| 2014 | Fast approximation of betweenness centrality through sampling. | Matteo Riondato, Evgenios M. Kornaropoulos |
| 2014 | Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts. | Xiang Ren, Yujing Wang, Xiao Yu, Jun Yan, Zheng Chen, Jiawei Han |
| 2014 | Improving pairwise learning for item recommendation from implicit feedback. | Steffen Rendle, Christoph Freudenthaler |
| 2014 | Modelling growth of urban crowd-sourced information. | Giovanni Quattrone, Afra J. Mashhadi, Daniele Quercia, Chris Smith-Clarke, Licia Capra |
| 2014 | Web-scale classification: web classification in the big data era. | Ioannis Partalas, Massih-Reza Amini, Ion Androutsopoulos, Thierry Artires, Patrick Gallinari, ric Gaussier, Georgios Paliouras |
| 2014 | Data that matter: opportunities in crisis informatics research. | Leysia Palen |
| 2014 | Predicting response in mobile advertising with hierarchical importance-aware factorization machine. | Richard Jayadi Oentaryo, Ee-Peng Lim, Jia-Wei Low, David Lo, Michael Finegold |
| 2014 | Using linked data to mine RDF from wikipedia's tables. | Emir Muoz, Aidan Hogan, Alessandra Mileo |
| 2014 | Multilingual probabilistic topic modeling and its applications in web mining and search. | Marie-Francine Moens, Ivan Vulic |
| 2014 | Entity linking and retrieval for semantic search. | Edgar Meij, Krisztian Balog, Daan Odijk |
| 2014 | Inferring the impacts of social media on crowdfunding. | Chun-Ta Lu, Sihong Xie, Xiangnan Kong, Philip S. Yu |
| 2014 | Search engine click spam detection based on bipartite graph propagation. | Xin Li, Min Zhang, Yiqun Liu, Shaoping Ma, Yijiang Jin, Liyun Ru |
| 2014 | Nonparametric bayesian upstream supervised multi-modal topic models. | Renjie Liao, Jun Zhu, Zengchang Qin |
| 2014 | Discovering common motifs in cursor movement data for improving web search. | Dmitry Lagun, Mikhail Ageev, Qi Guo, Eugene Agichtein |
| 2014 | Detecting non-gaussian geographical topics in tagged photo collections. | Christoph Carl Kling, Jrme Kunegis, Sergej Sizov, Steffen Staab |
| 2014 | Visualizing brand associations from web community photos. | Gunhee Kim, Eric P. Xing |
| 2014 | Modeling dwell time to predict click-level satisfaction. | Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni |
| 2014 | Supervised N-gram topic model. | Noriaki Kawamae |
| 2014 | Big graph mining for the web and social media: algorithms, anomaly detection, and applications. | U Kang, Leman Akoglu, Duen Horng Chau |
| 2014 | Entity linking at the tail: sparse signals, unknown entities, and phrase models. | Yuzhe Jin, Emre Kiciman, Kuansan Wang, Ricky Loynd |
| 2014 | Learning latent representations of nodes for classifying in heterogeneous social networks. | Yann Jacob, Ludovic Denoyer, Patrick Gallinari |
| 2014 | Social collaborative retrieval. | Ko-Jen Hsiao, Alex Kulesza, Alfred O. Hero III |
| 2014 | Who likes it more?: mining worth-recommending items from long tails by modeling relative preference. | Yu-Chieh Ho, Yi-Ting Chiang, Jane Yung-jen Hsu |
| 2014 | Strategy in action: analyzing online search behavior bymining search strategies. | Chathra Hendahewa |
| 2014 | Struggling or exploring?: disambiguating long search sessions. | Ahmed Hassan Awadallah, Ryen W. White, Susan T. Dumais, Yi-Min Wang |