| Personalized entity recommendation: a heterogeneous information network approach |
Xiao Yu, Xiang Ren, Yizhou Sun, Quanquan Gu, Bradley Sturt, Urvashi Khandelwal, Brandon Norick, Jiawei Han |
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code |
397 |
| Improving pairwise learning for item recommendation from implicit feedback |
Steffen Rendle, Christoph Freudenthaler |
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code |
206 |
| FENNEL: streaming graph partitioning for massive scale graphs |
Charalampos E. Tsourakakis, Christos Gkantsidis, Bozidar Radunovic, Milan Vojnovic |
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code |
199 |
| Modeling dwell time to predict click-level satisfaction |
Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni |
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code |
119 |
| Inferring the impacts of social media on crowdfunding |
ChunTa Lu, Sihong Xie, Xiangnan Kong, Philip S. Yu |
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code |
99 |
| Transferring heterogeneous links across location-based social networks |
Jiawei Zhang, Xiangnan Kong, Philip S. Yu |
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code |
88 |
| Lessons from the journey: a query log analysis of within-session learning |
Carsten Eickhoff, Jaime Teevan, Ryen White, Susan T. Dumais |
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code |
86 |
| Modeling opinion dynamics in social networks |
Abhimanyu Das, Sreenivas Gollapudi, Kamesh Munagala |
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code |
83 |
| Knowledge-based graph document modeling |
Michael Schuhmacher, Simone Paolo Ponzetto |
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code |
78 |
| Predicting response in mobile advertising with hierarchical importance-aware factorization machine |
Richard Jayadi Oentaryo, EePeng Lim, JiaWei Low, David Lo, Michael Finegold |
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code |
64 |
| Learning social network embeddings for predicting information diffusion |
Simon Bourigault, Cédric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari |
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code |
58 |
| Learning latent representations of nodes for classifying in heterogeneous social networks |
Yann Jacob, Ludovic Denoyer, Patrick Gallinari |
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code |
58 |
| Customized tour recommendations in urban areas |
Aristides Gionis, Theodoros Lappas, Konstantinos Pelechrinis, Evimaria Terzi |
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code |
57 |
| WebChild: harvesting and organizing commonsense knowledge from the web |
Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum |
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code |
55 |
| Struggling or exploring?: disambiguating long search sessions |
Ahmed Hassan Awadallah, Ryen W. White, Susan T. Dumais, YiMin Wang |
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code |
52 |
| Detecting cohesive and 2-mode communities indirected and undirected networks |
Jaewon Yang, Julian J. McAuley, Jure Leskovec |
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code |
48 |
| Scalable topic-specific influence analysis on microblogs |
Bin Bi, Yuanyuan Tian, Yannis Sismanis, Andrey Balmin, Junghoo Cho |
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code |
46 |
| Taxonomy discovery for personalized recommendation |
Yuchen Zhang, Amr Ahmed, Vanja Josifovski, Alexander J. Smola |
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code |
43 |
| Fast approximation of betweenness centrality through sampling |
Matteo Riondato, Evgenios M. Kornaropoulos |
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code |
42 |
| LASER: a scalable response prediction platform for online advertising |
Deepak Agarwal, Bo Long, Jonathan Traupman, Doris Xin, Liang Zhang |
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code |
40 |
| Using linked data to mine RDF from wikipedia's tables |
Emir Muñoz, Aidan Hogan, Alessandra Mileo |
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code |
40 |
| Who watches (and shares) what on youtube? and when?: using twitter to understand youtube viewership |
Adiya Abisheva, Venkata Rama Kiran Garimella, David García, Ingmar Weber |
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code |
35 |
| Adapting deep RankNet for personalized search |
Yang Song, Hongning Wang, Xiaodong He |
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code |
34 |
| On building entity recommender systems using user click log and freebase knowledge |
Xiao Yu, Hao Ma, BoJune Paul Hsu, Jiawei Han |
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code |
31 |
| Scalable K-Means by ranked retrieval |
Andrei Z. Broder, Lluis Garcia Pueyo, Vanja Josifovski, Sergei Vassilvitskii, Srihari Venkatesan |
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code |
29 |
| Discovering common motifs in cursor movement data for improving web search |
Dmitry Lagun, Mikhail Ageev, Qi Guo, Eugene Agichtein |
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code |
