Computational Personality Analysis

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Author :
Publisher : Springer
ISBN 13 : 3319424602
Total Pages : 120 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Computational Personality Analysis by : Yair Neuman

Download or read book Computational Personality Analysis written by Yair Neuman and published by Springer. This book was released on 2016-08-30 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of intelligent technologies, sophisticated natural language processing methodologies and huge textual repositories, invites a new approach for the challenge of automatically identifying personality dimensions through the analysis of textual data. This short book aims to (1) introduce the challenge of computational personality analysis, (2) present a unique approach to personality analysis and (3) illustrate this approach through case studies and worked-out examples. This book is of special relevance to psychologists, especially those interested in the new insights offered by new computational and data-intensive tools, and to computational social scientists interested in human personality and language processing.

Computational Social Psychology

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Publisher : Routledge
ISBN 13 : 1351701673
Total Pages : 694 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Computational Social Psychology by : Robin R. Vallacher

Download or read book Computational Social Psychology written by Robin R. Vallacher and published by Routledge. This book was released on 2017-05-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Social Psychology showcases a new approach to social psychology that enables theorists and researchers to specify social psychological processes in terms of formal rules that can be implemented and tested using the power of high speed computing technology and sophisticated software. This approach allows for previously infeasible investigations of the multi-dimensional nature of human experience as it unfolds in accordance with different temporal patterns on different timescales. In effect, the computational approach represents a rediscovery of the themes and ambitions that launched the field over a century ago. The book brings together social psychologists with varying topical interests who are taking the lead in this redirection of the field. Many present formal models that are implemented in computer simulations to test basic assumptions and investigate the emergence of higher-order properties; others develop models to fit the real-time evolution of people’s inner states, overt behavior, and social interactions. Collectively, the contributions illustrate how the methods and tools of the computational approach can investigate, and transform, the diverse landscape of social psychology.

Character Computing

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Publisher : Springer Nature
ISBN 13 : 303015954X
Total Pages : 173 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Character Computing by : Alia El Bolock

Download or read book Character Computing written by Alia El Bolock and published by Springer Nature. This book was released on 2020-01-01 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book gives an introduction into the theory and practice of the transdisciplinary field of Character Computing, introduced by Alia El Bolock. The latest scientific findings indicate that “One size DOES NOT fit all” in terms of how to design interactive systems and predict behavior to tailor the interaction experience. Emotions are one of the essential factors that influence people’s daily experiences; they influence decision making and how different emotions are interpreted by different individuals. For example, some people may perform better under stress and others may break. Building upon Rosalind Picard’s vision, if we want computers to be genuinely intelligent and to interact naturally with us, we must give computers the ability to recognize, understand, even to have and express emotions and how different characters perceive and react to these emotions, hence having richer and truly tailored interaction experiences. Psychological processes or personality traits are embedded in the existing fields of Affective and Personality Computing. However, this book is the first that systematically addresses this including the whole human character; namely our stable personality traits, our variable affective, cognitive and motivational states as well as our morals, beliefs and socio-cultural embedding. The book gives an introduction into the theory and practice of the transdisciplinary field of Character Computing. The emerging field leverages Computer Science and Psychology to extend technology to include the whole character of humans and thus paves the way for researchers to truly place humans at the center of any technological development. Character Computing is presented from three main perspectives: ● Profiling and sensing the character ● Leveraging characters to build ubiquitous character-aware systems ● Investigating how to extend Artificial Intelligence to create artificial characters

The Cambridge Handbook of Computational Psychology

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Publisher : Cambridge University Press
ISBN 13 : 0521674107
Total Pages : 767 pages
Book Rating : 4.5/5 (216 download)

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Book Synopsis The Cambridge Handbook of Computational Psychology by : Ron Sun

Download or read book The Cambridge Handbook of Computational Psychology written by Ron Sun and published by Cambridge University Press. This book was released on 2008-04-28 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.

