of search results. | Ugo Scaiella, Paolo Ferragina, Andrea Marino, Massimiliano Ciaramita |