22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

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22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

Qi He, Arun Iyengar, Wolfgang Nejdl, Jian Pei, Rajeev Rastogi (Editors)

Anthology ID:: 2013.cikm_conference-2013
Year:: 2013
Venue:: cikm_conference
Publisher:: ACM
URL:: http://dl.acm.org/citation.cfm?id=2505515
DBLP:: conf/cikm/2013
BibTeX:: Download

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22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

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Scholarly big data: information extraction and data mining
C. Lee Giles

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Applying theory to practice
Ronald Fagin

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Usability in machine learning at scale with graphlab
Carlos Guestrin

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Structured data in web search
Alon Y. Halevy

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One size does not fit all: multi-granularity search of web forums
Gayatree Ganu | Amélie Marian

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Spatial search for K diverse-near neighbors
Gregory Ference | Wang-Chien Lee | Hui-Ju Hung | De-Nian Yang

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Mining a search engine's corpus without a query pool
Mingyang Zhang | Nan Zhang | Gautam Das

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G-tree: an efficient index for KNN search on road networks
Ruicheng Zhong | Guoliang Li | Kian-Lee Tan | Lizhu Zhou

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Efficient parsing-based search over structured data
Aditya G. Parameswaran | Raghav Kaushik | Arvind Arasu

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Graph-of-word and TW-IDF: new approach to ad hoc IR
François Rousseau | Michalis Vazirgiannis

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A phased ranking model for question answering
Rui Liu | Eric Nyberg

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CRF framework for supervised preference aggregation
Maksims Volkovs | Richard S. Zemel

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Penguins in sweaters, or serendipitous entity search on user-generated content
Ilaria Bordino | Yelena Mejova | Mounia Lalmas

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Entity-centric document filtering: boosting feature mapping through meta-features
Mianwei Zhou | Kevin Chen-Chuan Chang

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Structured positional entity language model for enterprise entity retrieval
Chunliang Lu | Lidong Bing | Wai Lam

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Learning relatedness measures for entity linking
Diego Ceccarelli | Claudio Lucchese | Salvatore Orlando | Raffaele Perego | Salvatore Trani

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Gem-based entity-knowledge maintenance
Bilyana Taneva | Gerhard Weikum

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On popularity prediction of videos shared in online social networks
Haitao Li | Xiaoqiang Ma | Feng Wang | Jiangchuan Liu | Ke Xu

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Inferring anchor links across multiple heterogeneous social networks
Xiangnan Kong | Jiawei Zhang | Philip S. Yu

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Community-based user recommendation in uni-directional social networks
Gang Zhao | Mong-Li Lee | Wynne Hsu | Wei Chen | Haoji Hu

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Personalized influence maximization on social networks
Jing Guo | Peng Zhang | Chuan Zhou | Yanan Cao | Li Guo

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Domain-dependent/independent topic switching model for online reviews with numerical ratings
Yasutoshi Ida | Takuma Nakamura | Takashi Matsumoto

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A partially supervised cross-collection topic model for cross-domain text classification
Yang Bao | Nigel Collier | Anindya Datta

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Content coverage maximization on word networks for hierarchical topic summarization
Chi Wang | Xiao Yu | Yanen Li | Chengxiang Zhai | Jiawei Han

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Mining frequent neighborhood patterns in a large labeled graph
Jialong Han | Ji-Rong Wen

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A two-phase algorithm for mining sequential patterns with differential privacy
Luca Bonomi | Li Xiong

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Mining-based compression approach of propositional formulae
Saïd Jabbour | Lakhdar Sais | Yakoub Salhi | Takeaki Uno

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Correlating medical-dependent query features with image retrieval models using association rules
Hajer Ayadi | Mouna Torjmen | Mariam Daoud | Maher Ben Jemaa | Jimmy Xiangji Huang

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Local correlation detection with linearity enhancement in streaming data
Qing Xie | Shuo Shang | Bo Yuan | Chaoyi Pang | Xiangliang Zhang

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Efficient processing of streaming graphs for evolution-aware clustering
Mindi Yuan | Kun-Lung Wu | Gabriela Jacques-Silva | Yi Lu

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Searching similar segments over textual event sequences
Liang Tang | Tao Li | Shu-Ching Chen | Shunzhi Zhu

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Causality and responsibility: probabilistic queries revisited in uncertain databases
Xiang Lian | Lei Chen

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Locality sensitive hashing for scalable structural classification and clustering of web documents
Christian Hachenberg | Thomas Gottron

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An index for efficient semantic full-text search
Hannah Bast | Björn Buchhold

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Rank-energy selective query forwarding for distributed search systems
Amin Y. Teymorian | Ophir Frieder | Marcus A. Maloof

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Augmenting web search surrogates with images
Robert Capra | Jaime Arguello | Falk Scholer

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Building a large-scale corpus for evaluating event detection on twitter
Andrew James McMinn | Yashar Moshfeghi | Joemon M. Jose

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On sparsity and drift for effective real-time filtering in microblogs
M-Dyaa Albakour | Craig Macdonald | Iadh Ounis

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Probabilistic solutions of influence propagation on social networks
Miao Zhang | Chunni Dai | Chris H. Q. Ding | Enhong Chen

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Improving pseudo-relevance feedback via tweet selection
Taiki Miyanishi | Kazuhiro Seki | Kuniaki Uehara

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Supporting exploratory people search: a study of factor transparency and user control
Shuguang Han | Daqing He | Jiepu Jiang | Zhen Yue

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Location prediction in social media based on tie strength
Jeffrey McGee | James Caverlee | Zhiyuan Cheng

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To stay or not to stay: modeling engagement dynamics in social graphs
Fragkiskos D. Malliaros | Michalis Vazirgiannis

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UNIK: unsupervised social network spam detection
Enhua Tan | Lei Guo | Songqing Chen | Xiaodong Zhang | Yihong Eric Zhao

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Modeling dynamics of meta-populations with a probabilistic approach: global diffusion in social media
Minkyoung Kim | David Newth | Peter Christen

