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Knowledge Science, Engineering and Management

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Cover of 'Knowledge Science, Engineering and Management'

Table of Contents

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    Book Overview
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    Chapter 1 Event-centric Tourism Knowledge Graph—A Case Study of Hainan
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    Chapter 2 Extracting Short Entity Descriptions for Open-World Extension to Knowledge Graph Completion Models
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    Chapter 3 Graph Embedding Based on Characteristic of Rooted Subgraph Structure
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    Chapter 4 Knowledge Graphs Meet Geometry for Semi-supervised Monocular Depth Estimation
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    Chapter 5 Topological Graph Representation Learning on Property Graph
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    Chapter 6 Measuring Triplet Trustworthiness in Knowledge Graphs via Expanded Relation Detection
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    Chapter 7 A Contextualized Entity Representation for Knowledge Graph Completion
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    Chapter 8 A Dual Fusion Model for Attributed Network Embedding
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    Chapter 9 Attention-Based Knowledge Tracing with Heterogeneous Information Network Embedding
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    Chapter 10 Detecting Statistically Significant Events in Large Heterogeneous Attribute Graphs via Densest Subgraphs
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    Chapter 11 Edge Features Enhanced Graph Attention Network for Relation Extraction
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    Chapter 12 MMEA: Entity Alignment for Multi-modal Knowledge Graph
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    Chapter 13 A Hybrid Model with Pre-trained Entity-Aware Transformer for Relation Extraction
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    Chapter 14 NovEA: A Novel Model of Entity Alignment Using Attribute Triples and Relation Triples
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    Chapter 15 A Robust Representation with Pre-trained Start and End Characters Vectors for Noisy Word Recognition
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    Chapter 16 Intention Multiple-Representation Model for Logistics Intelligent Customer Service
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    Chapter 17 Identifying Loners from Their Project Collaboration Records - A Graph-Based Approach
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    Chapter 18 Node Embedding over Attributed Bipartite Graphs
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    Chapter 19 FastLogSim: A Quick Log Pattern Parser Scheme Based on Text Similarity
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    Chapter 20 Robotic Pushing and Grasping Knowledge Learning via Attention Deep Q-learning Network
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    Chapter 21 A Dynamic Answering Path Based Fusion Model for KGQA
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    Chapter 22 Improving Deep Item-Based Collaborative Filtering with Bayesian Personalized Ranking for MOOC Course Recommendation
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    Chapter 23 Online Programming Education Modeling and Knowledge Tracing
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    Chapter 24 Enhancing Pre-trained Language Models by Self-supervised Learning for Story Cloze Test
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    Chapter 25 MOOCRec: An Attention Meta-path Based Model for Top-K Recommendation in MOOC
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    Chapter 26 PVFNet: Point-View Fusion Network for 3D Shape Recognition
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    Chapter 27 HEAM: Heterogeneous Network Embedding with Automatic Meta-path Construction
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    Chapter 28 A Graph Attentive Network Model for P2P Lending Fraud Detection
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    Chapter 29 An Empirical Study on Recent Graph Database Systems
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    Chapter 30 Bibliometric Analysis of Twitter Knowledge Management Publications Related to Health Promotion
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    Chapter 31 Automatic Cerebral Artery System Labeling Using Registration and Key Points Tracking
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    Chapter 32 Page-Level Handwritten Word Spotting via Discriminative Feature Learning
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    Chapter 33 NADSR: A Network Anomaly Detection Scheme Based on Representation
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    Chapter 34 A Knowledge-Based Scheduling Method for Multi-satellite Range System
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    Chapter 35 IM-Net: Semantic Segmentation Algorithm for Medical Images Based on Mutual Information Maximization
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    Chapter 36 Fast Backward Iterative Laplacian Score for Unsupervised Feature Selection
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    Chapter 37 Improving Low-Resource Chinese Event Detection with Multi-task Learning
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    Chapter 38 Feature Selection Using Sparse Twin Support Vector Machine with Correntropy-Induced Loss
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    Chapter 39 Customized Decision Tree for Fast Multi-resolution Chart Patterns Classification
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    Chapter 40 Predicting User Influence in the Propagation of Toxic Information
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    Chapter 41 Extracting Distinctive Shapelets with Random Selection for Early Classification
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    Chapter 42 Butterfly-Based Higher-Order Clustering on Bipartite Networks
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    Chapter 43 Learning Dynamic Pricing Rules for Flight Tickets
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Title
Knowledge Science, Engineering and Management
Published by
Springer International Publishing, October 2020
DOI 10.1007/978-3-030-55130-8
ISBNs
978-3-03-055129-2, 978-3-03-055130-8
Editors

Li, Gang, Shen, Heng Tao, Yuan, Ye, Wang, Xiaoyang, Liu, Huawen, Zhao, Xiang

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