ACM International Conference on Information and Knowledge Management (2017)

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Machine Learning @ Amazon
Rajeev Rastogi

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Deception Detection: When Computers Become Better than Humans
Rada Mihalcea

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When Deep Learning Meets Transfer Learning
Qiang Yang

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A Hyper-connected World
K. Ananth Krishnan

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Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing
Chao Li | Yang Yang | Jiewei Cao | Zi Huang

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Construction of a National Scale ENF Map using Online Multimedia Data
Hyunsoo Kim | Youngbae Jeon | Ji Won Yoon

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A New Approach to Compute CNNs for Extremely Large Images
Sai Wu | Mengdan Zhang | Gang Chen | Ke Chen

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Active Sampling for Large-scale Information Retrieval Evaluation
Dan Li | Evangelos Kanoulas

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Intent Based Relevance Estimation from Click Logs
Prakash Mandayam Comar | Srinivasan H. Sengamedu

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A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries
Gaurav Baruah | Richard McCreadie | Jimmy Lin

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Sensitive and Scalable Online Evaluation with Theoretical Guarantees
Harrie Oosterhuis | Maarten de Rijke

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Users Are Known by the Company They Keep: Topic Models for Viewpoint Discovery in Social Networks
Thibaut Thonet | Guillaume Cabanac | Mohand Boughanem | Karen Pinel-Sauvagnat

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Dyadic Memory Networks for Aspect-based Sentiment Analysis
Yi Tay | Luu Anh Tuan | Siu Cheung Hui

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Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis
Qiang Chen | Chenliang Li | Wenjie Li

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Attributed Signed Network Embedding
Suhang Wang | Charu C. Aggarwal | Jiliang Tang | Huan Liu

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Enhancing the Network Embedding Quality with Structural Similarity
Tianshu Lyu | Yuan Zhang | Yan Zhang

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On Embedding Uncertain Graphs
Jiafeng Hu | Reynold Cheng | Zhipeng Huang | Yixiang Fang | Siqiang Luo

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A Large Scale Prediction Engine for App Install Clicks and Conversions
Narayan Bhamidipati | Ravi Kant | Shaunak Mishra

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UFeed: Refining Web Data Integration Based on User Feedback
Ahmed El-Roby | Ashraf Aboulnaga

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Extracting Records from the Web Using a Signal Processing Approach
Roberto Panerai Velloso | Carina F. Dorneles

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A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases
Akshay Kansal | Francesca Spezzano

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Natural Language Question/Answering: Let Users Talk With The Knowledge Graph
Weiguo Zheng | Hong Cheng | Lei Zou | Jeffrey Xu Yu | Kangfei Zhao

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Keyword Search on RDF Graphs - A Query Graph Assembly Approach
Shuo Han | Lei Zou | Jeffrey Xu Yu | Dongyan Zhao

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Region Representation Learning via Mobility Flow
Hongjian Wang | Zhenhui Li

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Learning to Un-Rank: Quantifying Search Exposure for Users in Online Communities
Asia J. Biega | Azin Ghazimatin | Hakan Ferhatosmanoglu | Krishna P. Gummadi | Gerhard Weikum

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Balancing Speed and Quality in Online Learning to Rank for Information Retrieval
Harrie Oosterhuis | Maarten de Rijke

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Destination-aware Task Assignment in Spatial Crowdsourcing
Yan Zhao | Yang Li | Yu Wang | Han Su | Kai Zheng

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Crowdsourced Selection on Multi-Attribute Data
Xueping Weng | Guoliang Li | Huiqi Hu | Jianhua Feng

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Select Your Questions Wisely: For Entity Resolution With Crowd Errors
Vijaya Krishna Yalavarthi | Xiangyu Ke | Arijit Khan

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Learning and Transferring Social and Item Visibilities for Personalized Recommendation
Xiao Lin | Min Zhang | Yongfeng Zhang | Yiqun Liu | Shaoping Ma

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Joint Topic-Semantic-aware Social Recommendation for Online Voting
Hongwei Wang | Jia Wang | Miao Zhao | Jiannong Cao | Minyi Guo

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Interactive Social Recommendation
Xin Wang | Steven C. H. Hoi | Chenghao Liu | Martin Ester

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From Properties to Links: Deep Network Embedding on Incomplete Graphs
Dejian Yang | Senzhang Wang | Chaozhuo Li | Xiaoming Zhang | Zhoujun Li

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Learning Community Embedding with Community Detection and Node Embedding on Graphs
Sandro Cavallari | Vincent W. Zheng | Hongyun Cai | Kevin Chen-Chuan Chang | Erik Cambria

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Learning Node Embeddings in Interaction Graphs
Yao Zhang | Yun Xiong | Xiangnan Kong | Yangyong Zhu

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Efficient Computation of Subspace Skyline over Categorical Domains
Md Farhadur Rahman | Abolfazl Asudeh | Nick Koudas | Gautam Das

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Probabilistic Skyline on Incomplete Data
Kaiqi Zhang | Hong Gao | Xixian Han | Zhipeng Cai | Jianzhong Li

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Communication-Efficient Distributed Skyline Computation
Haoyu Zhang | Qin Zhang

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Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary
Krishnaram Kenthapadi | Stuart Ambler | Liang Zhang | Deepak Agarwal

