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Application of Intelligent Systems in Multi-modal Information Analytics

The 4th International Conference on Multi-modal Information Analytics (ICMMIA 2022), Volume 1

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Vijayan Sugumaran

    1. School of Business Administration, Oakland University, Rochester, USA

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  2. A. G. Sreedevi

    1. Amrita School of Engineering, Chennai, India

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  3. Zheng Xu

    1. Shanghai Polytechnic University, Shanghai, China

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  • Presents recent research on intelligent systems in multi-modal information analytics
  • Provides proceedings of the 4th International Conference on Multi-modal Information Analytics (MMIA 2022)
  • Written by experts in the field

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 136)

Included in the following conference series:

Conference proceedings info: ICMMIA 2022.

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About this book

This book provides comprehensive coverage of the latest advances and trends in information technology, science, and engineering. Specifically, it addresses a number of broad themes, including multimodal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multimodal application management; and web/social media mining for multimodal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers, and professionals and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 4th International Conference on Multi-modal Information Analytics, held online, on April 23, 2022.

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Table of contents (130 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. Multi-modal Informatics for Business and Management Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. The Development Strategy of Industrial and Commercial Information Management Under Mobile Internet Technology

      • Xi Zhou
      Pages 3-10

    3. Design of Intelligent Response System for Business English (Training) Based on Improved GLR Algorithm

      • Ying Lian
      Pages 11-18

    4. Distributed Hybrid Recommendation Algorithm in News Dissemination Innovation System

      • Yan Liu
      Pages 19-25

    5. The Impact of Digital Transformation of Power Grid Enterprises on Business Value Model

      • Mingxia Zhu, Zhenjian Xie, Zhe Wang
      Pages 26-33

    6. Implementation of a Comprehensive Service Platform for Cross-Border E-commerce Based on Java

      • Jiang Yu
      Pages 34-42

    7. A Survey on Authentication Issues for the Internet of Things

      • Rongchun Wu
      Pages 43-51

    8. Social Media Multi-modal Processing Mode for Emergency

      • Jing Lin
      Pages 52-58

    9. Constructing System Based on C2C E-Commerce Website Credit Evaluation Model

      • Kai Liu
      Pages 59-66

    10. Intelligent Algorithms for Automatic Classification of Innovation and Entrepreneurship Resources Based on Blockchain Technology

      • Li Tang
      Pages 67-74

    11. Construction of Financial Early Warning Model Based on Machine Learning Technology

      • Meijie Du, Baifang Liu, Haoyun Zhou
      Pages 75-83

    12. Optimization of Human Resource Management System Based on Clustering Algorithm

      • Dan Li
      Pages 84-91

    13. Financial Risk Propagation Model Under Network Technology

      • Mingyuan Ma
      Pages 92-99

    14. Risk Prediction of Corporate Earnings Manipulation Based on Random Forest Model

      • Ruixiang Xue, Hua Ding
      Pages 100-107

    15. Price Prediction Analysis of Carbon Finance Market Based on QPSO-LSSVM Algorithm

      • Fengge Yao, Jiayi Yu
      Pages 108-116

    16. Based on the LSTM-GA Stock Price Ups and Downs Forecast Model

      • Huameige Jia
      Pages 117-124

    17. Forecast Models of International Trade Relations Based on Association Rules Algorithms

      • Yudong Wang
      Pages 125-132

    18. Understanding the Evolution Law of E-Commerce Logistics Driven by Digitalization

      • Chenyang Wang, Wenping Luo, Benjamin Ohene Kwapong Baffoe
      Pages 133-139

    19. Influence of Content Marketing on Consumer Brand Behavior in the Era of Big Data

      • Tongbiao Li
      Pages 140-149
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Other volumes

  1. Application of Intelligent Systems in Multi-modal Information Analytics

  2. Application of Intelligent Systems in Multi-modal Information Analytics

Editors and Affiliations

  • School of Business Administration, Oakland University, Rochester, USA

    Vijayan Sugumaran

  • Amrita School of Engineering, Chennai, India

    A. G. Sreedevi

  • Shanghai Polytechnic University, Shanghai, China

    Zheng Xu

Bibliographic Information

  • Book Title: Application of Intelligent Systems in Multi-modal Information Analytics

  • Book Subtitle: The 4th International Conference on Multi-modal Information Analytics (ICMMIA 2022), Volume 1

  • Editors: Vijayan Sugumaran, A. G. Sreedevi, Zheng Xu

  • Series Title: Lecture Notes on Data Engineering and Communications Technologies

  • DOI: https://doi.org/10.1007/978-3-031-05237-8

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-05236-1Published: 08 May 2022

  • eBook ISBN: 978-3-031-05237-8Published: 07 May 2022

  • Series ISSN: 2367-4512

  • Series E-ISSN: 2367-4520

  • Edition Number: 1

  • Number of Pages: XXIII, 1058

  • Number of Illustrations: 128 b/w illustrations, 246 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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