Emotional Intensity Predicts Autobiographical Memory Experience
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Classification of Human Emotions from Electroencephalogram (EEG) Signal Using Deep Neural Network
(IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 8, No. 9, 2017 Classification of Human Emotions from Electroencephalogram (EEG) Signal using Deep Neural Network Abeer Al-Nafjan Areej Al-Wabil College of Computer and Information Sciences Center for Complex Engineering Systems Imam Muhammad bin Saud University King Abdulaziz City for Science and Technology Riyadh, Saudi Arabia Riyadh, Saudi Arabia Manar Hosny Yousef Al-Ohali College of Computer and Information Sciences College of Computer and Information Sciences King Saud University King Saud University Riyadh, Saudi Arabia Riyadh, Saudi Arabia Abstract—Estimation of human emotions from [1]. Recognizing a user‘s affective state can be used to Electroencephalogram (EEG) signals plays a vital role in optimize training and enhancement of the BCI operations [2]. developing robust Brain-Computer Interface (BCI) systems. In our research, we used Deep Neural Network (DNN) to address EEG is often used in BCI research experimentation because EEG-based emotion recognition. This was motivated by the the process is non-invasive to the research subject and minimal recent advances in accuracy and efficiency from applying deep risk is involved. The devices‘ usability, reliability, cost- learning techniques in pattern recognition and classification effectiveness, and the relative convenience of conducting applications. We adapted DNN to identify human emotions of a studies and recruiting participants due to their portability have given EEG signal (DEAP dataset) from power spectral density been cited as factors influencing the increased adoption of this (PSD) and frontal asymmetry features. The proposed approach is method in applied research contexts [3], [4]. These advantages compared to state-of-the-art emotion detection systems on the are often accompanied by challenges such as low spatial same dataset. -
Relationship Between Emotional Intelligence and Job Satisfaction
View metadata, citation and similar papers at core.ac.uk brought to you by CORE European Online Journal of Natural and Social Sciences 2013; provided by Europeanwww.european-science.com Online Journal of Natural and Social Sciences (ES) vol.2, No. 3 (s), pp. 979-984 ISSN 1805-3602 Relationship between emotional intelligence and job satisfaction Farzaneh Setoodeh Nezad, Mohammad Reza Bahramzade Payame-Noor University, Mashhad, Iran Abstract ponents. Thus, we concluded that it is important to emphasize on individual behavior of people in order These days, we have found out the ability of to improve emotional intelligence for increasing job emotions in human life and we have found out role satisfaction. Meanwhile, among individual behav‑ of emotions in human activities. In recent years, lit‑ ior should more emphasize on self‑awareness and eratures gradually tend from logical intelligent to self‑confidence. emotional intelligent. Since 90th, this concept has been used in management research. Thus, if man‑ Keywords: Emotion, Emotional intelligent, Job, agers and clerks have higher emotional intelligence, Job Satisfaction, Clerks. they can mix emotions and positive feelings, solve problems, by choosing suitable strategies, omit Introduction available conflicts, and rise job satisfaction. Con‑ sequently, this research tried to investigate rela‑ All social sciences such as psychology science tionship between emotional intelligent and job have two types of history: Real and true and for‑ satisfaction. The sample study was clerks of wa‑ mal history and edited. Real history of all social ter organization in Mashhad and included a ran‑ sciences particularly psychology science back to the dom sample and sample determined based on Co‑ beginning of creation, i. -
Measuring the Happiness of Large-Scale Written Expression: Songs, Blogs, and Presidents
J Happiness Stud DOI 10.1007/s10902-009-9150-9 RESEARCH PAPER Measuring the Happiness of Large-Scale Written Expression: Songs, Blogs, and Presidents Peter Sheridan Dodds Æ Christopher M. Danforth Ó The Author(s) 2009. This article is published with open access at Springerlink.com Abstract The importance of quantifying the nature and intensity of emotional states at the level of populations is evident: we would like to know how, when, and why individuals feel as they do if we wish, for example, to better construct public policy, build more successful organizations, and, from a scientific perspective, more fully understand economic and social phenomena. Here, by incorporating direct human assessment of words, we quantify hap- piness levels on a continuous scale for a diverse set of large-scale texts: song titles and lyrics, weblogs, and State of the Union addresses. Our method is transparent, improvable, capable of rapidly processing Web-scale texts, and moves beyond approaches based on coarse categorization. Among a number of observations, we find that the happiness of song lyrics trends downward from the 1960s to the mid 1990s while remaining stable within genres, and that the happiness of blogs has steadily increased from 2005 to 2009, exhibiting a striking rise and fall with blogger age and distance from the Earth’s equator. Keywords Happiness Á Hedonometer Á Measurement Á Emotion Á Written expression Á Remote sensing Á Blogs Á Song lyrics Á State of the Union addresses 1 Introduction The desire for well-being and the avoidance of suffering arguably underlies all behavior (Argyle 2001; Layard 2005; Gilbert 2006; Snyder and Lopez 2009). -
What Is It Like to Be Confabulating?