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Diffusion of innovations revisited: from social network to innovation network
Xin Rong | Qiaozhu Mei

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StaticGreedy: solving the scalability-accuracy dilemma in influence maximization
Suqi Cheng | Huawei Shen | Junming Huang | Guoqing Zhang | Xueqi Cheng

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Online multitasking and user engagement
Janette Lehmann | Mounia Lalmas | Georges Dupret | Ricardo Baeza-Yates

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PATRIC: a parallel algorithm for counting triangles in massive networks
Shaikh Arifuzzaman | Maleq Khan | Madhav V. Marathe

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An efficient MapReduce algorithm for counting triangles in a very large graph
Ha-Myung Park | Chin-Wan Chung

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Parallel motif extraction from very long sequences
Majed Sahli | Essam Mansour | Panos Kalnis

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The logical diversity of explanations in OWL ontologies
Samantha Bail | Bijan Parsia | Ulrike Sattler

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Ontology authoring with FORZA
C. Maria Keet | Muhammad Tahir Khan | Chiara Ghidini

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Aligning freebase with the YAGO ontology
Elena Demidova | Irina Oelze | Wolfgang Nejdl

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PIDGIN: ontology alignment using web text as interlingua
Derry Wijaya | Partha Pratim Talukdar | Tom M. Mitchell

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Mapping adaptation actions for the automatic reconciliation of dynamic ontologies
Júlio Cesar dos Reis | Duy Dinh | Cédric Pruski | Marcos Da Silveira | Chantal Reynaud-Delaître

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On mining mobile apps usage behavior for predicting apps usage in smartphones
Zhung-Xun Liao | Yi-Chin Pan | Wen-Chih Peng | Po-Ruey Lei

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Ranking fraud detection for mobile apps: a holistic view
Hengshu Zhu | Hui Xiong | Yong Ge | Enhong Chen

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AnchorMF: towards effective event context identification
Hansu Gu | Mike Gartrell | Liang Zhang | Qin Lv | Dirk Grunwald

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How the live web feels about events
George Valkanas | Dimitrios Gunopulos

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Boolean satisfiability for sequence mining
Saïd Jabbour | Lakhdar Sais | Yakoub Salhi

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Users versus models: what observation tells us about effectiveness metrics
Alistair Moffat | Paul Thomas | Falk Scholer

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Evaluating aggregated search using interleaving
Aleksandr Chuklin | Anne Schuth | Katja Hofmann | Pavel Serdyukov | Maarten de Rijke

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Using historical click data to increase interleaving sensitivity
Eugene Kharitonov | Craig Macdonald | Pavel Serdyukov | Iadh Ounis

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On the reliability and intuitiveness of aggregated search metrics
Ke Zhou | Mounia Lalmas | Tetsuya Sakai | Ronan Cummins | Joemon M. Jose

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User intent and assessor disagreement in web search evaluation
Gabriella Kazai | Emine Yilmaz | Nick Craswell | Seyed M. M. Tahaghoghi

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The water filling model and the cube test: multi-dimensional evaluation for professional search
Jiyun Luo | Christopher Wing | Hui Yang | Marti A. Hearst

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Disinformation techniques for entity resolution
Steven Euijong Whang | Hector Garcia-Molina

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Location recommendation for out-of-town users in location-based social networks
Gregory Ference | Mao Ye | Wang-Chien Lee

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Personalized point-of-interest recommendation by mining users' preference transition
Xin Liu | Yong Liu | Karl Aberer | Chunyan Miao

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Proximity^-aware ranking for textual, temporal, and geographic queries
Jannik Strötgen | Michael Gertz

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Timely crawling of high-quality ephemeral new content
Damien Lefortier | Liudmila Ostroumova | Egor Samosvat | Pavel Serdyukov

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LearNext: learning to predict tourists movements
Ranieri Baraglia | Cristina Ioana Muntean | Franco Maria Nardini | Fabrizio Silvestri

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Where shall we go today?: planning touristic tours with tripbuilder
Igo Ramalho Brilhante | José Antônio Fernandes de Macêdo | Franco Maria Nardini | Raffaele Perego | Chiara Renso

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Efficient filtering and ranking schemes for finding inclusion dependencies on the web
Atsuyuki Morishima | Erika Yumiya | Masami Takahashi | Shigeo Sugimoto | Hiroyuki Kitagawa

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A generic front-stage for semi-stream processing
M. Asif Naeem | Gerald Weber | Gillian Dobbie | Christof Lutteroth

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Scalable diversification of multiple search results
Hina A. Khan | Marina Drosou | Mohamed A. Sharaf

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Parallel triangle counting in massive streaming graphs
Kanat Tangwongsan | A. Pavan | Srikanta Tirthapura

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Cache refreshing for online social news feeds
Xiao Bai | Flavio Paiva Junqueira | Adam Silberstein

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A new operator for efficient stream-relation join processing in data streaming engines
Roozbeh Derakhshan | Abdul Sattar | Bela Stantic

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SCISSOR: scalable and efficient reachability query processing in time-evolving hierarchies
Phani Rohit Mullangi | Lakshmish Ramaswamy

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Towards metric fusion on multi-view data: a cross-view based graph random walk approach
Yang Wang | Xuemin Lin | Qing Zhang

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Understanding the roles of sub-graph features for graph classification: an empirical study perspective
Ting Guo | Xingquan Zhu

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PAGE: a partition aware graph computation engine
Yingxia Shao | Junjie Yao | Bin Cui | Lin Ma

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Active exploration: simultaneous sampling and labeling for large graphs
Meng Fang | Jie Yin | Xingquan Zhu

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Local clustering in provenance graphs
Peter Macko | Daniel W. Margo | Margo I. Seltzer

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Content-centric flow mining for influence analysis in social streams
Karthik Subbian | Charu C. Aggarwal | Jaideep Srivastava

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Labels or attributes?: rethinking the neighbors for collective classification in sparsely-labeled networks
Luke K. McDowell | David W. Aha

