Knowledge Science, Engineering and Management: 12th International Conference, KSEM 2019, Athens, Greece, August 28–30, 2019, Proceedings, Part I (Lecture Notes in Computer Science Book 11775)

This two-volume set of LNAI 11775 and LNAI 11776 constitutes the refereed proceedings of the 12th International Conference on Knowledge Science, Engineering and Management, KSEM 2019, held in Athens, Greece, in August 2019. The 77 revised full papers and 23 short papers presented together with 10 poster papers were carefully reviewed and selected from 240 submissions. The papers of the first volume are organized in the following topical sections: Formal Reasoning and Ontologies; Recommendation Algorithms and Systems; Social Knowledge Analysis and Management ; Data Processing and Data Mining; Image and Video Data Analysis; Deep Learning; Knowledge Graph and Knowledge Management; Machine Learning; and Knowledge Engineering Applications. The papers of the second volume are organized in the following topical sections: Probabilistic Models and Applications; Text Mining and Document Analysis; Knowledge Theories and Models; and Network Knowledge Representation and Learning. 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