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Author:   Morteza Dehghani ,  Ryan L. Boyd
Publisher:   Guilford Publications
Imprint:   Guilford Press
Weight:   1.220kg
ISBN:  

9781462548439

ISBN 10:   1462548431
Pages:   630
Publication Date:   11 March 2022
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   In stock  
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Table of Contents

I. Introduction and Methods 1. Text Analysis for Psychology: Methods, Principles, and Practices, Brendan Kennedy, Ashwini Ashokkumar, Ryan L. Boyd, & Morteza Dehghani II. Dyadic Synchrony/Psychological Coordination in Conversations 2. Language Coordination in Writing and Conversation, Molly E. Ireland & Taleen Nalabandian 3. Language in Close Relationships, Andrea B. Horn & Tabea Meier 4. Harnessing a Language Analysis Perspective to Uncover Emergent Group Processes, Aimée A. Kane & Lyn M. van Swol 5. Cooperation, Interaction, Search: Computational Approaches to the Psychology of Asking and Answering Questions, Christina M. Boyce-Jacino & Simon DeDeo III. Political Psychology 6. Language Analysis in Political Psychology, Kayla N. Jordan 7. Automated Integrative Complexity: Language Analysis Tools for Psychological Research, Shannon C. Houck, Lucian Gideon Conway, III, & Alivia Zubrod 8. Text as Data in Political Psychology, Martijn Schoonvelde, Christian Pipal, & Gijs Schumacher IV. Morality 9. Language Analysis in Moral Psychology, Mohammad Atari & Morteza Dehghani 10. Morality in Politics, Sze Yuh Nina Wang & Yoel Inbar 11. Morality in Language, Cristina Leone & Laura Niemi V. Deception/Lying 12. Motivation for Deception, Paul J. Taylor, Grace McKenzie, & Ben Marshall 13. Lies and Language: A Context-Contingent Approach to Verbal Cues of Deceit, David M. Markowitz & Jeffrey T. Hancock 14. Deception and Its Detection, Judee K. Burgoon, Norah E. Dunbar, & Lee A. Spitzley VI. Personality and Individual Differences 15. Investigating Individual Differences in Metaphor Use and Its Outcomes: Research Questions, Measurement, and Findings, Adam K. Fetterman, Katherine French, & Brian P. Meier 16. The Quantum Self: Examining Methodologies to Understand How Language Impacts Bilinguals’ Dual Selves, Shu Jiang & Nairán Ramírez-Esparza 17. Personality Disorder and Verbal Behavior, Charlotte Entwistle, Ely Marceau, & Ryan L. Boyd VII. Affect/Sentiment 18. Behavioral Machine Intelligence with Language, Nikolaos Malandrakis, Victor Martinez, Anil Ramakrishna, Manoj Kumar, Karan Singla, Md Nasir, & Shrikanth Narayanan 19. Theory-Driven Measurement of Emotion (Expressions) in Social Media Text, William J. Brady, Killian McLoughlin, & M. J. Crockett 20. Identifying and Understanding the Targets of Sentiment Analysis, Charles Welch, Mahmoud Azab, & Rada Mihalcea VIII. Public Health and Well-Being 21. The Language of Environmentalism: Harnessing Social Media Data in the Face of Environmental Uncertainty, Sonya Sachdeva 22. The Language of Mindfulness: Studying Contemplative Experience through Natural Language, Angelina J. Polsinelli, Deanna M. Kaplan, & Matthias R. Mehl IX. Judgment/Biases 23. Knowledge, Cognition, and Everyday Judgment: An Introduction to the Distributed Semantics Approach, Russell Richie & Sudeep Bhatia 24. Sociolinguistic Properties of Word Embeddings, Alina Arseniev-Koehler & Jacob G. Foster 25. Social Biases in Word Embeddings and Their Relation to Human Cognition, Aylin Caliskan & Molly Lewis 26. Word Embeddings Reveal Social Group Attitudes and Stereotypes in Large Language Corpora, Tessa E. S. Charlesworth & Mahzarin R. Banaji X. Ethical Guidelines 27. Ethical Pitfalls for Natural Language Processing in Psychology, Mark Alfano, Emily Sullivan, & Amir Ebrahimi Fard 28. Ethical Issues in Text Mining for Mental Health, Joshua August Skorburg & Phoebe Friesen XI. Looking to the Horizon 29. Intergrouping and Aging Matters Textually, Howard Giles & Joseph B. Walther 30. Text and Discourse with Humans and Computers, Arthur C. Graesser & Leah C. Windsor 31. Computer-Based Language Analysis as a Paradigm Shift, James W. Pennebaker Author Index Subject Index

