Application of Intelligent Systems in Multi-modal Information Analytics
Springer International Publishing (Verlag)
978-3-031-05236-1 (ISBN)
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.
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.
| Erscheinungsdatum | 12.05.2022 |
|---|---|
| Reihe/Serie | Lecture Notes on Data Engineering and Communications Technologies |
| Zusatzinfo | XXIII, 1058 p. 374 illus., 246 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1605 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Analytics Education • Artificial Intelligence • augmented intelligence • Big Data Analytics • Business Analytics • Data Science • Deep learning • Intelligent Systems • internet of things • machine learning • MMIA • MMIA2022 • Multi-modal Information Analytics • NLP and Sentiment Analytics • Predictive and Prescriptive Analytics • Social Media Analytics • Web Analytics |
| ISBN-10 | 3-031-05236-6 / 3031052366 |
| ISBN-13 | 978-3-031-05236-1 / 9783031052361 |
| Zustand | Neuware |
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