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

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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.

Formal Reasoning and Ontologies
Subset Spaces Modeling Knowledge-Competitive Agents
3(12)
Bernhard Heinemann
A Distance-Based Paraconsistent Semantics for DL-Lite
15(13)
Xiaowang Zhang
Kewen Wang
Zhe Wang
Yue Ma
Guilin Qi
Tractable Computation of Representative ABox Repairs in Description Logic Ontologies
28(12)
Jianfeng Du
Guilin Qi
Restricted Four-Valued Logic for Default Reasoning
40(13)
Chen Chen
Zuoquan Lin
A Divergence Measure between Mass Functions
53(13)
Jianbing Ma
Fusion of Static and Temporal Information for Threat Evaluation in Sensor Networks
66(12)
Wenjun Ma
Weiru Liu
Jun Hong
Towards Extracting Ontology Excerpts
78(12)
Jieying Chen
Michel Ludwig
Yue Ma
Dirk Walther
Toward a Type-Theoretical Approach for an Ontologically-Based Detection of Underground Networks
90(12)
Meriem Hafsi
Richard Dapoigny
Philippe Bolon
A Situation-Aware Method Based on Ontology Analysis of the Semantic Social Network
102(13)
Wenbin Hu
Huan Wang
Fm-QCA: A Novel Approach to Multi-value Qualitative Comparative Analysis
115(13)
Ke Wu
Shiping Tang
Geguang Pu
MM Wu
Ting Su
Rational Partial Choice Functions and Their Application to Belief Revision
128(13)
Jianbing Ma
Weiru Liu
Didier Dubois
The Double-level Default Description Logic D3G
141(6)
Liangjun Zang
Weimin Wang
Bo Chen
Cungen Cao
Discovering Classes of Strongly Equivalent Logic Programs with Negation as Failure in the Head
147(10)
Jianmin Ji
Knowledge Management and Concept Analysis
Mining Conceptual Knowledge from Network Traffic Data for Traffic Measurement Optimization
157(13)
Petko Valtchev
Omar Mounaouar
Omar Cherkaoui
Alexandar Dimitrov
Research on Fair Use of Digital Content in Social Network
170(7)
Yingyu Huo
Li Ma
Yong Zhong
Preserving Multi-view Consistency in Diagrammatic Knowledge Representation
177(6)
Dominik Bork
Robert Buchmann
Dimitris Karagiannis
The Impact of Big Data and Knowledge Management on R&D Projects from Automotive Industry
183(7)
Horatiu Constantin Palade
Sergiu Stefan Nicolaescu
Claudiu Vasile Kifor
Attractors in Web Based Educational Systems: A Conceptual Knowledge Processing Grounded Approach
190(9)
Sanda Dragos
Diana Halita
Christian Sacarea
Knowledge Discovery and Recognition Methods
Recognizing the Operating Hand from Touchscreen Traces on Smartphones
199(13)
Hansong Guo
He Huang
Zehao Sun
Liusheng Huang
Zhenyu Zhu
Shaowei Wang
Pengzhan Wang
Hongli Xu
Hengchang Liu
iCHUM: An Efficient Algorithm for High Utility Mining in Incremental Databases
212(12)
Hai-Tao Zheng
Zhuo Li
Interval-Index: A Scalable and Fast Approach for Reachability Queries in Large Graphs
224(12)
Fangxu Li
Pingpeng Yuan
Hai Jin
Accuracy-Preserving and Scalable Column-Based Low-Rank Matrix Approximation
236(12)
Jiangang Wu
Shizhong Liao
Segment-Based Depth Estimation in Light Field Using Graph Cut
248(12)
Wenjie Shao
Hao Sheng
Chao Li
String Similarity Join with Different Thresholds
260(15)
Chuitian Rong
Xiangling Zhang
Text Mining and Analysis
A Chinese Framework of Semantic Taxonomy and Description: Preliminary Experimental Evaluation Using Web Information Extraction
275(12)
Liangjun Zang
Weimin Wang
Ya Wang
Fang Fang
Cong Cao
Xiaolong Wu
Qi Zhou
Ye Lu
Tingyu Li
Cungen Cao
Tree Based Shape Similarity Measurement for Chinese Characters
287(12)
Yanan Cao
Shi Wang
Cungen Cao
A Hierarchical Pachinko Allocation Model for Social Sentiment Mining
