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Knowledge and Systems Sciences

21st International Symposium, KSS 2022, Beijing, China, June 11–12, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Jian Chen

    1. Tsinghua University, Beijing, China

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  2. Takashi Hashimoto

    1. Japan Advanced Institute of Science and Technology, Nomi, Japan

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  3. Xijin Tang

    1. CAS Academy of Mathematics and Systems Science, Beijing, China

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  4. Jiangning Wu

    1. Dalian University of Technology, Dalian, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1592)

Included in the following conference series:

Conference proceedings info: KSS 2022.

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Table of contents (17 papers)

  1. Front Matter

    Pages i-xvi
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  2. Data Mining and Machine Learning

    1. Front Matter

      Pages 1-1
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    2. PM2.5 Spatial-Temporal Long Series Forecasting Based on Deep Learning and EMD

      • Qiang Zhang, Guangfei Yang, Erbiao Yuan
      Pages 3-19

    3. BugCat: A Novel Approach to Bug Number Categorization with Multi-modal Time Series Learning

      • Wen Zhang, Rui Li, Jiangpeng Zhao, Rui Peng, Yongwu Li, Jindong Chen
      Pages 20-33

    4. Metaheuristic Enhancement with Identified Elite Genes by Machine Learning

      • Zhenghan Nan, Xiao Wang, Omar Dib
      Pages 34-49

    5. An End-to-end Weakly-supervised News Aggregation Framework

      • Xiaohui Huang, Xijin Tang
      Pages 50-64

    6. Exploring the Asymmetric Effects of Perceived Quality on Product Evaluation: A Study of Automobile Review

      • Tong Yang, Yanzhong Dang, Jiangning Wu
      Pages 65-80

  3. Model-Based Systems Engineering

    1. Front Matter

      Pages 81-81
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    2. Semantic Modeling Supporting Discrete Event Simulation for Aircraft Assembly Process

      • Xiaodu Hu, Jinzhi Lu, Xiaochen Zheng, Rebeca Arista, Jyri Sorvari, Joachim Lentes et al.
      Pages 83-98

    3. A Unified Model-Based Systems Engineering Framework Supporting System Design Platform Based on Data Exchange Mechanisms

      • Yuqiang Guo, Jingbiao Wei, Guoding Chen, Shiyan She
      Pages 99-112

    4. 3D Visualization Supporting Situational Awareness of Model-Based System of Systems

      • Yuqian Cao, Boyu Xie, Jian Wang, Xiaochen Zheng, Jinzhi Lu
      Pages 113-127

    5. HRSE: Reframing the Human Resource Management with MBSE

      • Yuejie Wen, Li Wen, Zhaocai Zhang, Shan Gao, Yapeng Li
      Pages 128-138

  4. Complex Systems Modeling and Knowledge Technologies

    1. Front Matter

      Pages 139-139
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    2. Knowledge Technology and Systems - Definition and Challenges

      • Yoshiteru Nakamori
      Pages 141-148

    3. Hierarchical Storyline Generation Based on Event-centric Temporal Knowledge Graph

      • Zhihua Yan, Xijin Tang
      Pages 149-159

    4. Research on Construction Method of SoS Architecture Knowledge Graph

      • Yue Zhang, Minghao Li, Xingliang Wang, Yajie Dou, Bingfeng Ge, Jiang Jiang
      Pages 160-172

    5. Intelligent Modeling Framework for System of Systems Architecture Based on Knowledge Graph

      • Yue Zhang, Minghao Li, Xingliang Wang, Yajie Dou, Bingfeng Ge, Jiang Jiang
      Pages 173-185

    6. Introducing Trigger Evolutionary Graph and Event Segment for Event Prediction

      • Yaru Zhang, Xijin Tang
      Pages 186-201

    7. Aspect Based Fine-Grained Sentiment Analysis for Public Policy Opinion Mining

      • Yueming Zhao, Ying Li, Yijun Liu, Qianqian Li
      Pages 202-217

    8. Estimation of Network Efficiency Based on Sampling

      • Hongyu Dong, Haoxiang Xia
      Pages 218-225
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  1. Knowledge and Systems Sciences

Keywords

About this book

This book constitutes the refereed proceedings of the 21st International Symposium on Knowledge and Systems Sciences, KSS 2022, held in Beijing, China, in June 2022.

The 14 revised full papers and 3 short paper presented were carefully reviewed and selected from 51 submissions. The papers are organized in topical secions on ​data mining and machine learning; model-based systems engineering; complex systems modeling and knowledge technologies.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Jian Chen

  • Japan Advanced Institute of Science and Technology, Nomi, Japan

    Takashi Hashimoto

  • CAS Academy of Mathematics and Systems Science, Beijing, China

    Xijin Tang

  • Dalian University of Technology, Dalian, China

    Jiangning Wu

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