Volume 85
Lecture Notes on Data Engineering and Communications Technologies
Series Editor
Fatos Xhafa
Technical University of Catalonia, Barcelona, Spain
The aim of the book series is to present cutting edge engineering approaches to data technologies and communications. It will publish latest advances on the engineering task of building and deploying distributed, scalable and reliable data infrastructures and communication systems.
The series will have a prominent applied focus on data technologies and communications with aim to promote the bridging from fundamental research on data science and networking to data engineering and communications that lead to industry products, business knowledge and standardisation.
Indexed by SCOPUS, INSPEC, EI Compendex.
All books published in the series are submitted for consideration in Web of Science.
More information about this series at http://www.springer.com/series/15362
Editors
Bernard J. Jansen , Haibo Liang and Jun Ye
International Conference on Cognitive based Information Processing and Applications (CIPA 2021)
Volume 2
1st ed. 2022
Logo of the publisher
Editors
Bernard J. Jansen
Qatar Computing Research Institute, Doha, Qatar
Haibo Liang
School of Mechanical Engineering, Southwest Petroleum University, Chengdu, China
Jun Ye
Hainan University, Haikou, China
ISSN 2367-4512 e-ISSN 2367-4520
Lecture Notes on Data Engineering and Communications Technologies
ISBN 978-981-16-5853-2 e-ISBN 978-981-16-5854-9
https://doi.org/10.1007/978-981-16-5854-9
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022
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Foreword
Cognition has emerged as a new and promising methodology with the development of cognitive-inspired computing, cognitive-inspired interaction, and systems that enable a large class of applications and has developed a great potential to change our life. However, recent advances in artificial intelligence (AI), fog computing, big data, and cognitive computational theory show that multidisciplinary cognitive-inspired computing still struggles with fundamental, long-standing problems, such as computational models and decision-making mechanisms based on the neurobiological processes of the brain, cognitive sciences, and psychology. How to enhance human cognitive performance with machine learning, common sense, natural language processing, etc., is worth exploring.
2021 International Conference on Cognitive-based Information Processing and Applications includes data mining, intelligent computing, deep learning, and all other theories, models, techniques related to artificial intelligence.
The purpose of CIPA2021 is to provide a forum for the presentation and discussion of innovative ideas, cutting-edge research results, and novel techniques, methods, and applications on all aspects of technology and intelligence in intelligent computing.
At least two independent experts reviewed each paper. The conference would not have been a reality without the contributions of the authors. We sincerely thank all the authors for their valuable contributions. We would like to express our appreciation to all Program Committee members for their valuable efforts in the review process that helped us guarantee the highest quality of the selected papers for the conference.
We would like to express our thanks for the strong support of the Publication Chairs, Organizing Chairs, Program Committee members, and all volunteers.
Our special thanks are also due to the editors of the Springer book series Advances in Intelligent Systems and Computing, Ramesh Nath Premnath and Karthik Raj Selvaraj, for their assistance throughout the publication process.
Bernard J. Jansen
Haibo Liang
Jun Ye
Welcome Message
Cognition has emerged as a new and promising methodology with the development of cognitive-inspired computing, cognitive-inspired interaction, and systems, which can enable a large class of applications and has great potential to change our lives. However, recent advances in artificial intelligence (AI), fog computing, big data, and cognitive computational theory show that multidisciplinary cognitive-inspired computing still struggles with fundamental, long-standing problems, such as computational models and decision-making mechanisms based on the neurobiological processes of the brain, cognitive sciences, and psychology. How to enhance human cognitive performance with machine learning, common sense, natural language processing, etc., is worth exploring.
2021 International Conference on Cognitive-based Information Processing and Applications includes precision mining, intelligent computing, deep learning, and all other theories, models, techniques related to artificial intelligence. The purpose of CIPA2021 is to provide a forum for the presentation and discussion of innovative ideas, cutting-edge research results, and novel techniques, methods, and applications on all aspects of technology and intelligence in intelligent computing.
At least two independent experts reviewed each paper. The conference would not have been a reality without the contributions of the authors. We sincerely thank all the authors for their valuable contributions. We would like to express our appreciation to all Program Committee members for their valuable efforts in the review process that helped us guarantee the highest quality of the selected papers for the conference.
We want to express our thanks for the strong support of the General Chairs, Publication Chairs, Organizing Chairs, Program Committee members, and all volunteers.