Knowledge Science, Engineering and Management -

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Résumé :
This three-volume set constitutes the refereed proceedings of the 14th International Conference on Knowledge Science, Engineering and Management, KSEM 2021, held in Tokyo, Japan, in August 2021. The 164 revised full papers were carefully reviewed and selected from 492 submissions. The contributions are organized in the following topical sections: knowledge science with learning and AI; knowledge engineering research and applications; knowledge management with optimization and security.

Biographie:
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.- ...

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