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

This book constitutes the refereed proceedings of the 8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015, held in Chongqing, China, in October 2015. The 57 revised full papers presented together with 22 short papers and 5 keynotes were carefully selected and reviewed from 247 submissions. The papers are organized in topical sections on formal reasoning and ontologies; knowledge management and concept analysis; knowledge discovery and recognition methods; text mining and analysis; recommendation algorithms and systems; machine learning algorithms; detection methods and analysis; classification and clustering; mobile data analytics and knowledge management; bioinformatics and computational biology; and evidence theory and its application. 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