29 |
| Detecting non-gaussian geographical topics in tagged photo collections |
Christoph Carl Kling, Jérôme Kunegis, Sergej Sizov, Steffen Staab |
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code |
27 |
| Scalable hierarchical multitask learning algorithms for conversion optimization in display advertising |
Amr Ahmed, Abhimanyu Das, Alexander J. Smola |
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code |
26 |
| Latent dirichlet allocation based diversified retrieval for e-commerce search |
Jun Yu, Sunil Mohan, Duangmanee Putthividhya, WengKeen Wong |
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code |
25 |
| Entity linking and retrieval for semantic search |
Edgar Meij, Krisztian Balog, Daan Odijk |
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code |
25 |
| Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts |
Xiang Ren, Yujing Wang, Xiao Yu, Jun Yan, Zheng Chen, Jiawei Han |
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code |
22 |
| Is a picture really worth a thousand words?: - on the role of images in e-commerce |
Wei Di, Neel Sundaresan, Robinson Piramuthu, Anurag Bhardwaj |
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code |
21 |
| Trust, but verify: predicting contribution quality for knowledge base construction and curation |
Chun How Tan, Eugene Agichtein, Panos Ipeirotis, Evgeniy Gabrilovich |
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code |
21 |
| Sentiment analysis on evolving social streams: how self-report imbalances can help |
Pedro Henrique Calais Guerra, Wagner Meira Jr., Claire Cardie |
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code |
19 |
| Improving search relevance for short queries in community question answering |
Haocheng Wu, Wei Wu, Ming Zhou, Enhong Chen, Lei Duan, HeungYeung Shum |
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code |
18 |
| Understanding and promoting micro-finance activities in Kiva.org |
Jaegul Choo, Changhyun Lee, Daniel Lee, Hongyuan Zha, Haesun Park |
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code |
18 |
| The last click: why users give up information network navigation |
Aju Thalappillil Scaria, Rose Marie Philip, Robert West, Jure Leskovec |
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code |
17 |
| Web-scale classification: web classification in the big data era |
Ioannis Partalas, MassihReza Amini, Ion Androutsopoulos, Thierry Artières, Patrick Gallinari, Éric Gaussier, Georgios Paliouras |
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code |
16 |
| On discovering non-obvious recommendations: using unexpectedness and neighborhood selection methods in collaborative filtering systems |
Panagiotis Adamopoulos |
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code |
15 |
| Spatial compactness meets topical consistency: jointly modeling links and content for community detection |
Mrinmaya Sachan, Avinava Dubey, Shashank Srivastava, Eric P. Xing, Eduard H. Hovy |
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code |
15 |
| Search engine click spam detection based on bipartite graph propagation |
Xin Li, Min Zhang, Yiqun Liu, Shaoping Ma, Yijiang Jin, Liyun Ru |
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code |
14 |
| Relative confidence sampling for efficient on-line ranker evaluation |
Masrour Zoghi, Shimon Whiteson, Maarten de Rijke, Rémi Munos |
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code |
13 |
| Ranking in heterogeneous social media |
MinHsuan Tsai, Charu C. Aggarwal, Thomas S. Huang |
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code |
13 |
| A self-adapting latency/power tradeoff model for replicated search engines |
Ana Freire, Craig Macdonald, Nicola Tonellotto, Iadh Ounis, Fidel Cacheda |
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code |
12 |
| Who likes it more?: mining worth-recommending items from long tails by modeling relative preference |
YuChieh Ho, YiTing Chiang, Jane Yungjen Hsu |
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code |
11 |
| Modelling growth of urban crowd-sourced information |
Giovanni Quattrone, Afra J. Mashhadi, Daniele Quercia, Chris SmithClarke, Licia Capra |
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code |
11 |
| Improving the efficiency of multi-site web search engines |
Guillem Francès, Xiao Bai, Berkant Barla Cambazoglu, Ricardo BaezaYates |
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code |
10 |
| Supervised N-gram topic model |
Noriaki Kawamae |
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code |
10 |
| Democracy is good for ranking: towards multi-view rank learning and adaptation in web search |
Wei Gao, Pei Yang |
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code |
9 |
| User modeling in search logs via a nonparametric bayesian approach |
Hongning Wang, ChengXiang Zhai, Feng Liang, Anlei Dong, Yi Chang |
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code |
9 |
| An efficient framework for online advertising effectiveness measurement and comparison |
Pengyuan Wang, Yechao Liu, Marsha Meytlis, HanYun Tsao, Jian Yang, Pei Huang |
