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Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Toward Data-Driven Education: CIKM-2016 Keynote
Rakesh Agrawal

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Social Recommendation with Strong and Weak Ties
Xin Wang | Wei Lu | Martin Ester | Can Wang | Chun Chen

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Learning Graph-based POI Embedding for Location-based Recommendation
Min Xie | Hongzhi Yin | Hao Wang | Fanjiang Xu | Weitong Chen | Sen Wang

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Improving Personalized Trip Recommendation by Avoiding Crowds
Xiaoting Wang | Christopher Leckie | Jeffrey Chan | Kwan Hui Lim | Tharshan Vaithianathan

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Memory-based Recommendations of Entities for Web Search Users
Ignacio Fernández-Tobías | Roi Blanco

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LICON: A Linear Weighting Scheme for the Contribution ofInput Variables in Deep Artificial Neural Networks
Gjergji Kasneci | Thomas Gottron

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A Deep Relevance Matching Model for Ad-hoc Retrieval
Jiafeng Guo | Yixing Fan | Qingyao Ai | W. Bruce Croft

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A Neural Network Approach to Quote Recommendation in Writings
Jiwei Tan | Xiaojun Wan | Jianguo Xiao

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Retweet Prediction with Attention-based Deep Neural Network
Qi Zhang | Yeyun Gong | Jindou Wu | Haoran Huang | Xuanjing Huang

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Effective Document Labeling with Very Few Seed Words: A Topic Model Approach
Chenliang Li | Jian Xing | Aixin Sun | Zongyang Ma

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Cross-lingual Text Classification via Model Translation with Limited Dictionaries
Ruochen Xu | Yiming Yang | Hanxiao Liu | Andrew Hsi

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Semi-supervised Multi-Label Topic Models for Document Classification and Sentence Labeling
Hossein Soleimani | David J. Miller

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Linked Document Embedding for Classification
Suhang Wang | Jiliang Tang | Charu C. Aggarwal | Huan Liu

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Detecting Promotion Campaigns in Query Auto Completion
Yuli Liu | Yiqun Liu | Ke Zhou | Min Zhang | Shaoping Ma | Yue Yin | Hengliang Luo

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A Unified Index for Spatio-Temporal Keyword Queries
Tuan-Anh Hoang-Vu | Huy T. Vo | Juliana Freire

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Privacy-Preserving Reachability Query Services for Massive Networks
Jiaxin Jiang | Peipei Yi | Byron Choi | Zhiwei Zhang | Xiaohui Yu

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Sequential Query Expansion using Concept Graph
Saeid Balaneshinkordan | Alexander Kotov

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Learning Latent Vector Spaces for Product Search
Christophe Van Gysel | Maarten de Rijke | Evangelos Kanoulas

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Incorporating Clicks, Attention and Satisfaction into a Search Engine Result Page Evaluation Model
Aleksandr Chuklin | Maarten de Rijke

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The Role of Relevance in Sponsored Search
Luca Maria Aiello | Ioannis Arapakis | Ricardo Baeza-Yates | Xiao Bai | Nicola Barbieri | Amin Mantrach | Fabrizio Silvestri

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PowerWalk: Scalable Personalized PageRank via Random Walks with Vertex-Centric Decomposition
Qin Liu | Zhenguo Li | John C. S. Lui | Jiefeng Cheng

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Building Industry-specific Knowledge Bases
Shivakumar Vaithyanathan

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Reuters Tracer: A Large Scale System of Detecting & Verifying Real-Time News Events from Twitter
Xiaomo Liu | Quanzhi Li | Armineh Nourbakhsh | Rui Fang | Merine Thomas | Kajsa Anderson | Russ Kociuba | Mark Vedder | Steven Pomerville | Ramdev Wudali | Robert Martin | John Duprey | Arun Vachher | William Keenan | Sameena Shah

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Structural Clustering of Machine-Generated Mail
Noa Avigdor-Elgrabli | Mark Cwalinski | Dotan Di Castro | Iftah Gamzu | Irena Grabovitch-Zuyev | Liane Lewin-Eytan | Yoelle Maarek

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LambdaFM: Learning Optimal Ranking with Factorization Machines Using Lambda Surrogates
Fajie Yuan | Guibing Guo | Joemon M. Jose | Long Chen | Haitao Yu | Weinan Zhang

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Plackett-Luce Regression Mixture Model for Heterogeneous Rankings
Maksim Tkachenko | Hady Wirawan Lauw

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Compression-Based Selective Sampling for Learning to Rank
Rodrigo M. Silva | Guilherme de Castro Mendes Gomes | Mário S. Alvim | Marcos André Gonçalves

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Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank
Daniel Xavier de Sousa | Sérgio Daniel Canuto | Thierson Couto Rosa | Wellington Santos Martins | Marcos André Gonçalves

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Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration
Laure Soulier | Lynda Tamine | Gia-Hung Nguyen

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Learning to Extract Conditional Knowledge for Question Answering using Dialogue
Pengwei Wang | Lei Ji | Jun Yan | Lianwen Jin | Wei-Ying Ma

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aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model
Liu Yang | Qingyao Ai | Jiafeng Guo | W. Bruce Croft

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Medical Question Answering for Clinical Decision Support
Travis R. Goodwin | Sanda M. Harabagiu

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Error Link Detection and Correction in Wikipedia
Chengyu Wang | Rong Zhang | Xiaofeng He | Aoying Zhou

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Using Prerequisites to Extract Concept Maps fromTextbooks
Shuting Wang | Alexander Ororbia | Zhaohui Wu | Kyle Williams | Chen Liang | Bart Pursel | C. Lee Giles

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Vandalism Detection in Wikidata
Stefan Heindorf | Martin Potthast | Benno Stein | Gregor Engels

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Finding News Citations for Wikipedia
Besnik Fetahu | Katja Markert | Wolfgang Nejdl | Avishek Anand

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SemiNMF-PCA framework for Sparse Data Co-clustering
Kais Allab | Lazhar Labiod | Mohamed Nadif

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Effective and Efficient Spectral Clustering on Text and Link Data
Zhiqiang Xu | Yiping Ke

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Robust Spectral Ensemble Clustering
Zhiqiang Tao | Hongfu Liu | Sheng Li | Yun Fu

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Hybrid Indexing for Versioned Document Search with Cluster-based Retrieval
Xin Jin | Daniel Agun | Tao Yang | Qinghao Wu | Yifan Shen | Susen Zhao

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Time-aware Multi-Viewpoint Summarization of Multilingual Social Text Streams
Zhaochun Ren | Oana Inel | Lora Aroyo | Maarten de Rijke

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Data Summarization with Social Contexts
Hao Zhuang | Rameez Rahman | Xia Hu | Tian Guo | Pan Hui | Karl Aberer

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Understanding Sparse Topical Structure of Short Text via Stochastic Variational-Gibbs Inference
Tianyi Lin | Siyuan Zhang | Hong Cheng

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Annotating Points of Interest with Geo-tagged Tweets
Kaiqi Zhao | Gao Cong | Aixin Sun

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Duer: Intelligent Personal Assistant
Haifeng Wang

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Measuring Metrics
Pavel A. Dmitriev | Xian Wu

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City-Scale Localization with Telco Big Data
Fangzhou Zhu | Chen Luo | Mingxuan Yuan | Yijian Zhu | Zhengqing Zhang | Tao Gu | Ke Deng | Weixiong Rao | Jia Zeng

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Approximating Graph Pattern Queries Using Views
Jia Li | Yang Cao | Xudong Liu

