Knowledge Science, Engineering and Management: 8th International Conference, KSEM 2015, Chongqing, China, October 28–30, 2015, Proceedings

Front Matter....Pages -
Front Matter....Pages 1-1
Subset Spaces Modeling Knowledge-Competitive Agents....Pages 3-14
A Distance-Based Paraconsistent Semantics for DL-Lite....Pages 15-27
Tractable Computation of Representative ABox Repairs in Description Logic Ontologies....Pages 28-39
Restricted Four-Valued Logic for Default Reasoning....Pages 40-52
A Divergence Measure between Mass Functions....Pages 53-65
Fusion of Static and Temporal Information for Threat Evaluation in Sensor Networks....Pages 66-77
Towards Extracting Ontology Excerpts....Pages 78-89
Toward a Type-Theoretical Approach for an Ontologically-Based Detection of Underground Networks....Pages 90-101
A Situation-Aware Method Based on Ontology Analysis of the Semantic Social Network....Pages 102-114
Fm-QCA: A Novel Approach to Multi-value Qualitative Comparative Analysis....Pages 115-127
Rational Partial Choice Functions and Their Application to Belief Revision....Pages 128-140
Discovering Classes of Strongly Equivalent Logic Programs with Negation as Failure in the Head....Pages 141-146
Front Matter....Pages 147-153
Mining Conceptual Knowledge from Network Traffic Data for Traffic Measurement Optimization....Pages 155-155
Research on Fair Use of Digital Content in Social Network....Pages 157-169
Preserving Multi-view Consistency in Diagrammatic Knowledge Representation....Pages 170-176
The Impact of Big Data and Knowledge Management on R&D Projects from Automotive Industry....Pages 177-182
Attractors in Web Based Educational Systems a Conceptual Knowledge Processing Grounded Approach....Pages 183-189
Front Matter....Pages 190-195
Recognizing the Operating Hand from Touchscreen Traces on Smartphones....Pages 197-197
iCHUM: An Efficient Algorithm for High Utility Mining in Incremental Databases....Pages 199-211
Front Matter....Pages 212-223
Interval-Index: A Scalable and Fast Approach for Reachability Queries in Large Graphs....Pages 197-197
Accuracy-Preserving and Scalable Column-Based Low-Rank Matrix Approximation....Pages 224-235
Segment-Based Depth Estimation in Light Field Using Graph Cut....Pages 236-247
String Similarity Join with Different Thresholds....Pages 248-259
Front Matter....Pages 260-271
A Chinese Framework of Semantic Taxonomy and Description: Preliminary Experimental Evaluation Using Web Information Extraction....Pages 273-273
Tree Based Shape Similarity Measurement for Chinese Characters....Pages 275-286
A Hierarchical Pachinko Allocation Model for Social Sentiment Mining....Pages 287-298
Subtopic-Level Sentiment Analysis of Emergencies....Pages 299-311
Summarizing Product Aspects from Massive Online Review with Word Representation....Pages 312-317
Building a High Performance End-to-End Explicit Discourse Parser for Practical Application....Pages 318-323
Graph-Based Query-Focused Multi-document Summarization Using Improved Affinity Graph....Pages 324-335
Hashtag Biased Ranking for Keyword Extraction from Microblog Posts....Pages 336-347
Semi-supervised Microblog Clustering Method via Dual Constraints....Pages 348-359
Exploiting Capacity-Constrained K-Means Clustering for Aspect-Phrase Grouping....Pages 360-369
A Model for Discovering Unpopular Research Interests....Pages 370-381
Improving Transfer Learning in Cross Lingual Opinion Analysis Through Negative Transfer Detection....Pages 382-393
Mining User’s Location Intention from Mobile Search Log....Pages 394-406
Course Similarity Calculation Using Efficient Manifold Ranking....Pages 407-420
Front Matter....Pages 421-432
Multi-faceted Distrust Aware Recommendation....Pages 433-433
Distributed Recommendation Algorithm Based on Matrix Decomposition on MapReduce Framework....Pages 435-446
