| Overlapping community detection at scale: a nonnegative matrix factorization approach |
Jaewon Yang, Jure Leskovec |
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code |
476 |
| Using early view patterns to predict the popularity of youtube videos |
Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves |
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code |
238 |
| Exploiting social relations for sentiment analysis in microblogging |
Xia Hu, Lei Tang, Jiliang Tang, Huan Liu |
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code |
189 |
| Exploiting homophily effect for trust prediction |
Jiliang Tang, Huiji Gao, Xia Hu, Huan Liu |
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code |
156 |
| Structure and dynamics of information pathways in online media |
Manuel GomezRodriguez, Jure Leskovec, Bernhard Schölkopf |
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code |
145 |
| What's in a name?: an unsupervised approach to link users across communities |
Jing Liu, Fan Zhang, Xinying Song, YoungIn Song, ChinYew Lin, HsiaoWuen Hon |
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code |
140 |
| Pairwise ranking aggregation in a crowdsourced setting |
Xi Chen, Paul N. Bennett, Kevyn CollinsThompson, Eric Horvitz |
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code |
139 |
| Influence diffusion dynamics and influence maximization in social networks with friend and foe relationships |
Yanhua Li, Wei Chen, Yajun Wang, ZhiLi Zhang |
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code |
120 |
| A peek into the future: predicting the evolution of popularity in user generated content |
Mohamed Ahmed, Stella Spagna, Felipe Huici, Saverio Niccolini |
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code |
114 |
| Geo topic model: joint modeling of user's activity area and interests for location recommendation |
Takeshi Kurashima, Tomoharu Iwata, Takahide Hoshide, Noriko Takaya, Ko Fujimura |
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code |
105 |
| Co-factorization machines: modeling user interests and predicting individual decisions in Twitter |
Liangjie Hong, Aziz S. Doumith, Brian D. Davison |
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code |
105 |
| Modeling dynamic behavior in large evolving graphs |
Ryan A. Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson |
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code |
99 |
| Balanced label propagation for partitioning massive graphs |
Johan Ugander, Lars Backstrom |
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code |
97 |
| Mining the web to predict future events |
Kira Radinsky, Eric Horvitz |
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code |
89 |
| Improving the sensitivity of online controlled experiments by utilizing pre-experiment data |
Alex Deng, Ya Xu, Ron Kohavi, Toby Walker |
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code |
88 |
| Optimized interleaving for online retrieval evaluation |
Filip Radlinski, Nick Craswell |
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code |
82 |
| Unsupervised graph-based topic labelling using dbpedia |
Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene |
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code |
73 |
| Cascade-based community detection |
Nicola Barbieri, Francesco Bonchi, Giuseppe Manco |
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code |
68 |
| App recommendation: a contest between satisfaction and temptation |
Peifeng Yin, Ping Luo, WangChien Lee, Min Wang |
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code |
62 |
| Learning to rank for spatiotemporal search |
Blake Shaw, Jon Shea, Siddhartha Sinha, Andrew Hogue |
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code |
59 |
| Reusing historical interaction data for faster online learning to rank for IR |
Katja Hofmann, Anne Schuth, Shimon Whiteson, Maarten de Rijke |
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code |
59 |
| News recommendation via hypergraph learning: encapsulation of user behavior and news content |
Lei Li, Tao Li |
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code |
54 |
| Quasi-succinct indices |
Sebastiano Vigna |
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code |
54 |
| Characterizing and curating conversation threads: expansion, focus, volume, re-entry |
Lars Backstrom, Jon M. Kleinberg, Lillian Lee, Cristian DanescuNiculescuMizil |
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code |
50 |
| Optimizing top-k document retrieval strategies for block-max indexes |
Constantinos Dimopoulos, Sergey Nepomnyachiy, Torsten Suel |
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code |
49 |
| Retweet or not?: personalized tweet re-ranking |
Wei Feng, Jianyong Wang |
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code |
48 |
| Absence time and user engagement: evaluating ranking functions |
Georges Dupret, Mounia Lalmas |
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code |
48 |
| Efficient and effective retrieval using selective pruning |
Nicola Tonellotto, Craig Macdonald, Iadh Ounis |
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code |
48 |
| Learning multiple-question decision trees for cold-start recommendation |
Mingxuan Sun, Fuxin Li, Joonseok Lee, Ke Zhou, Guy Lebanon, Hongyuan Zha |
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code |
45 |
| GOP primary season on twitter: "popular" political sentiment in social media |
Yelena Mejova, Padmini Srinivasan, Bob Boynton |
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code |
43 |