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Group-Aware Weighted Bipartite B-Matching
Cheng Chen | Sean Chester | Venkatesh Srinivasan | Kui Wu | Alex Thomo

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Growing Graphs from Hyperedge Replacement Graph Grammars
Salvador Aguiñaga | Rodrigo Palácios | David Chiang | Tim Weninger

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GiraphAsync: Supporting Online and Offline Graph Processing via Adaptive Asynchronous Message Processing
Yuqiong Liu | Chang Zhou | Jun Gao | Zhiguo Fan

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Graph Topic Scan Statistic for Spatial Event Detection
Yu Liu | Baojian Zhou | Feng Chen | David W. Cheung

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A Nonparametric Model for Event Discovery in the Geospatial-Temporal Space
Jinjin Guo | Zhiguo Gong

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A Multiple Instance Learning Framework for Identifying Key Sentences and Detecting Events
Wei Wang | Yue Ning | Huzefa Rangwala | Naren Ramakrishnan

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PairFac: Event Analytics through Discriminant Tensor Factorization
Xidao Wen | Yu-Ru Lin | Konstantinos Pelechrinis

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Active Content-Based Crowdsourcing Task Selection
Piyush Bansal | Carsten Eickhoff | Thomas Hofmann

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CrowdSelect: Increasing Accuracy of Crowdsourcing Tasks through Behavior Prediction and User Selection
Chenxi Qiu | Anna Cinzia Squicciarini | Barbara Carminati | James Caverlee | Dev Rishi Khare

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Attribute-based Crowd Entity Resolution
Asif R. Khan | Hector Garcia-Molina

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Efficient Processing of Location-Aware Group Preference Queries
Miao Li | Lisi Chen | Gao Cong | Yu Gu | Ge Yu

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Mining Shopping Patterns for Divergent Urban Regions by Incorporating Mobility Data
Tianran Hu | Ruihua Song | Yingzi Wang | Xing Xie | Jiebo Luo

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Large-Scale Analysis of Viewing Behavior: Towards Measuring Satisfaction with Mobile Proactive Systems
Qi Guo | Yang Song

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Where Did You Go: Personalized Annotation of Mobility Records
Fei Wu | Zhenhui Li

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Understanding Mobile Searcher Attention with Rich Ad Formats
Dmitry Lagun | Donal McMahon | Vidhya Navalpakkam

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Link Prediction in Heterogeneous Social Networks
Sumit Negi | Santanu Chaudhury

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Who are My Familiar Strangers?: Revealing Hidden Friend Relations and Common Interests from Smart Card Data
Fusang Zhang | Beihong Jin | Tingjian Ge | Qiang Ji | Yanling Cui

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PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information
Min-Hee Jang | Christos Faloutsos | Sang-Wook Kim | U Kang | Jiwoon Ha

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Predicting Popularity of Twitter Accounts through the Discovery of Link-Propagating Early Adopters
Daichi Imamori | Keishi Tajima

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"Shall I Be Your Chat Companion?": Towards an Online Human-Computer Conversation System
Rui Yan | Yiping Song | Xiangyang Zhou | Hua Wu

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To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos
Yale Song | Miriam Redi | Jordi Vallmitjana | Alejandro Jaimes

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Separating-Plane Factorization Models: Scalable Recommendation from One-Class Implicit Feedback
Haolan Chen | Di Niu | Kunfeng Lai | Yu Xu | Masoud Ardakani

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User Response Learning for Directly Optimizing Campaign Performance in Display Advertising
Kan Ren | Weinan Zhang | Yifei Rong | Haifeng Zhang | Yong Yu | Jun Wang

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Personalized Search: Potential and Pitfalls
Susan T. Dumais

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Query Variations and their Effect on Comparing Information Retrieval Systems
Guido Zuccon | João R. M. Palotti | Allan Hanbury

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Semantic Matching by Non-Linear Word Transportation for Information Retrieval
Jiafeng Guo | Yixing Fan | Qingyao Ai | W. Bruce Croft

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Generalizing Translation Models in the Probabilistic Relevance Framework
Navid Rekabsaz | Mihai Lupu | Allan Hanbury | Guido Zuccon

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Axiomatic Result Re-Ranking
Matthias Hagen | Michael Völske | Steve Göring | Benno Stein

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Agents, Simulated Users and Humans: An Analysis of Performance and Behaviour
David Maxwell | Leif Azzopardi

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Inspiration or Preparation?: Explaining Creativity in Scientific Enterprise
Xinyang Zhang | Dashun Wang | Ting Wang

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Pagination versus Scrolling in Mobile Web Search
Jaewon Kim | Paul Thomas | Ramesh S. Sankaranarayana | Tom Gedeon | Hwan-Jin Yoon

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Studying the Dark Triad of Personality through Twitter Behavior
Daniel Preotiuc-Pietro | Jordan Carpenter | Salvatore Giorgi | Lyle H. Ungar

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Document Filtering for Long-tail Entities
Ridho Reinanda | Edgar Meij | Maarten de Rijke

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Estimating Time Models for News Article Excerpts
Arunav Mishra | Klaus Berberich

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A Framework for Task-specific Short Document Expansion
Ramakrishna B. Bairi | Raghavendra Udupa | Ganesh Ramakrishnan

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Beyond Clustering: Sub-DAG Discovery for Categorising Documents
Ramakrishna B. Bairi | Mark James Carman | Ganesh Ramakrishnan

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On Transductive Classification in Heterogeneous Information Networks
Xiang Li | Ben Kao | Yudian Zheng | Zhipeng Huang

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Efficient Hidden Trajectory Reconstruction from Sparse Data
Ning Yang | Philip S. Yu

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Quark-X: An Efficient Top-K Processing Framework for RDF Quad Stores
Jyoti Leeka | Srikanta Bedathur | Debajyoti Bera | Medha Atre

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Reenactment for Read-Committed Snapshot Isolation
Bahareh Sadat Arab | Dieter Gawlick | Vasudha Krishnaswamy | Venkatesh Radhakrishnan | Boris Glavic

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Influence-Aware Truth Discovery
Hengtong Zhang | Qi Li | Fenglong Ma | Houping Xiao | Yaliang Li | Jing Gao | Lu Su

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Truth Discovery via Exploiting Implications from Multi-Source Data
Xianzhi Wang | Quan Z. Sheng | Lina Yao | Xue Li | Xiu Susie Fang | Xiaofei Xu | Boualem Benatallah

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FacetGist: Collective Extraction of Document Facets in Large Technical Corpora
Tarique Siddiqui | Xiang Ren | Aditya G. Parameswaran | Jiawei Han

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Empowering Truth Discovery with Multi-Truth Prediction
Xianzhi Wang | Quan Z. Sheng | Lina Yao | Xue Li | Xiu Susie Fang | Xiaofei Xu | Boualem Benatallah

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Using Machine Learning to Improve the Email Experience
Marc Najork

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Hashtag Recommendation for Enterprise Applications
Dhruv Mahajan | Vishwajit Kolathur | Chetan Bansal | Suresh Parthasarathy | Sundararajan Sellamanickam | S. Sathiya Keerthi | Johannes Gehrke

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Survival Analysis based Framework for Early Prediction of Student Dropouts
Sattar Ameri | Mahtab Jahanbani Fard | Ratna Babu Chinnam | Chandan K. Reddy

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Generative Feature Language Models for Mining Implicit Features from Customer Reviews
Shubhra Kanti Karmaker Santu | Parikshit Sondhi | ChengXiang Zhai

