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“The Man Who Wasn’t There” A Systematic Literature Review on Human Behaviour Profiling.

Authors :
de Oliveira, Elizabeth Real
Rodrigues, Pedro
Saraiva, Ana
Source :
Proceedings of the European Conference on Knowledge Management. 2020, p648-667. 20p.
Publication Year :
2020

Abstract

The main purpose of this research paper is to understand how artificial intelligence and machine learning applied to human behaviour has been treated, both theoretically and empirically, over the last twenty years, regarding predictive analytics and human profiling within organizational contexts. In order to achieve this goal, the authors performed a systematic literature review, as proposed by Tranfield, Denyer and Smart (2003), on selected databases and followed the PRISMA framework (Preferred Reporting Items for Systematic reviews and Meta-Analyses). The method is particularly suited for assessing emerging trends within multiple disciplines and therefore deemed the most suitable method for the purposes of this paper, which intents to survey and select papers according to their contribute towards theory building. By mapping what is known, this review will lay the groundwork, providing a timely insight into the current state of research on human behaviour profiling and its applications within organizational contexts. A total of 17795 papers resulted from the application of the research equations. The papers’ abstracts were screened according to the inclusion / exclusion criterions which resulted in 199 papers for analysis. This review showed that 60% of the research undertaken in the field has been done in the last three and a half years and there is no prominent author or academic journal, showing the emergence and the novelty of this research. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20488963
Database :
Academic Search Index
Journal :
Proceedings of the European Conference on Knowledge Management
Publication Type :
Conference
Accession number :
147652358
Full Text :
https://doi.org/10.34190/EKM.20.222