Computational Psychiatry

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Publisher : MIT Press
ISBN 13 : 0262035421
Total Pages : 425 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Computational Psychiatry by : A. David Redish

Download or read book Computational Psychiatry written by A. David Redish and published by MIT Press. This book was released on 2016-12-09 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychiatrists and neuroscientists discuss the potential of computational approaches to address problems in psychiatry including diagnosis, treatment, and integration with neurobiology. Modern psychiatry is at a crossroads, as it attempts to balance neurological analysis with psychological assessment. Computational neuroscience offers a new lens through which to view such thorny issues as diagnosis, treatment, and integration with neurobiology. In this volume, psychiatrists and theoretical and computational neuroscientists consider the potential of computational approaches to psychiatric issues. This unique collaboration yields surprising results, innovative synergies, and novel open questions. The contributors consider mechanisms of psychiatric disorders, the use of computation and imaging to model psychiatric disorders, ways that computation can inform psychiatric nosology, and specific applications of the computational approach. Contributors Susanne E. Ahmari, Huda Akil, Deanna M. Barch, Matthew Botvinick, Michael Breakspear, Cameron S. Carter, Matthew V. Chafee, Sophie Denève, Daniel Durstewitz, Michael B. First, Shelly B. Flagel, Michael J. Frank, Karl J. Friston, Joshua A. Gordon, Katia M. Harlé, Crane Huang, Quentin J. M. Huys, Peter W. Kalivas, John H. Krystal, Zeb Kurth-Nelson, Angus W. MacDonald III, Tiago V. Maia, Robert C. Malenka, Sanjay J. Mathew, Christoph Mathys, P. Read Montague, Rosalyn Moran, Theoden I. Netoff, Yael Niv, John P. O'Doherty, Wolfgang M. Pauli, Martin P. Paulus, Frederike Petzschner, Daniel S. Pine, A. David Redish, Kerry Ressler, Katharina Schmack, Jordan W. Smoller, Klaas Enno Stephan, Anita Thapar, Heike Tost, Nelson Totah, Jennifer L. Zick

Principal Component Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 1475719043
Total Pages : 283 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Principal Component Analysis by : I.T. Jolliffe

Download or read book Principal Component Analysis written by I.T. Jolliffe and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principal component analysis is probably the oldest and best known of the It was first introduced by Pearson (1901), techniques ofmultivariate analysis. and developed independently by Hotelling (1933). Like many multivariate methods, it was not widely used until the advent of electronic computers, but it is now weIl entrenched in virtually every statistical computer package. The central idea of principal component analysis is to reduce the dimen sionality of a data set in which there are a large number of interrelated variables, while retaining as much as possible of the variation present in the data set. This reduction is achieved by transforming to a new set of variables, the principal components, which are uncorrelated, and which are ordered so that the first few retain most of the variation present in all of the original variables. Computation of the principal components reduces to the solution of an eigenvalue-eigenvector problem for a positive-semidefinite symmetrie matrix. Thus, the definition and computation of principal components are straightforward but, as will be seen, this apparently simple technique has a wide variety of different applications, as weIl as a number of different deri vations. Any feelings that principal component analysis is a narrow subject should soon be dispelled by the present book; indeed some quite broad topics which are related to principal component analysis receive no more than a brief mention in the final two chapters.

The Oxford Handbook of Psychological Situations

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Publisher : Oxford University Press
ISBN 13 : 0190263350
Total Pages : 632 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis The Oxford Handbook of Psychological Situations by : John F. Rauthmann

Download or read book The Oxford Handbook of Psychological Situations written by John F. Rauthmann and published by Oxford University Press. This book was released on 2020-07-01 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Situations matter. They let people express their personalities and values; provoke motivations, emotions, and behaviors; and are the contexts in which people reason and act. The psychological assessment of situations is a new and rapidly developing area of research, particularly within the fields of personality and social psychology. This volume compiles state-of-the-art knowledge on psychological situations in chapters written by experts in their respective research areas. Bringing together historical reviews, theoretical pieces, methodological descriptions, and empirical applications, this volume is the definitive, go-to source for a psychology of situations.

Advancement of Artificial Intelligence in Healthcare Engineering

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Publisher : Medical Information Science Reference
ISBN 13 : 9781799821205
Total Pages : 300 pages
Book Rating : 4.8/5 (212 download)

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Book Synopsis Advancement of Artificial Intelligence in Healthcare Engineering by : Dilip Singh Sisodia

Download or read book Advancement of Artificial Intelligence in Healthcare Engineering written by Dilip Singh Sisodia and published by Medical Information Science Reference. This book was released on 2020 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book explores the possible applications of machine learning, deep learning, soft computing, and evolutionary computing techniques in the design, implementation, and optimization of challenging healthcare engineering solutions"--