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Data-Driven Contextual Valence Shifter Quantification for Multi-Theme Sentiment Analysis
Hongkun Yu | Jingbo Shang | Meichun Hsu | Malú Castellanos | Jiawei Han

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Sentiment Domain Adaptation with Multi-Level Contextual Sentiment Knowledge
Fangzhao Wu | Sixing Wu | Yongfeng Huang | Songfang Huang | Yong Qin

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Mobile App Retrieval for Social Media Users via Inference of Implicit Intent in Social Media Text
Dae Hoon Park | Yi Fang | Mengwen Liu | ChengXiang Zhai

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Derivative Delay Embedding: Online Modeling of Streaming Time Series
Zhifei Zhang | Yang Song | Wei Wang | Hairong Qi

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PISA: An Index for Aggregating Big Time Series Data
Xiangdong Huang | Jianmin Wang | Raymond K. Wong | Jinrui Zhang | Chen Wang

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Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach
Sheng Li | Yaliang Li | Yun Fu

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Semi-Supervision Dramatically Improves Time Series Clustering under Dynamic Time Warping
Hoang Anh Dau | Nurjahan Begum | Eamonn J. Keogh

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Model-Based Oversampling for Imbalanced Sequence Classification
Zhichen Gong | Huanhuan Chen

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CRISP: Consensus Regularized Selection based Prediction
Ping Wang | Karthik K. Padthe | Bhanukiran Vinzamuri | Chandan K. Reddy

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Regularizing Structured Classifier with Conditional Probabilistic Constraints for Semi-supervised Learning
Vincent Wenchen Zheng | Kevin Chen-Chuan Chang

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Scalability of Continuous Active Learning for Reliable High-Recall Text Classification
Gordon V. Cormack | Maura R. Grossman

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Towards the Effective Linking of Social Media Contents to Products in E-Commerce Catalogs
Henry S. Vieira | Altigran Soares da Silva | Pável Calado | Marco Cristo | Edleno Silva de Moura

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Tracking Virality and Susceptibility in Social Media
Tuan-Anh Hoang | Ee-Peng Lim

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Feature Driven and Point Process Approaches for Popularity Prediction
Swapnil Mishra | Marian-Andrei Rizoiu | Lexing Xie

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Adaptive Evolutionary Filtering in Real-Time Twitter Stream
Feifan Fan | Yansong Feng | Lili Yao | Dongyan Zhao

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Multiple Queries as Bandit Arms
Cheng Li | Paul Resnick | Qiaozhu Mei

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Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search
Leonid Boytsov | David Novak | Yury A. Malkov | Eric Nyberg

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Scalability and Total Recall with Fast CoveringLSH
Ninh Pham | Rasmus Pagh

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Query-Biased Partitioning for Selective Search
Zhuyun Dai | Chenyan Xiong | Jamie Callan

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Characterizing Diseases from Unstructured Text: A Vocabulary Driven Word2vec Approach
Saurav Ghosh | Prithwish Chakraborty | Emily Cohn | John S. Brownstein | Naren Ramakrishnan

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Network-Efficient Distributed Word2vec Training System for Large Vocabularies
Erik Ordentlich | Lee Yang | Andy Feng | Peter Cnudde | Mihajlo Grbovic | Nemanja Djuric | Vladan Radosavljevic | Gavin Owens

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A Personal Perspective and Retrospective on Web Search Technology
Andrei Z. Broder

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Scalable Spectral k-Support Norm Regularization for Robust Low Rank Subspace Learning
Yiu-ming Cheung | Jian Lou

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Online Adaptive Passive-Aggressive Methods for Non-Negative Matrix Factorization and Its Applications
Chenghao Liu | Steven C. H. Hoi | Peilin Zhao | Jianling Sun | Ee-Peng Lim

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aptMTVL: Nailing Interactions in Multi-Task Multi-View Multi-Label Learning using Adaptive-basis Multilinear Factor Analyzers
Xiaoli Li | Jun Huan

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An Adaptive Framework for Multistream Classification
Swarup Chandra | Ahsanul Haque | Latifur Khan | Charu C. Aggarwal

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Optimizing Update Frequencies for Decaying Information
Simon Razniewski

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Cutty: Aggregate Sharing for User-Defined Windows
Paris Carbone | Jonas Traub | Asterios Katsifodimos | Seif Haridi | Volker Markl

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Relational Database Schema Design for Uncertain Data
Sebastian Link | Henri Prade

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BICP: Block-Incremental CP Decomposition with Update Sensitive Refinement
Shengyu Huang | K. Selçuk Candan | Maria Luisa Sapino

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Topological Graph Sketching for Incremental and Scalable Analytics
Bortik Bandyopadhyay | David Fuhry | Aniket Chakrabarti | Srinivasan Parthasarathy

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Querying Minimal Steiner Maximum-Connected Subgraphs in Large Graphs
Jiafeng Hu | Xiaowei Wu | Reynold Cheng | Siqiang Luo | Yixiang Fang

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Efficient Estimation of Triangles in Very Large Graphs
Roohollah Etemadi | Jianguo Lu | Yung H. Tsin

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Efficient Batch Processing for Multiple Keyword Queries on Graph Data
Lu Chen | Chengfei Liu | Xiaochun Yang | Bin Wang | Jianxin Li | Rui Zhou

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Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval
Ting-Kun Yan | Xin-Shun Xu | Shanqing Guo | Zi Huang | Xiaolin Wang

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Word Vector Compositionality based Relevance Feedback using Kernel Density Estimation
Dwaipayan Roy | Debasis Ganguly | Mandar Mitra | Gareth J. F. Jones

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Q+Tree: An Efficient Quad Tree based Data Indexing for Parallelizing Dynamic and Reverse Skylines
Md. Saiful Islam | Chengfei Liu | J. Wenny Rahayu | Tarique Anwar

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Luhn Revisited: Significant Words Language Models
Mostafa Dehghani | Hosein Azarbonyad | Jaap Kamps | Djoerd Hiemstra | Maarten Marx

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ESPRESSO: Explaining Relationships between Entity Sets
Stephan Seufert | Klaus Berberich | Srikanta J. Bedathur | Sarath Kumar Kondreddi | Patrick Ernst | Gerhard Weikum

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Geotagging Named Entities in News and Online Documents
Jiangwei Yu Rafiei | Davood Rafiei

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Discovering Entities with Just a Little Help from You
Jaspreet Singh | Johannes Hoffart | Avishek Anand

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Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams
Baichuan Zhang | Murat Dundar | Mohammad Al Hasan

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Large-scale Robust Online Matching and Its Application in E-commerce
Rong Jin

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A Distributed Graph Algorithm for Discovering Unique Behavioral Groups from Large-Scale Telco Data
Qirong Ho | Wenqing Lin | Eran Shaham | Shonali Krishnaswamy | The Anh Dang | Jingxuan Wang | Isabel Choo Zhongyan | Amy She-Nash

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Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings
Zimu Zheng | Dan Wang | Jian Pei | Yi Yuan | Cheng Fan | Linda Fu Xiao

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A Probabilistic Multi-Touch Attribution Model for Online Advertising
Wendi Ji | Xiaoling Wang | Dell Zhang

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Optimizing Ad Allocation in Social Advertising
Shaojie Tang | Jing Yuan

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Joint Collaborative Ranking with Social Relationships in Top-N Recommendation
Dimitrios Rafailidis | Fabio Crestani

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Modeling Customer Engagement from Partial Observations
Jelena Stojanovic | Djordje Gligorijevic | Zoran Obradovic

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On the Effectiveness of Query Weighting for Adapting Rank Learners to New Unlabelled Collections
Pengfei Li | Mark Sanderson | Mark James Carman | Falk Scholer

