Handbook of Language Analysis in Psychology
Ryan L. Boyd (Hrsg.), Morteza Dehghani (Hrsg.)
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Geisteswissenschaften, Kunst, Musik / Psychologie
Beschreibung
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 data sets 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.
Kundenbewertungen
statistical, data mining, textual data, James Pennebaker, analyzing texts, research methods, interpersonal communication, social psychology, machine learning, natural language processing, quantitative, computerized text analysis, computational linguistics, artificial intelligence, psychology of language