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

Main » CIKM » 2016 »

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

Snehasis Mukhopadhyay, ChengXiang Zhai, Elisa Bertino, Fabio Crestani, Javed Mostafa, Jie Tang, Luo Si, Xiaofang Zhou, Yi Chang, Yunyao Li, Parikshit Sondhi (Editors)

Anthology ID:: 2016.cikm_conference-2016
Year:: 2016
Venue:: cikm_conference
Publisher:: ACM
URL:: https://doi.org/10.1145/2983323
DOI:: 10.1145/2983323
DBLP:: conf/cikm/2016
BibTeX:: Download

Google Scholar

Internet Archive Scholar

Semantic Scholar

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

doi dblp
Sequential Query Expansion using Concept Graph
Saeid Balaneshinkordan | Alexander Kotov

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

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

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

doi dblp
Building Industry-specific Knowledge Bases
Shivakumar Vaithyanathan

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

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

doi dblp
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

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

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

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

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

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

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

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

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

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

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

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

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

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

doi dblp
Duer: Intelligent Personal Assistant
Haifeng Wang

doi dblp
Measuring Metrics
Pavel A. Dmitriev | Xian Wu

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

doi dblp
Link Prediction in Heterogeneous Social Networks
Sumit Negi | Santanu Chaudhury

doi dblp
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

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

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

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

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

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

doi dblp
Personalized Search: Potential and Pitfalls
Susan T. Dumais

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

doi dblp
Using Machine Learning to Improve the Email Experience
Marc Najork

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

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

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

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

doi dblp
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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

doi dblp
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

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

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

doi dblp
Optimizing Update Frequencies for Decaying Information
Simon Razniewski

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

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

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

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

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

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

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

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

doi dblp
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

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

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

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

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

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

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

doi dblp
Optimizing Ad Allocation in Social Advertising
Shaojie Tang | Jing Yuan

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

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

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

doi dblp
Precision-Oriented Query Facet Extraction
Weize Kong | James Allan

doi dblp
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

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

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

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

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

doi dblp
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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

doi dblp
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

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

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

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

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

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

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 W. Braun

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
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
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
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
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
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

doi dblp
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

doi dblp
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

doi dblp
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
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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

doi dblp
Qualitative Cleaning of Uncertain Data
Henning Köhler | Sebastian Link

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

doi dblp
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

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

doi dblp
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

doi dblp
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

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

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

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

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

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

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

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

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

doi dblp
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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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