Affective Computing in Healthcare : Applications Based on Biosignals and Artificial Intelligence
| Affective Computing in Healthcare : Applications Based on Biosignals and Artificial Intelligence |
| Autore | Murugappan M |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Bristol : , : Institute of Physics Publishing, , 2023 |
| Descrizione fisica | 1 online resource (225 pages) |
| Collana | IPEM-IOP Series in Physics and Engineering in Medicine and Biology Series |
| Soggetto topico |
Biomedical engineering
Emotions and cognition |
| ISBN | 0-7503-5184-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Editor biography -- M Murugappan -- List of contributors -- Chapter 1 Anxiety recognition using a new EEG signal analysis approach based on sample density in a Chebyshev chaotic map -- 1.1 Introduction -- 1.2 Material and methods -- 1.2.1 EEG DASPS database -- 1.2.2 Normalisation -- 1.2.3 Chebyshev chaotic map -- 1.2.4 Feature selection -- 1.2.5 Classification -- 1.3 Results -- 1.4 Discussions -- 1.5 Conclusion -- Acknowledgments -- Compliance with ethical standards -- Funding -- Conflict of interest -- Statements of ethical approval -- References -- Chapter 2 Evaluating cognitive load during lexical decision tasks for monolinguals and bilinguals using EEG -- 2.1 Introduction -- 2.2 Methodology -- 2.2.1 Block diagram -- 2.2.2 Participant selection -- 2.2.3 Lexical decision task -- 2.2.4 Data acquisition -- 2.2.5 Experiment protocol -- 2.2.6 EEG data processing -- 2.2.7 Statistical analysis -- 2.3 Results -- 2.3.1 Task performance analysis -- 2.3.2 Reaction-time analysis -- 2.3.3 Event-related changes within frequency bands -- 2.4 Discussion -- 2.5 Conclusion -- References -- Chapter 3 Detection of psychological stress using principal component analysis of phonocardiography signals -- 3.1 Introduction -- 3.2 Methodology -- 3.2.1 Signal acquisition -- 3.2.2 Inter-beat interval signal formation -- 3.2.3 Empirical mode decomposition -- 3.2.4 Principal component analysis -- 3.2.5 Classifiers -- 3.2.6 Performance metrics -- 3.3 Results and discussions -- 3.4 Conclusions -- Acknowledgements -- References -- Chapter 4 Affective computational advertising based on perceptual metrics -- 4.1 Introduction -- 4.2 Related work -- 4.2.1 Advertisements as affective stimuli -- 4.2.2 Advertising and healthcare -- 4.2.3 Programme influence on ad perception -- 4.2.4 Strategic video-in-video advertising.
4.2.5 Inference summary and research questions -- 4.3 Materials and methods -- 4.3.1 Materials -- 4.3.2 Participants -- 4.3.3 Procedure -- 4.3.4 User data analyses -- 4.3.5 Inferences and Affective Computational ADvertising design rules -- 4.4 Affective Computational ADvertising formulation -- 4.4.1 Brute-force Affective Computational ADvertising algorithm -- Algorithm 4.1: Brute-force ACAD implementation -- 4.4.2 Computational affective advertising versus Affective Computational ADvertising scheduling -- 4.5 Validational study and hypotheses -- 4.5.1 Materials and methods -- 4.5.2 Results -- 4.6 Summary and conclusions -- References -- Chapter 5 Machine-learning-based emotion recognition in arousal-valence space using photoplethysmogram signals -- 5.1 Introduction and background -- 5.2 Materials and methods -- 5.2.1 Dataset description -- 5.2.2 Data pre-processing -- 5.2.3 Feature extraction -- 5.2.4 Feature reduction -- 5.2.5 Data balancing -- 5.2.6 Machine-learning models -- 5.2.7 Evaluation criteria -- 5.3 Results and discussion -- 5.4 Conclusion -- References -- Chapter 6 EEG-based human emotion classification from channel-wise feature extraction and feature selection -- 6.1 Introduction -- 6.2 Related literature -- 6.2.1 Affective computing -- 6.2.2 Brain-computer interface devices -- 6.2.3 Elicitation of human emotions -- 6.2.4 Pre-processing methods -- 6.2.5 Feature extraction -- 6.2.6 Feature selection -- 6.2.7 Machine-learning classification -- 6.3 Methodology -- 6.3.1 The experiment and experimental data -- 6.3.2 Pre-processing -- 6.3.3 Feature extraction -- 6.3.4 Feature selection -- 6.3.5 Machine-learning classification -- 6.4 Results and analysis -- 6.4.1 Experimental results -- 6.4.2 SEED-IV dataset -- 6.4.3 Application to healthcare -- 6.5 Discussion and conclusions -- 6.6 Challenges and future works -- References. Chapter 7 Detection of physiological body movements in affective disorder patients using EEG signals and deep neural networks -- 7.1 Introduction -- 7.1.1 Chapter organisation -- 7.2 Literature survey -- 7.3 Proposed system -- 7.3.1 Data collection -- 7.3.2 Pre-processing -- 7.3.3 Data training -- 7.3.4 Classification by neural networks -- 7.4 Results -- 7.4.1 Summary of the utilised datasets -- 7.4.2 Comparison of different hyperparameters -- 7.4.3 Statistical parameter comparison of different datasets -- 7.4.4 Comparative analysis -- 7.5 Conclusion -- 7.6 Limitations and future work -- References -- Chapter 8 Voice-enabled real-time affective framework for negative emotion monitoring -- 8.1 Introduction -- 8.1.1 Wearables for emotion monitoring -- 8.1.2 Real-time stress detection -- 8.1.3 Cognitive behavioural therapy -- 8.1.4 Privacy in health-monitoring systems -- 8.2 Methods -- 8.2.1 Real-time emotion detection -- 8.2.2 Use of cognitive behavioural therapy in real time -- 8.3 Experimental results -- 8.3.1 Emotion-detection accuracy -- 8.3.2 False positives and audio sample size -- 8.3.3 Voice types and unknown users -- 8.3.4 Error patterns -- 8.3.5 Employing cognitive behavioural therapy -- 8.3.6 Conclusion for deployment -- 8.4 Conclusion -- References -- Chapter 9 Differential diagnosis tool in healthcare application using respiratory sounds and convolutional neural network -- 9.1 Introduction -- 9.1.1 Literature review -- 9.2 Methodology -- 9.2.1 Dataset -- 9.2.2 Pre-processing -- 9.2.3 Classification using deep-learning algorithms -- 9.3 Results and discussion -- 9.4 Conclusions -- Authors' contributions -- Conflict of interest -- Acknowledgements -- Ethical approval -- References -- Chapter 10 Virtual reality and augmented reality based affective computing applications in healthcare, challenges, and its future direction -- 10.1 Introduction. 10.2 Generic applications of augmented reality/virtual reality -- 10.3 Design of affective augmented reality/virtual reality applications for the medical domain -- 10.4 Affective augmented reality/virtual reality applications in healthcare -- 10.4.1 Mental health disorders -- 10.4.2 Rehabilitation related to traumatic brain injuries -- 10.4.3 Rehabilitation and physiotherapy -- 10.5 Assessment of affective responses in augmented reality/virtual reality applications -- 10.6 Design challenges of affective applications using augmented reality/virtual reality technology in healthcare -- 10.7 Conclusion -- References. |
| Record Nr. | UNINA-9910915777903321 |
Murugappan M
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| Bristol : , : Institute of Physics Publishing, , 2023 | ||
| Lo trovi qui: Univ. Federico II | ||
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Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp
| Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp |
| Autore | Panksepp Jaak <1943-> |
| Pubbl/distr/stampa | New York, : Oxford University Press, 1998 |
| Descrizione fisica | 1 online resource (xii, 466 pages : illustrations) |
| Disciplina | 156/.24 |
| Collana | Series in affective science |
| Soggetto topico |
Emotions
Emotions and cognition Emotions - Social aspects Psychobiology Psychology, Comparative |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-70419-5
0-19-802567-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910454169903321 |
Panksepp Jaak <1943->
|
||
| New York, : Oxford University Press, 1998 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp
| Affective neuroscience [[electronic resource] ] : the foundations of human and animal emotions / / Jaak Panksepp |
| Autore | Panksepp Jaak <1943-> |
| Pubbl/distr/stampa | New York, : Oxford University Press, 1998 |
| Descrizione fisica | 1 online resource (xii, 466 pages : illustrations) |
| Disciplina | 156/.24 |
| Collana | Series in affective science |
| Soggetto topico |
Emotions
Emotions and cognition Emotions - Social aspects Psychobiology Psychology, Comparative |
| ISBN |
0-19-773457-X
0-19-988435-8 1-280-70419-5 0-19-802567-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910782544803321 |
Panksepp Jaak <1943->
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||
| New York, : Oxford University Press, 1998 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone
| Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone |
| Pubbl/distr/stampa | Oxford ; ; New York : , : Oxford University Press, , [2001] |
| Descrizione fisica | 1 online resource (493 pages) |
| Disciplina | 152.4 |
| Collana | Series in affective science |
| Soggetto topico |
Emotions and cognition
Emotions |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-83302-5
0-19-535154-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Contents; Contributors; Part I: Introduction; Part II: Current Appraisal Theories: The State of the Art; Part III: Expanding the Paradigm: New and Critical Perspectives; Part IV: Variations in Appraisal: Socio-Cultural and Individual Factors; Part V: Emotional Response Modalities: Indicators of Appraisal; Part VI: Methods of Research on Appraisal; Part VII: Perspectives for Theory and Research; References; Subject Index; Author Index |
| Record Nr. | UNINA-9910458134203321 |
| Oxford ; ; New York : , : Oxford University Press, , [2001] | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone
| Appraisal processes in emotion : theory, methods, research / / edited by Klaus R. Scherer, Angela Schorr, Tom Johnstone |
| Pubbl/distr/stampa | Oxford ; ; New York : , : Oxford University Press, , [2001] |
| Descrizione fisica | 1 online resource (493 pages) |
| Disciplina | 152.4 |
| Collana | Series in affective science |
| Soggetto topico |
Emotions and cognition
Emotions |
| Soggetto non controllato | Appraisal theory |
| ISBN |
0-19-773467-7
1-280-83302-5 0-19-535154-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Contents; Contributors; Part I: Introduction; Part II: Current Appraisal Theories: The State of the Art; Part III: Expanding the Paradigm: New and Critical Perspectives; Part IV: Variations in Appraisal: Socio-Cultural and Individual Factors; Part V: Emotional Response Modalities: Indicators of Appraisal; Part VI: Methods of Research on Appraisal; Part VII: Perspectives for Theory and Research; References; Subject Index; Author Index |
| Record Nr. | UNINA-9910784881303321 |
| Oxford ; ; New York : , : Oxford University Press, , [2001] | ||
| Lo trovi qui: Univ. Federico II | ||
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The Ascent of Affect : Genealogy and Critique / / Ruth Leys
| The Ascent of Affect : Genealogy and Critique / / Ruth Leys |
| Autore | Leys Ruth |
| Pubbl/distr/stampa | Chicago : , : University of Chicago Press, , [2017] |
| Descrizione fisica | 1 online resource (399 pages) |
| Disciplina | 152.4 |
| Soggetto topico |
Emotions - Research - History - 20th century
Emotions - Research - History - 21st century Affect (Psychology) Emotions and cognition Intentionality (Philosophy) |
| ISBN |
9780226488738
022648873X |
| Classificazione | LC 58000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- [INTRODUCTION]. Setting the Stage -- [CHAPTER ONE ]. Silvan S. Tomkins's Affect Theory -- [CHAPTER TWO]. Paul Ekman's Neurocultural Theory of the Emotions -- [CHAPTER THREE]. Richard S. Lazarus's Appraisal Theory I: Emotions as Intentional States -- [CHAPTER FOUR]. Richard S. Lazarus's Appraisal Theory II: The Battle Is Joined -- [CHAPTER FIVE]. A World without Pretense? Alan J. Fridlund's Behavioral Ecology View -- [CHAPTER SIX]. The Debate Continues: Paradigm Change or Status Quo? -- [CHAPTER SEVEN]. The Turn to Affect: A Critique -- [EPILOGUE]. Where We Are Now -- Acknowledgments -- [APPENDIX 1]. Animal Signaling, the Smile, and the Handicap Principle -- [APPENDIX 2]. Damasio's Somatic Marker Hypothesis (SMH) -- Index |
| Record Nr. | UNINA-9910968989903321 |
Leys Ruth
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| Chicago : , : University of Chicago Press, , [2017] | ||
| Lo trovi qui: Univ. Federico II | ||
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Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter
| Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter |
| Pubbl/distr/stampa | London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017 |
| Descrizione fisica | 1 online resource (338 pages) : illustrations (some color) |
| Disciplina | 370.15/34 |
| Soggetto topico |
Emotions and cognition
Attachment behavior Emotions in children Learning, Psychology of Teacher-student relationships - Psychological aspects |