Personality

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Publisher : Robinson
ISBN 13 : 1472147928
Total Pages : 395 pages
Book Rating : 4.4/5 (721 download)

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Book Synopsis Personality by : Nikita Mikhailov

Download or read book Personality written by Nikita Mikhailov and published by Robinson. This book was released on 2024-02-15 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The best introduction to personality psychology I have ever read' Robert Hogan, founder and president, Hogan Assessment Systems We are each born with a particular genetic makeup and traits that are further shaped by our individual environments and life experiences, creating a personality unique to us. But at no point are we given a manual for how to use that personality in our relationships or at work, for how to make sense of the facets that create our sense of self, or for how to troubleshoot our personality if there are things we are unhappy with. Personality: A User's Guide is that missing manual. An authoritative and comprehensive guide to personality psychology, this book outlines the different building blocks of our personality, presents the many theories and models that have been argued over the years, and helps you identify where you stand on the spectrum of key traits that define us. Using this knowledge about yourself, the book also suggests ways you can better empathise with those around you who may have very different approaches to the world, and how we can all leverage our different strengths. The authors also consider the constantly developing nature of the self, and ways we can turn that to our advantage and make changes for greater success and wellbeing. Finally, the book looks at some specific questions: Can our pets be said to have their own personalities? What happens when the 'dark triad' of negative traits are dominant? And is there a future in store where we can say that an AI has a genuine personality?

Emotions and Personality in Personalized Services

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Publisher : Springer
ISBN 13 : 3319314130
Total Pages : 400 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Emotions and Personality in Personalized Services by : Marko Tkalčič

Download or read book Emotions and Personality in Personalized Services written by Marko Tkalčič and published by Springer. This book was released on 2016-07-13 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personalization is ubiquitous from search engines to online-shopping websites helping us find content more efficiently and this book focuses on the key developments that are shaping our daily online experiences. With advances in the detection of end users’ emotions, personality, sentiment and social signals, researchers and practitioners now have the tools to build a new generation of personalized systems that will really understand the user’s state and deliver the right content. With leading experts from a vast array of domains from user modeling, mobile sensing and information retrieval to artificial intelligence, human-computer interaction (HCI) social computing and psychology, a broad spectrum of topics are covered. From discussing psychological theoretical models and exploring state-of-the-art methods for acquiring emotions and personality in an unobtrusive way, as well as describing how these concepts can be used to improve various aspects of the personalization process and chapters that discuss evaluation and privacy issues. Emotions and Personality in Personalized Systems will help aid researchers and practitioners develop and evaluate user-centric personalization systems that take into account the factors that have a tremendous impact on our decision-making – emotions and personality.

Measuring and Modeling Persons and Situations

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Publisher : Academic Press
ISBN 13 : 0128192011
Total Pages : 734 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Measuring and Modeling Persons and Situations by : Dustin Wood

Download or read book Measuring and Modeling Persons and Situations written by Dustin Wood and published by Academic Press. This book was released on 2021-06-23 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measuring and Modeling Persons and Situations presents major innovations and contributions on the topic, promoting deeper integration, cross-pollination of ideas across diverse academic disciplines, and the facilitation of the development of practical applications such as matching people to jobs, understanding decision making, and predicting how a group of individuals will interact with one another. The book is organized around two overarching and interrelated themes, with the first focusing on assessing the person and the situation, covering methodological advances and techniques for inferring and measuring characteristics, and showing how they can be instantiated for measurement and predictive purposes. The book's second theme presents theoretical models, conceptualizing how factors of the person and situation can help us understand the psychological dynamics which underlie behavior, the psychological experience of fit or congruence with one’s environment, and changes in personality traits over time. Identifies technologies for measuring and predicting behavior Infers behavior causes from personality and/or situational variables Utilizes big data, machine learning and modeling to understand behavior Includes mobile phone, social media and wearable tech usage analysis Explores the stability of personality over time Considers behavior analysis to treat maladaptive behavior

Predictive Clustering

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Publisher : Springer
ISBN 13 : 9781461411468
Total Pages : 240 pages
Book Rating : 4.4/5 (114 download)

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Book Synopsis Predictive Clustering by : Hendrik Blockeel