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Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining: The Case of Event Detection in Microposts
Julia Proskurnia | Ruslan Mavlyutov | Carlos Castillo | Karl Aberer | Philippe Cudré-Mauroux

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LARM: A Lifetime Aware Regression Model for Predicting YouTube Video Popularity
Changsha Ma | Zhisheng Yan | Chang Wen Chen

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Modeling Affinity based Popularity Dynamics
Minkyoung Kim | Daniel A. McFarland | Jure Leskovec

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Modeling Temporal-Spatial Correlations for Crime Prediction
Xiangyu Zhao | Jiliang Tang

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Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data
Xuchao Zhang | Liang Zhao | Arnold P. Boedihardjo | Chang-Tien Lu | Naren Ramakrishnan

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Similarity-based Distant Supervision for Definition Retrieval
Jiepu Jiang | James Allan

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Hybrid BiLSTM-Siamese network for FAQ Assistance
Prerna Khurana | Puneet Agarwal | Gautam Shroff | Lovekesh Vig | Ashwin Srinivasan

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Regularized and Retrofitted models for Learning Sentence Representation with Context
Tanay Kumar Saha | Shafiq R. Joty | Naeemul Hassan | Mohammad Al Hasan

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Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks
Jinfeng Rao | Ferhan Türe | Hua He | Oliver Jojic | Jimmy Lin

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GPU-Accelerated Graph Clustering via Parallel Label Propagation
Yusuke Kozawa | Toshiyuki Amagasa | Hiroyuki Kitagawa

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Temporally Like-minded User Community Identification through Neural Embeddings
Hossein Fani | Ebrahim Bagheri | Weichang Du

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A Non-negative Symmetric Encoder-Decoder Approach for Community Detection
Bing-Jie Sun | Huawei Shen | Jinhua Gao | Wentao Ouyang | Xueqi Cheng

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Fast Word Recognition for Noise channel-based Models in Scenarios with Noise Specific Domain Knowledge
Marco Cristo | Raíza Hanada | André Luiz da Costa Carvalho | Fernando Anglada Lores | Maria da Graça Campos Pimentel

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Finding Periodic Discrete Events in Noisy Streams
Abhirup Ghosh | Christopher Lucas | Rik Sarkar

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Fast and Accurate Time Series Classification with WEASEL
Patrick Schäfer | Ulf Leser

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QLever: A Query Engine for Efficient SPARQL+Text Search
Hannah Bast | Björn Buchhold

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A Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing Architecture
Xuntao Cheng | Bingsheng He | Xiaoli Du | Chiew Tong Lau

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PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization
Yingfan Liu | Hong Cheng | Jiangtao Cui

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ANS-Based Index Compression
Alistair Moffat | Matthias Petri

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Covering the Optimal Time Window Over Temporal Data
Bin Cao | Chenyu Hou | Jing Fan

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Scaling Probabilistic Temporal Query Evaluation
Melisachew Wudage Chekol

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Temporal Analog Retrieval using Transformation over Dual Hierarchical Structures
Yating Zhang | Adam Jatowt | Katsumi Tanaka

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Does That Mean You're Happy?: RNN-based Modeling of User Interaction Sequences to Detect Good Abandonment
Kyle Williams | Imed Zitouni

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Adaptive Persistence for Search Effectiveness Measures
Jiepu Jiang | James Allan

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Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
Widad Machmouchi | Ahmed Hassan Awadallah | Imed Zitouni | Georg Buscher

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Linking News across Multiple Streams for Timeliness Analysis
Ida Mele | Seyed Ali Bahrainian | Fabio Crestani

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Growing Story Forest Online from Massive Breaking News
Bang Liu | Di Niu | Kunfeng Lai | Linglong Kong | Yu Xu

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iFACT: An Interactive Framework to Assess Claims from Tweets
Wee-Yong Lim | Mong-Li Lee | Wynne Hsu

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CSI: A Hybrid Deep Model for Fake News Detection
Natali Ruchansky | Sungyong Seo | Yan Liu

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Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data
Guansong Pang | Hongzuo Xu | Longbing Cao | Wentao Zhao

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Outlier Detection in Sparse Data with Factorization Machines
Mengxiao Zhu | Charu C. Aggarwal | Shuai Ma | Hui Zhang | Jinpeng Huai

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Anomaly Detection in Dynamic Networks using Multi-view Time-Series Hypersphere Learning
Xian Teng | Yu-Ru Lin | Xidao Wen

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A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling
Hao Wu | Weiwei Sun | Baihua Zheng

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BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion
Jiawei Zhang | Limeng Cui | Philip S. Yu | Yuanhua Lv

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Highly Efficient Mining of Overlapping Clusters in Signed Weighted Networks
Tuan-Anh Hoang | Ee-Peng Lim

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To Be Connected, or Not to Be Connected: That is the Minimum Inefficiency Subgraph Problem
Natali Ruchansky | Francesco Bonchi | David García-Soriano | Francesco Gullo | Nicolas Kourtellis

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MGAE: Marginalized Graph Autoencoder for Graph Clustering
Chun Wang | Shirui Pan | Guodong Long | Xingquan Zhu | Jing Jiang

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BoostVHT: Boosting Distributed Streaming Decision Trees
Theodore Vasiloudis | Foteini Beligianni | Gianmarco De Francisci Morales

