Handbook of Language Analysis in Psychology

Handbook of Language Analysis in Psychology
ISBN-10
1462550118
ISBN-13
9781462550111
Category
Social Science
Pages
630
Language
English
Published
2022-01-05
Publisher
Guilford Publications
Authors
Morteza Dehghani, Ryan L. Boyd

Description

Recent years have seen an explosion of interest in the use of computerized text analysis methods to address basic psychological questions. This comprehensive handbook brings together leading language analysis scholars to present foundational concepts and methods for investigating human thought, feeling, and behavior using language. Contributors work toward integrating psychological science and theory with natural language processing (NLP) and machine learning. Ethical issues in working with natural language datasets are discussed in depth. The volume showcases NLP-driven techniques and applications in areas including interpersonal relationships, personality, morality, deception, social biases, political psychology, psychopathology, and public health.

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