| ISBN | 1-78450-399-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Models of emotional development / David Colley and Paul Cooper -- Attachment behaviour and learning / Heather Geddes -- Neuroscience and emotional development : the basics explained / Maisie Satchwell-Hirst -- Attachment aware schools / Janet Rose and Louise Gilbert -- Emotion coaching / Licette Gus and Felicia Wood -- Promoting resilience in schools : the importance of both training and reflection for teachers and school staff / Mike Solomon -- Understanding the impact of trauma on children in the classroom / Betsy de Thierry -- A psychoanalytic understanding of change and transition in education / Betsy de Thierry -- People meet in a classroom and say 'hello' : a psychoanalytic perspective on the emotional relationship between the teacher and student / Peter Wilson -- Supporting children and young people with social, emotional and mental health difficulties : working in a multi-agency team / Kathy Evans and Erica Pavord -- Emotional development and children in care : the virtual school perspective / Tony Clifford and Anne-Marie McBlain -- Social pedagogy in the classroom : supporting children and young people in care / Emma Black, Michael Bettencourt, and Claire Cameron -- Including children with disorganised attachment in mainstream primary schools / Maggie Swarbrick -- The importance of professional supervision for all staff in schools / Dave Roberts -- Emotional development and approaches to classroom management / Jon Reid -- Disruptive behaviour and unsolved problems / Poppy Nash -- Classroom behaviour : finding what works for you / John Visser -- Supporting the emotional development of teenagers / Janice Cahill -- Conclusion : drawing together the threads / David Colley and Paul Cooper. |
| Record Nr. | UNINA-9910795595803321 |
| London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter
| Attachment and emotional development in the classroom : theory and practice / / edited by David Colley and Paul Cooper ; foreword by Barry Carpenter |
| Pubbl/distr/stampa | London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017 |
| Descrizione fisica | 1 online resource (338 pages) : illustrations (some color) |
| Disciplina | 370.15/34 |
| Soggetto topico |
Emotions and cognition
Attachment behavior Emotions in children Learning, Psychology of Teacher-student relationships - Psychological aspects |
| ISBN | 1-78450-399-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Models of emotional development / David Colley and Paul Cooper -- Attachment behaviour and learning / Heather Geddes -- Neuroscience and emotional development : the basics explained / Maisie Satchwell-Hirst -- Attachment aware schools / Janet Rose and Louise Gilbert -- Emotion coaching / Licette Gus and Felicia Wood -- Promoting resilience in schools : the importance of both training and reflection for teachers and school staff / Mike Solomon -- Understanding the impact of trauma on children in the classroom / Betsy de Thierry -- A psychoanalytic understanding of change and transition in education / Betsy de Thierry -- People meet in a classroom and say 'hello' : a psychoanalytic perspective on the emotional relationship between the teacher and student / Peter Wilson -- Supporting children and young people with social, emotional and mental health difficulties : working in a multi-agency team / Kathy Evans and Erica Pavord -- Emotional development and children in care : the virtual school perspective / Tony Clifford and Anne-Marie McBlain -- Social pedagogy in the classroom : supporting children and young people in care / Emma Black, Michael Bettencourt, and Claire Cameron -- Including children with disorganised attachment in mainstream primary schools / Maggie Swarbrick -- The importance of professional supervision for all staff in schools / Dave Roberts -- Emotional development and approaches to classroom management / Jon Reid -- Disruptive behaviour and unsolved problems / Poppy Nash -- Classroom behaviour : finding what works for you / John Visser -- Supporting the emotional development of teenagers / Janice Cahill -- Conclusion : drawing together the threads / David Colley and Paul Cooper. |
| Record Nr. | UNINA-9910829042403321 |
