2022
DOI: 10.1002/ett.4574
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A systematic survey of data mining and big data in human behavior analysis: Current datasets and models

Abstract: In recent years, understanding human behavior has become one of the most important topics in the field of computer vision research. The reason for this growing attention is the wide range of applications that can benefit from the results of this field of research. The human behavior analysis (HBA) includes a wide range of research areas from the detection of human motion and action.Datasets created through actions and detection of human activities make it possible to compare different detection methods with th… Show more

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Cited by 3 publications
(3 citation statements)
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“…Through continuous practical validation, this process aims to gradually shape and enhance a new, adaptable, and operational human resource management system. Ding et al (2022) systematically investigated the application of data mining and big data in human behavior analysis. They think that the current data sets and models have potential in behavior identification, prediction, and intervention, but there are still some challenges and problems to be solved.…”
Section: Construction Of Competency Model Of Human Resource Managers ...mentioning
confidence: 99%
“…Through continuous practical validation, this process aims to gradually shape and enhance a new, adaptable, and operational human resource management system. Ding et al (2022) systematically investigated the application of data mining and big data in human behavior analysis. They think that the current data sets and models have potential in behavior identification, prediction, and intervention, but there are still some challenges and problems to be solved.…”
Section: Construction Of Competency Model Of Human Resource Managers ...mentioning
confidence: 99%
“…The user behavior analysis includes a wide range of research areas, e.g., the detection of user motion and action. Data mining and big data approaches can be utilized to construct user behavior model by analyzing the location related data [7]. In [8], the authors proposed an interpretable user behavior recognition framework that support movement pattern modelling of users.…”
Section: Related Work 21 Location Privacy Preserving Based On User Be...mentioning
confidence: 99%
“…) be the weight of the privacy protection for the target user at location L i . For any users, the location transfer matrix ∏ can be calculated by Formula (7).…”
Section: Location Transfer Matrixmentioning
confidence: 99%