Front Matter....Pages 447-457
Crafting a Time-Aware Point-of-Interest Recommendation via Pairwise Interaction Tensor Factorization....Pages 433-433
Novel Approaches for Shop Recommendation in Large Shopping Mall Scenario: From Matrix Factorization to Tensor Decomposition....Pages 458-470
A Microblog Recommendation Algorithm Based on Multi-tag Correlation....Pages 471-482
Personalized Recommendation System Based on Support Vector Machine and Particle Swarm Optimization....Pages 483-488
Front Matter....Pages 489-495
Transfer Learning in Large-Scale Short Text Analysis....Pages 497-497
Learning the Influence Probabilities Based on Multipolar Factors in Social Network....Pages 499-511
Topic Network: Topic Model with Deep Learning for Image Classification....Pages 512-524
Fast Multi-label Learning via Hashing....Pages 525-534
Building Program Vector Representations for Deep Learning....Pages 535-546
The Use of k-Means Algorithm to Improve Kernel Method via Instance Selection....Pages 547-553
Front Matter....Pages 554-559
An Effective Hybrid Fraud Detection Method....Pages 561-561
A Fuzzy Inspired Approach to Seismic Anomaly Detection....Pages 563-574
Two-Phased Event Causality Acquisition: Coupling the Boundary Identification and Argument Identification Approaches....Pages 575-587
Rare Category Detection Forest....Pages 588-599
Incremental Distributed Weighted Class Discriminant Analysis on Interval-Valued Emitter Parameters....Pages 600-611
Front Matter....Pages 612-618
Privacy-Preserving Naive Bayes Classification....Pages 619-624
PSFK: A Student Performance Prediction Scheme for First-Encounter Knowledge in ITS....Pages 625-625
CSRA: An Efficient Resource Allocation Algorithm in MapReduce Considering Data Skewness....Pages 627-638
Imbalanced Web Spam Classification Using Self-labeled Techniques and Multi-classifier Models....Pages 639-650
Front Matter....Pages 651-662
Ensemble of SVM Classifiers with Different Representations for Societal Risk Classification....Pages 663-668
Front Matter....Pages 625-625
Discovering User’s Background Information from Mobile Phone Data....Pages 669-675
Unsupervised Race Walking Recognition Using Smartphone Accelerometers....Pages 677-677
Subspace Clustering on Mobile Data for Discovering Circle of Friends....Pages 679-690
Land Cover Classification Based on Adaptive Interval-Valued Type-2 Fuzzy Clustering Analysis....Pages 691-702
GPS-Based Location Recommendation Using a Belief Network Model....Pages 703-711
A Partitioning Algorithm for Solving Capacitated Arc Routing Problem in Ways of Ranking First Cutting Second....Pages 712-720
UBS: A Novel News Recommendation System Based on User Behavior Sequence....Pages 721-731
A Shilling Attack Detection Method Based on SVM and Target Item Analysis in Collaborative Filtering Recommender Systems....Pages 732-737
Robust Dynamic Background Model with Adaptive Region Based on T2FS and GMM....Pages 738-750
Deriving an Effective Hypergraph Model for Point of Interest Recommendation....Pages 751-763
ProbLog Program Based Ontology Matching....Pages 764-770
Front Matter....Pages 771-777
Person Re-identification via Learning Visual Similarity on Corresponding Patch Pairs....Pages 778-783
Person Re-identification by Unsupervised Color Spatial Pyramid Matching....Pages 785-785
Prediction of Single Nucleotide Mutation Patterns in Microsatellites....Pages 787-798
Developing a Novel Method Based on Orthogonal Polynomial Equation to Approximate the Solution of Agent Based Model for the Immune System Simulation....Pages 799-810
fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter....Pages 811-818
Front Matter....Pages 819-824
A Temporal-Compress and Shorter SIFT Research on Web Videos....Pages 825-830
Belief Revision over Infinite Propositional Language....Pages 831-831
Back Matter....Pages 833-843
....Pages 844-854