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Stream Aggregation Through Order Sampling
Nick G. Duffield | Yunhong Xu | Liangzhen Xia | Nesreen K. Ahmed | Minlan Yu

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Maintaining Densest Subsets Efficiently in Evolving Hypergraphs
Shuguang Hu | Xiaowei Wu | T.-H. Hubert Chan

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Tensor Rank Estimation and Completion via CP-based Nuclear Norm
Qiquan Shi | Haiping Lu | Yiu-ming Cheung

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Smart Infrastructure Maintenance Using Incremental Tensor Analysis: Extended Abstract
Nguyen Lu Dang Khoa | Ali Anaissi | Yang Wang

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Collaborative Filtering as a Case-Study for Model Parallelism on Bulk Synchronous Systems
Ariyam Das | Ishan Upadhyaya | Xiangrui Meng | Ameet Talwalkar

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Modeling Student Learning Styles in MOOCs
Yuling Shi | Zhiyong Peng | Hongning Wang

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Learning Knowledge Embeddings by Combining Limit-based Scoring Loss
Xiaofei Zhou | Qiannan Zhu | Ping Liu | Li Guo

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Length Adaptive Recurrent Model for Text Classification
Zhengjie Huang | Zi Ye | Shuangyin Li | Rong Pan

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Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs
Yi Tay | Luu Anh Tuan | Minh C. Phan | Siu Cheung Hui

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Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition
Tao Han | Hailong Sun | Yangqiu Song | Zizhe Wang | Xudong Liu

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Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing
Jiyi Li | Yukino Baba | Hisashi Kashima

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Modeling Menu Bundle Designs of Crowdfunding Projects
Yusan Lin | Peifeng Yin | Wang-Chien Lee

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Forecasting Ad-Impressions on Online Retail Websites using Non-homogeneous Hawkes Processes
Krunal Parmar | Samuel Bushi | Sourangshu Bhattacharya | Surender Kumar

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Volume Ranking and Sequential Selection in Programmatic Display Advertising
Yuxuan Song | Kan Ren | Han Cai | Weinan Zhang | Yong Yu

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FM-Hawkes: A Hawkes Process Based Approach for Modeling Online Activity Correlations
Sha Li | Xiaofeng Gao | Weiming Bao | Guihai Chen

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Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information
Wonsung Lee | Kyungwoo Song | Il-Chul Moon

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DeepHawkes: Bridging the Gap between Prediction and Understanding of Information Cascades
Qi Cao | Huawei Shen | Keting Cen | Wentao Ouyang | Xueqi Cheng

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A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection
Zitao Liu | Milos Hauskrecht

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DiagTree: Diagnostic Tree for Differential Diagnosis
Yejin Kim | Jingyun Choi | Yosep Chong | Xiaoqian Jiang | Hwanjo Yu

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Fine-grained Patient Similarity Measuring using Deep Metric Learning
Jiazhi Ni | Jie Liu | Chenxin Zhang | Dan Ye | Zhirou Ma

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Differentially Private Regression for Discrete-Time Survival Analysis
Thông T. Nguyên | Siu Cheung Hui

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From Fingerprint to Footprint: Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs
Huandong Wang | Chen Gao | Yong Li | Zhi-Li Zhang | Depeng Jin

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Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition
Lingjuan Lyu | Xuanli He | Yee Wei Law | Marimuthu Palaniswami

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Privacy Aware Temporal Profiling of Emails in Distributed Setup
Sutapa Mondal | Manish Shukla | Sachin Lodha

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Name Disambiguation in Anonymized Graphs using Network Embedding
Baichuan Zhang | Mohammad Al Hasan

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Weakly-Guided User Stance Prediction via Joint Modeling of Content and Social Interaction
Rui Dong | Yizhou Sun | Lu Wang | Yupeng Gu | Yuan Zhong

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Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies
Yujie Fan | Yiming Zhang | Yanfang Ye | Xin Li | Wanhong Zheng

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Understanding and Predicting Weight Loss with Mobile Social Networking Data
Zhiwei Wang | Tyler Derr | Dawei Yin | Jiliang Tang

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Tweet Geolocation: Leveraging Location, User and Peer Signals
Wen-Haw Chong | Ee-Peng Lim

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Understanding Database Performance Inefficiencies in Real-world Web Applications
Cong Yan | Alvin Cheung | Junwen Yang | Shan Lu

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Partitioning Orders in Online Shopping Services
Sreenivas Gollapudi | Ravi Kumar | Debmalya Panigrahi | Rina Panigrahy

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Taxonomy Induction Using Hypernym Subsequences
Amit Gupta | Rémi Lebret | Hamza Harkous | Karl Aberer

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Unsupervised Concept Categorization and Extraction from Scientific Document Titles
Adit Krishnan | Aravind Sankar | Shi Zhi | Jiawei Han

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Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory
Yanan Zheng | Lijie Wen | Jianmin Wang | Jun Yan | Lei Ji

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Active Learning for Large-Scale Entity Resolution
Kun Qian | Lucian Popa | Prithviraj Sen

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Indexable Bayesian Personalized Ranking for Efficient Top-k Recommendation
Dung D. Le | Hady W. Lauw

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Latency Reduction via Decision Tree Based Query Construction
Aman Grover | Dhruv Arya | Ganesh Venkataraman