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One Query, Many Clicks: Analysis of Queries with Multiple Clicks by the Same User
Elad Kravi | Ido Guy | Avihai Mejer | David Carmel | Yoelle Maarek | Dan Pelleg | Gilad Tsur

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Precision-Oriented Query Facet Extraction
Weize Kong | James Allan

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Learning to Rewrite Queries
Yunlong He | Jiliang Tang | Hua Ouyang | Changsung Kang | Dawei Yin | Yi Chang

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When is the Time Ripe for Natural Language Processing for Patent Passage Retrieval?
Linda Andersson | Mihai Lupu | João R. M. Palotti | Allan Hanbury | Andreas Rauber

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A Probabilistic Fusion Framework
Yael Anava | Anna Shtok | Oren Kurland | Ella Rabinovich

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Selective Cluster-Based Document Retrieval
Or Levi | Fiana Raiber | Oren Kurland | Ido Guy

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Pseudo-Relevance Feedback Based on Matrix Factorization
Hamed Zamani | Javid Dadashkarimi | Azadeh Shakery | W. Bruce Croft

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Uncovering the Spatio-Temporal Dynamics of Memes in the Presence of Incomplete Information
Hancheng Ge | James Caverlee | Nan Zhang | Anna Cinzia Squicciarini

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From Recommendation to Profile Inference (Rec2PI): A Value-added Service to Wi-Fi Data Mining
Cheng Chen | Fang Dong | Kui Wu | Venkatesh Srinivasan | Alex Thomo

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On Backup Battery Data in Base Stations of Mobile Networks: Measurement, Analysis, and Optimization
Xiaoyi Fan | Feng Wang | Jiangchuan Liu

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Automatic Generation and Validation of Road Maps from GPS Trajectory Data Sets
Hengfeng Li | Lars Kulik | Kotagiri Ramamohanarao

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Fully Dynamic Shortest-Path Distance Query Acceleration on Massive Networks
Takanori Hayashi | Takuya Akiba | Ken-ichi Kawarabayashi

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Hierarchical and Dynamic k-Path Covers
Takuya Akiba | Yosuke Yano | Naoto Mizuno

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Efficient Computation of Importance Based Communities in Web-Scale Networks Using a Single Machine
Shu Chen | Ran Wei | Diana Popova | Alex Thomo

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Collective Classification via Discriminative Matrix Factorization on Sparsely Labeled Networks
Daokun Zhang | Jie Yin | Xingquan Zhu | Chengqi Zhang

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LogMine: Fast Pattern Recognition for Log Analytics
Hossein Hamooni | Biplob Debnath | Jianwu Xu | Hui Zhang | Guofei Jiang | Abdullah Mueen

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Scaling Factorization Machines with Parameter Server
Erheng Zhong | Yue Shi | Nathan Liu | Suju Rajan

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DI-DAP: An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management
Tao Li | Wubai Zhou | Chunqiu Zeng | Qing Wang | Qifeng Zhou | Dingding Wang | Jia Xu | Yue Huang | Wentao Wang | Minjing Zhang | Steven Luis | Shu-Ching Chen | Naphtali Rishe

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Approximate Aggregates in Oracle 12C
Hong Su | Mohamed Zaït | Vladimir Barrière | Joseph Torres | Andre Cavalheiro Menck

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Supervised Feature Selection by Preserving Class Correlation
Jun Wang | Jinmao Wei | Zhenglu Yang

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CGMOS: Certainty Guided Minority OverSampling
Xi Zhang | Di Ma | Lin Gan | Shanshan Jiang | Gady Agam

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Learning Hidden Features for Contextual Bandits
Huazheng Wang | Qingyun Wu | Hongning Wang

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Constructing Reliable Gradient Exploration for Online Learning to Rank
Tong Zhao | Irwin King

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A Model-Free Approach to Infer the Diffusion Network from Event Cascade
Yu Rong | Qiankun Zhu | Hong Cheng

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Multiple Infection Sources Identification with Provable Guarantees
Hung T. Nguyen | Preetam Ghosh | Michael L. Mayo | Thang N. Dinh

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Information Diffusion at Workplace
Jiawei Zhang | Philip S. Yu | Yuanhua Lv | Qianyi Zhan

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Targeted Influence Maximization in Social Networks
Chonggang Song | Wynne Hsu | Mong-Li Lee

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Updating an Existing Social Graph Snapshot via a Limited API
Norases Vesdapunt | Hector Garcia-Molina

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Making Sense of Entities and Quantities in Web Tables
Yusra Ibrahim | Mirek Riedewald | Gerhard Weikum

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Influence Maximization for Complementary Goods: Why Parties Fail to Cooperate?
Han-Ching Ou | Chung-Kuang Chou | Ming-Syan Chen

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Effective Spelling Correction for Eye-based Typing using domain-specific Information about Error Distribution
Raíza Hanada | Maria da Graça Campos Pimentel | Marco Cristo | Fernando Anglada Lores

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Computing and Summarizing the Negative Skycube
Nicolas Hanusse | Patrick Kamnang Wanko | Sofian Maabout

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Efficient Orthogonal Non-negative Matrix Factorization over Stiefel Manifold
Wei Emma Zhang | Mingkui Tan | Quan Z. Sheng | Lina Yao | Qinfeng Shi

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Paired Restricted Boltzmann Machine for Linked Data
Suhang Wang | Jiliang Tang | Fred Morstatter | Huan Liu

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LDA Revisited: Entropy, Prior and Convergence
Jianwei Zhang | Jia Zeng | Mingxuan Yuan | Weixiong Rao | Jianfeng Yan

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Cost-Effective Stream Join Algorithm on Cloud System
Junhua Fang | Rong Zhang | Xiaotong Wang | Tom Z. J. Fu | Zhenjie Zhang | Aoying Zhou

doi dblp
Leveraging Multiple GPUs and CPUs for Graphlet Counting in Large Networks
Ryan A. Rossi | Rong Zhou

doi dblp
Scalable Local-Recoding Anonymization using Locality Sensitive Hashing for Big Data Privacy Preservation
Xuyun Zhang | Christopher Leckie | Wanchun Dou | Jinjun Chen | Kotagiri Ramamohanarao | Zoran Salcic

doi dblp
Approximate Discovery of Functional Dependencies for Large Datasets
Tobias Bleifuß | Susanne Bülow | Johannes Frohnhofen | Julian Risch | Georg Wiese | Sebastian Kruse | Thorsten Papenbrock | Felix Naumann

doi dblp
On Structural Health Monitoring Using Tensor Analysis and Support Vector Machine with Artificial Negative Data
Prasad Cheema | Nguyen Lu Dang Khoa | Mehrisadat Makki Alamdari | Wei Liu | Yang Wang | Fang Chen | Peter Runcie

doi dblp
A Self-Learning and Online Algorithm for Time Series Anomaly Detection, with Application in CPU Manufacturing
Xing Wang | Jessica Lin | Nital Patel | Martin Braun

doi dblp
Deep Match between Geology Reports and Well Logs Using Spatial Information
Bin Tong | Martin Klinkigt | Makoto Iwayama | Yoshiyuki Kobayashi | Anshuman Sahu | Ravigopal Vennelakanti

doi dblp
MIST: Missing Person Intelligence Synthesis Toolkit
Elham Shaabani | Hamidreza Alvari | Paulo Shakarian | J. E. Kelly Snyder

doi dblp
Skipping Word: A Character-Sequential Representation based Framework for Question Answering
Lingxun Meng | Yan Li | Mengyi Liu | Peng Shu

