Analysis of Human Behavior by Mining Textual Data: Current Research Topics and Analytical Techniques

 

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Analysis of Human Behavior by Pulling out Textual Data: Current Research Topics and Analytical Techniques

Abstract: The aim of this look at become to behavior a literature review of modern approaches and strategies for identifying, information, and predicting human behaviors thru mining an expansion of sources of textual facts with a focal point on enabling category of psychological behaviors concerning emotion, cognition, and social empathy. This assessment changed into performed using keyword searches in ISI Web of Science, Commerce Village Compendex, ProQuest Dissertations, and Google Scholar. Our findings show that, notwithstanding recent advancements in predicting human behaviors primarily based on unstructured textual statistics, sizeable trends in data analytics structures for identification, determination of interrelatedness, and prediction of human cognitive, emotional and social behaviors remain missing. Keywords: textual content mining; human conduct; sentiment analysis; physiological profiling

Abstract

1. Introduction

2. Method

three. Results

4. Discussion

four.1. Research Methods and Classification of Approaches and Techniques for Text Mining

4.2. Human Behavior

4.2.1. Emotional Category

four.2.2. Social Category

4.2.3. Cognition Category

four.2.4. Other Studies

five. Conclusions

Author Contributions

Funding

Institutional Review Board Statement

Informed Consent Statement

Data Availability Statement

Conflicts of Interest

References

Gutierrez, E.; Karwowski, W.; Fiok, K.; Davahli, M.R.; Liciaga, T.; Ahram, T. Analysis of Human Behavior via Mining Textual Data: Current Research Topics and Analytical Techniques. Symmetry 2021, 13, 1276. Https://doi.Org/10.3390/sym13071276

Gutierrez E, Karwowski W, Fiok K, Davahli MR, Liciaga T, Ahram T. Analysis of Human Behavior through Mining Textual Data: Current Research Topics and Analytical Techniques. Symmetry. 2021; 13(7):1276. Https://doi.Org/10.3390/sym13071276

Gutierrez, Edgar, Waldemar Karwowski, Krzysztof Fiok, Mohammad Reza Davahli, Tameika Liciaga, and Tareq Ahram. 2021. "Analysis of Human Behavior via Mining Textual Data: Current Research Topics and Analytical Techniques" Symmetry thirteen, no. 7: 1276. Https://doi.Org/10.3390/sym13071276

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