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A Deep Recurrent Collaborative Filtering Framework for Venue Recommendation
Jarana Manotumruksa | Craig Macdonald | Iadh Ounis

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Recommendation with Capacity Constraints
Konstantina Christakopoulou | Jaya Kawale | Arindam Banerjee

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Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources
Yongfeng Zhang | Qingyao Ai | Xu Chen | W. Bruce Croft

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A Personalised Ranking Framework with Multiple Sampling Criteria for Venue Recommendation
Jarana Manotumruksa | Craig Macdonald | Iadh Ounis

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A Topic Model Based on Poisson Decomposition
Haixin Jiang | Rui Zhou | Limeng Zhang | Hua Wang | Yanchun Zhang

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A Matrix-Vector Recurrent Unit Model for Capturing Compositional Semantics in Phrase Embeddings
Rui Wang | Wei Liu | Chris McDonald

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A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation
Gaurav Singh | Iain James Marshall | James Thomas | John Shawe-Taylor | Byron C. Wallace

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Sybil Defense in Crowdsourcing Platforms
Dong Yuan | Guoliang Li | Qi Li | Yudian Zheng

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HoloScope: Topology-and-Spike Aware Fraud Detection
Shenghua Liu | Bryan Hooi | Christos Faloutsos

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Building a Dossier on the Cheap: Integrating Distributed Personal Data Resources Under Cost Constraints
Imrul Chowdhury Anindya | Harichandan Roy | Murat Kantarcioglu | Bradley A. Malin

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DeMalC: A Feature-rich Machine Learning Framework for Malicious Call Detection
Yuhong Li | Dongmei Hou | Aimin Pan | Zhiguo Gong

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Health Forum Thread Recommendation Using an Interest Aware Topic Model
Kishaloy Halder | Min-Yen Kan | Kazunari Sugiyama

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Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation
Xin Zheng | Aixin Sun | Sibo Wang | Jialong Han

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Unsupervised Feature Selection with Joint Clustering Analysis
Shuai An | Jun Wang | Jinmao Wei | Zhenglu Yang

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Multi-Label Feature Selection using Correlation Information
Ali Braytee | Wei Liu | Daniel R. Catchpoole | Paul J. Kennedy

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Content Recommendation by Noise Contrastive Transfer Learning of Feature Representation
Yiyang Li | Guanyu Tao | Weinan Zhang | Yong Yu | Jun Wang

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NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation
Minh C. Phan | Aixin Sun | Yi Tay | Jialong Han | Chenliang Li

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Relaxing Graph Pattern Matching With Explanations
Jia Li | Yang Cao | Shuai Ma

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Active Network Alignment: A Matching-Based Approach
Eric Malmi | Aristides Gionis | Evimaria Terzi

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Discovering Graph Temporal Association Rules
Mohammad Hossein Namaki | Yinghui Wu | Qi Song | Peng Lin | Tingjian Ge

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Minimizing Tension in Teams
Behzad Golshan | Evimaria Terzi

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Interactive Spatial Keyword Querying with Semantics
Jiabao Sun | Jiajie Xu | Kai Zheng | Chengfei Liu

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Learning to Attend, Copy, and Generate for Session-Based Query Suggestion
Mostafa Dehghani | Sascha Rothe | Enrique Alfonseca | Pascal Fleury

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Representation Learning of Large-Scale Knowledge Graphs via Entity Feature Combinations
Zhen Tan | Xiang Zhao | Wei Wang

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Learning Edge Representations via Low-Rank Asymmetric Projections
Sami Abu-El-Haija | Bryan Perozzi | Rami Al-Rfou

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HIN2Vec: Explore Meta-paths in Heterogeneous Information Networks for Representation Learning
Tao-Yang Fu | Wang-Chien Lee | Zhen Lei

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Core Decomposition and Densest Subgraph in Multilayer Networks
Edoardo Galimberti | Francesco Bonchi | Francesco Gullo

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Fully Dynamic Algorithm for Top-k Densest Subgraphs
Muhammad Anis Uddin Nasir | Aristides Gionis | Gianmarco De Francisci Morales | Sarunas Girdzijauskas

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Minimizing Dependence between Graphs
Yu Rong | Hong Cheng

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Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results
Mohamed F. Ghalwash | Ying Li | Ping Zhang | Jianying Hu

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Efficient Discovery of Ontology Functional Dependencies
Sridevi Baskaran | Alexander Keller | Fei Chiang | Lukasz Golab | Jaroslaw Szlichta

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A Two-Stage Framework for Computing Entity Relatedness in Wikipedia
Marco Ponza | Paolo Ferragina | Soumen Chakrabarti

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Incorporating the Latent Link Categories in Relational Topic Modeling
Yuan He | Cheng Wang | Changjun Jiang

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Tone Analyzer for Online Customer Service: An Unsupervised Model with Interfered Training
Peifeng Yin | Zhe Liu | Anbang Xu | Taiga Nakamura

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Emotions in Social Networks: Distributions, Patterns, and Models
Shengmin Jin | Reza Zafarani

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Hike: A Hybrid Human-Machine Method for Entity Alignment in Large-Scale Knowledge Bases
Yan Zhuang | Guoliang Li | Zhuojian Zhong | Jianhua Feng

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Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems
Qingyun Wu | Hongning Wang | Liangjie Hong | Yue Shi