doi dblp
Towards Time-Discounted Influence Maximization
Arijit Khan

doi dblp
Quantifying Query Ambiguity with Topic Distributions
Yuki Yano | Yukihiro Tagami | Akira Tajima

doi dblp
ASNets: A Benchmark Dataset of Aligned Social Networks for Cross-Platform User Modeling
Xuezhi Cao | Yong Yu

doi dblp
Data Locality in Graph Engines: Implications and Preliminary Experimental Results
Yong-Yeon Jo | Jiwon Hong | Myung-Hwan Jang | Jae-Geun Bang | Sang-Wook Kim

doi dblp
Active Zero-Shot Learning
Sihong Xie | Shaoxiong Wang | Philip S. Yu

doi dblp
Learning to Account for Good Abandonment in Search Success Metrics
Madian Khabsa | Aidan C. Crook | Ahmed Hassan Awadallah | Imed Zitouni | Tasos Anastasakos | Kyle Williams

doi dblp
Modeling and Predicting Popularity Dynamics via an Influence-based Self-Excited Hawkes Process
Peng Bao

doi dblp
Incorporate Group Information to Enhance Network Embedding
Jifan Chen | Qi Zhang | Xuanjing Huang

doi dblp
Exploiting Cluster-based Meta Paths for Link Prediction in Signed Networks
Jiangfeng Zeng | Ke Zhou | Xiao Ma | Fuhao Zou | Hua Wang

doi dblp
Predicting Importance of Historical Persons using Wikipedia
Adam Jatowt | Daisuke Kawai | Katsumi Tanaka

doi dblp
Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks
Jinfeng Rao | Hua He | Jimmy Lin

doi dblp
Global and Local Influence-based Social Recommendation
Qinzhe Zhang | Jia Wu | Hong Yang | Weixue Lu | Guodong Long | Chengqi Zhang

doi dblp
Tag-Aware Personalized Recommendation Using a Deep-Semantic Similarity Model with Negative Sampling
Zhenghua Xu | Cheng Chen | Thomas Lukasiewicz | Yishu Miao | Xiangwu Meng

doi dblp
Personalized Semantic Word Vectors
Javid Ebrahimi | Dejing Dou

doi dblp
Query Expansion Using Word Embeddings
Saar Kuzi | Anna Shtok | Oren Kurland

doi dblp
Efficient Distributed Regular Path Queries on RDF Graphs Using Partial Evaluation
Xin Wang | Junhu Wang | Xiaowang Zhang

doi dblp
Webpage Depth-level Dwell Time Prediction
Chong Wang | Achir Kalra | Cristian Borcea | Yi Chen

doi dblp
Collaborative Social Group Influence for Event Recommendation
Li Gao | Jia Wu | Zhi Qiao | Chuan Zhou | Hong Yang | Yue Hu

doi dblp
Graph-Based Multi-Modality Learning for Clinical Decision Support
Ziwei Zheng | Xiaojun Wan

doi dblp
Where are You Tweeting?: A Context and User Movement Based Approach
Zhi Liu | Yan Huang

doi dblp
Ensemble Learned Vaccination Uptake Prediction using Web Search Queries
Niels Dalum Hansen | Christina Lioma | Kåre Mølbak

doi dblp
Location-aware Friend Recommendation in Event-based Social Networks: A Bayesian Latent Factor Approach
Yao Lu | Zhi Qiao | Chuan Zhou | Yue Hu | Li Guo

doi dblp
Extracting Skill Endorsements from Personal Communication Data
Darshan M. Shankaralingappa | Gianmarco De Francisci Morales | Aristides Gionis

doi dblp
A Self-Organizing Map for Identifying InfluentialCommunities in Speech-based Networks
Sameen Mansha | Faisal Kamiran | Asim Karim | Aizaz Anwar

doi dblp
Crowdsourcing-based Urban Anomaly Prediction System for Smart Cities
Chao Huang | Xian Wu | Dong Wang

doi dblp
Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression
Nghia Duong-Trung | Nicolas Schilling | Lars Schmidt-Thieme

doi dblp
Distilling Word Embeddings: An Encoding Approach
Lili Mou | Ran Jia | Yan Xu | Ge Li | Lu Zhang | Zhi Jin

doi dblp
Regularising Factorised Models for Venue Recommendation using Friends and their Comments
Jarana Manotumruksa | Craig MacDonald | Iadh Ounis

doi dblp
Improving Search Results with Prior Similar Queries
Yashar Moshfeghi | Kristiyan Velinov | Peter Triantafillou

doi dblp
The Solitude of Relevant Documents in the Pool
Aldo Lipani | Mihai Lupu | Evangelos Kanoulas | Allan Hanbury

doi dblp
Scarce Feature Topic Mining for Video Recommendation
Wei Lu | Korris Fu-Lai Chung | Kunfeng Lai

doi dblp
Learning to Re-Rank Questions in Community Question Answering Using Advanced Features
Giovanni Da San Martino | Alberto Barrón-Cedeño | Salvatore Romeo | Antonio Uva | Alessandro Moschitti

doi dblp
Learning to Rank System Configurations
Romain Deveaud | Josiane Mothe | Jian-Yun Nie

doi dblp
Adaptive Distributional Extensions to DFR Ranking
Casper Petersen | Jakob Grue Simonsen | Kalervo Järvelin | Christina Lioma

doi dblp
CyberRank: Knowledge Elicitation for Risk Assessment of Database Security
Hagit Grushka-Cohen | Oded Sofer | Ofer Biller | Bracha Shapira | Lior Rokach

doi dblp
Online Food Recipe Title Semantics: Combining Nutrient Facts and Topics
Tomasz Kusmierczyk | Kjetil Nørvåg

doi dblp
A Non-Parametric Topic Model for Short Texts Incorporating Word Coherence Knowledge
Yuhao Zhang | Wenji Mao | Daniel Dajun Zeng

doi dblp
Forecasting Seasonal Time Series Using Weighted Gradient RBF Network based Autoregressive Model
Wenjie Ruan | Quan Z. Sheng | Peipei Xu | Nguyen Khoi Tran | Nickolas J. G. Falkner | Xue Li | Wei Emma Zhang

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When Sensor Meets Tensor: Filling Missing Sensor Values Through a Tensor Approach
Wenjie Ruan | Peipei Xu | Quan Z. Sheng | Nguyen Khoi Tran | Nickolas J. G. Falkner | Xue Li | Wei Emma Zhang

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PEQ: An Explainable, Specification-based, Aspect-oriented Product Comparator for E-commerce
Abhishek Sikchi | Pawan Goyal | Samik Datta

doi dblp
Forecasting Geo-sensor Data with Participatory Sensing Based on Dropout Neural Network
Jyun-Yu Jiang | Cheng-Te Li

doi dblp
Iterative Search using Query Aspects
Manmeet Singh | W. Bruce Croft

doi dblp
A Preference Approach to Reputation in Sponsored Search
Aritra Ghosh | Dinesh Gaurav | Rahul Agrawal

doi dblp
Clustering Speed in Multi-lane Traffic Networks
Bing Zhang | Goce Trajcevski | Feiying Liu

doi dblp
Learning to Rank Non-Factoid Answers: Comment Selection in Web Forums
Kateryna Tymoshenko | Daniele Bonadiman | Alessandro Moschitti

doi dblp
A Theoretical Framework on the Ideal Number of Classifiers for Online Ensembles in Data Streams
Hamed R. Bonab | Fazli Can

doi dblp
User Modeling on Twitter with WordNet Synsets and DBpedia Concepts for Personalized Recommendations
Guangyuan Piao | John G. Breslin