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Fast parameterless density-based clustering via random projections
Johannes Schneider | Michail Vlachos

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Mining entity attribute synonyms via compact clustering
Yanen Li | Bo-June Paul Hsu | ChengXiang Zhai | Kuansan Wang

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Modeling interaction features for debate side clustering
Minghui Qiu | Liu Yang | Jing Jiang

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Dynamic multi-faceted topic discovery in twitter
Jan Vosecky | Di Jiang | Kenneth Wai-Ting Leung | Wilfred Ng

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Navigating the topical structure of academic search results via the Wikipedia category network
Daniil Mirylenka | Andrea Passerini

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A multimodal framework for unsupervised feature fusion
Xiaoyi Li | Jing Gao | Hui Li | Le Yang | Rohini K. Srihari

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Probabilistic semantic similarity measurements for noisy short texts using Wikipedia entities
Masumi Shirakawa | Kotaro Nakayama | Takahiro Hara | Shojiro Nishio

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Linear-time enumeration of maximal K-edge-connected subgraphs in large networks by random contraction
Takuya Akiba | Yoichi Iwata | Yuichi Yoshida

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External memory K-bisimulation reduction of big graphs
Yongming Luo | George H. L. Fletcher | Jan Hidders | Yuqing Wu | Paul De Bra

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Querying graphs with preferences
Valeria Fionda | Giuseppe Pirrò

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Network-aware search in social tagging applications: instance optimality versus efficiency
Silviu Maniu | Bogdan Cautis

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A comparison of two physical data designs for interactive social networking actions
Sumita Barahmand | Shahram Ghandeharizadeh | Jason Yap

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Building structures from classifiers for passage reranking
Aliaksei Severyn | Massimo Nicosia | Alessandro Moschitti

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Uncovering collusive spammers in Chinese review websites
Chang Xu | Jie Zhang | Kuiyu Chang | Chong Long

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Towards minimizing the annotation cost of certified text classification
Mossaab Bagdouri | William Webber | David D. Lewis | Douglas W. Oard

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A heterogenous automatic feedback semi-supervised method for image reranking
Xin-Chao Xu | Xin-Shun Xu | Yafang Wang | Xiaolin Wang

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Accurate and scalable nearest neighbors in large networks based on effective importance
Petko Bogdanov | Ambuj K. Singh

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Spatial-temporal query homogeneity for KNN object search on road networks
Ying-Ju Chen | Kun-Ta Chuang | Ming-Syan Chen

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Discovering influential authors in heterogeneous academic networks by a co-ranking method
Qinxue Meng | Paul J. Kennedy

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Entity disambiguation in anonymized graphs using graph kernels
Linus Hermansson | Tommi Kerola | Fredrik Johansson | Vinay Jethava | Devdatt P. Dubhashi

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Estimating the relative utility of networks for predicting user activities
Nina Mishra | Daniel M. Romero | Panayiotis Tsaparas

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Exploring weakly supervised latent sentiment explanations for aspect-level review analysis
Lei Fang | Minlie Huang | Xiaoyan Zhu

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Using micro-reviews to select an efficient set of reviews
Thanh-Son Nguyen | Hady Wirawan Lauw | Panayiotis Tsaparas

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Automatic construction of domain and aspect specific sentiment lexicons for customer review mining
Jürgen Broß | Heiko Ehrig

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Wikification via link co-occurrence
Zhiyuan Cai | Kaiqi Zhao | Kenny Q. Zhu | Haixun Wang

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Manipulation among the arbiters of collective intelligence: how wikipedia administrators mold public opinion
Sanmay Das | Allen Lavoie | Malik Magdon-Ismail

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Robust question answering over the web of linked data
Mohamed Yahya | Klaus Berberich | Shady Elbassuoni | Gerhard Weikum

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Expertise retrieval in bibliographic network: a topic dominance learning approach
Seyyed Hadi Hashemi | Mahmood Neshati | Hamid Beigy

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Instant foodie: predicting expert ratings from grassroots
Chenhao Tan | Ed H. Chi | David A. Huffaker | Gueorgi Kossinets | Alexander J. Smola

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On segmentation of eCommerce queries
Nish Parikh | Prasad Sriram | Mohammad Al Hasan

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Scientific articles recommendation
Yingming Li | Ming Yang | Zhongfei (Mark) Zhang

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MRPacker: an SQL to mapreduce optimizer
Xuelian Lin | Yue Ye | Shuai Ma

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A hybrid approach for privacy-preserving processing of knn queries in mobile database systems
Shixin Tian | Ying Cai | Qinghua Zheng

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Flexible and extensible generation and corruption of personal data
Peter Christen | Dinusha Vatsalan

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An efficient and robust privacy protection technique for massive streaming choice-based information
Ji Zhang | Xuemei Liu | Yonglong Luo

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RCached-tree: an index structure for efficiently answering popular queries
Manash Pal | Arnab Bhattacharya | Debjyoti Paul

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Label constrained shortest path estimation
Ankita Likhyani | Srikanta J. Bedathur

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Feature-based models for improving the quality of noisy training data for relation extraction
Benjamin Roth | Dietrich Klakow

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Weighted hashing for fast large scale similarity search
Qifan Wang | Dan Zhang | Luo Si

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Term associations in query expansion: a structural linguistic perspective
Michael Symonds | Guido Zuccon | Bevan Koopman | Peter Bruza | Laurianne Sitbon

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Predicting event-relatedness of popular queries
Seyyedeh Newsha Ghoreishi | Aixin Sun

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Modeling latent topic interactions using quantum interference for information retrieval
Alessandro Sordoni | Jing He | Jian-Yun Nie

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Generalizing diversity detection in blog feed retrieval
Mostafa Keikha | Fabio Crestani | W. Bruce Croft

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Dynamic query intent mining from a search log stream
Ya-nan Qian | Tetsuya Sakai | Junting Ye | Qinghua Zheng | Cong Li