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Optimizing Email Volume For Sitewide Engagement
Rupesh Gupta | Guanfeng Liang | Rómer Rosales

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Understanding Engagement through Search Behaviour
Mengdie Zhuang | Gianluca Demartini | Elaine G. Toms

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Citation Metadata Extraction via Deep Neural Network-based Segment Sequence Labeling
Dong An | Liangcai Gao | Zhuoren Jiang | Runtao Liu | Zhi Tang

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A Novel Approach for Efficient Computation of Community Aware Ridesharing Groups
Samiul Anwar | Shuha Nabila | Tanzima Hashem

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Extracting Entities of Interest from Comparative Product Reviews
Jatin Arora | Sumit Agrawal | Pawan Goyal | Sayan Pathak

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A Neural Collaborative Filtering Model with Interaction-based Neighborhood
Ting Bai | Ji-Rong Wen | Jun Zhang | Wayne Xin Zhao

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Profiling DRDoS Attacks with Data Analytics Pipeline
Laure Berti-Équille | Yury Zhauniarovich

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A Compare-Aggregate Model with Dynamic-Clip Attention for Answer Selection
Weijie Bian | Si Li | Zhao Yang | Guang Chen | Zhiqing Lin

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Learning Biological Sequence Types Using the Literature
Mohamed Reda Bouadjenek | Karin Verspoor | Justin Zobel

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Detecting Social Bots by Jointly Modeling Deep Behavior and Content Information
Chiyu Cai | Linjing Li | Daniel Zeng

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PMS: an Effective Approximation Approach for Distributed Large-scale Graph Data Processing and Mining
Yingjie Cao | Yangyang Zhang | Jianxin Li

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Language Modeling by Clustering with Word Embeddings for Text Readability Assessment
Miriam Cha | Youngjune Gwon | H. T. Kung

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Compact Multiple-Instance Learning
Jing Chai | Weiwei Liu | Ivor W. Tsang | Xiao-Bo Shen

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Text Embedding for Sub-Entity Ranking from User Reviews
Chih-Yu Chao | Yi-Fan Chu | Hsiu-Wei Yang | Chuan-Ju Wang | Ming-Feng Tsai

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Summarizing Significant Changes in Network Traffic Using Contrast Pattern Mining
Elaheh Alipour Chavary | Sarah M. Erfani | Christopher Leckie

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Modeling Opinion Influence with User Dual Identity
Chengyao Chen | Zhitao Wang | Wenjie Li

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An Empirical Analysis of Pruning Techniques: Performance, Retrievability and Bias
Ruey-Cheng Chen | Leif Azzopardi | Falk Scholer

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Text Coherence Analysis Based on Deep Neural Network
Baiyun Cui | Yingming Li | Yaqing Zhang | Zhongfei Zhang

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Unsupervised Matrix-valued Kernel Learning For One Class Classification
Shaobo Dang | Xiongcai Cai | Yang Wang | Jianjia Zhang | Fang Chen

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Analysis of Telegram, An Instant Messaging Service
Arash Dargahi Nobari | Negar Reshadatmand | Mahmood Neshati

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Estimating Event Focus Time Using Neural Word Embeddings
Supratim Das | Arunav Mishra | Klaus Berberich | Vinay Setty

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Personalized Image Aesthetics Assessment
Xiang Deng | Chaoran Cui | Huidi Fang | Xiushan Nie | Yilong Yin

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Efficient Fault-Tolerant Group Recommendation Using alpha-beta-core
Danhao Ding | Hui Li | Zhipeng Huang | Nikos Mamoulis

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On Discovering the Number of Document Topics via Conceptual Latent Space
Nghia Duong-Trung | Lars Schmidt-Thieme

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Chinese Named Entity Recognition with Character-Word Mixed Embedding
Shijia E | Yang Xiang

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An Empirical Study of Embedding Features in Learning to Rank
Faezeh Ensan | Ebrahim Bagheri | Amal Zouaq | Alexandre Kouznetsov

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Privacy of Hidden Profiles: Utility-Preserving Profile Removal in Online Forums
Sedigheh Eslami | Asia J. Biega | Rishiraj Saha Roy | Gerhard Weikum

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QoS-Aware Scheduling of Heterogeneous Servers for Inference in Deep Neural Networks
Zhou Fang | Tong Yu | Ole J. Mengshoel | Rajesh K. Gupta

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Geographic and Temporal Trends in Fake News Consumption During the 2016 US Presidential Election
Adam Fourney | Miklós Z. Rácz | Gireeja Ranade | Markus Mobius | Eric Horvitz

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Inferring Appliance Energy Usage from Smart Meters using Fully Convolutional Encoder Decoder Networks
Felan Carlo C. Garcia | Erees Queen B. Macabebe

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Tracking the Impact of Fact Deletions on Knowledge Graph Queries using Provenance Polynomials
Garima Gaur | Srikanta J. Bedathur | Arnab Bhattacharya

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An Euclidean Distance based on the Weighted Self-information Related Data Transformation for Nominal Data Clustering
Lei Gu | Liying Zhang | Yang Zhao

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Interest Diffusion in Heterogeneous Information Network for Personalized Item Ranking
Mukul Gupta | Pradeep Kumar | Rajhans Mishra

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Source Retrieval for Web-Scale Text Reuse Detection
Matthias Hagen | Martin Potthast | Payam Adineh | Ehsan Fatehifar | Benno Stein