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Improving Entity Ranking for Keyword Queries
John Foley | Brendan O'Connor | James Allan

doi dblp
The Healing Power of Poison: Helpful Non-relevant Documents in Feedback
Mostafa Dehghani | Samira Abnar | Jaap Kamps

doi dblp
Probabilistic Approaches to Controversy Detection
Myungha Jang | John Foley | Shiri Dori-Hacohen | James Allan

doi dblp
Evaluating Document Retrieval Methods for Resource Selection in Clustered P2P IR
Rami Suleiman Alkhawaldeh | Joemon M. Jose | Deepak P

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Detecting and Ranking Conceptual Links between Texts Using a Knowledge Base
Martin Tutek | Goran Glavas | Jan Snajder | Natasa Milic-Frayling | Bojana Dalbelo Basic

doi dblp
DePP: A System for Detecting Pages to Protect in Wikipedia
Kelsey Suyehira | Francesca Spezzano

doi dblp
Hashtag Recommendation Based on Topic Enhanced Embedding, Tweet Entity Data and Learning to Rank
Quanzhi Li | Sameena Shah | Armineh Nourbakhsh | Xiaomo Liu | Rui Fang

doi dblp
An Experimental Comparison of Iterative MapReduce Frameworks
Haejoon Lee | Minseo Kang | Sun-Bum Youn | Jae-Gil Lee | YongChul Kwon

doi dblp
A Density-Based Approach to the Retrieval of Top-K Spatial Textual Clusters
Dingming Wu | Christian S. Jensen

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Top-N Recommendation on Graphs
Zhao Kang | Chong Peng | Ming Yang | Qiang Cheng

doi dblp
KB-Enabled Query Recommendation for Long-Tail Queries
Zhipeng Huang | Bogdan Cautis | Reynold Cheng | Yudian Zheng

doi dblp
RAP: Scalable RPCA for Low-rank Matrix Recovery
Chong Peng | Zhao Kang | Ming Yang | Qiang Cheng

doi dblp
Query Answering Efficiency in Expert Networks Under Decentralized Search
Liang Ma | Mudhakar Srivatsa | Derya Cansever | Xifeng Yan | Sue Kase | Michelle Vanni

doi dblp
A Study of Realtime Summarization Metrics
Matthew Ekstrand-Abueg | Richard McCreadie | Virgil Pavlu | Fernando Diaz

doi dblp
Framing Mobile Information Needs: An Investigation of Hierarchical Query Sequence Structure
Shuguang Han | Xing Yi | Zhen Yue | Zhigeng Geng | Alyssa Glass

doi dblp
A Context-aware Collaborative Filtering Approach for Urban Black Holes Detection
Li Jin | Zhuonan Feng | Ling Feng

doi dblp
Combining Powers of Two Predictors in Optimizing Real-Time Bidding Strategy under Constrained Budget
Chi-Chun Lin | Kun-Ta Chuang | Wush Chi-Hsuan Wu | Ming-Syan Chen

doi dblp
Attractiveness versus Competition: Towards an Unified Model for User Visitation
Thanh-Nam Doan | Ee-Peng Lim

doi dblp
OptMark: A Toolkit for Benchmarking Query Optimizers
Zhan Li | Olga Papaemmanouil | Mitch Cherniack

doi dblp
Multi-Dueling Bandits and Their Application to Online Ranker Evaluation
Brian Brost | Yevgeny Seldin | Ingemar J. Cox | Christina Lioma

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Robust Contextual Outlier Detection: Where Context Meets Sparsity
Jiongqian Liang | Srinivasan Parthasarathy

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Credibility Assessment of Textual Claims on the Web
Kashyap Popat | Subhabrata Mukherjee | Jannik Strötgen | Gerhard Weikum

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Collective Traffic Prediction with Partially Observed Traffic History using Location-Based Social Media
Xinyue Liu | Xiangnan Kong | Yanhua Li

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Recommendations For Streaming Data
Karthik Subbian | Charu C. Aggarwal | Kshiteesh Hegde

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PRO: Preference-Aware Recurring Query Optimization
Zhongfang Zhuang | Chuan Lei | Elke A. Rundensteiner | Mohamed Y. Eltabakh

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Discovering Temporal Purchase Patterns with Different Responses to Promotions
Ling Luo | Bin Li | Irena Koprinska | Shlomo Berkovsky | Fang Chen

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ZEST: A Hybrid Model on Predicting Passenger Demand for Chauffeured Car Service
Hua Wei | Yuandong Wang | Tianyu Wo | Yaxiao Liu | Jie Xu

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A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy
Qiao Kang | Wei-keng Liao | Ankit Agrawal | Alok N. Choudhary

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Reuse-based Optimization for Pig Latin
Jesús Camacho-Rodríguez | Dario Colazzo | Melanie Herschel | Ioana Manolescu | Soudip Roy Chowdhury

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Discriminative View Learning for Single View Co-Training
Joseph St. Amand | Jun Huan

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Learning Points and Routes to Recommend Trajectories
Dawei Chen | Cheng Soon Ong | Lexing Xie

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Towards Representation Independent Similarity Search Over Graph Databases
Yodsawalai Chodpathumwan | Amirhossein Aleyasen | Arash Termehchy | Yizhou Sun

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Why Did You Cover That Song?: Modeling N-th Order Derivative Creation with Content Popularity
Kosetsu Tsukuda | Masahiro Hamasaki | Masataka Goto

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Anomalies in the Peer-review System: A Case Study of the Journal of High Energy Physics
Sandipan Sikdar | Matteo Marsili | Niloy Ganguly | Animesh Mukherjee

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Multi-source Hierarchical Prediction Consolidation
Chenwei Zhang | Sihong Xie | Yaliang Li | Jing Gao | Wei Fan | Philip S. Yu

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Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches
Dongwoo Kim | Lexing Xie | Cheng Soon Ong

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Explaining Sentiment Spikes in Twitter
Anastasia Giachanou | Ida Mele | Fabio Crestani

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Qualitative Cleaning of Uncertain Data
Henning Köhler | Sebastian Link

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APAM: Adaptive Eager-Lazy Hybrid Evaluation of Event Patterns for Low Latency
Ilyeop Yi | Jae-Gil Lee | Kyu-Young Whang

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OrientStream: A Framework for Dynamic Resource Allocation in Distributed Data Stream Management Systems
Chunkai Wang | Xiaofeng Meng | Qi Guo | Zujian Weng | Chen Yang

doi dblp
Tag2Word: Using Tags to Generate Words for Content Based Tag Recommendation
Yong Wu | Yuan Yao | Feng Xu | Hanghang Tong | Jian Lu

doi dblp
Digesting Multilingual Reader Comments via Latent Discussion Topics with Commonality and Specificity
Bei Shi | Wai Lam | Lidong Bing | Yinqing Xu

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Digesting News Reader Comments via Fine-Grained Associations with Event Facets and News Contents
Bei Shi | Wai Lam

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Efficient Algorithms for the Two Locus Problem in Genome-Wide Association Study: Algorithms for the Two Locus Problem
Sanguthevar Rajasekaran | Subrata Saha

doi dblp
FolkTrails: Interpreting Navigation Behavior in a Social Tagging System
Thomas Niebler | Martin Becker | Daniel Zoller | Stephan Doerfel | Andreas Hotho

doi dblp
Memory-Optimized Distributed Graph Processing through Novel Compression Techniques
Panagiotis Liakos | Katia Papakonstantinopoulou | Alex Delis

doi dblp
Tracking the Evolution of Congestion in Dynamic Urban Road Networks
Tarique Anwar | Chengfei Liu | Hai Le Vu | Md. Saiful Islam