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Latency-aware strategy for static list caching in flash-based web search engines
Jiancong Tong | Gang Wang | Xiaoguang Liu

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Bootstrapping active name disambiguation with crowdsourcing
Yu Cheng | Zhengzhang Chen | Jiang Wang | Ankit Agrawal | Alok N. Choudhary

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Modeling clicks beyond the first result page
Aleksandr Chuklin | Pavel Serdyukov | Maarten de Rijke

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Maintaining discriminatory power in quantized indexes
Matt Crane | Andrew Trotman | Richard A. O'Keefe

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Retrieving opinions from discussion forums
Laura Dietz | Ziqi Wang | Samuel J. Huston | W. Bruce Croft

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Retrieval of trending keywords in a peer-to-peer micro-blogging OSN
H. Asthana | Ingemar J. Cox

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Trustable aggregation of online ratings
Hyun-Kyo Oh | Sang-Wook Kim | Sunju Park | Ming Zhou

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Exploiting proximity feature in statistical translation models for information retrieval
Xinhui Tu | Jing Luo | Bo Li | Tingting He | Maofu Liu

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Position-based contextualization for passage retrieval
David Carmel | Anna Shtok | Oren Kurland

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High throughput filtering using FPGA-acceleration
Wim Vanderbauwhede | Anton Frolov | Leif Azzopardi | Sai Rahul Chalamalasetti | Martin Margala

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On challenges with mobile e-health: lessons from a game-theoretic perspective
Ann-Marie Eklund

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Improving entity search over linked data by modeling latent semantics
Nikita Zhiltsov | Eugene Agichtein

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Challenges in commerce search
Hugh Williams

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Clustering: probably approximately useless?
Rich Caruana

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Is top-k sufficient for ranking?
Yanyan Lan | Shuzi Niu | Jiafeng Guo | Xueqi Cheng

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How fresh do you want your search results?
Shiwen Cheng | Anastasios Arvanitis | Vagelis Hristidis

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TellMyRelevance!: predicting the relevance of web search results from cursor interactions
Maximilian Speicher | Andreas Both | Martin Gaedke

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Selection fusion in semi-structured retrieval
Muhammad Ali Norozi | Paavo Arvola

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Discriminative feature selection for multi-view cross-domain learning
Zheng Fang | Zhongfei (Mark) Zhang

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Functional dirichlet process
Lijing Qin | Xiaoyan Zhu

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Spatio-temporal meme prediction: learning what hashtags will be popular where
Krishna Yeswanth Kamath | James Caverlee

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Cost-sensitive learning for large-scale hierarchical classification
Jianfu Chen | David Warren

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Effective measures for inter-document similarity
John S. Whissell | Charles L. A. Clarke

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Efficient hierarchical clustering of large high dimensional datasets
Sean Gilpin | Buyue Qian | Ian Davidson

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Flexible and adaptive subspace search for outlier analysis
Fabian Keller | Emmanuel Müller | Andreas Wixler | Klemens Böhm

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Query matching for report recommendation
Veronika Thost | Konrad Voigt | Daniel Schuster

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Computing term similarity by large probabilistic isA knowledge
Pei-Pei Li | Haixun Wang | Kenny Q. Zhu | Zhongyuan Wang | Xindong Wu

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Interactive collaborative filtering
Xiaoxue Zhao | Weinan Zhang | Jun Wang

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Learning to handle negated language in medical records search
Nut Limsopatham | Craig Macdonald | Iadh Ounis

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A pattern-based selective recrawling approach for object-level vertical search
Yaqian Zhou | Qi Zhang | Xuanjing Huang | Lide Wu

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Robust models of mouse movement on dynamic web search results pages
Fernando Diaz | Ryen White | Georg Buscher | Daniel J. Liebling

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Cross-domain sparse coding
Jim Jing-Yan Wang | Halima Bensmail

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LCMKL: latent-community and multi-kernel learning based image annotation
Qing Li | Yun Gu | Xueming Qian

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Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs
Yusheng Xie | Zhengzhang Chen | Ankit Agrawal | Alok N. Choudhary | Lu Liu

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Predicting retweet count using visual cues
Ethem F. Can | Hüseyin Oktay | R. Manmatha

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Identifying multilingual Wikipedia articles based on cross language similarity and activity
Khoi-Nguyen Tran | Peter Christen

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An efficient algorithm for approximate betweenness centrality computation
Mostafa Haghir Chehreghani

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Exploiting collaborative filtering techniques for automatic assessment of student free-text responses
Tao Ge | Zhifang Sui | Baobao Chang

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Automated probabilistic modeling for relational data
Sameer Singh | Thore Graepel

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Semantic discovery from web comparison queries
Tingting Zhong | Wensheng Wu

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Joint learning on sentiment and emotion classification
Wei Gao | Shoushan Li | Sophia Yat Mei Lee | Guodong Zhou | Chu-Ren Huang

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A unified graph model for personalized query-oriented reference paper recommendation
Fanqi Meng | Dehong Gao | Wenjie Li | Xu Sun | Yuexian Hou

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Probabilistic latent class models for predicting student performance
Suleyman Cetintas | Luo Si | Yan Ping Xin | Ron Tzur

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Timeline adaptation for text classification
Fumiyo Fukumoto | Yoshimi Suzuki | Atsuhiro Takasu

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Recommendation via user's personality and social contextual
He Feng | Xueming Qian

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A fast convergence clustering algorithm merging MCMC and EM methods
David Sergio Matusevich | Carlos Ordonez | Veerabhadran Baladandayuthapani

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Discrimination aware classification for imbalanced datasets
Goce Ristanoski | Wei Liu | James Bailey

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Incremental shared nearest neighbor density-based clustering
Sumeet Singh | Amit Awekar

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The essence of knowledge (bases) through entity rankings
Evica Ilieva | Sebastian Michel | Aleksandar Stupar

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Chinese syntactic parsing based on linguistic entity-relationship model
Dechun Yin

