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KSEM 2019: Athens, Greece
- Christos Douligeris, Dimitris Karagiannis, Dimitris Apostolou:
Knowledge Science, Engineering and Management - 12th International Conference, KSEM 2019, Athens, Greece, August 28-30, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11775, Springer 2019, ISBN 978-3-030-29550-9
Formal Reasoning and Ontologies
- Xiaofei Zhao, Zhiyong Feng:
Centralized Reasoning Translation and Its Computing Complexity for Heterogeneous Semantic Mappings. 3-14 - Sihem Belabbes
, Salem Benferhat
Inconsistency Handling for Partially Preordered Ontologies: Going Beyond Elect. 15-23 - Jing Yu, Chenghao Yang, Zengchang Qin, Zhuoqian Yang, Yue Hu, Zhiguo Shi:
Semantic Modeling of Textual Relationships in Cross-modal Retrieval. 24-32 - Mariem Neji, Fatma Ghorbel, Bilel Gargouri
A Smart Search-Based Ontology Visualization Tool Using SPARQL Patterns. 33-44
Recommendation Algorithms and Systems
- Ming Du, Jun Jiang, Zhengwei Jiang, Zhigang Lu, Xiangyu Du:
PRTIRG: A Knowledge Graph for People-Readable Threat Intelligence Recommendation. 47-59 - Kexin Huang, Yukun Cao, Ye Du, Li Li, Li Liu, Jun Liao:
Social-Aware and Sequential Embedding for Cold-Start Recommendation. 60-71 - Xing Wei
Sequential Recommendation Based on Long-Term and Short-Term User Behavior with Self-attention. 72-83 - Yuan Li
Multi-attention Item Recommendation Model Based on Social Relations. 84-95 - Xiaolong Xu
A Network Embedding and Clustering Algorithm for Expert Recommendation Service. 96-108 - Enhan Liu, Yan Chu
Mixing-RNN: A Recommendation Algorithm Based on Recurrent Neural Network. 109-117 - Wissam Al Jurdi
SCCF Parameter and Similarity Measure Optimization and Evaluation. 118-127 - Qiyao Peng, Peiyi Wang, Wenjun Wang, Hongtao Liu, Yueheng Sun, Pengfei Jiao:
NRSA: Neural Recommendation with Summary-Aware Attention. 128-140 - Mei Yu
Paper Recommendation with Item-Level Collaborative Memory Network. 141-152
Social Knowledge Analysis and Management
- Yuchen Zhou, Yanmin Shang, Yaman Cao, Yanbing Liu, Jianlong Tan:
UAFA: Unsupervised Attribute-Friendship Attention Framework for User Representation. 155-167 - Dongxiao He, Yue Song, Di Jin:
A Simple and Effective Community Detection Method Combining Network Topology with Node Attributes. 168-175 - Ming Chen
Location-Interest-Aware Community Detection for Mobile Social Networks Based on Auto Encoder. 176-184 - Bo Jiang, Feng Yi, Jianjun Wu, Zhigang Lu:
Retweet Prediction Using Context-Aware Coupled Matrix-Tensor Factorization. 185-196 - Xuejiao Chen, Xianghua Li, Yue Deng, Siqi Chen, Chao Gao:
A New Multi-objective Evolution Model for Community Detection in Multi-layer Networks. 197-208 - Yunlei Zhang, Nianwen Ning, Jinna Lv, Chenguang Song, Bin Wu:
Jointly Modeling Community and Topic in Social Network. 209-221 - Caihong Sun
A Social Relationships Enhanced Credit Risk Assessment Approach. 222-233 - Wei Liu, Jingzhi Guo, Longlong Xu, Deng Chen
Context Aware Community Formation for MAS-Oriented Collective Adaptive System. 234-246
Data Processing and Data Mining
- Silvana Iuliana Albert
ProteinA: An Approach for Analyzing and Visualizing Protein Conformational Transitions Using Fuzzy and Hard Clustering Techniques. 249-261 - Diana-Lucia Miholca