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The Rich and the Poor: A Markov Decision Process Approach to Optimizing Taxi Driver Revenue Efficiency
Huigui Rong | Xun Zhou | Chang Yang | M. Zubair Shafiq | Alex X. Liu

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Ensemble of Anchor Adapters for Transfer Learning
Fuzhen Zhuang | Ping Luo | Sinno Jialin Pan | Hui Xiong | Qing He

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Incremental Mining of High Utility Sequential Patterns in Incremental Databases
Jun-Zhe Wang | Jiun-Long Huang

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Understanding Stability of Noisy Networks through Centrality Measures and Local Connections
Vladimir Ufimtsev | Soumya Sarkar | Animesh Mukherjee | Sanjukta Bhowmick

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Online Adaptive Topic Focused Tweet Acquisition
Mehdi Sadri | Sharad Mehrotra | Yaming Yu

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Optimizing Nugget Annotations with Active Learning
Gaurav Baruah | Haotian Zhang | Rakesh Guttikonda | Jimmy Lin | Mark D. Smucker | Olga Vechtomova

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Uncovering Fake Likers in Online Social Networks
Prudhvi Ratna Badri Satya | Kyumin Lee | Dongwon Lee | Thanh Tran | Jason (Jiasheng) Zhang

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Where to Place Your Next Restaurant?: Optimal Restaurant Placement via Leveraging User-Generated Reviews
Feng Wang | Li Chen | Weike Pan

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Leveraging the Implicit Structure within Social Media for Emergent Rumor Detection
Justin Sampson | Fred Morstatter | Liang Wu | Huan Liu

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Automatical Storyline Generation with Help from Twitter
Ting Hua | Xuchao Zhang | Wei Wang | Chang-Tien Lu | Naren Ramakrishnan

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A Comparative Study of Query-biased and Non-redundant Snippets for Structured Search on Mobile Devices
Nikita V. Spirin | Alexander S. Kotov | Karrie G. Karahalios | Vassil Mladenov | Pavel A. Izhutov

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Content-Agnostic Malware Detection in Heterogeneous Malicious Distribution Graph
Ibrahim M. Alabdulmohsin | Yufei Han | Yun Shen | Xiangliang Zhang

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Improving Advertisement Recommendation by Enriching User Browser Cookie Attributes
Liang Wang | Kuang-chih Lee | Quan Lu

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Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients
Ali Braytee | Daniel R. Catchpoole | Paul J. Kennedy | Wei Liu

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SoLSCSum: A Linked Sentence-Comment Dataset for Social Context Summarization
Minh-Tien Nguyen | Chien-Xuan Tran | Duc-Vu Tran | Minh-Le Nguyen

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Distributed Deep Learning for Question Answering
Minwei Feng | Bing Xiang | Bowen Zhou

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Bus Routes Design and Optimization via Taxi Data Analytics
Seong-Ping Chuah | Huayu Wu | Yu Lu | Liang Yu | Stéphane Bressan

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Routing an Autonomous Taxi with Reinforcement Learning
Miyoung Han | Pierre Senellart | Stéphane Bressan | Huayu Wu

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XKnowSearch!: Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval
Lei Zhang | Michael Färber | Achim Rettinger

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TweetSift: Tweet Topic Classification Based on Entity Knowledge Base and Topic Enhanced Word Embedding
Quanzhi Li | Sameena Shah | Xiaomo Liu | Armineh Nourbakhsh | Rui Fang

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PARC: Privacy-Aware Data Cleaning
Dejun Huang | Dhruv Gairola | Yu Huang | Zheng Zheng | Fei Chiang

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Ease the Process of Machine Learning with Dataflow
Tianyou Guo | Jun Xu | Xiaohui Yan | Jianpeng Hou | Ping Li | Zhaohui Li | Jiafeng Guo | Xueqi Cheng

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FIN10K: A Web-based Information System for Financial Report Analysis and Visualization
Yu-Wen Liu | Liang-Chih Liu | Chuan-Ju Wang | Ming-Feng Tsai

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FeatureMiner: A Tool for Interactive Feature Selection
Kewei Cheng | Jundong Li | Huan Liu

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Deola: A System for Linking Author Entities in Web Document with DBLP
Yinan Liu | Wei Shen | Xiaojie Yuan

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ConHub: A Metadata Management System for Docker Containers
Chris Xing Tian | Aditya Pan | Yong Chiang Tay

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BIGtensor: Mining Billion-Scale Tensor Made Easy
Namyong Park | Byungsoo Jeon | Jungwoo Lee | U Kang

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eGraphSearch: Effective Keyword Search in Graphs
Mehdi Kargar | Lukasz Golab | Jaroslaw Szlichta

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EnerQuery: Energy-Aware Query Processing
Amine Roukh | Ladjel Bellatreche | Carlos Ordonez

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TGraph: A Temporal Graph Data Management System
Haixing Huang | Jinghe Song | Xuelian Lin | Shuai Ma | Jinpeng Huai

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Analyzing Data Relevance and Access Patterns of Live Production Database Systems
Martin Boissier | Carsten Alexander Meyer | Timo Djürken | Jan Lindemann | Kathrin Mao | Pascal Reinhardt | Tim Specht | Tim Zimmermann | Matthias Uflacker

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Thymeflow, A Personal Knowledge Base with Spatio-temporal Data
David Montoya | Thomas Pellissier Tanon | Serge Abiteboul | Fabian M. Suchanek

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Inferring Traffic Incident Start Time with Loop Sensor Data
Mingxuan Yue | Liyue Fan | Cyrus Shahabi

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TEAMOPT: Interactive Team Optimization in Big Networks
Liangyue Li | Hanghang Tong | Nan Cao | Kate Ehrlich | Yu-Ru Lin | Norbou Buchler

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GStreamMiner: A GPU-accelerated Data Stream Mining Framework
Chandima Hewa Nadungodage | Yuni Xia | John Jaehwan Lee

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QART: A Tool for Quality Assurance in Real-Time in Contact Centers
Ragunathan Mariappan | Balaji Peddamuthu | Preethi R. Raajaratnam | Sandipan Dandapat | Neeta Pande | Shourya Roy

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A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor
Ankit Agrawal | Alok N. Choudhary

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CyberSafety 2016: The First International Workshop on Computational Methods in CyberSafety
Shivakant Mishra | Qin Lv | Richard Han | Jeremy Blackburn

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The Fourth International Workshop on Social Web for Disaster Management (SWDM 2016)
Carlos Castillo | Fernando Diaz | Yu-Ru Lin | Jie Yin

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BigNet 2016: First Workshop on Big Network Analytics
Jie Tang | Keke Cai | Zhong Su | Hanghang Tong | Michalis Vazirgiannis | Yang Yang

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DDTA 2016: The Workshop on Data-Driven Talent Acquisition
Yi Fang | Maarten de Rijke | Huangming Xie

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ACM DAVA'16: 2nd International Workshop on DAta mining meets Visual Analytics at Big Data Era
Lei Shi | Hanghang Tong | Chaoli Wang | Leman Akoglu

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DTMBIO 2016: The Tenth International Workshop on Data and Text Mining in Biomedical Informatics
Sangwoo Kim | Jake Y. Chen | Vincenzo Cutello | Doheon Lee


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Proceedings of the First International Workshop on Computational Methods for CyberSafety, CyberSafety@CIKM 2016, Indianapolis, IN, USA, October 28, 2016

