Application of Intelligent Systems in Multi-modal Information Analytics

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.

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

Inhalt
The Development Strategy of Industrial and Commercial Information Management under Mobile Internet Technology.- Design of Intelligent Response System for Business English (Training) Based on Improved GLR Algorithm.- A Power Grid Digital Twin Application Based on Tower Networking Technology.- The Influence of Internet + and AI on Social Work.- Data Visualization Technology in Power Grid Planning and Government Affairs Based on Association Rules Algorithm.- Artificial Intelligence Signal Processing Technology in Civil Aviation Electronic Information Engineering.- Tracking Algorithm of Leisure Mountaineering Based on Hadoop.- Application of Mean Clustering Algorithm in the Dynamic Simulation Design of Outdoor Leisure Facilities.- Illustration Art Design System Based on VR Virtual Reality Technology.- Big Data Technology and Risk Assessment of Small and Micro Enterprise Loans.- Distributed Hybrid Recommendation Algorithm in News Dissemination Innovation System.- Social Network Comment Public Opinion Monitoring and Consumer Behavior Prediction Algorithm Based on Big Data.- The Impact of Digital Transformation of Power Grid Enterprises on Business Value Model.- Prediction of Physical Properties of Water Molecular Force Field Based on Recurrent Neural Network.- Collaborative Decision Model and Information System of Logistics Value Chain Based on Deep Learning.- Data Analysis of Human Resource Performance Appraisal Based on Intelligent Attendance Web Platform.- Archives Cultural and Creative Cloud Service System Based on VR Virtual Reality Technology.- Implementation of a Comprehensive Service Platform for Cross-border E-commerce Based on Java.<p