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code |
9 |
| Entity linking at the tail: sparse signals, unknown entities, and phrase models |
Yuzhe Jin, Emre Kiciman, Kuansan Wang, Ricky Loynd |
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code |
9 |
| Nonparametric bayesian upstream supervised multi-modal topic models |
Renjie Liao, Jun Zhu, Zengchang Qin |
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code |
8 |
| A few good predictions: selective node labeling in a social network |
Gaurish Chaudhari, Vashist Avadhanula, Sunita Sarawagi |
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code |
8 |
| Effective co-betweenness centrality computation |
Mostafa Haghir Chehreghani |
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code |
8 |
| Big graph mining for the web and social media: algorithms, anomaly detection, and applications |
U Kang, Leman Akoglu, Duen Horng Chau |
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code |
8 |
| Exploiting contextual factors for click modeling in sponsored search |
Dawei Yin, Shike Mei, Bin Cao, JianTao Sun, Brian D. Davison |
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code |
7 |
| Search by multiple examples |
Mingzhu Zhu, Yifang Brook Wu |
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code |
7 |
| Going beyond Corr-LDA for detecting specific comments on news & blogs |
Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya |
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code |
7 |
| Log-based personalization: the 4th web search click data (WSCD) workshop |
Pavel Serdyukov, Georges Dupret, Nick Craswell |
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code |
6 |
| Social collaborative retrieval |
KoJen Hsiao, Alex Kulesza, Alfred O. Hero III |
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code |
6 |
| Exploiting user disagreement for web search evaluation: an experimental approach |
Thomas Demeester, Robin Aly, Djoerd Hiemstra, Dong Nguyen, Dolf Trieschnigg, Chris Develder |
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code |
6 |
| Estimating ad group performance in sponsored search |
Dawei Yin, Bin Cao, JianTao Sun, Brian D. Davison |
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code |
6 |
| Visualizing brand associations from web community photos |
Gunhee Kim, Eric P. Xing |
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code |
6 |
| Multilingual probabilistic topic modeling and its applications in web mining and search |
MarieFrancine Moens, Ivan Vulic |
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code |
3 |
| Data design for personalization: current challenges and emerging opportunities |
Elizabeth F. Churchill, Atish Das Sarma |
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code |
3 |
| Partner tiering in display advertising |
Anand Bhalgat, Nitish Korula, Hennadiy Leontyev, Max Lin, Vahab S. Mirrokni |
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code |
3 |
| Active learning for networked data based on non-progressive diffusion model |
Zhilin Yang, Jie Tang, Bin Xu, Chunxiao Xing |
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code |
3 |
| Prediction in a microblog hybrid network using bonacich potential |
Shanchan Wu, Louiqa Raschid |
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code |
3 |
| Chinese-English mixed text normalization |
Qi Zhang, Huan Chen, Xuanjing Huang |
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code |
3 |
| Sampling dilemma: towards effective data sampling for click prediction in sponsored search |
Jun Feng, Jiang Bian, Taifeng Wang, Wei Chen, Xiaoyan Zhu, TieYan Liu |
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code |
2 |
| Behavioral data mining and network analysis in massive online games |
Muhammad Aurangzeb Ahmad, Jaideep Srivastava |
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code |
2 |
| Exploration and mining of web repositories |
Nan Zhang, Gautam Das |
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code |
2 |
| Exploratory search with semantic transformations using collaborative knowledge bases |
Yegin Genc |
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code |
1 |
| Diversity and novelty in web search, recommender systems and data streams |
Rodrygo L. T. Santos, Pablo Castells, Ismail Sengör Altingövde, Fazli Can |
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code |
0 |
| Strategy in action: analyzing online search behavior bymining search strategies |
Chathra Hendahewa |
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code |
0 |
| Data that matter: opportunities in crisis informatics research |
Leysia Palen |
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code |
0 |
| 1st workshop on diffusion networks and cascade analytics |
Peng Cui, Fei Wang, Hanghang Tong, Manuel GomezRodriguez |
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code |
0 |
| Integration of large scale knowledge bases using probabilistic graphical models |
Arnab Kumar Dutta |
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code |
0 |