Knowledge Science Engineering and Management 12th International Conference KSEM 2019 Athens Greece August 28 30 2019 Proceedings Part I Christos Douligeris

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Product details:

• ISBN-10 ‏ : ‎ 3030295508
• ISBN-13 ‏ : ‎ 978-3030295509
• Author: Christos Douligeris (Editor), Dimitris Karagiannis (Editor), Dimitris Apostolou (Editor)

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.

Table of contents:

1. Formal Reasoning and Ontologies
2. Centralized Reasoning Translation and Its Computing Complexity for Heterogeneous Semantic Mappings
3. Inconsistency Handling for Partially Preordered Ontologies: Going Beyond Elect
4. Semantic Modeling of Textual Relationships in Cross-modal Retrieval
5. A Smart Search-Based Ontology Visualization Tool Using SPARQL Patterns
6. Recommendation Algorithms and Systems
7. PRTIRG: A Knowledge Graph for People-Readable Threat Intelligence Recommendation
8. Social-Aware and Sequential Embedding for Cold-Start Recommendation
9. Sequential Recommendation Based on Long-Term and Short-Term User Behavior with Self-attention
10. Multi-attention Item Recommendation Model Based on Social Relations
11. A Network Embedding and Clustering Algorithm for Expert Recommendation Service
12. Mixing-RNN: A Recommendation Algorithm Based on Recurrent Neural Network
13. SCCF Parameter and Similarity Measure Optimization and Evaluation
14. NRSA: Neural Recommendation with Summary-Aware Attention
15. Paper Recommendation with Item-Level Collaborative Memory Network
16. Social Knowledge Analysis and Management
17. UAFA: Unsupervised Attribute-Friendship Attention Framework for User Representation
18. A Simple and Effective Community Detection Method Combining Network Topology with Node Attributes
19. Location-Interest-Aware Community Detection for Mobile Social Networks Based on Auto Encoder
20. Retweet Prediction Using Context-Aware Coupled Matrix-Tensor Factorization
21. A New Multi-objective Evolution Model for Community Detection in Multi-layer Networks
22. Jointly Modeling Community and Topic in Social Network
23. A Social Relationships Enhanced Credit Risk Assessment Approach
24. Context Aware Community Formation for MAS-Oriented Collective Adaptive System
25. Data Processing and Data Mining
26. ProteinA: An Approach for Analyzing and Visualizing Protein Conformational Transitions Using Fuzzy and Hard Clustering Techniques
27. Software Defect Prediction Using a Hybrid Model Based on Semantic Features Learned from the Source Code
28. A Novel Method for Highly Imbalanced Classification with Weighted Support Vector Machine
29. A Study on Applying Relational Association Rule Mining Based Classification for Predicting the Academic Performance of Students
30. Strict Subspace and Label-Space Structure for Domain Adaptation
31. Multi-view Locality Preserving Embedding with View Consistent Constraint for Dimension Reduction
32. Research on Ship Classification Based on Trajectory Association
33. Learning a Subclass of Deterministic Regular Expression with Counting
34. Aggregately Regularized Multi-task Matrix Factorization for Household Energy Breakdown
35. Learning Continuous User and Item Representations for Neural Collaborative Filtering
36. Partial Alignment of Data Sets Based on Fast Intrinsic Feature Match
37. Image and Video Data Analysis
38. Implicit Rating Methods Based on Interest Preferences of Categories for Micro-Video Recommendation
39. An Enhanced Deep Hashing Method for Large-Scale Image Retrieval
40. Spatio-Temporal Correlation Graph for Association Enhancement in Multi-object Tracking
41. Finger Gesture Recognition Based on 3D-Accelerometer and 3D-Gyroscope
42. Deep Learning
43. DST: A Deep Urban Traffic Flow Prediction Framework Based on Spatial-Temporal Features
44. Small-Scale Data Classification Based on Deep Forest
45. A Text Annotation Tool with Pre-annotation Based on Deep Learning
46. Object Detection by Combining Deep Dilated Convolutions Network and Light-Weight Network
47. D3N: DGA Detection with Deep-Learning Through NXDomain
48. Deep Neighbor Embedding for Evaluation of Large Portfolios of Variable Annuities
49. State Representation Learning for Minimax Deep Deterministic Policy Gradient
50. Low-Sampling Imagery Data Recovery by Deep Learning Inference and Iterative Approach
51. Knowledge Graph and Knowledge Management
52. Enhancing Graph-Based Keywords Extraction with Node Association
53. TransI: Translating Infinite Dimensional Embeddings Based on Trend Smooth Distance
54. A Knowledge-Based Conceptual Modelling Approach to Bridge Design Thinking and Intelligent Environments
55. Named Entity Recognition in Traditional Chinese Medicine Clinical Cases Combining BiLSTM-CRF with Knowledge Graph
56. Adaptive-Skip-TransE Model: Breaking Relation Ambiguities for Knowledge Graph Embedding
57. Entity Linking Based on Graph Model and Semantic Representation
58. The Model-Driven Enterprise Data Fabric: A Proposal Based on Conceptual Modelling and Knowledge Graphs
59. Leveraging User Preferences for Community Search via Attribute Subspace
60. Visualization of Customer Satisfaction Linked to Behavior Using a Process-Based Web Questionnaire
61. A Multilingual Semantic Similarity-Based Approach for Question-Answering Systems
62. From Attribute Relationship Diagrams to Process (BPMN) and Decision (DMN) Models
63. Building Chinese Legal Hybrid Knowledge Network
64. Machine Learning

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