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ORCID6th WSDM 2013: Rome, Italy
- Stefano Leonardi, Alessandro Panconesi, Paolo Ferragina, Aristides Gionis:
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013. ACM 2013, ISBN 978-1-4503-1869-3
Keynote address
- Duncan J. Watts:
The virtual lab. 1-2
Social networks and information dynamics
- Greg Ver Steeg, Aram Galstyan:
Information-theoretic measures of influence based on content dynamics. 3-12 - Lars Backstrom, Jon M. Kleinberg, Lillian Lee
, Cristian Danescu-Niculescu-Mizil:
Characterizing and curating conversation threads: expansion, focus, volume, re-entry. 13-22 - Manuel Gomez-Rodriguez, Jure Leskovec, Bernhard Schölkopf:
Structure and dynamics of information pathways in online media. 23-32 - Nicola Barbieri, Francesco Bonchi, Giuseppe Manco:
Cascade-based community detection. 33-42 - Sen Wu, Jimeng Sun, Jie Tang:
Patent partner recommendation in enterprise social networks. 43-52 - Jiliang Tang, Huiji Gao, Xia Hu, Huan Liu:
Exploiting homophily effect for trust prediction. 53-62
Searching and ranking
- Nicola Tonellotto, Craig Macdonald, Iadh Ounis:
Efficient and effective retrieval using selective pruning. 63-72 - Debmalya Panigrahi, Sreenivas Gollapudi:
Document selection for tiered indexing in commerce search. 73-82 - Sebastiano Vigna:
Quasi-succinct indices. 83-92 - Wen Hua, Yangqiu Song, Haixun Wang, Xiaofang Zhou:
Identifying users' topical tasks in web search. 93-102 - Alexandra Chouldechova, David Mease:
Differences in search engine evaluations between query owners and non-owners. 103-112 - Constantinos Dimopoulos, Sergey Nepomnyachiy, Torsten Suel:
Optimizing top-k document retrieval strategies for block-max indexes. 113-122 - Alex Deng, Ya Xu, Ron Kohavi, Toby Walker:
Improving the sensitivity of online controlled experiments by utilizing pre-experiment data. 123-132 - Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Yi-Min Wang:
Playing by the rules: mining query associations to predict search performance. 133-142 - Athanasios N. Nikolakopoulos, John D. Garofalakis:
NCDawareRank: a novel ranking method that exploits the decomposable structure of the web. 143-152 - Ravi Kumar, Ronny Lempel, Roy Schwartz, Sergei Vassilvitskii:
Rank quantization. 153-162 - Gunhee Kim, Eric P. Xing:
Time-sensitive web image ranking and retrieval via dynamic multi-task regression. 163-172 - Georges Dupret, Mounia Lalmas:
Absence time and user engagement: evaluating ranking functions. 173-182 - Katja Hofmann, Anne Schuth, Shimon Whiteson, Maarten de Rijke:
Reusing historical interaction data for faster online learning to rank for IR. 183-192 - Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz:
Pairwise ranking aggregation in a crowdsourced setting. 193-202
Large-scale data and social networks
- Maha Ahmed Alabduljalil, Xun Tang, Tao Yang:
Optimizing parallel algorithms for all pairs similarity search. 203-212 - Milad Eftekhar, Nick Koudas, Yashar Ganjali:
Bursty subgraphs in social networks. 213-222 - Quang Duong, Sharad Goel, Jake M. Hofman, Sergei Vassilvitskii:
Sharding social networks. 223-232 - Shaomei Wu, Atish Das Sarma, Alex Fabrikant, Silvio Lattanzi, Andrew Tomkins:
Arrival and departure dynamics in social networks. 233-242
Keynote address
- Catherine Tucker:
Three findings regarding privacy online. 243-244
Best paper award
- Filip Radlinski, Nick Craswell:
Optimized interleaving for online retrieval evaluation. 245-254
Web and usage mining
- Kira Radinsky, Eric Horvitz:
Mining the web to predict future events. 255-264 - Bogdan State, Ingmar Weber, Emilio Zagheni:
Studying inter-national mobility through IP geolocation. 265-274 - Ilaria Bordino, Gianmarco De Francisci Morales, Ingmar Weber, Francesco Bonchi:
From machu_picchu to "rafting the urubamba river": anticipating information needs via the entity-query graph. 275-284 - Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais:
Personalizing atypical web search sessions. 285-294 - Nadav Golbandi, Liran Katzir, Yehuda Koren, Ronny Lempel:
Expediting search trend detection via prediction of query counts. 295-304 - Lei Li, Tao Li:
