Knowledge Science, Engineering and Management: 12th International Conference, KSEM 2019, Athens, Greece, August 28–30, 2019, Proceedings, Part I

Front Matter ....Pages i-xxii
Front Matter ....Pages 1-1
 Centralized Reasoning Translation and Its Computing Complexity for Heterogeneous Semantic Mappings  (Xiaofei Zhao, Zhiyong Feng)....Pages 3-14
 Inconsistency Handling for Partially Preordered Ontologies: Going Beyond Elect  (Sihem Belabbes, Salem Benferhat)....Pages 15-23
 Semantic Modeling of Textual Relationships in Cross-modal Retrieval  (Jing Yu, Chenghao Yang, Zengchang Qin, Zhuoqian Yang, Yue Hu, Zhiguo Shi)....Pages 24-32
 A Smart Search-Based Ontology Visualization Tool Using SPARQL Patterns  (Mariem Neji, Fatma Ghorbel, Bilel Gargouri)....Pages 33-44
Front Matter ....Pages 45-45
 PRTIRG: A Knowledge Graph for People-Readable Threat Intelligence Recommendation  (Ming Du, Jun Jiang, Zhengwei Jiang, Zhigang Lu, Xiangyu Du)....Pages 47-59
 Social-Aware and Sequential Embedding for Cold-Start Recommendation  (Kexin Huang, Yukun Cao, Ye Du, Li Li, Li Liu, Jun Liao)....Pages 60-71
 Sequential Recommendation Based on Long-Term and Short-Term User Behavior with Self-attention  (Xing Wei, Xianglin Zuo, Bo Yang)....Pages 72-83
 Multi-attention Item Recommendation Model Based on Social Relations  (Yuan Li, Kedian Mu)....Pages 84-95
 A Network Embedding and Clustering Algorithm for Expert Recommendation Service  (Xiaolong Xu, Weijie Yuan)....Pages 96-108
 Mixing-RNN: A Recommendation Algorithm Based on Recurrent Neural Network  (Enhan Liu, Yan Chu, Lan Luan, Guang Li, Zhengkui Wang)....Pages 109-117
 SCCF Parameter and Similarity Measure Optimization and Evaluation  (Wissam Al Jurdi, Chady Abou Jaoude, Miriam El Khoury Badran, Jacques Bou Abdo, Jacques Demerjian, Abdallah Makhoul)....Pages 118-127
 NRSA: Neural Recommendation with Summary-Aware Attention  (Qiyao Peng, Peiyi Wang, Wenjun Wang, Hongtao Liu, Yueheng Sun, Pengfei Jiao)....Pages 128-140
 Paper Recommendation with Item-Level Collaborative Memory Network  (Mei Yu, Yue Hu, Xuewei Li, Mankun Zhao, Tianyi Xu, Hongwei Liu et al.)....Pages 141-152
Front Matter ....Pages 153-153
 UAFA: Unsupervised Attribute-Friendship Attention Framework for User Representation  (Yuchen Zhou, Yanmin Shang, Yaman Cao, Yanbing Liu, Jianlong Tan)....Pages 155-167
 A Simple and Effective Community Detection Method Combining Network Topology with Node Attributes  (Dongxiao He, Yue Song, Di Jin)....Pages 168-175
 Location-Interest-Aware Community Detection for Mobile Social Networks Based on Auto Encoder  (Ming Chen, Wenzhong Li, Sanglu Lu, Daoxu Chen)....Pages 176-184
 Retweet Prediction Using Context-Aware Coupled Matrix-Tensor Factorization  (Bo Jiang, Feng Yi, Jianjun Wu, Zhigang Lu)....Pages 185-196
 A New Multi-objective Evolution Model for Community Detection in Multi-layer Networks  (Xuejiao Chen, Xianghua Li, Yue Deng, Siqi Chen, Chao Gao)....Pages 197-208
 Jointly Modeling Community and Topic in Social Network  (Yunlei Zhang, Nianwen Ning, Jinna Lv, Chenguang Song, Bin Wu)....Pages 209-221
 A Social Relationships Enhanced Credit Risk Assessment Approach  (Caihong Sun, Chengcheng Deng, Wei Xu, Jun Su)....Pages 222-233
 Context Aware Community Formation for MAS-Oriented Collective Adaptive System  (Wei Liu, Jingzhi Guo, Longlong Xu, Deng Chen)....Pages 234-246
Front Matter ....Pages 247-247
 ProteinA: An Approach for Analyzing and Visualizing Protein Conformational Transitions Using Fuzzy and Hard Clustering Techniques  (Silvana Albert, Gabriela Czibula)....Pages 249-261
 Software Defect Prediction Using a Hybrid Model Based on Semantic Features Learned from the Source Code  (Diana-Lucia Miholca, Gabriela Czibula)....Pages 262-274