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Proceedings of the First International Workshop on Computational Methods for CyberSafety, CyberSafety@CIKM 2016, Indianapolis, IN, USA, October 28, 2016

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Bad Actors in Social Media
Francesca Spezzano

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Vandals and Hoaxes on the Web
Srijan Kumar

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Informing Cyberbullying Research with Social/Psychological Insights
Jeremy Blackburn

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Survey of Computational Methods in Cyberbullying Research
Homa Hosseinmardi

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Catching Social Media Advertisers with Strategy Analysis
Meng Jiang

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Detecting Cyberbullying using Latent Semantic Indexing
Jacob L. Bigelow | April Edwards | Lynne Edwards

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A Weakly Supervised Approach for Adaptive Detection of Cyberbullying Roles
Bert Huang

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CyberSafety 2016 Panel Discussion
Jeremy Blackburn


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Proceedings of the Second International Workshop on Data Science for Macro-Modeling, DSMM@SIGMOD 2016, San Francisco, CA, USA, June 26 - July 1, 2016

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Proceedings of the Second International Workshop on Data Science for Macro-Modeling, DSMM@SIGMOD 2016, San Francisco, CA, USA, June 26 - July 1, 2016

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Financial Entity Identification and Information Integration (FEIII) Challenge: The Report of the Organizing Committee
Mark D. Flood | John Grant | Haiping Luo | Louiqa Raschid | Ian Soboroff | Kyungjin Yoo

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How Twitter is Changing the Nature of Financial News Discovery
Mark Dredze | Prabhanjan Kambadur | Gary Kazantsev | Gideon Mann | Miles Osborne

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Supporting stock trading in multiple foreign markets: a multilingual news summarization approach
Elena Baralis | Luca Cagliero | Tania Cerquitelli

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Combination of Rule-based and Textual Similarity Approaches to Match Financial Entities
Ahmad Samiei | Ioannis K. Koumarelas | Michael Loster | Felix Naumann

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Karsha Drawdown Explorer Demonstration
Tharindu Peiris | Joe Langsam | Louiqa Raschid

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Agent-Based Models of the Corporate Bond Market
Donald J. Berndt | David Boogers | James A. McCart

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resMBS: Constructing a Financial Supply Chain from Prospectus
Douglas Burdick | Soham De | Louiqa Raschid | Mingchao Shao | Zheng Xu | Elena Zotkina

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Probabilistic Financial Community Models with Latent Dirichlet Allocation for Financial Supply Chains
Zheng Xu | Louiqa Raschid

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An Ontology of Form PF
Liju Fan | Mark D. Flood

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Linking Deutsche Bundesbank Company Data using Machine-Learning-Based Classification: Extended Abstract
Christopher-J. Schild | Simone Schultz

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Measuring Systemic Risk with Network Connectivity: Extended Abstract
Sumanta Basu | Sreyoshi Das | George Michailidis | Amiyatosh Purnanandam

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Online Learning of Volatility from Multiple Option Term Lengths
Scott McQuade | Claire Monteleoni

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Financial Entity Record Linkage with Random Forests
Kunho Kim | C. Lee Giles

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An Ensemble Approach to Financial Entity Matching for the FEIII 2016 Challenge
Enrico Palumbo | Giuseppe Rizzo | Raphaël Troncy

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Thomson Reuters and the FEIII Challenge
Brian Ulicny | Alex Constandache | Joseph Cunningham | Michael Traub | Kimberly Yu | Carlos Azeglio | Maki Saito-Varadi

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FactSet Concordance: Entity Data Management
Raymond Bentley Hicks

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Local, Domain-independent Heuristics for the FEIII Challenge: Lessons and Observations
Mayank Kejriwal | Daniel P. Miranker

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Towards High-Precision and Reusable Entity Resolution Algorithms over Sparse Financial Datasets
Douglas Burdick | Lucian Popa | Rajasekar Krishnamurthy


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Joint Proceedings of the FM4M, MathUI, and ThEdu Workshops, Doctoral Program, and Work in Progress at the Conference on Intelligent Computer Mathematics 2016 co-located with the 9th Conference on Intelligent Computer Mathematics (CICM 2016), Bialystok, Poland, July 25-29, 2016

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Joint Proceedings of the FM4M, MathUI, and ThEdu Workshops, Doctoral Program, and Work in Progress at the Conference on Intelligent Computer Mathematics 2016 co-located with the 9th Conference on Intelligent Computer Mathematics (CICM 2016), Bialystok, Poland, July 25-29, 2016

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Invited talk: Developments, Libraries and Automated Theorem Provers
Chad Brown

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Invited talk: On Differences in Proofs Between Intuitionistic and Classical Logic
Aleksy Schubert

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Tarski's Geometry and the Euclidean Plane in Mizar
Adam Grabowski | Roland Coghetto

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Formalization of the prime number theorem and Dirichlet's theorem
Mario M. Carneiro

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Topological Foundations for a Formal Theory of Manifolds
Karol Pak

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Registrations vs Redefinitions in Mizar
Artur Kornilowicz

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Linking to Compound Conditions in Mizar
Adam Naumowicz

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Towards Visual Type Theory as a Mathematical Tool and Mathematical User Interface
Lucius Schoenbaum

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Understanding Mathematical Expressions: An Eye-Tracking Study
Andrea Kohlhase | Michael Fürsich

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The plain text trap when copying mathematical formulae
Paul Libbrecht | Matija Lokar

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Proposal for Coexistence of Mathematical Handwritten and Keyboard Input in a WYSIWYG Expression Editor
Juan Lao-Tebar | Francisco Alvaro | Daniel Marques

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KAT: an Annotation Tool for STEM Documents
Tom Wiesing | Felix Schmoll

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Notation-based Semantification
Ion Toloaca | Michael Kohlhase

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Lucas-Interpretation from Users' Perspective
Walther Neuper

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Rigor of TP in Educational Engineering Software
Walther Neuper

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Automated theorem proving for elementary geometry
Marek Janasz

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Knowledge Management across Formal Libraries
Dennis Müller

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Augmenting Mathematical Formulae for More Effective Querying & Presentation
Moritz Schubotz

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Design and development of a tool based on Coq to write and format mathematical proofs
Théo Zimmermann

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swMATH - Challenges, Next Steps, and Outlook
Hagen Chrapary | Wolfgang Dalitz | Wolfram Sperber

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Formalization of Polynomially Bounded and Negligible Functions Using the Computer-Aided Proof-Checking System Mizar
Hiroyuki Okazaki | Yuichi Futa

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A Smooth Transition to Modern mathoid-based Math Rendering in Wikipedia with Automatic Visual Regression Testing
Moritz Schubotz | Alan P. Sexton

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Getting the units right
Moritz Schubotz | David Veenhuis | Howard S. Cohl

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Lemma Extraction Criteria Based on Properties of Theorem Statements
Karol Pak

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The impact of proof steps sequence on proof readability - experimental setting
Karol Pak | Aleksy Schubert

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Models for Metamath
Mario M. Carneiro

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A first step towards automated conjecture-making in higher arithmetic geometry
Andreas Holmstrom

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Initial Experiments with Statistical Conjecturing over Large Formal Corpora
Thibault Gauthier | Cezary Kaliszyk | Josef Urban

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A Standard for Aligning Mathematical Concepts
Cezary Kaliszyk | Michael Kohlhase | Dennis Müller | Florian Rabe

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FrameIT Reloaded: Serious Math Games from Modular Math Ontologies
Denis Rochau | Michael Kohlhase | Dennis Müller