| London ; ; Philadelphia : , : Jessica Kingsley Publishers, , 2017 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors
| Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors |
| Pubbl/distr/stampa | New York : , : Psychology Press, , 2012 |
| Descrizione fisica | 1 online resource (289 p.) |
| Disciplina | 153 |
| Altri autori (Persone) |
DaiDavid Yun
MasmoudiSlim NaceurAbdelmajid |
| Soggetto topico |
Cognitive psychology
Emotions and cognition Motivation (Psychology) Cognition |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-65993-9
9786613636867 1-136-59597-X 0-203-32598-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Attention, Representation, and Human Performance: Integration of Cognition, Emotion, and Motivation; Copyright; Contents; Preface; Contributors; Introduction: Toward an Integrative Understanding of Cognitive, Emotional, and Motivational Processes; Section I The Role of Emotion andMotivation in Attentionand Perception; 1 How Does Emotion InfluenceWorking Memory?; 2 Dynamical Interactions of Attention and Emotion: A Cognitive Neuroscience Approach Through Neural Network Connectivity; 3 Investigating the Psychological andNeural Basis of Emotional Processing
4 How Do Emotional FacialExpressions Influence OurPerception of Time?Section II Representation andProcessing and the Role ofEmotion and Motivation; 5 Mood's Influence onSemantic MemoryValence or Arousal?; 6 Neuroaesthetics and theArt of Representation; 7 Motivation and Constructionof Retrospective Opinions; 8 From Human Creative CognitiveProcesses to AdaptableArtificial System Design; 9 Euphoria Versus DysphoriaDifferential CognitiveRoles in Religion?; Section III The Role of Emotionand Motivation inHuman Performance; 10 Is It Possible to Solve aProblem Without Emotion? 11 Cognition and Emotionin Creative Design12 The Decision Process Is byDefinition Irrational; Epilogue: Where Is the Unity of Attention, Representation, and Performance? A Commentary; Author Index; Subject Index |
| Record Nr. | UNINA-9910462343603321 |
| New York : , : Psychology Press, , 2012 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors
| Attention, representation, and human performance : integration of cognition, emotion, and motivation / / Slim Masmoudi, David Yun Dai, Abdelmajid Naceur, editors |
| Pubbl/distr/stampa | New York : , : Psychology Press, , 2012 |
| Descrizione fisica | 1 online resource (289 p.) |
| Disciplina | 153 |
| Altri autori (Persone) |
DaiDavid Yun
MasmoudiSlim NaceurAbdelmajid |
| Soggetto topico |
Cognitive psychology
Emotions and cognition Motivation (Psychology) Cognition |
| ISBN |
1-136-59596-1
1-280-65993-9 9786613636867 1-136-59597-X 0-203-32598-2 |
| Classificazione | PSY000000PSY008000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Attention, Representation, and Human Performance: Integration of Cognition, Emotion, and Motivation; Copyright; Contents; Preface; Contributors; Introduction: Toward an Integrative Understanding of Cognitive, Emotional, and Motivational Processes; Section I The Role of Emotion andMotivation in Attentionand Perception; 1 How Does Emotion InfluenceWorking Memory?; 2 Dynamical Interactions of Attention and Emotion: A Cognitive Neuroscience Approach Through Neural Network Connectivity; 3 Investigating the Psychological andNeural Basis of Emotional Processing
4 How Do Emotional FacialExpressions Influence OurPerception of Time?Section II Representation andProcessing and the Role ofEmotion and Motivation; 5 Mood's Influence onSemantic MemoryValence or Arousal?; 6 Neuroaesthetics and theArt of Representation; 7 Motivation and Constructionof Retrospective Opinions; 8 From Human Creative CognitiveProcesses to AdaptableArtificial System Design; 9 Euphoria Versus DysphoriaDifferential CognitiveRoles in Religion?; Section III The Role of Emotionand Motivation inHuman Performance; 10 Is It Possible to Solve aProblem Without Emotion? 11 Cognition and Emotionin Creative Design12 The Decision Process Is byDefinition Irrational; Epilogue: Where Is the Unity of Attention, Representation, and Performance? A Commentary; Author Index; Subject Index |
| Record Nr. | UNINA-9910790234803321 |
| New York : , : Psychology Press, , 2012 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||