 A Novel Method for Highly Imbalanced Classification with Weighted Support Vector Machine  (Biao Qi, Jianguo Jiang, Zhixin Shi, Meimei Li, Wei Fan)....Pages 275-286
 A Study on Applying Relational Association Rule Mining Based Classification for Predicting the Academic Performance of Students  (Liana Maria Crivei, Gabriela Czibula, Andrei Mihai)....Pages 287-300
 Strict Subspace and Label-Space Structure for Domain Adaptation  (Ying Li, Pei Zhang, Lin Cheng, Yaxin Peng, Chaomin Shen)....Pages 301-313
 Multi-view Locality Preserving Embedding with View Consistent Constraint for Dimension Reduction  (Yun He, Weiling Cai, Ming Yang, Fengyi Song)....Pages 314-326
 Research on Ship Classification Based on Trajectory Association  (Tao Zhang, Shuai Zhao, Junliang Chen)....Pages 327-340
 Learning a Subclass of Deterministic Regular Expression with Counting  (Xiaofan Wang, Haiming Chen)....Pages 341-348
 Aggregately Regularized Multi-task Matrix Factorization for Household Energy Breakdown  (Hongtao Wang, Miao Zhao, Chunlan Niu, Hongmei Wang)....Pages 349-356
 Learning Continuous User and Item Representations for Neural Collaborative Filtering  (Qinglin Jia, Xiao Su, Zhonghai Wu)....Pages 357-362
 Partial Alignment of Data Sets Based on Fast Intrinsic Feature Match  (Yaxin Peng, Naiwu Wen, Xiaohuang Zhu, Chaomin Shen)....Pages 363-367
Front Matter ....Pages 369-369
 Implicit Rating Methods Based on Interest Preferences of Categories for Micro-Video Recommendation  (Jie Chen, Junjie Peng, Lizhe Qi, Gan Chen, Wenqiang Zhang)....Pages 371-381
 An Enhanced Deep Hashing Method for Large-Scale Image Retrieval  (Cong Chen, Weiqin Tong, Xuehai Ding, Xiaoli Zhi)....Pages 382-393
 Spatio-Temporal Correlation Graph for Association Enhancement in Multi-object Tracking  (Zhijie Zhong, Hao Sheng, Yang Zhang, Yubin Wu, Jiahui Chen, Wei Ke)....Pages 394-405
 Finger Gesture Recognition Based on 3D-Accelerometer and 3D-Gyroscope  (Wenchao Ma, Junfeng Hu, Jun Liao, Zhencheng Fan, Jianjun Wu, Li Liu)....Pages 406-413
Front Matter ....Pages 415-415
 DST: A Deep Urban Traffic Flow Prediction Framework Based on Spatial-Temporal Features  (Jingyuan Wang, Yukun Cao, Ye Du, Li Li)....Pages 417-427
 Small-Scale Data Classification Based on Deep Forest  (Meiyang Zhang, Zili Zhang)....Pages 428-439
 A Text Annotation Tool with Pre-annotation Based on Deep Learning  (Fei Teng, Minbo Ma, Zheng Ma, Lufei Huang, Ming Xiao, Xuan Li)....Pages 440-451
 Object Detection by Combining Deep Dilated Convolutions Network and Light-Weight Network  (Yu Quan, Zhixin Li, Canlong Zhang)....Pages 452-463
 D3N: DGA Detection with Deep-Learning Through NXDomain  (Mingkai Tong, Xiaoqing Sun, Jiahai Yang, Hui Zhang, Shuang Zhu, Xinran Liu et al.)....Pages 464-471
 Deep Neighbor Embedding for Evaluation of Large Portfolios of Variable Annuities  (Xiaojuan Cheng, Wei Luo, Guojun Gan, Gang Li)....Pages 472-480
 State Representation Learning for Minimax Deep Deterministic Policy Gradient  (Dapeng Hu, Xuesong Jiang, Xiumei Wei, Jian Wang)....Pages 481-487
 Low-Sampling Imagery Data Recovery by Deep Learning Inference and Iterative Approach  (Jiping Lin, Yu Zhou, Junhao Kang)....Pages 488-493
Front Matter ....Pages 495-495
 Enhancing Graph-Based Keywords Extraction with Node Association  (Huifang Ma, Shuang Wang, Miao Li, Ning Li)....Pages 497-510
 TransI: Translating Infinite Dimensional Embeddings Based on Trend Smooth Distance  (Xiaobo Guo, Neng Gao, Lei Wang, Xin Wang)....Pages 511-523
 A Knowledge-Based Conceptual Modelling Approach to Bridge Design Thinking and Intelligent Environments  (Michael Walch, Takeshi Morita, Dimitris Karagiannis, Takahira Yamaguchi)....Pages 524-536
 Named Entity Recognition in Traditional Chinese Medicine Clinical Cases Combining BiLSTM-CRF with Knowledge Graph  (Zhe Jin, Yin Zhang, Haodan Kuang, Liang Yao, Wenjin Zhang, Yunhe Pan)....Pages 537-548