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Clustering-based anomaly detection in multi-view data
Alejandro Marcos Alvarez | Makoto Yamada | Akisato Kimura | Tomoharu Iwata

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Discovering relations using matrix factorization methods
Ervina Çergani | Pauli Miettinen

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On exploiting content and citations together to compute similarity of scientific papers
Masoud Reyhani Hamedani | Sang-Wook Kim | Sang-Chul Lee | Dong-Jin Kim

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Taxonomy-based regression model for cross-domain sentiment classification
Cong-Kai Lin | Yang-Yin Lee | Chi-Hsin Yu | Hsin-Hsi Chen

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Reconciliation of categorical opinions from multiple sources
Adway Mitra | Srujana Merugu

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An unsupervised transfer learning approach to discover topics for online reputation management
Tamara Martín-Wanton | Julio Gonzalo | Enrique Amigó

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Discovering facts with boolean tensor tucker decomposition
Dóra Erdös | Pauli Miettinen

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Intelligent SSD: a turbo for big data mining
Duck-Ho Bae | Jin-Hyung Kim | Sang-Wook Kim | Hyunok Oh | Chanik Park

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Software plagiarism detection: a graph-based approach
Dong-Kyu Chae | Jiwoon Ha | Sang-Wook Kim | Boojoong Kang | Eul Gyu Im

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Objectionable content filtering by click-through data
Lung-Hao Lee | Yen-Cheng Juan | Hsin-Hsi Chen | Yuen-Hsien Tseng

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Computational advertising: the linkedin way
Deepak Agarwal

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Automatic ad format selection via contextual bandits
Liang Tang | Rómer Rosales | Ajit Singh | Deepak Agarwal

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Graph similarity search with edit distance constraint in large graph databases
Weiguo Zheng | Lei Zou | Xiang Lian | Dong Wang | Dongyan Zhao

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Fast and scalable reachability queries on graphs by pruned labeling with landmarks and paths
Yosuke Yano | Takuya Akiba | Yoichi Iwata | Yuichi Yoshida

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Graph hashing and factorization for fast graph stream classification
Ting Guo | Lianhua Chi | Xingquan Zhu

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Efficiently anonymizing social networks with reachability preservation
Xiangyu Liu | Bin Wang | Xiaochun Yang

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ImG-complex: graph data model for topology of unstructured meshes
Alireza Rezaei Mahdiraji | Peter Baumann | Guntram Berti

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ROU: advanced keyword search on graph
Yifan Pan | Yuqing Wu

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Hotness-aware buffer management for flash-based hybrid storage systems
Yanfei Lv | Bin Cui | Xuexuan Chen | Jing Li

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Expedited rating of data stores using agile data loading techniques
Sumita Barahmand | Shahram Ghandeharizadeh

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Social recommendation incorporating topic mining and social trust analysis
Tong Zhao | Chunping Li | Mengya Li | Qiang Ding | Li Li

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Originator or propagator?: incorporating social role theory into topic models for twitter content analysis
Wayne Xin Zhao | Jinpeng Wang | Yulan He | Jian-Yun Nie | Xiaoming Li

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An effective latent networks fusion based model for event recommendation in offline ephemeral social networks
Guoqiong Liao | Yuchen Zhao | Sihong Xie | Philip S. Yu

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Predicting trends in social networks via dynamic activeness model
Shuyang Lin | Xiangnan Kong | Philip S. Yu

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Dyadic event attribution in social networks with mixtures of hawkes processes
Liangda Li | Hongyuan Zha

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Modeling temporal effects of human mobile behavior on location-based social networks
Huiji Gao | Jiliang Tang | Xia Hu | Huan Liu

doi dblp
Social media news communities: gatekeeping, coverage, and statement bias
Diego Sáez-Trumper | Carlos Castillo | Mounia Lalmas

doi dblp
Discovering health-related knowledge in social media using ensembles of heterogeneous features
Suppawong Tuarob | Conrad S. Tucker | Marcel Salathé | Nilam Ram

doi dblp
Seeking provenance of information using social media
Pritam Gundecha | Zhuo Feng | Huan Liu

doi dblp
Towards an enhanced and adaptable ontology by distilling and assembling online encyclopedias
Shan Jiang | Lidong Bing | Yan Zhang

doi dblp
Assessing sparse information extraction using semantic contexts
Pei-Pei Li | Haixun Wang | Hongsong Li | Xindong Wu

doi dblp
Studying from electronic textbooks
Rakesh Agrawal | Sreenivas Gollapudi | Anitha Kannan | Krishnaram Kenthapadi

doi dblp
Generating informative snippet to maximize item visibility
Mahashweta Das | Habibur Rahman | Gautam Das | Vagelis Hristidis

doi dblp
Assessing quality score of Wikipedia article using mutual evaluation of editors and texts
Yu Suzuki | Masatoshi Yoshikawa

doi dblp
Concept-based analysis of scientific literature
Chen-Tse Tsai | Gourab Kundu | Dan Roth

doi dblp
Can back-of-the-book indexes be automatically created?
Zhaohui Wu | Zhenhui Li | Prasenjit Mitra | C. Lee Giles

doi dblp
FRec: a novel framework of recommending users and communities in social media
Lei Li | Wei Peng | Saurabh Kataria | Tong Sun | Tao Li

doi dblp
Permutation indexing: fast approximate retrieval from large corpora
Maxim Gurevich | Tamás Sarlós

doi dblp
Clustering-based transduction for learning a ranking model with limited human labels
Xin Zhang | Ben He | Tiejian Luo | Dongxing Li | Jungang Xu

doi dblp
Exploiting ranking factorization machines for microblog retrieval
Runwei Qiang | Feng Liang | Jianwu Yang

doi dblp
Learning compact hashing codes for efficient tag completion and prediction
Qifan Wang | Lingyun Ruan | Zhiwei Zhang | Luo Si

doi dblp
How do users grow up along with search engines?: a study of long-term users' behavior
Jian Liu | Yiqun Liu | Min Zhang | Shaoping Ma

