Editors:
- Presents recent research on intelligent systems in multi-modal information analytics
- Includes selected papers presented at the 2020 International Conference on Multi-modal Information Analytics (MMIA 2020) held in Changzhou, China, on March 5–6, 2020
- Written by experts in the field
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1233)
Conference series link(s): MMIA: International Conference on Application of Intelligent Systems in Multi-modal Information Analytics
Conference proceedings info: MMIA 2020.
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Table of contents (113 papers)
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Front Matter
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Part I: Multi-modal Informatics for Business and Management Applications
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Front Matter
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Other Volumes
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Application of Intelligent Systems in Multi-modal Information Analytics
About this book
This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a number of broad themes, including data mining, multi-modal informatics, 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; multi-modal application management; and web/social media mining for multi-modal 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.
Keywords
- Intelligent Systems
- Artificial Intelligence
- Multi-modal Information Analytics
- Machine Learning
- Augmented Intelligence
- Business Analytics
- Web Analytics
- Big Data Analytics
- Predictive and Prescriptive Analytics
- Data Science
- Analytics Education
- Web Analytics
- Social Media Analytics
- NLP and Sentiment Analytics
- Deep Learning
- Internet of Things
- MMIA
- MMIA2020
Editors and Affiliations
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Department of Decision and Information Sciences, and Center for Data Science and Big Data Analytics, Oakland University, School of Business Administration, Rochester, USA
Vijayan Sugumaran
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Shanghai University of Medicine and Health Sciences, Shanghai, China
Zheng Xu
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Department of Informatics, University of Leicester, Leicester, UK
Huiyu Zhou
Bibliographic Information
Book Title: Application of Intelligent Systems in Multi-modal Information Analytics
Book Subtitle: Proceedings of the 2020 International Conference on Multi-model Information Analytics (MMIA2020), Volume 1
Editors: Vijayan Sugumaran, Zheng Xu, Huiyu Zhou
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-3-030-51431-0
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-51430-3Published: 24 July 2020
eBook ISBN: 978-3-030-51431-0Published: 23 July 2020
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XXXVI, 791
Number of Illustrations: 80 b/w illustrations, 151 illustrations in colour