Knowledge Science, Engineering and Management 14th International Conference, KSEM 2021, Tokyo, Japan, August 14–16, 2021, Proceedings, Part II

Part II Knowledge Engineering Research and Applications (KERA).- Pretrain-Transfer Strategy.- English Cloze Test Based on BERT.- An Automatic Method for Understanding Political Polarization through Social Media.- An Improved Convolutional Neural Network Based on Noise Layer.- Syntactic Enhanced Projection Network for Few-shot Chinese Event Extraction.- A Framework of Data Augmentation While Active Learning for Chinese Named Entity Recognition.- Traffic Route Planning in Partially Observable Enviroment Using Actions Group Representation.- Bayesian belief network Model using Sematic Concept for Expert Finding.- Towards Solving the Winograd Schema Challenge: Model-Free, Model-Based and a Spectrum in Between.- The Novel Efficient Transformer for NLP.- Pretrain-Transfer Strategy.- English Cloze Test Based on BERT.- An Automatic Method for Understanding Political Polarization through Social Media.- An Improved Convolutional Neural Network Based on Noise Layer.- Syntactic Enhanced Projection Network for Few-shot Chinese Event Extraction.- A Framework of Data Augmentation While Active Learning for Chinese Named Entity Recognition.- Traffic Route Planning in Partially Observable Enviroment Using Actions Group Representation.- Bayesian belief network Model using Sematic Concept for Expert Finding.- Towards Solving the Winograd Schema Challenge: Model-Free, Model-Based and a Spectrum in Between.- The Novel Efficient Transformer for NLP.- Joint Entity and Relation Extraction for Long Text.- Evaluating dataset creation heuristics for concept detection in web pages using BERT.-Panoptic-DLA: Doucument Layout Analysis of Historical Newspapers Based on Proposal-Free Panoptic Segmentation Model.- Improving Answer Type Classification Quality Through Combined Question Answering Datasets.- FOBA: Flight Operation Behavior Analysis Based On Hierarchical Encoding.- An Event Detection Method Combining Temporal Dimension and Position Dimension.- Local Feature Normalization.- Combining Knowledge with Attention Neural Networks for Short Text Classification.- A Dialogue Contextual Flow Model for Utterance Intent Recognition in Multi-turn Online Conversation.- An Empirical Study on Effect of Semantic Measures in Cross-domain Recommender System in User Cold-start Scenario.- Community Enhanced Course Concept Recommendation in MOOCs with Multiple Entities.- AABC:ALBERT-BiLSTM-CRF combining with Adapters.- Q-learning with Fisher Score for Feature Selection of Large-scale Data Sets.- The Modularity of Inconsistent Knowledge Bases with Application to Measuring Inconsistency.- Collaborative Embedding for Knowledge Tracing.- Construction and Analysis of Cross-Regional Emergency Collaboration Network Model.- Residual gated recurrent unit-based stacked network for stock trend prediction from limit order book.- A Social Attribute Inferred Model Based on Spatio-Temporal Data.- Chinese Judicial Abstracting Based on Short Sentence Extraction and GPT-2.- Extracting Anomalous Pre-Earthquake Signatures from Swarm Satellite Data using EOF and PC analysis.- Hierarchical Multi-label Text Classification: Self-adaption Semantic Awareness Network Integrating Text Topic and Label Level Information.- Sememes-based Framework for Knowledge Graph Embedding with Comprehensive-Information.-  Domain-Specific Sentence Encoder for Intention Recognition in Large-Scale Shopping Platforms.- Chinese Event Detection Based on Event Ontology and Siamese Network.- Alzheimer’s Disease Prediction Using EfficientNet and Fastai.- Interval Occlusion Calculus with Size Information.- Adaptive Entity Alignment for Cross-lingual Knowledge Graph.-Similarity-Based Heterogeneous Graph Attention Network for Knowledge-Enhanced Recommendation.-  Accurate and robust RGB-D visual odometry based on point and line features.- Sentence Extraction-Based Machine Reading Comprehension for Vietnamese.-  Analyzing and Recommending Development Order based on Design ClassDiagram.- HCapsNet: A Text Classification Model Based On Hierarchical Capsule Network.- Sentence Matching With Deep Self-Attention and Co-Attention Features.- Not Only the Contextual Semantic Information ï¼A Deep Fusion Sentimental Analysis Model towards Extremely Short Comments.- A Label Noise Robust Cross-Modal Hashing Approach.- Acoustic Modeling for Indoor Spaces Using Ray-Tracing Method.- Learning path recommendation for MOOC platforms based on a knowledge graph.- Spy The Lie: Fraudulent Jobs Detection in Recruitment Domain using Knowledge Graphs.- Performance Evaluation of Multi-class Sentiment Classification using Deep Neural Network Models Optimised for Binary Classification.-Discovering Stable Ride-sharing Groups for Commuting Private Car using Spatio-temporal Semantic Similarity.- SA2SL: From Aspect-Based Sentiment Analysis to Social Listening System for Business Intelligence.