299(13)
Li Liu
Zigang Huang
Yuxin Peng
Ming Liu
Subtopic-Level Sentiment Analysis of Emergencies
312(6)
Kunmei Wen
Zhijiang Liu
Shuai Xu
Ruixuan Li
Yuhua Li
Xiwu Gu
Jie Zan
Summarizing Product Aspects from Massive Online Review with Word Representation
318(6)
Kai Ye
Liangqiang Li
Mengzhuo Guo
Yu Qian
Hua Yuan
Building a High Performance End-to-End Explicit Discourse Parser for Practical Application
324(12)
Jianxiang Wang
Man Lan
Graph-Based Query-Focused Multi-document Summarization Using Improved Affinity Graph
336(12)
Po Hu
Jiacong He
Yong Zhang
Hashtag Biased Ranking for Keyword Extraction from Microblog Posts
348(12)
Lin Li
Chang Su
Yueqing Sun
Shengwu Xiong
Guandong Xu
Semi-supervised Microblog Clustering Method via Dual Constraints
360(10)
Huifang Ma
Meihuizi Jia
Weizhong Zhao
Xianghong Lin
Exploiting Capacity-Constrained k-Means Clustering for Aspect-Phrase Grouping
370(12)
Shufeng Xiong
Donghong Ji
A Model for Discovering Unpopular Research Interests
382(12)
Shanshan Feng
Jian Cao
Yuwen Chen
Jing Qi
Improving Transfer Learning in Cross Lingual Opinion Analysis Through Negative Transfer Detection
394(13)
Lin Gui
Qin Lu
Ruifeng Xu
Qikang Wei
Yuhui Cao
Mining User's Location Intention from Mobile Search Log
407(14)
Yifan Sun
Xin Li
Lin Li
Qi Liu
Enhong Chen
Haiping Ma
Course Similarity Calculation Using Efficient Manifold Ranking
421(14)
Bingjie Zhao
Xueqing Li
Recommendation Algorithms and Systems
Multi-faceted Distrust Aware Recommendation
435(12)
Yaoyao Zheng
Yuanxin Ouyang
Wenge Rong
Zhang Xiong
Distributed Recommendation Algorithm Based on Matrix Decomposition on MapReduce Framework
447(11)
Sen Wu
Dan Lu
Yannan Du
Xiaodong Feng
Crafting a Time-Aware Point-of-Interest Recommendation via Pairwise Interaction Tensor Factorization
458(13)
Xinqiang Zhao
Xin Li
Lejian Liao
Dandan Song
William K. Cheung
Novel Approaches for Shop Recommendation in Large Shopping Mall Scenario: From Matrix Factorization to Tensor Decomposition
471(12)
Yue Ding
Dong Wang
Xin Xin
A Microblog Recommendation Algorithm Based on Multi-tag Correlation
483(6)
Huifang Ma
Meihuizi Jia
Meng Xie
Xianghong Lin
Personalized Recommendation System Based on Support Vector Machine and Particle Swarm Optimization
489(10)
Xibin Wang
Junhao Wen
Fengji Luo
Wei Zhou
Haijun Ren
Machine Learning Algorithms
Transfer Learning in Large-Scale Short Text Analysis
499(13)
Yan Chu
Zhengkui Wang
Man Chen
Linlin Xia
Fengmei Wei
Mengnan Cai
Learning the Influence Probabilities Based on Multipolar Factors in Social Network
512(13)
Weibo Wang
Zhaohui Peng
Ziyan Liu
Tianchen Zhu
Xiaoguang Hong
Topic Network: Topic Model with Deep Learning for Image Classification
525(10)
Zhiyong Pan
Yang Liu
Guojun Liu
Maozu Guo
Yang Li
Fast Multi-label Learning via Hashing
535(12)
Haifeng Hu
Yong Sun
Jiansheng Wu
Building Program Vector Representations for Deep Learning
547(7)
Hao Peng
Lili Mou
Ge Li
Yuxuan Liu
Lu Zhang
Zhi Jin
The Use of k-Means Algorithm to Improve Kernel Method via Instance Selection
554(9)
Lulu Wang
Detection Methods and Analysis
An Effective Hybrid Fraud Detection Method
563(12)
Chenfei Sun
Qingzhong Li
Lizhen Cui
Zhongmin Yan
Hui Li
Wei Wei
A Fuzzy Inspired Approach to Seismic Anomaly Detection
575(13)
Vyron Christodoulou
Yaxin Bi
Guoze Zhao
Two-Phased Event Causality Acquisition: Coupling the Boundary Identification and Argument Identification Approaches
588(12)
Yanan Cao
Cungen Cao
Jingzun Zhang
Wenjia Niu
Change Detection Using L0 Smoothing and Superpixel Techniques
600(12)
