Web-Age Information Management: 15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings

Front Matter....Pages -
Multimodal Data Fusion in Text-Image Heterogeneous Graph for Social Media Recommendation....Pages 96-99
Accuracy Estimation of Link-Based Similarity Measures and Its Application....Pages 100-112
An Efficient Influence Maximization Algorithm to Discover Influential Users in Micro-blog....Pages 113-124
Detecting Errors in Numeric Attributes....Pages 125-137
Distributed Entity Resolution Based on Similarity Join for Large-Scale Data Clustering....Pages 138-149
Exploring the Intervention Problem with the Networked Poisson Process in a Real Heterogeneous Social Network....Pages 150-154
An Infinite Latent Generalized Linear Model....Pages 155-166
ITCI:An Information Theory Based Classification Algorithm for Incomplete Data....Pages 167-179
Faster MaxScore Document Retrieval with Aggressive Processing....Pages 1-4
Finding Novel Patents Based on Patent Association....Pages 5-17
Optimizing Top-k Retrieval: Submodularity Analysis and Search Strategies....Pages 18-29
Improving Recommendations with Collaborative Factors....Pages 30-33
Evolutionary Personalized Hashtag Recommendation....Pages 34-37
PathSimExt: Revisiting PathSim in Heterogeneous Information Networks....Pages 38-42
AdaMF:Adaptive Boosting Matrix Factorization for Recommender System....Pages 43-54
Discovering Informative Contents of Web Pages....Pages 180-191
A Generic Approach for Bulk Loading Trie-Based Index Structures on External Storage....Pages 55-66
Density-Based Local Outlier Detection on Uncertain Data....Pages 67-71
Indexing Uncertain Data for Supporting Range Queries....Pages 72-83
A Distributed Quorum System for Ensuring Bounded Staleness of Key-Value Stores....Pages 84-95
P 3 RN:Personalized Privacy Protection Using Query Semantics over Road Networks....Pages 323-335
A Novel Privacy-Preserving Group Matching Scheme in Social Networks....Pages 336-347
Highly Efficient Indexing for Privacy-Preserving Multi-keyword Query over Encrypted Cloud Data....Pages 348-359
Holistic Subgraph Search over Large Graphs....Pages 208-212
Clustering Query Results to Support Keyword Search on Tree Data....Pages 213-224
An Efficient Conditioning Method for Probabilistic Relational Databases....Pages 225-236
Characterizing Tweeting Behaviors of Sina Weibo Users via Public Data Streaming....Pages 294-297
Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks....Pages 298-310
A Query Approach of Supporting Variable Physical Window in Large-Scale Smart Grid....Pages 311-322
A Proactive Complex Event Processing Method Based on Parallel Markov Decision Processes....Pages 237-241
Social-Aware KNN Search in Location-Based Social Networks....Pages 242-254
A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior....Pages 255-267
Parallel Mining of OWL 2 EL Ontology from Linked Data....Pages 360-371
TraPath: Fast Regular Path Query Evaluation on Large-Scale RDF Graphs....Pages 372-383
Real-Time Predicting Bursting Hashtags on Twitter....Pages 268-271
Fast Approximation of Shortest Path on Dynamic Information Networks....Pages 272-276
Detecting of PIU Behaviors Based on Discovered Generators and Emerging Patterns from Computer-Mediated Interaction Events....Pages 277-293
BF-Matrix: A Secondary Index for the Cloud Storage....Pages 384-396
Chinese Evaluation Phrase Extraction Based on Cascaded Model....Pages 192-203
Tracking Topics on Revision Graphs of Wikipedia Edit History....Pages 204-207
Continuous Temporal Top- k Query over Versioned Documents....Pages 494-497
Theme-Aware Social Strength Inference from Spatiotemporal Data....Pages 498-509
Organizing Sightseeing Tweets Based on Content Relatedness and Sharability....Pages 510-521
SSD-Aware Temporary Data Management Policy for Improving Query Performance....Pages 419-430
A Novel Index Structure for Multi-key Search....Pages 431-434
Load-Balanced Breadth-First Search on GPUs....Pages 435-447
Leveraging Attributes and Crowdsourcing for Join....Pages 448-452
Truth Discovery Based on Crowdsourcing....Pages 453-458
Sarcasm Detection in Social Media Based on Imbalanced Classification....Pages 459-471
Centroid-Based Classification of Categorical Data....Pages 472-475
ChronoSAGE: Diversifying Topic Modeling Chronologically....Pages 476-479
A Cluster Based Schema Design for Multi-tenant Database....Pages 397-401
Tenant-Oriented Composite Authentication Tree for Data Integrity Protection in SaaS....Pages 402-414
Efficient Graph Similarity Join with Scalable Prefix-Filtering Using MapReduce....Pages 415-418
Efficient Diverse Rank of Hot-Topics-Discussion on Social Network....Pages 522-534
Encoding Document Semantic into Binary Codes Space....Pages 535-539
LSG: A Unified Multi-dimensional Latent Semantic Graph for Personal Information Retrieval....Pages 540-552
Comments-Oriented Summarization in Blogsphere Using a Two-Stage Sentence Similarity Measure....Pages 480-483
Popularity Prediction of Burst Event in Microblogging....Pages 484-487
Identifying Gender of Microblog Users Based on Message Mining....Pages 488-493
Online Community Transition Detection....Pages 633-644
PPML: Penalized Partial Least Squares Discriminant Analysis for Multi-Label Learning....Pages 645-656
Authorship Attribution with Very Few Labeled Data: A Co-training Approach....Pages 657-668
A Chinese Question Answering System for Specific Domain....Pages 590-601
Top-k Spatio-textual Similarity Search....Pages 602-614
A Query Suggestion Interface with Features of Queries and Search Results....Pages 615-619
Finding Photo Sets of Events by Minimizing Misrecognition from Neighbor Events....Pages 620-632
A Novel Knowledge Network Framework for Financial News Navigation....Pages 723-727
How Do People Communicate through Different Social Connections?....Pages 728-739
From Trajectories to Path Network: An Endpoints-Based GPS Trajectory Partition and Clustering Framework....Pages 740-743
Edges Protection in Multiple Releases of Social Network Data....Pages 669-680
Trust Prediction with Temporal Dynamics....Pages 681-686
Trust Inference Path Search Combining Community Detection and Ant Colony Optimization....Pages 687-698
HRank: A Path Based Ranking Method in Heterogeneous Information Network....Pages 553-565
Action-Scene Model for Recognizing Human Actions from Background in Realistic Videos....Pages 566-577
Automatically Learning and Specifying Association Relations between Words....Pages 578-589
ExNa: An Efficient Search Pattern for Search Engines....Pages 699-702
A Correlation-Based Semantic Model for Text Search....Pages 703-706
Finding Relatedness between Research Papers Using Similarity and Dissimilarity Scores....Pages 707-710
Context-Dependent Sentiment Classification Using Antonym Pairs and Double Expansion....Pages 711-722
An Intelligent Search Platform for Business News....Pages 744-755
Structured Sparse Linear Model for Social Trust Prediction....Pages 756-767
Finding Time-Dependent Hot Path from GPS Trajectories....Pages 768-780
A Two-Phase Model for Retweet Number Prediction....Pages 781-792
Finding Vacant Taxis Using Large Scale GPS Traces....Pages 793-804
Logo Detection and Recognition Based on Classification....Pages 805-816
Business Intelligence by Connecting Real-Time Indoor Location to Sales Records....Pages 817-823
Back Matter....Pages -