Titlebook: Human Behavior Analysis: Sensing and Understanding; Zhiwen Yu,Zhu Wang Book 2020 Springer Nature Singapore Pte Ltd. 2020 Human Behavior/Ac

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Individual Behavior Recognition,uss how to recognize human behaviors by using smartphones in Sections . and . (i.e., human-computer operation recognition and human localization), followed by two device-free sensing-based behavior analysis practices in Sections . and . (i.e., human identity recognition and respiration detection).

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Open Issues and Emerging Trends, the data, as well as the models and evaluations, respectively. Afterwards, we present some emerging trends and directions, with hoped-for potential breakthroughs promising advanced human behavior sensing and understanding models and techniques.

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Main Steps of Human Behavior Sensing and Understanding, behaviors from sensor data. For each individual task, a number of methods, technologies, and tools are available for use. It is often the case that the selection of a method used for one task is dependent on the method of another task. We present the comprehensive methods used for each of these steps in the following sections.

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Group Behavior Recognition,ction patterns in smart spaces in Sects. . and .. Finally, we discuss how we can organize, suggest, or predict group activities by leveraging the power of mobile crowdsensing and mobile social networking in Sects. . and ..

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Introduction,eraction and public security. It aims to understand what people are doing by sensing and recognizing their activities and their environments. However, accurate detection and recognition of human behavior is still a big challenge that attracts a lot of research efforts. In this chapter, we aim to pre

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Main Steps of Human Behavior Sensing and Understanding,oose appropriate sensors to monitor and capture a user’s behavior along with the state change of the environment; (2) to collect, store, and process collected information through data analysis techniques and/or knowledge representation formalisms at appropriate levels of abstraction; (3) to extract