Xiaoliang Shi
Yingying Xu
Guixu Zhang
Chaomin Shen
Rare Category Detection Forest
612(7)
Haiqin Weng
Zhenguang Liu
Kevin Chiew
Qinming He
Incremental Distributed Weighted Class Discriminant Analysis on Interval-Valued Emitter Parameters
619(8)
Xin Xu
Wei Wang
Jiaheng Lu
Jin Chen
Classification and Clustering
Privacy-Preserving Naive Bayes Classification
627(12)
Mengdi Huai
Liusheng Huang
Wei Yang
Lu Li
Mingyu Qi
PSFK: A Student Performance Prediction Scheme for First-Encounter Knowledge in ITS
639(12)
Yonghao Song
Yan Jin
Xiaohui Zheng
Haiyan Han
Yunqin Zhong
Xiaofang Zhao
CSRA: An Efficient Resource Allocation Algorithm in MapReduce Considering Data Skewness
651(12)
Ling Qi
Zhuo Tang
Yunchuan Qin
Yu Ye
Imbalanced Web Spam Classification Using Self-labeled Techniques and Multi-classifier Models
663(6)
Xiaonan Fang
Yanyan Tan
Xiyuan Zheng
Huaxiang Zhang
Shuang Zhou
Ensemble of SVM Classifiers with Different Representations for Societal Risk Classification
669(10)
Jindong Chen
Xijin Tang
Mobile Data Analytics and Knowledge Management
Discovering User's Background Information from Mobile Phone Data
679(12)
Rong Xie
Yang Yue
Yuchen Wang
Unsupervised Race Walking Recognition Using Smartphone Accelerometers
691(12)
Ye Wei
Li Liu
Jun Zhong
Yong gang Lu
Letian Sun
Subspace Clustering on Mobile Data for Discovering Circle of Friends
703(9)
Tao Wu
Yujie Fan
Zhiling Hong
Lifei Chen
Land Cover Classification Based on Adaptive Interval-Valued Type-2 Fuzzy Clustering Analysis
712(9)
Hui He
Xianchuan Yu
Dan Hu
GPS-Based Location Recommendation Using a Belief Network Model
721(11)
Kunlei Zhu
Jiajin Huang
Ning Zhong
A Partitioning Algorithm for Solving Capacitated Arc Routing Problem in Ways of Ranking First Cutting Second
732(6)
Wei Zhang
Lining Xing
Ting Xi
Lei He
Jinyuan Liu
UBS: A Novel News Recommendation System Based on User Behavior Sequence
738(13)
Haoye Dong
Jia Zhu
Yong Tang
Chuanhua Xu
Rui Ding
Lingxiao Chen
A Shilling Attack Detection Method Based on SVM and Target Item Analysis in Collaborative Filtering Recommender Systems
751(13)
Wei Zhou
Junhao Wen
Min Gao
Ling Liu
Haini Cai
Xibin Wang
Robust Dynamic Background Model with Adaptive Region Based on T2FS and GMM
764(7)
Yun Guo
Yi Ji
Jutao Zhang
Shengrong Gong
Chunping Liu
Deriving an Effective Hypergraph Model for Point of Interest Recommendation
771(7)
Meng Qi
Xin Li
Lejian Liao
Dandan Song
William K. Cheung
ProbLog Program Based Ontology Matching
778(9)
Yuanyuan Wang
Bioinformatics and Computational Biology
Person Re-identification via Learning Visual Similarity on Corresponding Patch Pairs
787(12)
Hao Sheng
Yan Huang
Yanwei Zheng
Jiahui Chen
Zhang Xiong
Person Re-identification by Unsupervised Color Spatial Pyramid Matching
799(12)
Yan Huang
Hao Sheng
Yang Liu
Yanwei Zheng
Zhang Xiong
Prediction of Single Nucleotide Mutation Patterns in Microsatellites
811(8)
Jun Tan
Cheng Ouyang
Jun Yu
Developing a Novel Method Based on Orthogonal Polynomial Equation to Approximate the Solution of Agent Based Model for the Immune System Simulation
819(6)
Xuming Tong
Meijing Kong
Edwin Tawanda Mudzingwa
Le Zhang
fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter
825(8)
Hao Wu
Jiayi Wang
Badong Chen
Nanning Zheng
Evidence Theory and Its Application
A Temporal-Compress and Shorter SIFT Research on Web Videos
833(11)
Yingying Zhu
Chuanhua Jiang
Xiaoyan Huang
Zhijiao Xiao
Shenghua Zhong
Belief Revision over Infinite Propositional Language
844(11)
Hua Meng
Yayan Yuan
Jielei Chu
Hongjun Wang
Author Index 855