Reviews

Language provides a richer, more detailed window into the human experience than any other source of data, and large-scale computational techniques have created unprecedented opportunities in the study of human psychology. This volume provides a comprehensive examination of language analysis methods and how they are being used across an astonishing range of psychological research. It will be highly valuable to students and scholars in psychology who are seeking a relevant, up-to-date overview of text analysis methods. Conversely, this book also represents an invitation to computational folks to better understand the nature of psychological research questions and the ways that their text analysis expertise can help advance understanding of what makes people tick. --Philip Resnik, PhD, Department of Linguistics and Institute for Advanced Computer Studies, University of Maryland, College Park The accelerating growth of new computational methods, theories, and applications in language analysis opens up exciting possibilities for researchers, but it can also be daunting if you are entering the field or trying to keep up to speed. But never fear! Dehghani and Boyd have brought together a formidable crew of experts to create an accessible guide to the latest developments in language analysis. This book is an ideal text for a graduate course, and can serve as a reference and source of inspiration for researchers. --Sanjay Srivastava, PhD, Department of Psychology, University of Oregon-

"""Language provides a richer, more detailed window into the human experience than any other source of data, and large-scale computational techniques have created unprecedented opportunities in the study of human psychology. This volume provides a comprehensive examination of language analysis methods and how they are being used across an astonishing range of psychological research. It will be highly valuable to students and scholars in psychology who are seeking a relevant, up-to-date overview of text analysis methods. Conversely, this book also represents an invitation to computational folks to better understand the nature of psychological research questions and the ways that their text analysis expertise can help advance understanding of what makes people tick.""--Philip Resnik, PhD, Department of Linguistics and Institute for Advanced Computer Studies, University of Maryland, College Park ""The accelerating growth of new computational methods, theories, and applications in language analysis opens up exciting possibilities for researchers, but it can also be daunting if you are entering the field or trying to keep up to speed. But never fear! Dehghani and Boyd have brought together a formidable crew of experts to create an accessible guide to the latest developments in language analysis. This book is an ideal text for a graduate course, and can serve as a reference and source of inspiration for researchers.""--Sanjay Srivastava, PhD, Department of Psychology, University of Oregon ""This handbook assembles many of the best researchers who quantitatively analyze language to better understand people. The coverage is impressively broad, from personality to politics, from conversations and deception to the language of affect and morality. The methods used are equally broad, from the use of classical lexica to modern vector embedding methods. This book is ideal for a graduate seminar in psychology or related fields on the ways in which language analysis is yielding insights into human thought, behavior, and communication.""--Lyle Ungar, PhD, Department of Computer and Information Science, University of Pennsylvania-Highly recommended. Graduate students, faculty, and professionals.--Choice Reviews, 4/1/2023"

Author Information

Morteza Dehghani, PhD, is Associate Professor of Psychology and Computer Science and a member of the faculty of the Brain and Creativity Institute at the University of Southern California. Dr. Dehghani's research relies on machine learning and natural language processing to explore cognitive and psychological traces in artifacts of social discourse. Specifically, he investigates properties of moral cognition by analyzing language in conjunction with behavioral studies. Dr. Dehghani is a recipient of a CAREER Award from the National Science Foundation and a Young Investigator Award from the Air Force Office of Scientific Research. Ryan L. Boyd, PhD, is Assistant Professor of Behavioral Analytics at Lancaster University in the United Kingdom, holding shared appointments in the Department of Psychology, Security Lancaster, and the Data Science Institute. His research interests broadly revolve around how our motives are revealed in language--that is, how our everyday words provide clues to why we think, feel, and behave in the ways that we do. Dr. Boyd’s research spans topics ranging from personality to society, mental health, human sexuality, and storytelling. He has authored dozens of free, open-source text analysis programs for social scientists, and he has been involved in the development of Linguistic Inquiry and Word Count since 2015. Dr. Boyd is on the editorial boards at PLOS ONE and Frontiers in Artificial Intelligence: Language and Computation, and is a member of the advisory board for Psychology of Language and Communication.

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