Human Activity Recognition and Behaviour Analysis For Cyber-Physical Systems in Smart Environments /

• Main Authors: Chen, Liming (Author, http://id.loc.gov/vocabulary/relators/aut), Nugent, Chris D. (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Pattern recognition.; Application software.; Computer communication systems.; Big data.; Input-output equipment (Computers).; Pattern Recognition.; Computer Appl. in Social and Behavioral Sciences.; Information Systems Applications (incl. Internet).; Computer Communication Networks.; Big Data/Analytics.; Input/Output and Data Communications.

The book first defines the problems, various concepts and notions related to activity recognition, and introduces the fundamental rationale and state-of-the-art methodologies and approaches. It then describes the use of artificial intelligence techniques and advanced knowledge technologies for the m...

Table of Contents:

• Chapter 1. Introduction
• Chapter 2. Sensor-based Activity Recognition Review
• Chapter 3. An Ontology-based Approach to Activity Recognition
• Chapter 4. A Hybrid Approach to Activity Modelling
• Chapter 5. Time-window based Data Segmentation
• Chapter 6. Semantic-based Sensor Data Segmentation
• Chapter 7. Composite Activity Recognition
• Chapter 8. Semantic Smart Homes: Towards a Knowledge-rich Smart Environment
• Chapter 9. Semantic Smart Homes: Situation-aware Assisted Living
• Chapter 10. Human Centred Cyber Physical Systems.