News recommendation via hypergraph learning: encapsulation of user behavior and news content. 305-314
Web mining, prediction, and recommendation
- Lu Bai, Jiafeng Guo, Yanyan Lan, Xueqi Cheng:
Group sparse topical coding: from code to topic. 315-324 - Yongtao Ma, Thanh Tran:
TYPiMatch: type-specific unsupervised learning of keys and key values for heterogeneous web data integration. 325-334 - Nick Craswell, Bodo Billerbeck, Dennis Fetterly, Marc Najork:
Robust query rewriting using anchor data. 335-344 - Peng Jiang, Huiman Hou, Lijiang Chen, Shimin Chen, Conglei Yao, Chengkai Li, Min Wang:
Wiki3C: exploiting wikipedia for context-aware concept categorization. 345-354 - Yeye He, Dong Xin, Venkatesh Ganti, Sriram Rajaraman, Nirav Shah:
Crawling deep web entity pages. 355-364 - Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves:
Using early view patterns to predict the popularity of youtube videos. 365-374 - Takeshi Kurashima, Tomoharu Iwata, Takahide Hoshide, Noriko Takaya, Ko Fujimura:
Geo topic model: joint modeling of user's activity area and interests for location recommendation. 375-384 - Amr Ahmed, Bhargav Kanagal, Sandeep Pandey, Vanja Josifovski, Lluis Garcia Pueyo, Jeffrey Yuan:
Latent factor models with additive and hierarchically-smoothed user preferences. 385-394 - Peifeng Yin, Ping Luo, Wang-Chien Lee, Min Wang:
App recommendation: a contest between satisfaction and temptation. 395-404 - Nir Ailon, Zohar Shay Karnin, Edo Liberty, Yoelle Maarek:
Threading machine generated email. 405-414 - Kira Radinsky, Paul N. Bennett:
Predicting content change on the web. 415-424 - Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi:
Triplex transfer learning: exploiting both shared and distinct concepts for text classification. 425-434 - Marios Kokkodis, Panagiotis G. Ipeirotis:
Have you done anything like that?: predicting performance using inter-category reputation. 435-444 - Mingxuan Sun, Fuxin Li, Joonseok Lee, Ke Zhou, Guy Lebanon, Hongyuan Zha:
Learning multiple-question decision trees for cold-start recommendation. 445-454
Learning and modeling
- Hao Xia, Pengcheng Wu, Steven C. H. Hoi:
Online multi-modal distance learning for scalable multimedia retrieval. 455-464 - Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene:
Unsupervised graph-based topic labelling using dbpedia. 465-474 - Shinya Tanaka, Adam Jatowt, Makoto P. Kato, Katsumi Tanaka:
Estimating content concreteness for finding comprehensible documents. 475-484 - Pradipto Das, Rohini K. Srihari, Jason J. Corso:
Translating related words to videos and back through latent topics. 485-494 - Jing Liu, Fan Zhang, Xinying Song, Young-In Song, Chin-Yew Lin, Hsiao-Wuen Hon:
What's in a name?: an unsupervised approach to link users across communities. 495-504
Keynote address
- Qiang Yang:
Big data, lifelong machine learning and transfer learning. 505-506
Best student paper award
- Johan Ugander, Lars Backstrom:
Balanced label propagation for partitioning massive graphs. 507-516
Social media
- Yelena Mejova, Padmini Srinivasan, Bob Boynton:
GOP primary season on twitter: "popular" political sentiment in social media. 517-526 - Yi Chang, Xuanhui Wang, Qiaozhu Mei, Yan Liu:
Towards Twitter context summarization with user influence models. 527-536 - Xia Hu, Lei Tang, Jiliang Tang, Huan Liu:
Exploiting social relations for sentiment analysis in microblogging. 537-546 - Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian D. Davison, Cédric Archambeau, Guillaume Bouchard:
Connecting comments and tags: improved modeling of social tagging systems. 547-556 - Liangjie Hong, Aziz S. Doumith, Brian D. Davison:
Co-factorization machines: modeling user interests and predicting individual decisions in Twitter. 557-566 - Lidong Bing, Wai Lam, Tak-Lam Wong:
Wikipedia entity expansion and attribute extraction from the web using semi-supervised learning. 567-576
Mining of web and social data
- Wei Feng, Jianyong Wang:
Retweet or not?: personalized tweet re-ranking. 577-586 - Jaewon Yang, Jure Leskovec:
Overlapping community detection at scale: a nonnegative matrix factorization approach. 587-596 - Jun Zhang, Chaokun Wang, Jianmin Wang, Philip S. Yu:
LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks. 597-606 - Mohamed Ahmed, Stella Spagna, Felipe Huici, Saverio Niccolini:
A peek into the future: predicting the evolution of popularity in user generated content. 607-616 - Guo-Jun Qi, Charu C. Aggarwal, Thomas S. Huang:
Online community detection in social sensing. 617-626 - Przemyslaw A. Grabowicz, Luca Maria Aiello, Víctor M. Eguíluz, Alejandro Jaimes:
Distinguishing topical and social groups based on common identity and bond theory. 627-636 - Adam Sadilek, Henry A. Kautz:
Modeling the impact of lifestyle on health at scale. 637-646 - Rongjing Xiang, Jennifer Neville:
Collective inference for network data with copula latent markov networks. 647-656 - Yanhua Li, Wei Chen, Yajun Wang, Zhi-Li Zhang:
Influence diffusion dynamics and influence maximization in social networks with friend and foe relationships. 657-666 - Ryan A. Rossi, Brian Gallagher, Jennifer Neville, Keith Henderson:
Modeling dynamic behavior in large evolving graphs. 667-676 - Konstantin Kutzkov, Rasmus Pagh:
On the streaming complexity of computing local clustering coefficients. 677-686 - Wei Wu, Hang Li, Jun Xu:
Learning query and document similarities from click-through bipartite graph with metadata. 687-696
Search
- Chinmay Karande, Aranyak Mehta, Ramakrishnan Srikant:
Optimizing budget constrained spend in search advertising. 697-706 - Yu Wang, Xiao Huang, Ryen W. White:
Characterizing and supporting cross-device search tasks. 707-716 - Blake Shaw, Jon Shea, Siddhartha Sinha, Andrew Hogue:
Learning to rank for spatiotemporal search. 717-726 - Knut Magne Risvik, Trishul M. Chilimbi, Henry Tan, Karthik Kalyanaraman, Chris Anderson:
Maguro, a system for indexing and searching over very large text collections. 727-736
Doctoral consortium
- Riccardo Colini-Baldeschi:
Sponsored search auctions. 737-740 - Flavio Figueiredo:
On the prediction of popularity of trends and hits for user generated videos. 741-746 - Ruth Olimpia Garcia Gavilanes:
On the quest of discovering cultural trails in social media. 747-752 - Tomas Grigalis:
Towards web-scale structured web data extraction. 753-758 - Anísio Lacerda, Nivio Ziviani:
Building user profiles to improve user experience in recommender systems. 759-764 - Ida Mele:
Web usage mining for enhancing search-result delivery and helping users to find interesting web content. 765-770
Abstracts, workshops, etc.
- Christos Giatsidis, Fragkiskos D. Malliaros, Michalis Vazirgiannis:
Advanced graph mining for community evaluation in social networks and the web. 771-772 - Leman Akoglu, Christos Faloutsos:
Anomaly, event, and fraud detection in large network datasets. 773-774 - Jimeng Sun, Jie Tang:
Models and algorithms for social influence analysis. 775-776 - Ingmar Weber, Ana-Maria Popescu, Marco Pennacchiotti:
Data-driven political science. 777-778 - Tim Weninger, Jiawei Han:
Exploring structure and content on the web: extraction and integration of the semi-structured web. 779-780 - Kira Radinsky, Fernando Diaz, Susan T. Dumais, Milad Shokouhi, Anlei Dong, Yi Chang:
Temporal web dynamics and its application to information retrieval. 781-782 - Ricardo Baeza-Yates, Yoelle Maarek:
(big) usage data in web search. 783-784 - Ayman Farahat, James Shanahan:
Econometric analysis and digital marketing: how tomeasure the effectiveness of an ad. 785-786 - Pavel Serdyukov, Georges Dupret, Nick Craswell:
WSCD2013: workshop on web search click data 2013. 787-788 - Matthias Böhmer, Ernesto William De Luca, Alan Said, Jaime Teevan:
3rd workshop on context-awareness in retrieval and recommendation. 789-790 - Nicola Tonellotto, Craig Macdonald, Ismail Sengör Altingövde:
Workshop on large-scale and distributed systems for information retrieval (LSDS-IR 2013). 791-792 - Till Plumbaum, Ernesto William De Luca, Aldo Gangemi, Michael Hausenblas:
Workshop on semantic personalized information management (SPIM'13). 793-794 - Vanessa Murdock, Charles L. A. Clarke, Jaap Kamps, Jussi Karlgren:
Search and exploration of X-Rated information (SEXI 2013). 795-796
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