http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Handbook of language analysis in psychology
Machine generated contents note: 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, AimeÌ?e 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 & NairaÌ?n RamiÌ?rez-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 -- .
edited by Morteza Dehghani, Ryan L. Boyd.
Includes bibliographical references and index.
Natural language processing (Computer science)