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Smart City Analytics: Ensemble-Learned Prediction of Citizen Home Care
Casper Hansen | Christian Hansen | Stephen Alstrup | Christina Lioma

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Fast K-means for Large Scale Clustering
Qinghao Hu | Jiaxiang Wu | Lu Bai | Yifan Zhang | Jian Cheng

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Graph Ladder Networks for Network Classification
Ruiqi Hu | Shirui Pan | Jing Jiang | Guodong Long

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A Communication Efficient Parallel DBSCAN Algorithm based on Parameter Server
Xu Hu | Jun Huang | Minghui Qiu

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A Framework for Estimating Execution Times of IO Traces on SSDs
Yoonsuk Kang | Yong-Yeon Jo | Jaehyuk Cha | Wan D. Bae | Sang-Wook Kim

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Ranking Rich Mobile Verticals based on Clicks and Abandonment
Mami Kawasaki | Inho Kang | Tetsuya Sakai

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Machine Learning based Performance Modeling of Flash SSDs
Jaehyung Kim | Jinuk Park | Sanghyun Park

doi dblp
A Robust Named-Entity Recognition System Using Syllable Bigram Embedding with Eojeol Prefix Information
Sunjae Kwon | Youngjoong Ko | Jungyun Seo

doi dblp
IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering
Jae-woong Lee | Jongwuk Lee

doi dblp
Computing Betweenness Centrality in B-hypergraphs
Kwang Hee Lee | Myoung-Ho Kim

doi dblp
Structural-fitting Word Vectors to Linguistic Ontology for Semantic Relatedness Measurement
Yang-Yin Lee | Ting-Yu Yen | Hen-Hsen Huang | Hsin-Hsi Chen

doi dblp
Alternating Pointwise-Pairwise Learning for Personalized Item Ranking
Yu Lei | Wenjie Li | Ziyu Lu | Miao Zhao

doi dblp
Deep Multi-Similarity Hashing for Multi-label Image Retrieval
Tong Li | Sheng Gao | Yajing Xu

doi dblp
Learning Graph-based Embedding For Time-Aware Product Recommendation
Yuqi Li | Weizheng Chen | Hongfei Yan

doi dblp
An Enhanced Topic Modeling Approach to Multiple Stance Identification
Junjie Lin | Wenji Mao | Yuhao Zhang

doi dblp
Exploiting User Consuming Behavior for Effective Item Tagging
Shen Liu | Hongyan Liu

doi dblp
SEQ: Example-based Query for Spatial Objects
Siqiang Luo | Jiafeng Hu | Reynold Cheng | Jing Yan | Ben Kao

doi dblp
Truth Discovery by Claim and Source Embedding
Shanshan Lyu | Wentao Ouyang | Huawei Shen | Xueqi Cheng

doi dblp
Automatic Catchphrase Identification from Legal Court Case Documents
Arpan Mandal | Kripabandhu Ghosh | Arindam Pal | Saptarshi Ghosh

doi dblp
Learning Temporal Ambiguity in Web Search Queries
Behrooz Mansouri | Mohammad Sadegh Zahedi | Maseud Rahgozar | Farhad Oroumchian | Ricardo Campos

doi dblp
Online Expectation-Maximization for Click Models
Ilya Markov | Alexey Borisov | Maarten de Rijke

doi dblp
Task Embeddings: Learning Query Embeddings using Task Context
Rishabh Mehrotra | Emine Yilmaz

doi dblp
Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection
Zhao Meng | Lili Mou | Zhi Jin

doi dblp
Predicting Short-Term Public Transport Demand via Inhomogeneous Poisson Processes
Aditya Krishna Menon | Young Lee

doi dblp
Analyzing Mathematical Content to Detect Academic Plagiarism
Norman Meuschke | Moritz Schubotz | Felix Hamborg | Tomás Skopal | Bela Gipp

doi dblp
Learning Entity Type Embeddings for Knowledge Graph Completion
Changsung Moon | Paul Jones | Nagiza F. Samatova

doi dblp
Identifying Top-K Influential Nodes in Networks
Sara Mumtaz | Xiaoyang Wang

doi dblp
Paraphrastic Fusion for Abstractive Multi-Sentence Compression Generation
Mir Tafseer Nayeem | Yllias Chali

doi dblp
J-REED: Joint Relation Extraction and Entity Disambiguation
Dat Ba Nguyen | Martin Theobald | Gerhard Weikum

doi dblp
Collaborative Topic Regression with Denoising AutoEncoder for Content and Community Co-Representation
Trong T. Nguyen | Hady W. Lauw

doi dblp
Accurate Sentence Matching with Hybrid Siamese Networks
Massimo Nicosia | Alessandro Moschitti

doi dblp
Collaborative Sequence Prediction for Sequential Recommender
Shuzi Niu | Rongzhi Zhang

doi dblp
Boolean Matrix Decomposition by Formal Concept Sampling
Petr Osicka | Martin Trnecka

doi dblp
Enhancing Knowledge Graph Completion By Embedding Correlations
Soumajit Pal | Jacopo Urbani

doi dblp
Robust Heterogeneous Discriminative Analysis for Single Sample Per Person Face Recognition
Meng Pang | Yiu-ming Cheung | Binghui Wang | Risheng Liu