doi dblp
LR-PPR: locality-sensitive, re-use promoting, approximate personalized pagerank computation
Jung Hyun Kim | K. Selçuk Candan | Maria Luisa Sapino

doi dblp
Multimedia summarization for trending topics in microblogs
Jingwen Bian | Yang Yang | Tat-Seng Chua

doi dblp
Semi-supervised discriminative preference elicitation for cold-start recommendation
Xi Zhang | Jian Cheng | Ting Yuan | Biao Niu | Hanqing Lu

doi dblp
Speller performance prediction for query autocorrection
Alexey Baytin | Irina Galinskaya | Marina Panina | Pavel Serdyukov

doi dblp
Predicting the impact of expansion terms using semantic and user interaction features
Anton Bakhtin | Yury Ustinovsky | Pavel Serdyukov

doi dblp
QBEES: query by entity examples
Steffen Metzger | Ralf Schenkel | Marcin Sydow

doi dblp
Learning to selectively rank patients' medical history
Nut Limsopatham | Craig Macdonald | Iadh Ounis

doi dblp
A belief propagation approach for detecting shilling attacks in collaborative filtering
Jun Zou | Faramarz Fekri

doi dblp
Automated snippet generation for online advertising
Stamatina Thomaidou | Ismini Lourentzou | Panagiotis Katsivelis-Perakis | Michalis Vazirgiannis

doi dblp
Detecting controversy on the web
Shiri Dori-Hacohen | James Allan

doi dblp
Mining user interest from search tasks and annotations
Sampath Jayarathna | Atish Patra | Frank Shipman

doi dblp
Generating comparative summaries from reviews
Ruben Sipos | Thorsten Joachims

doi dblp
Zero-shot video retrieval using content and concepts
Jeffrey Dalton | James Allan | Pranav Mirajkar

doi dblp
Diversified query expansion using conceptnet
Arbi Bouchoucha | Jing He | Jian-Yun Nie

doi dblp
An empirical study of top-n recommendation for venture finance
Thomas Stone | Weinan Zhang | Xiaoxue Zhao

doi dblp
Interest mining from user tweets
Thuy Vu | Victor Perez

doi dblp
An analysis of crowd workers mistakes for specific and complex relevance assessment task
Jesse Anderton | Maryam Bashir | Virgil Pavlu | Javed A. Aslam

doi dblp
Combining prestige and relevance ranking for personalized recommendation
Xiao Yang | Zhaoxin Zhang

doi dblp
Strategies for setting time-to-live values in result caches
Fethi Burak Sazoglu | Berkant Barla Cambazoglu | Rifat Ozcan | Ismail Sengör Altingövde | Özgür Ulusoy

doi dblp
Learning to detect task boundaries of query session
Zhenzhong Zhang | Le Sun | Xianpei Han

doi dblp
Early prediction on imbalanced multivariate time series
Guoliang He | Yong Duan | Tieyun Qian | Xu Chen

doi dblp
Exploiting trustors as well as trustees in trust-based recommendation
Won-Seok Hwang | Shaoyu Li | Sang-Wook Kim | Ho Jin Choi

doi dblp
Through-the-looking glass: utilizing rich post-search trail statistics for web search
Alexey Tolstikov | Mikhail Shakhray | Gleb Gusev | Pavel Serdyukov

doi dblp
Topical authority propagation on microblogs
Juan Hu | Yi Fang | Archana Godavarthy

doi dblp
The importance of being socially-savvy: quantifying the influence of social networks on microblog retrieval
Alexander Kotov | Eugene Agichtein

doi dblp
Flexible and dynamic compromises for effective recommendations
Saurabh Gupta | Sutanu Chakraborti

doi dblp
The online revolution: education for everyone
Andrew Y. Ng

doi dblp
Online learning from streaming data
Jeff Hawkins

doi dblp
From big data to big knowledge
Kevin Murphy

doi dblp
"All roads lead to Rome": optimistic recovery for distributed iterative data processing
Sebastian Schelter | Stephan Ewen | Kostas Tzoumas | Volker Markl

doi dblp
Entropy-based histograms for selectivity estimation
Hien To | Kuorong Chiang | Cyrus Shahabi

doi dblp
Efficient two-party private blocking based on sorted nearest neighborhood clustering
Dinusha Vatsalan | Peter Christen | Vassilios S. Verykios

doi dblp
Context-aware top-K processing using views
Silviu Maniu | Bogdan Cautis

doi dblp
Locality sensitive hashing revisited: filling the gap between theory and algorithm analysis
Hongya Wang | Jiao Cao | LihChyun Shu | Davood Rafiei

doi dblp
Personalization of web-search using short-term browsing context
Yury Ustinovsky | Pavel Serdyukov

doi dblp
Factors affecting aggregated search coherence and search behavior
Jaime Arguello | Robert Capra | Wan-Ching Wu

doi dblp
Improving passage ranking with user behavior information
Weize Kong | Elif Aktolga | James Allan

doi dblp
Personalized models of search satisfaction
Ahmed Hassan Awadallah | Ryen W. White

doi dblp
Beyond clicks: query reformulation as a predictor of search satisfaction
Ahmed Hassan Awadallah | Xiaolin Shi | Nick Craswell | Bill Ramsey

doi dblp
Unsupervised identification of synonymous query intent templates for attribute intents
Yanen Li | Bo-June Paul Hsu | ChengXiang Zhai

doi dblp
Toward advice mining: conditional random fields for extracting advice-revealing text units
Alfan Farizki Wicaksono | Sung-Hyon Myaeng

doi dblp
Information extraction as a filtering task
Henning Wachsmuth | Benno Stein | Gregor Engels

doi dblp
Web news extraction via path ratios
Gong-Qing Wu | Li Li | Xuegang Hu | Xindong Wu

doi dblp
Lead-lag analysis via sparse co-projection in correlated text streams
Fangzhao Wu | Yangqiu Song | Shixia Liu | Yongfeng Huang | Zhenyu Liu