 Adaptive-Skip-TransE Model: Breaking Relation Ambiguities for Knowledge Graph Embedding  (Shoukang Han, Xiaobo Guo, Lei Wang, Zeyi Liu, Nan Mu)....Pages 549-560
 Entity Linking Based on Graph Model and Semantic Representation  (Ningyu Ma, Xiao Liu, Yulun Gao)....Pages 561-571
 The Model-Driven Enterprise Data Fabric: A Proposal Based on Conceptual Modelling and Knowledge Graphs  (Ana-Maria Ghiran, Robert Andrei Buchmann)....Pages 572-583
 Leveraging User Preferences for Community Search via Attribute Subspace  (Haijiao Liu, Huifang Ma, Yang Chang, Zhixin Li, Wenjuan Wu)....Pages 584-595
 Visualization of Customer Satisfaction Linked to Behavior Using a Process-Based Web Questionnaire  (Hisashi Masuda, Wilfrid Utz)....Pages 596-603
 A Multilingual Semantic Similarity-Based Approach for Question-Answering Systems  (Wafa Wali, Fatma Ghorbel, Bilel Gragouri, Fayçal Hamdi, Elisabeth Metais)....Pages 604-614
 From Attribute Relationship Diagrams to Process (BPMN) and Decision (DMN) Models  (Krzysztof Kluza, Piotr Wiśniewski, Weronika T. Adrian, Antoni Ligęza)....Pages 615-627
 Building Chinese Legal Hybrid Knowledge Network  (Sheng Bi, Yanhui Huang, Xiya Cheng, Meng Wang, Guilin Qi)....Pages 628-639
Front Matter ....Pages 641-641
 Evidential Artificial Immune Recognition System  (Abir Lahsoumi, Zied Elouedi)....Pages 643-654
 Gated Self-attentive Encoder for Neural Machine Translation  (Xiangpeng Wei, Yue Hu, Luxi Xing)....Pages 655-666
 RGCN: Recurrent Graph Convolutional Networks for Target-Dependent Sentiment Analysis  (Junjie Chen, Hongxu Hou, Jing Gao, Yatu Ji, Tiangang Bai)....Pages 667-675
 An Evidential Semi-supervised Label Aggregation Approach  (Lina Abassi, Imen Boukhris)....Pages 676-686
Front Matter ....Pages 687-687
 Improved Feature Selection Algorithm for Biological Sequences Classification  (Naoual Guannoni, Faouzi Mhamdi, Mourad Elloumi)....Pages 689-700
 DRAM: A Deep Reinforced Intra-attentive Model for Event Prediction  (Shuqi Yu, Linmei Hu, Bin Wu)....Pages 701-713
 Permission-Based Feature Scaling Method for Lightweight Android Malware Detection  (Dali Zhu, Tong Xi)....Pages 714-725
 Agile Query Processing in Statistical Databases: A Process-In-Memory Approach  (Shanshan Lu, Peiquan Jin, Lin Mu, Shouhong Wan)....Pages 726-738
 Enhancing the Conciseness of Linked Data by Discovering Synonym Predicates  (Subhi Issa, Fayçal Hamdi, Samira Si-said Cherfi)....Pages 739-750
 A Comparative Analysis Methodology for Process Mining Software Tools  (Panagiotis Drakoulogkonas, Dimitrios Apostolou)....Pages 751-762
 Multimodal Learning with Triplet Ranking Loss for Visual Semantic Embedding Learning  (Zhanbo Yang, Li Li, Jun He, Zixi Wei, Li Liu, Jun Liao)....Pages 763-773
 IDML: IDentifier-Based Markup Language for Resource-Constrained Smart Objects in WoT  (Wuming Luo)....Pages 774-786
 Understanding Decision Model and Notation: DMN Research Directions and Trends  (Krzysztof Kluza, Weronika T. Adrian, Piotr Wiśniewski, Antoni Ligęza)....Pages 787-795
 Data and Knowledge: An Interdisciplinary Approach for Air Quality Forecast  (Cheng Feng, Wendong Wang, Ye Tian, Xiangyang Gong, Xirong Que)....Pages 796-804
 A Multi-label Active Learning Approach for Mobile App User Review Classification  (Montassar Ben Messaoud, Ilyes Jenhani, Nermine Ben Jemaa, Mohamed Wiem Mkaouer)....Pages 805-816
 A Causality-Based Approach to Assessing Inconsistency for Multi-context Systems  (Kedian Mu)....Pages 817-828
 Extracting Hidden Preferences over Partitions in Hedonic Cooperative Games  (Athina Georgara, Dimitrios Troullinos, Georgios Chalkiadakis)....Pages 829-841
 Agent-Based Approach for Inventory Pre- and Post-disruption Decision Support  (Maroua Kessentini, Narjes Bellamine Ben Saoud, Sami Sboui)....Pages 842-853
Back Matter ....Pages 855-859