doi dblp
Deep Neural Networks for News Recommendations
Keunchan Park | Jisoo Lee | Jaeho Choi

doi dblp
TATHYA: A Multi-Classifier System for Detecting Check-Worthy Statements in Political Debates
Ayush Patwari | Dan Goldwasser | Saurabh Bagchi

doi dblp
A Collaborative Ranking Model for Cross-Domain Recommendations
Dimitrios Rafailidis | Fabio Crestani

doi dblp
Combining Local and Global Word Embeddings for Microblog Stemming
Anurag Roy | Trishnendu Ghorai | Kripabandhu Ghosh | Saptarshi Ghosh

doi dblp
An Improved Test Collection and Baselines for Bibliographic Citation Recommendation
Dwaipayan Roy

doi dblp
A Way to Boost Semi-NMF for Document Clustering
Aghiles Salah | Melissa Ailem | Mohamed Nadif

doi dblp
Recipe Popularity Prediction with Deep Visual-Semantic Fusion
Satoshi Sanjo | Marie Katsurai

doi dblp
Revealing the Hidden Links in Content Networks: An Application to Event Discovery
Antonia Saravanou | Ioannis Katakis | George Valkanas | Vana Kalogeraki | Dimitrios Gunopulos

doi dblp
When Labels Fall Short: Property Graph Simulation via Blending of Network Structure and Vertex Attributes
Arun V. Sathanur | Sutanay Choudhury | Cliff A. Joslyn | Sumit Purohit

doi dblp
pm-SCAN: an I/O Efficient Structural Clustering Algorithm for Large-scale Graphs
Jung Hyuk Seo | Myoung Ho Kim

doi dblp
Knowledge Graph Embedding with Triple Context
Jun Shi | Huan Gao | Guilin Qi | Zhangquan Zhou

doi dblp
Hybrid MemNet for Extractive Summarization
Abhishek Kumar Singh | Manish Gupta | Vasudeva Varma

doi dblp
Denoising Clinical Notes for Medical Literature Retrieval with Convolutional Neural Model
Luca Soldaini | Andrew Yates | Nazli Goharian

doi dblp
SIMD-Based Multiple Sets Intersection with Dual-Scale Search Algorithm
Xingshen Song | Yuexiang Yang | Xiaoyong Li

doi dblp
Soft Seeded SSL Graphs for Unsupervised Semantic Similarity-based Retrieval
Avikalp Srivastava | Madhav Datt

doi dblp
How Safe is Your (Taxi) Driver?
Rade Stanojevic

doi dblp
Sentence Retrieval with Sentiment-specific Topical Anchoring for Review Summarization
Jiaxing Tan | Alexander Kotov | Rojiar Pir Mohammadiani | Yumei Huo

doi dblp
Visualizing Deep Neural Networks with Interaction of Super-pixels
Shixin Tian | Ying Cai

doi dblp
Collecting Non-Geotagged Local Tweets via Bandit Algorithms
Saki Ueda | Yuto Yamaguchi | Hiroyuki Kitagawa

doi dblp
A Temporal Attentional Model for Rumor Stance Classification
Amir Pouran Ben Veyseh | Javid Ebrahimi | Dejing Dou | Daniel Lowd

doi dblp
Improving the Gain of Visual Perceptual Behaviour on Topic Modeling for Text Recommendation
Cheng Wang | Yujuan Fang | Zheng Tan | Yuan He

doi dblp
Semantic Annotation for Places in LBSN through Graph Embedding
Yan Wang | Zongxu Qin | Jun Pang | Yang Zhang | Jin Xin

doi dblp
A Study of Feature Construction for Text-based Forecasting of Time Series Variables
Yiren Wang | Dominic Seyler | Shubhra Kanti Karmaker Santu | ChengXiang Zhai

doi dblp
Using Knowledge Graphs to Explain Entity Co-occurrence in Twitter
Yiwei Wang | Mark James Carman | Yuan-Fang Li

doi dblp
Unsupervised Feature Selection with Heterogeneous Side Information
Xiaokai Wei | Bokai Cao | Philip S. Yu

doi dblp
An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications
Joyce Jiyoung Whang

doi dblp
Non-Exhaustive, Overlapping Co-Clustering
Joyce Jiyoung Whang | Inderjit S. Dhillon

doi dblp
Simulating Zero-Resource Spoken Term Discovery
Jerome White | Douglas W. Oard

doi dblp
Algorithmic Bias: Do Good Systems Make Relevant Documents More Retrievable?
Colin Wilkie | Leif Azzopardi

doi dblp
Session-aware Information Embedding for E-commerce Product Recommendation
Chen Wu | Ming Yan

doi dblp
Conflict of Interest Declaration and Detection System in Heterogeneous Networks
Siyuan Wu | Leong Hou U | Sourav S. Bhowmick | Wolfgang Gatterbauer

doi dblp
Common-Specific Multimodal Learning for Deep Belief Network
Changsheng Xiang | Xiaoming Jin

doi dblp
JointSem: Combining Query Entity Linking and Entity based Document Ranking
Chenyan Xiong | Zhengzhong Liu | Jamie Callan | Eduard H. Hovy

doi dblp
Learning to Rank with Query-level Semi-supervised Autoencoders
Bo Xu | Hongfei Lin | Yuan Lin | Kan Xu