Software Defect Prediction Using a Hybrid Model Based on Semantic Features Learned from the Source Code. 262-274 - Biao Qi, Jianguo Jiang, Zhixin Shi, Meimei Li, Wei Fan:
A Novel Method for Highly Imbalanced Classification with Weighted Support Vector Machine. 275-286 - Liana Maria Crivei
A Study on Applying Relational Association Rule Mining Based Classification for Predicting the Academic Performance of Students. 287-300 - Ying Li, Pei Zhang, Lin Cheng, Yaxin Peng, Chaomin Shen:
Strict Subspace and Label-Space Structure for Domain Adaptation. 301-313 - Yun He, Weiling Cai, Ming Yang, Fengyi Song:
Multi-view Locality Preserving Embedding with View Consistent Constraint for Dimension Reduction. 314-326 - Tao Zhang, Shuai Zhao, Junliang Chen:
Research on Ship Classification Based on Trajectory Association. 327-340 - Xiaofan Wang, Haiming Chen:
Learning a Subclass of Deterministic Regular Expression with Counting. 341-348 - Hongtao Wang, Miao Zhao, Chunlan Niu, Hongmei Wang:
Aggregately Regularized Multi-task Matrix Factorization for Household Energy Breakdown. 349-356 - Qinglin Jia
Learning Continuous User and Item Representations for Neural Collaborative Filtering. 357-362 - Yaxin Peng, Naiwu Wen, Xiaohuang Zhu, Chaomin Shen:
Partial Alignment of Data Sets Based on Fast Intrinsic Feature Match. 363-367
Image and Video Data Analysis
- Jie Chen, Junjie Peng, Lizhe Qi, Gan Chen, Wenqiang Zhang:
Implicit Rating Methods Based on Interest Preferences of Categories for Micro-Video Recommendation. 371-381 - Cong Chen
An Enhanced Deep Hashing Method for Large-Scale Image Retrieval. 382-393 - Zhijie Zhong
Spatio-Temporal Correlation Graph for Association Enhancement in Multi-object Tracking. 394-405 - Wenchao Ma
Finger Gesture Recognition Based on 3D-Accelerometer and 3D-Gyroscope. 406-413
Deep Learning
- Jingyuan Wang, Yukun Cao, Ye Du, Li Li:
DST: A Deep Urban Traffic Flow Prediction Framework Based on Spatial-Temporal Features. 417-427 - Meiyang Zhang
Small-Scale Data Classification Based on Deep Forest. 428-439 - Fei Teng
A Text Annotation Tool with Pre-annotation Based on Deep Learning. 440-451 - Yu Quan, Zhixin Li, Canlong Zhang:
Object Detection by Combining Deep Dilated Convolutions Network and Light-Weight Network. 452-463 - Mingkai Tong, Xiaoqing Sun, Jiahai Yang, Hui Zhang, Shuang Zhu, Xinran Liu, Heng Liu:
D3N: DGA Detection with Deep-Learning Through NXDomain. 464-471 - Xiaojuan Cheng, Wei Luo
Deep Neighbor Embedding for Evaluation of Large Portfolios of Variable Annuities. 472-480 - Dapeng Hu, Xuesong Jiang, Xiumei Wei, Jian Wang:
State Representation Learning for Minimax Deep Deterministic Policy Gradient. 481-487 - Jiping Lin, Yu Zhou
Low-Sampling Imagery Data Recovery by Deep Learning Inference and Iterative Approach. 488-493
Knowledge Graph and Knowledge Management
- Huifang Ma, Shuang Wang, Miao Li, Ning Li:
Enhancing Graph-Based Keywords Extraction with Node Association. 497-510 - Xiaobo Guo, Neng Gao, Lei Wang, Xin Wang:
TransI: Translating Infinite Dimensional Embeddings Based on Trend Smooth Distance. 511-523 - Michael Walch, Takeshi Morita, Dimitris Karagiannis, Takahira Yamaguchi:
A Knowledge-Based Conceptual Modelling Approach to Bridge Design Thinking and Intelligent Environments. 524-536 - Zhe Jin, Yin Zhang, Haodan Kuang, Liang Yao, Wenjin Zhang, Yunhe Pan:
Named Entity Recognition in Traditional Chinese Medicine Clinical Cases Combining BiLSTM-CRF with Knowledge Graph. 537-548 - Shoukang Han, Xiaobo Guo, Lei Wang, Zeyi Liu, Nan Mu:
Adaptive-Skip-TransE Model: Breaking Relation Ambiguities for Knowledge Graph Embedding. 549-560 - Ningyu Ma, Xiao Liu
Entity Linking Based on Graph Model and Semantic Representation. 561-571 - Ana-Maria Ghiran
The Model-Driven Enterprise Data Fabric: A Proposal Based on Conceptual Modelling and Knowledge Graphs. 572-583 - Haijiao Liu, Huifang Ma, Yang Chang, Zhixin Li, Wenjuan Wu:
Leveraging User Preferences for Community Search via Attribute Subspace. 584-595 - Hisashi Masuda
Visualization of Customer Satisfaction Linked to Behavior Using a Process-Based Web Questionnaire. 596-603 - Wafa Wali, Fatma Ghorbel, Bilel Gargouri, Fayçal Hamdi
A Multilingual Semantic Similarity-Based Approach for Question-Answering Systems. 604-614 - Krzysztof Kluza, Piotr Wisniewski, Weronika T. Adrian
From Attribute Relationship Diagrams to Process (BPMN) and Decision (DMN) Models. 615-627 - Sheng Bi
Building Chinese Legal Hybrid Knowledge Network. 628-639
Machine Learning
- Abir Lahsoumi, Zied Elouedi:
Evidential Artificial Immune Recognition System. 643-654 - Xiangpeng Wei, Yue Hu, Luxi Xing:
Gated Self-attentive Encoder for Neural Machine Translation. 655-666 - Junjie Chen, Hongxu Hou, Jing Gao, Yatu Ji, Tiangang Bai:
RGCN: Recurrent Graph Convolutional Networks for Target-Dependent Sentiment Analysis. 667-675 - Lina Abassi, Imen Boukhris:
An Evidential Semi-supervised Label Aggregation Approach. 676-686
Knowledge Engineering Applications
- Naoual Guannoni
Improved Feature Selection Algorithm for Biological Sequences Classification. 689-700 - Shuqi Yu, Linmei Hu, Bin Wu:
DRAM: A Deep Reinforced Intra-attentive Model for Event Prediction. 701-713 - Dali Zhu, Tong Xi:
Permission-Based Feature Scaling Method for Lightweight Android Malware Detection. 714-725 - Shanshan Lu, Peiquan Jin, Lin Mu, Shouhong Wan:
Agile Query Processing in Statistical Databases: A Process-In-Memory Approach. 726-738 - Subhi Issa, Fayçal Hamdi
Enhancing the Conciseness of Linked Data by Discovering Synonym Predicates. 739-750 - Panagiotis Drakoulogkonas
A Comparative Analysis Methodology for Process Mining Software Tools. 751-762 - Zhanbo Yang, Li Li, Jun He, Zixi Wei, Li Liu, Jun Liao:
Multimodal Learning with Triplet Ranking Loss for Visual Semantic Embedding Learning. 763-773 - Wuming Luo:
IDML: IDentifier-Based Markup Language for Resource-Constrained Smart Objects in WoT. 774-786 - Krzysztof Kluza, Weronika T. Adrian
Understanding Decision Model and Notation: DMN Research Directions and Trends. 787-795 - Cheng Feng, Wendong Wang, Ye Tian, Xiangyang Gong, Xirong Que:
Data and Knowledge: An Interdisciplinary Approach for Air Quality Forecast. 796-804 - Montassar Ben Messaoud
A Multi-label Active Learning Approach for Mobile App User Review Classification. 805-816 - Kedian Mu:
A Causality-Based Approach to Assessing Inconsistency for Multi-context Systems. 817-828 - Athina Georgara
Extracting Hidden Preferences over Partitions in Hedonic Cooperative Games. 829-841 - Maroua Kessentini, Narjès Bellamine Ben Saoud
Agent-Based Approach for Inventory Pre- and Post-disruption Decision Support. 842-853
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