| On the prediction of popularity of trends and hits for user generated videos |
Flavio V. D. de Figueiredo |
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code |
42 |
| Arrival and departure dynamics in social networks |
Shaomei Wu, Atish Das Sarma, Alex Fabrikant, Silvio Lattanzi, Andrew Tomkins |
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code |
41 |
| Patent partner recommendation in enterprise social networks |
Sen Wu, Jimeng Sun, Jie Tang |
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code |
39 |
| Learning query and document similarities from click-through bipartite graph with metadata |
Wei Wu, Hang Li, Jun Xu |
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code |
36 |
| Threading machine generated email |
Nir Ailon, Zohar Shay Karnin, Edo Liberty, Yoelle Maarek |
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code |
34 |
| Anomaly, event, and fraud detection in large network datasets |
Leman Akoglu, Christos Faloutsos |
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code |
34 |
| Predicting content change on the web |
Kira Radinsky, Paul N. Bennett |
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code |
33 |
| Information-theoretic measures of influence based on content dynamics |
Greg Ver Steeg, Aram Galstyan |
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code |
32 |
| Studying inter-national mobility through IP geolocation |
Bogdan State, Ingmar Weber, Emilio Zagheni |
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code |
31 |
| Crawling deep web entity pages |
Yeye He, Dong Xin, Venkatesh Ganti, Sriram Rajaraman, Nirav Shah |
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code |
31 |
| Distinguishing topical and social groups based on common identity and bond theory |
Przemyslaw A. Grabowicz, Luca Maria Aiello, Víctor M. Eguíluz, Alejandro Jaimes |
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code |
30 |
| Optimizing budget constrained spend in search advertising |
Chinmay Karande, Aranyak Mehta, Ramakrishnan Srikant |
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code |
29 |
| Towards Twitter context summarization with user influence models |
Yi Chang, Xuanhui Wang, Qiaozhu Mei, Yan Liu |
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code |
28 |
| Identifying users' topical tasks in web search |
Wen Hua, Yangqiu Song, Haixun Wang, Xiaofang Zhou |
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code |
26 |
| From machu_picchu to "rafting the urubamba river": anticipating information needs via the entity-query graph |
Ilaria Bordino, Gianmarco De Francisci Morales, Ingmar Weber, Francesco Bonchi |
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code |
26 |
| Latent factor models with additive and hierarchically-smoothed user preferences |
Amr Ahmed, Bhargav Kanagal, Sandeep Pandey, Vanja Josifovski, Lluis Garcia Pueyo, Jeffrey Yuan |
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code |
25 |
| Modeling the impact of lifestyle on health at scale |
Adam Sadilek, Henry A. Kautz |
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code |
24 |
| Optimizing parallel algorithms for all pairs similarity search |
Maha Ahmed Alabduljalil, Xun Tang, Tao Yang |
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code |
23 |
| Characterizing and supporting cross-device search tasks |
Yu Wang, Xiao Huang, Ryen W. White |
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code |
23 |
| On the streaming complexity of computing local clustering coefficients |
Konstantin Kutzkov, Rasmus Pagh |
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code |
23 |
| Expediting search trend detection via prediction of query counts |
Nadav Golbandi, Liran Katzir, Yehuda Koren, Ronny Lempel |
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code |
19 |
| TYPiMatch: type-specific unsupervised learning of keys and key values for heterogeneous web data integration |
Yongtao Ma, Thanh Tran |
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code |
19 |
| Online community detection in social sensing |
GuoJun Qi, Charu C. Aggarwal, Thomas S. Huang |
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code |
19 |
| Wikipedia entity expansion and attribute extraction from the web using semi-supervised learning |
Lidong Bing, Wai Lam, TakLam Wong |
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code |
19 |
| NCDawareRank: a novel ranking method that exploits the decomposable structure of the web |
Athanasios N. Nikolakopoulos, John D. Garofalakis |
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code |
17 |
| Playing by the rules: mining query associations to predict search performance |
Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, YiMin Wang |
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code |
15 |
| Sharding social networks |
Quang Duong, Sharad Goel, Jake M. Hofman, Sergei Vassilvitskii |
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code |
15 |
| Have you done anything like that?: predicting performance using inter-category reputation |
Marios Kokkodis, Panagiotis G. Ipeirotis |
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code |
15 |
| Connecting comments and tags: improved modeling of social tagging systems |
Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian D. Davison, Cédric Archambeau, Guillaume Bouchard |
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code |
15 |
| Personalizing atypical web search sessions |
Carsten Eickhoff, Kevyn CollinsThompson, Paul N. Bennett, Susan T. Dumais |
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code |
13 |
| Web usage mining for enhancing search-result delivery and helping users to find interesting web content |