doi dblp
MultiSentiNet: A Deep Semantic Network for Multimodal Sentiment Analysis
Nan Xu | Wenji Mao

doi dblp
Attentive Graph-based Recursive Neural Network for Collective Vertex Classification
Qiongkai Xu | Qing Wang | Chenchen Xu | Lizhen Qu

doi dblp
Bayesian Heteroscedastic Matrix Factorization for Conversion Rate Prediction
Hongxia Yang

doi dblp
SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories
Di Yao | Chao Zhang | Jian-Hui Huang | Jingping Bi

doi dblp
Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation
Chia-An Yu | Tak-Shing Chan | Yi-Hsuan Yang

doi dblp
Spectrum-based Deep Neural Networks for Fraud Detection
Shuhan Yuan | Xintao Wu | Jun Li | Aidong Lu

doi dblp
RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation
Yu Zhang | Wei Wei | Binxuan Huang | Kathleen M. Carley | Yan Zhang

doi dblp
Missing Value Learning
Zhi-Lin Zhao | Chang-Dong Wang | Kun-Yu Lin | Jian-Huang Lai

doi dblp
Local Ensemble across Multiple Sources for Collaborative Filtering
Jing Zheng | Fuzhen Zhuang | Chuan Shi

doi dblp
Knowledge-based Question Answering by Jointly Generating, Copying and Paraphrasing
Shuguang Zhu | Xiang Cheng | Sen Su | Shuang Lang

doi dblp
PODIUM: Procuring Opinions from Diverse Users in a Multi-Dimensional World
Yael Amsterdamer | Oded Goldreich

doi dblp
VizQ: A System for Scalable Processing of Visibility Queries in 3D Spatial Databases
Arif Arman | Mohammed Eunus Ali | Farhana Murtaza Choudhury | Kaysar Abdullah

doi dblp
SimMeme: Semantic-Based Meme Search
Maya Ekron | Tova Milo | Brit Youngmann

doi dblp
SummIt: A Tool for Extractive Summarization, Discovery and Analysis
Guy Feigenblat | Odellia Boni | Haggai Roitman | David Konopnicki

doi dblp
Rapid Analysis of Network Connectivity
Scott Freitas | Hanghang Tong | Nan Cao | Yinglong Xia

doi dblp
Interactive System for Reasoning about Document Age
Adam Jatowt | Ricardo Campos

doi dblp
Metacrate: Organize and Analyze Millions of Data Profiles
Sebastian Kruse | David Hahn | Marius Walter | Felix Naumann

doi dblp
SemVis: Semantic Visualization for Interactive Topical Analysis
Tuan M. V. Le | Hady W. Lauw

doi dblp
Exploring the Veracity of Online Claims with BackDrop
Julien Leblay | Weiling Chen | Steven J. Lynden

doi dblp
TaCLe: Learning Constraints in Tabular Data
Sergey Paramonov | Samuel Kolb | Tias Guns | Luc De Raedt

doi dblp
An Interactive Framework for Video Surveillance Event Detection and Modeling
Fabio Persia | Fabio Bettini | Sven Helmer

doi dblp
Storyfinder: Personalized Knowledge Base Construction and Management by Browsing the Web
Steffen Remus | Manuel Kaufmann | Kathrin Ballweg | Tatiana von Landesberger | Chris Biemann

doi dblp
IMaxer: A Unified System for Evaluating Influence Maximization in Location-based Social Networks
Muhammad Aamir Saleem | Rohit Kumar | Toon Calders | Xike Xie | Torben Bach Pedersen

doi dblp
StreamingCube: A Unified Framework for Stream Processing and OLAP Analysis
Salman Ahmed Shaikh | Hiroyuki Kitagawa

doi dblp
Product Exploration based on Latent Visual Attributes
Tomás Skopal | Ladislav Peska | Gregor Kovalcík | Tomás Grosup | Jakub Lokoc

doi dblp
Hierarchical Module Classification in Mixed-initiative Conversational Agent System
Sia Xin Yun Suzanna | Anthony Lianjie Li

doi dblp
Blockchain-based Data Management and Analytics for Micro-insurance Applications
Hoang Tam Vo | Lenin Mehedy | Mukesh K. Mohania | Ermyas Abebe

doi dblp
CleanCloud: Cleaning Big Data on Cloud
Hongzhi Wang | Xiaoou Ding | Xiangying Chen | Jianzhong Li | Hong Gao

doi dblp
Interactive Analytics System for Exploring Outliers
Mingrui Wei | Lei Cao | Chris Cormier | Hui Zheng | Elke A. Rundensteiner

doi dblp
Query and Animate Multi-attribute Trajectory Data
Jianqiu Xu | Ralf Hartmut Güting

doi dblp
ClaimVerif: A Real-time Claim Verification System Using the Web and Fact Databases
Shi Zhi | Yicheng Sun | Jiayi Liu | Chao Zhang | Jiawei Han

doi dblp
Overview of the 4th HistoInformatics Workshop
Mohammed Hasanuzzaman | Gaël Dias | Adam Jatowt | Marten Düring | Antal van den Bosch

doi dblp
IDM 2017: Workshop on Interpretable Data Mining - Bridging the Gap between Shallow and Deep Models
Xia Hu | Shuiwang Ji

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Additional Workshops Co-located with CIKM 2017
Marianne Winslett