doi dblp
Adaptive co-training SVM for sentiment classification on tweets
Shenghua Liu | Fuxin Li | Fangtao Li | Xueqi Cheng | Huawei Shen

doi dblp
On handling textual errors in latent document modeling
Tao Yang | Dongwon Lee

doi dblp
Overlapping community detection using seed set expansion
Joyce Jiyoung Whang | David F. Gleich | Inderjit S. Dhillon

doi dblp
TODMIS: mining communities from trajectories
Siyuan Liu | Shuhui Wang | Kasthuri Jayarajah | Archan Misra | Ramayya Krishnan

doi dblp
Archiving the relaxed consistency web
Zhiwu Xie | Herbert Van de Sompel | Jinyang Liu | Johann van Reenen | Ramiro Jordan

doi dblp
Programming with personalized pagerank: a locally groundable first-order probabilistic logic
William Yang Wang | Kathryn Mazaitis | William W. Cohen

doi dblp
Towards faster and better retrieval models for question search
Guangyou Zhou | Yubo Chen | Daojian Zeng | Jun Zhao

doi dblp
Nonparametric bayesian multitask collaborative filtering
Sotirios Chatzis

doi dblp
Local-to-global semi-supervised feature selection
Mohammed Hindawi | Khalid Benabdeslem

doi dblp
Intelligently querying incomplete instances for improving classification performance
Karthik Sankaranarayanan | Amit Dhurandhar

doi dblp
A probabilistic mixture model for mining and analyzing product search log
Huizhong Duan | ChengXiang Zhai | Jinxing Cheng | Abhishek Gattani

doi dblp
Eigenvalues perturbation of integral operator for kernel selection
Yong Liu | Shali Jiang | Shizhong Liao

doi dblp
Beyond data: from user information to business value through personalized recommendations and consumer science
Xavier Amatriain

doi dblp
Leveraging data to change industry paradigms
Chris Farmer

doi dblp
Large-scale deep learning at Baidu
Kai Yu

doi dblp
Wondering why data are missing from query results?: ask conseil why-not
Melanie Herschel

doi dblp
Fast evaluation of iceberg pattern-based aggregate queries
Zhian He | Petrie Wong | Ben Kao | Eric Lo | Reynold Cheng

doi dblp
Top-down keyword query processing on XML data
Junfeng Zhou | Xingmin Zhao | Wei Wang | Ziyang Chen | Jeffrey Xu Yu

doi dblp
Efficient pruning algorithm for top-K ranking on dataset with value uncertainty
Jianwen Chen | Ling Feng

doi dblp
Query execution timing: taming real-time anytime queries on multicore processors
Chunyao Song | Zheng Li | Tingjian Ge | Jie Wang

doi dblp
SkyView: a user evaluation of the skyline operator
Matteo Magnani | Ira Assent | Kasper Hornbæk | Mikkel R. Jakobsen | Ken Friis Larsen

doi dblp
GAPfm: optimal top-n recommendations for graded relevance domains
Yue Shi | Alexandros Karatzoglou | Linas Baltrunas | Martha A. Larson | Alan Hanjalic

doi dblp
URL tree: efficient unsupervised content extraction from streams of web documents
Borut Sluban | Miha Grcar

doi dblp
Estimating document focus time
Adam Jatowt | Ching-man Au Yeung | Katsumi Tanaka

doi dblp
Faceted models of blog feeds
Lifeng Jia | Clement T. Yu | Weiyi Meng

doi dblp
SRbench-a benchmark for soundtrack recommendation systems
Aleksandar Stupar | Sebastian Michel

doi dblp
CV-PCR: a context-guided value-driven framework for patent citation recommendation
Sooyoung Oh | Zhen Lei | Wang-Chien Lee | Prasenjit Mitra | John Yen

doi dblp
Modeling behavioral factors ininteractive information retrieval
Feza Baskaya | Heikki Keskustalo | Kalervo Järvelin

doi dblp
Intent models for contextualising and diversifying query suggestions
Eugene Kharitonov | Craig Macdonald | Pavel Serdyukov | Iadh Ounis

doi dblp
Building user profiles from topic models for personalised search
Morgan Harvey | Fabio Crestani | Mark James Carman

doi dblp
Transferring knowledge with source selection to learn IR functions on unlabeled collections
Parantapa Goswami | Massih-Reza Amini | Éric Gaussier

doi dblp
Understanding how people interact with web search results that change in real-time using implicit feedback
Jin Young Kim | Mark Cramer | Jaime Teevan | Dmitry Lagun

doi dblp
Facet selection algorithms for web product search
Damir Vandic | Flavius Frasincar | Uzay Kaymak

doi dblp
RAProp: ranking tweets by exploiting the tweet/user/web ecosystem and inter-tweet agreement
Srijith Ravikumar | Kartik Talamadupula | Raju Balakrishnan | Subbarao Kambhampati

doi dblp
Incorporating the surfing behavior of web users into pagerank
Shatlyk Ashyralyyev | Berkant Barla Cambazoglu | Cevdet Aykanat

doi dblp
Question routing to user communities
Aditya Pal | Fei Wang | Michelle X. Zhou | Jeffrey Nichols | Barton A. Smith

doi dblp
Learning to rank for question routing in community question answering
Zongcheng Ji | Bin Wang

doi dblp
Re-ranking for joint named-entity recognition and linking
Avirup Sil | Alexander Yates

doi dblp
Identifying salient entities in web pages
Michael Gamon | Tae Yano | Xinying Song | Johnson Apacible | Patrick Pantel

doi dblp
Recommending tags with a model of human categorization
Paul Seitlinger | Dominik Kowald | Christoph Trattner | Tobias Ley

doi dblp
Automatically generating descriptions for resources by tag modeling
Bin Bi | Junghoo Cho

doi dblp
Mining characteristic multi-scale motifs in sensor-based time series
Ugo Vespier | Siegfried Nijssen | Arno J. Knobbe

