| 2012 | Understanding cyclic trends in social choices. | Anish Das Sarma, Sreenivas Gollapudi, Rina Panigrahy, Li Zhang |
| 2012 | Characterizing and harnessing peer-production of information in social tagging systems. | Elizeu Santos-Neto |
| 2012 | Learning evolving and emerging topics in social media: a dynamic nmf approach with temporal regularization. | Ankan Saha, Vikas Sindhwani |
| 2012 | Finding your friends and following them to where you are. | Adam Sadilek, Henry A. Kautz, Jeffrey P. Bigham |
| 2012 | Correlating financial time series with micro-blogging activity. | Eduardo J. Ruiz, Vagelis Hristidis, Carlos Castillo, Aristides Gionis, Alejandro Jaimes |
| 2012 | Post-click conversion modeling and analysis for non-guaranteed delivery display advertising. | Rmer Rosales, Haibin Cheng, Eren Manavoglu |
| 2012 | Learning recommender systems with adaptive regularization. | Steffen Rendle |
| 2012 | On clustering heterogeneous social media objects with outlier links. | Guo-Jun Qi, Charu C. Aggarwal, Thomas S. Huang |
| 2012 | IR system evaluation using nugget-based test collections. | Virgiliu Pavlu, Shahzad Rajput, Peter B. Golbus, Javed A. Aslam |
| 2012 | Beyond 100 million entities: large-scale blocking-based resolution for heterogeneous data. | George Papadakis, Ekaterini Ioannou, Claudia Niedere, Themis Palpanas, Wolfgang Nejdl |
| 2012 | How user behavior is related to social affinity. | Rina Panigrahy, Marc Najork, Yinglian Xie |
| 2012 | Online selection of diverse results. | Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins |
| 2012 | Of hammers and nails: an empirical comparison of three paradigms for processing large graphs. | Marc Najork, Dennis Fetterly, Alan Halverson, Krishnaram Kenthapadi, Sreenivas Gollapudi |
| 2012 | From chatter to headlines: harnessing the real-time web for personalized news recommendation. | Gianmarco De Francisci Morales, Aristides Gionis, Claudio Lucchese |
| 2012 | ETF: extended tensor factorization model for personalizing prediction of review helpfulness. | Samaneh Moghaddam, Mohsen Jamali, Martin Ester |
| 2012 | Adding semantics to microblog posts. | Edgar Meij, Wouter Weerkamp, Maarten de Rijke |
| 2012 | Language models for keyword search over data graphs. | Yosi Mass, Yehoshua Sagiv |
| 2012 | The secret life of social links. | Hilary Mason |
| 2012 | 2nd international workshop on diversity in document retrieval (DDR 2012). | Craig Macdonald, Jun Wang, Charles L. A. Clarke |
| 2012 | Pairwise cross-domain factor model for heterogeneous transfer ranking. | Bo Long, Yi Chang, Anlei Dong, Jianzhang He |
| 2012 | Machine learning for query-document matching in search. | Hang Li, Jun Xu |
| 2012 | Finding the right consumer: optimizing for conversion in display advertising campaigns. | Yandong Liu, Sandeep Pandey, Deepak Agarwal, Vanja Josifovski |
| 2012 | "I loan because...": understanding motivations for pro-social lending. | Yang Liu, Roy Chen, Yan Chen, Qiaozhu Mei, Suzy Salib |
| 2012 | Evaluating search in personal social media collections. | Chia-Jung Lee, W. Bruce Croft, Jin Young Kim |
| 2012 | A large-scale sentiment analysis for Yahoo! answers. | Onur Kucuktunc, Berkant Barla Cambazoglu, Ingmar Weber, Hakan Ferhatosmanoglu |