Download or read book Predictive Clustering written by Hendrik Blockeel and published by Springer. This book was released on 2012-05-31 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a novel paradigm for machine learning and data mining called predictive clustering, which covers a broad variety of learning tasks and offers a fresh perspective on existing techniques. The book presents an informal introduction to predictive clustering, describing learning tasks and settings, and then continues with a formal description of the paradigm, explaining algorithms for learning predictive clustering trees and predictive clustering rules, as well as presenting the applicability of these learning techniques to a broad range of tasks. Variants of decision tree learning algorithms are also introduced. Finally, the book offers several significant applications in ecology and bio-informatics. The book is written in a straightforward and easy-to-understand manner, aimed at varied readership, ranging from researchers with an interest in machine learning techniques to practitioners of data mining technology in the areas of ecology and bioinformatics.

WCPR'14

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Publisher :
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (93 download)

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Book Synopsis WCPR'14 by :

Download or read book WCPR'14 written by and published by . This book was released on 2014 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Distributed Computing and Internet Technology

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Publisher : Springer
ISBN 13 : 3540897372
Total Pages : 206 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Distributed Computing and Internet Technology by : Manish Parashar

Download or read book Distributed Computing and Internet Technology written by Manish Parashar and published by Springer. This book was released on 2008-12-12 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Distributed Computing and Internet Technology, ICDCIT 2008, held in New Delhi, India, in December 2008. The 12 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 96 submissions. Featuring current research and results in theory, methodology and applications of Distributed Computing and Internet Technology, the papers are subdivided in topical sections on distributed systems and languages, data grid, security, mobile ad-hoc networks, distributed databases, Web applications, and P2P systems.

Computational Paralinguistics

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Publisher : John Wiley & Sons
ISBN 13 : 1118706625
Total Pages : 330 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Computational Paralinguistics by : Björn Schuller

Download or read book Computational Paralinguistics written by Björn Schuller and published by John Wiley & Sons. This book was released on 2013-09-17 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the methods, tools and techniques that are currently being used to recognise (automatically) the affect, emotion, personality and everything else beyond linguistics (‘paralinguistics’) expressed by or embedded in human speech and language. It is the first book to provide such a systematic survey of paralinguistics in speech and language processing. The technology described has evolved mainly from automatic speech and speaker recognition and processing, but also takes into account recent developments within speech signal processing, machine intelligence and data mining. Moreover, the book offers a hands-on approach by integrating actual data sets, software, and open-source utilities which will make the book invaluable as a teaching tool and similarly useful for those professionals already in the field. Key features: Provides an integrated presentation of basic research (in phonetics/linguistics and humanities) with state-of-the-art engineering approaches for speech signal processing and machine intelligence. Explains the history and state of the art of all of the sub-fields which contribute to the topic of computational paralinguistics. C overs the signal processing and machine learning aspects of the actual computational modelling of emotion and personality and explains the detection process from corpus collection to feature extraction and from model testing to system integration. Details aspects of real-world system integration including distribution, weakly supervised learning and confidence measures. Outlines machine learning approaches including static, dynamic and context‐sensitive algorithms for classification and regression. Includes a tutorial on freely available toolkits, such as the open-source ‘openEAR’ toolkit for emotion and affect recognition co-developed by one of the authors, and a listing of standard databases and feature sets used in the field to allow for immediate experimentation enabling the reader to build an emotion detection model on an existing corpus.

Handbook of Language Analysis in Psychology

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Author :
Publisher : Guilford Publications
ISBN 13 : 1462548431
Total Pages : 650 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Handbook of Language Analysis in Psychology by : Morteza Dehghani

Download or read book Handbook of Language Analysis in Psychology written by Morteza Dehghani and published by Guilford Publications. This book was released on 2022-03-02 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Personality Psychology

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Publisher : SAGE Publications
ISBN 13 : 1483385248
Total Pages : 409 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Personality Psychology by : Jim McMartin

Download or read book Personality Psychology written by Jim McMartin and published by SAGE Publications. This book was released on 2016-01-29 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personality Psychology: A Student-Centered Approach by Jim McMartin organizes the field of personality psychology around basic questions relevant to the reader’s past, present, and future selves. Answers to the questions are based on findings from up-to-date research and shed light on the validity of personality theories to help students deepen their understanding of their own personalities. Concise, conversational, and easy-to-understand, the Second Edition is enhanced with new chapters, new research that reflects the latest scholarship, and new photos and illustrations throughout.