Ida Mele |
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code |
13 |
| Maguro, a system for indexing and searching over very large text collections |
Knut Magne Risvik, Trishul M. Chilimbi, Henry Tan, Karthik Kalyanaraman, Chris Anderson |
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code |
12 |
| Translating related words to videos and back through latent topics |
Pradipto Das, Rohini K. Srihari, Jason J. Corso |
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code |
12 |
| Towards web-scale structured web data extraction |
Tomas Grigalis |
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code |
12 |
| Time-sensitive web image ranking and retrieval via dynamic multi-task regression |
Gunhee Kim, Eric P. Xing |
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code |
11 |
| Online multi-modal distance learning for scalable multimedia retrieval |
Hao Xia, Pengcheng Wu, Steven C. H. Hoi |
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code |
11 |
| Temporal web dynamics and its application to information retrieval |
Kira Radinsky, Fernando Diaz, Susan T. Dumais, Milad Shokouhi, Anlei Dong, Yi Chang |
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code |
11 |
| Triplex transfer learning: exploiting both shared and distinct concepts for text classification |
Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi |
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code |
11 |
| Group sparse topical coding: from code to topic |
Lu Bai, Jiafeng Guo, Yanyan Lan, Xueqi Cheng |
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code |
10 |
| Differences in search engine evaluations between query owners and non-owners |
Alexandra Chouldechova, David Mease |
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code |
8 |
| 3rd workshop on context-awareness in retrieval and recommendation |
Matthias Böhmer, Ernesto William De Luca, Alan Said, Jaime Teevan |
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code |
8 |
| Building user profiles to improve user experience in recommender systems |
Anísio Lacerda, Nivio Ziviani |
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code |
8 |
| LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks |
Jun Zhang, Chaokun Wang, Jianmin Wang, Philip S. Yu |
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code |
8 |
| Estimating content concreteness for finding comprehensible documents |
Shinya Tanaka, Adam Jatowt, Makoto P. Kato, Katsumi Tanaka |
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code |
7 |
| Collective inference for network data with copula latent markov networks |
Rongjing Xiang, Jennifer Neville |
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code |
7 |
| Advanced graph mining for community evaluation in social networks and the web |
Christos Giatsidis, Fragkiskos D. Malliaros, Michalis Vazirgiannis |
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code |
7 |
| Econometric analysis and digital marketing: how tomeasure the effectiveness of an ad |
Ayman Farahat, James Shanahan |
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code |
7 |
| Robust query rewriting using anchor data |
Nick Craswell, Bodo Billerbeck, Dennis Fetterly, Marc Najork |
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code |
6 |
| Models and algorithms for social influence analysis |
Jimeng Sun, Jie Tang |
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code |
6 |
| Big data, lifelong machine learning and transfer learning |
Qiang Yang |
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code |
5 |
| Bursty subgraphs in social networks |
Milad Eftekhar, Nick Koudas, Yashar Ganjali |
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code |
5 |
| Data-driven political science |
Ingmar Weber, AnaMaria Popescu, Marco Pennacchiotti |
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code |
5 |
| WSCD2013: workshop on web search click data 2013 |
Pavel Serdyukov, Georges Dupret, Nick Craswell |
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code |
4 |
| Exploring structure and content on the web: extraction and integration of the semi-structured web |
Tim Weninger, Jiawei Han |
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code |
4 |
| Wiki3C: exploiting wikipedia for context-aware concept categorization |
Peng Jiang, Huiman Hou, Lijiang Chen, Shimin Chen, Conglei Yao, Chengkai Li, Min Wang |
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code |
4 |
| Search and exploration of X-Rated information (SEXI 2013) |
Vanessa Murdock, Charles L. A. Clarke, Jaap Kamps, Jussi Karlgren |
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code |
3 |
| The virtual lab |
Duncan J. Watts |
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code |
3 |
| On the quest of discovering cultural trails in social media |
Ruth Olimpia Garcia Gavilanes |
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code |
3 |
| Document selection for tiered indexing in commerce search |
Debmalya Panigrahi, Sreenivas Gollapudi |
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code |
1 |
| Rank quantization |
Ravi Kumar, Ronny Lempel, Roy Schwartz, Sergei Vassilvitskii |
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code |
1 |
| (big) usage data in web search |
Ricardo BaezaYates, Yoelle Maarek |
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code |
1 |
| Sponsored search auctions |
Riccardo ColiniBaldeschi |
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code |
0 |
| Three findings regarding privacy online |
Catherine Tucker |
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code |
0 |