doi dblp
Efficient forecasting for hierarchical time series
Lars Dannecker | Robert Lorenz | Philipp Rösch | Wolfgang Lehner | Gregor Hackenbroich

doi dblp
Extraction and integration of web data by end-users
Sudhir Agarwal | Michael R. Genesereth

doi dblp
An efficient probabilistic framework for multi-dimensional classification
Iyad Batal | Charmgil Hong | Milos Hauskrecht

doi dblp
OMS-TL: a framework of online multiple source transfer learning
Liang Ge | Jing Gao | Aidong Zhang

doi dblp
Discovering and managing quantitative association rules
Chunyao Song | Tingjian Ge

doi dblp
Combining one-class classifiers via meta learning
Eitan Menahem | Lior Rokach | Yuval Elovici

doi dblp
Scalable bootstrapping for python
Peter Birsinger | Richard Xia | Armando Fox

doi dblp
Consumer-centric SLA manager for cloud-hosted databases
Liang Zhao | Sherif Sakr | Anna Liu

doi dblp
MetKB: enriching RDF knowledge bases with web entity-attribute tables
Haoqiong Bian | Yueguo Chen | Xiaoyong Du | Xiaolu Zhang

doi dblp
READFAST: high-relevance search-engine for big text
Michael N. Gubanov | Anna Pyayt

doi dblp
FusionDB: conflict management system for small-science databases
Karim Ibrahim | Nathaniel Selvo | Mohamad El-Rifai | Mohamed Y. Eltabakh

doi dblp
GeCo: an online personal data generator and corruptor
Khoi-Nguyen Tran | Dinusha Vatsalan | Peter Christen

doi dblp
Demonstrating intelligent crawling and archiving of web applications
Muhammad Faheem | Pierre Senellart

doi dblp
iNewsBox: modeling and exploiting implicit feedback for building personalized news radio
Yanan Xie | Liang Chen | Kunyang Jia | Lichuan Ji | Jian Wu

doi dblp
SportSense: using motion queries to find scenes in sports videos
Ihab Al Kabary | Heiko Schuldt

doi dblp
PredictionIO: a distributed machine learning server for practical software development
Simon Chan | Thomas Stone | Kit Pang Szeto | Ka-Hou Chan

doi dblp
Exploring XML data is as easy as using maps
Yong Zeng | Zhifeng Bao | Guoliang Li | Tok Wang Ling

doi dblp
Inside the world's playlist
Wouter Weerkamp | Manos Tsagkias | Maarten de Rijke

doi dblp
Detecting and exploring clusters in attributed graphs: a plugin for the gephi platform
Brigitte Boden | Roman Haag | Thomas Seidl

doi dblp
Cloud Armor: a platform for credibility-based trust management of cloud services
Talal H. Noor | Quan Z. Sheng | Anne H. H. Ngu | Abdullah Alfazi | Jeriel Law

doi dblp
Human computing games for knowledge acquisition
Sarath Kumar Kondreddi | Peter Triantafillou | Gerhard Weikum

doi dblp
A tool for assisting provenance search in social media
Suhas Ranganath | Pritam Gundecha | Huan Liu

doi dblp
SPHINX: rich insights into evidence-hypotheses relationships via parameter space-based exploration
Abhishek Mukherji | Jason Whitehouse | Christopher R. Botaish | Elke A. Rundensteiner | Matthew O. Ward

doi dblp
Search excavator: the knowledge discovery tool
Dmitri Danilov | Eero Vainikko

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ESTHETE: a news browsing system to visualize the context and evolution of news stories
Rahul Goyal | Ravee Malla | Amitabha Bagchi | Sameep Mehta | Maya Ramanath

doi dblp
WordSeer: a knowledge synthesis environment for textual data
Aditi S. Muralidharan | Marti A. Hearst | Christopher Fan

doi dblp
AKBC 2013: third workshop on automated knowledge base construction
Fabian M. Suchanek | Sebastian Riedel | Sameer Singh | Partha Pratim Talukdar

doi dblp
DOLAP 2013 workshop summary
Ladjel Bellatreche | Alfredo Cuzzocrea | Il-Yeol Song

doi dblp
Sixth workshop on exploiting semantic annotations in information retrieval (ESAIR'13)
Paul N. Bennett | Evgeniy Gabrilovich | Jaap Kamps | Jussi Karlgren

doi dblp
2013 international workshop on computational scientometrics: theory and applications
Cornelia Caragea | C. Lee Giles | Lior Rokach | Xiaozhong Liu

doi dblp
Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing
Xiaozhong Liu | Miao Chen | Ying Ding | Min Song

doi dblp
CloudDB 2013: fifth international workshop on cloud data management
Feifei Li | Xiaofeng Meng | Fusheng Wang | Cong Yu

doi dblp
DUBMOD13: international workshop on data-driven user behavioral modelling and mining from social media
Jalal Mahmud | Jeffrey Nichols | Michelle X. Zhou | James Caverlee | John O'Donovan

doi dblp
PLEAD 2013: politics, elections and data
Ingmar Weber | Ana-Maria Popescu | Marco Pennacchiotti

doi dblp
DTMBIO 2013: international workshop on data and text mining in biomedical informatics
Atul J. Butte | Doheon Lee | Hua Xu | Min Song

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CIKM 2013 workshop on living labs for information retrieval evaluation
Krisztian Balog | David Elsweiler | Evangelos Kanoulas | Liadh Kelly | Mark D. Smucker

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The first workshop on user engagement optimization
Liangjie Hong | Shuang-Hong Yang

doi dblp
PIKM 2013: the 6th ACM workshop for ph.d. students in information and knowledge management
Fabian M. Suchanek | Anisoara Nica

doi dblp
Web-KR 2013: the 4th international workshop on web-scale knowledge representation, retrieval and reasoning
Yi Zeng | Spyros Kotoulas | Zhisheng Huang

doi dblp
Data management & analytics for healthcare (DARE 2013)
Ullas Nambiar | Niranjan Thirumale