What is it like to be Confabulating? Sahba Besharati, Aikaterini Fotopoulou and Michael D. Kopelman Kings College London, Institute of Psychiatry, London UK Different kinds of confabulations may arise in neurological and psychiatric disorders. This chapter first offers conceptual distinctions between spontaneous and momentary (“provoked”) confabulations, as well as between these types of confabulation and other kinds of false memories. The chapter then reviews current explanatory theories, emphasizing that both neurocognitive and motivational factors account for the content of confabulations. We place particular emphasis on a general model of confabulation that considers cognitive dysfunctions in memory and executive functioning in parallel with social and emotional factors. It is argued that all these dimensions need to be taken into account for a phenomenologically rich description of confabulation. The role of the motivated content of confabulation and the subjective experience of the patient are particularly relevant in effective management and rehabilitation strategies. Finally, we discuss a case example in order to illustrate how seemingly meaningless false memories are actually meaningful if placed in the context of the patient’s own perspective and autobiographical memory. Key words: Confabulation; False memory; Motivation; Self; Rehabilitation. 1 Memory is often subject to errors of omission and commission such that recollection includes instances of forgetting, or distorting past experience. The study of pathological forms of exaggerated memory distortion has provided useful insights into the mechanisms of normal reconstructive remembering (Johnson, 1991; Kopelman, 1999; Schacter, Norman & Kotstall, 1998). An extreme form of pathological memory distortion is confabulation. Different variants of confabulation are found to arise in neurological and psychiatric disorders. -
Preverbal Infants Match Negative Emotions to Events
Developmental Psychology © 2019 American Psychological Association 2019, Vol. 55, No. 6, 1138–1149 0012-1649/19/$12.00 http://dx.doi.org/10.1037/dev0000711 How Do You Feel? Preverbal Infants Match Negative Emotions to Events Ashley L. Ruba, Andrew N. Meltzoff, and Betty M. Repacholi University of Washington There is extensive disagreement as to whether preverbal infants have conceptual categories for different emotions (e.g., anger vs. disgust). In addition, few studies have examined whether infants have conceptual categories of emotions within the same dimension of valence and arousal (e.g., high arousal, negative emotions). The current experiments explore one aspect of infants’ ability to form conceptual categories of emotions: event-emotion matching. Three experiments investigated whether infants match different negative emotions to specific events. In Experiment 1, 14- and 18-month-olds were randomly assigned to 1 of 3 negative emotion conditions (Anger, Fear, or Disgust). Infants were familiarized with an Emoter interacting with objects in an anger-eliciting event (Unmet Goal) and a disgust-eliciting event (New Food). After each event, the Emoter expressed an emotion that was either congruent or incongruent with the event. Infants matched unmet goals to the expression of anger. However, neither age matched the expression of disgust to an event involving exposure to new food. To probe whether this was a design artifact, a revised New Food event and a fear-congruent event (Strange Toy) were created for Experiment 2. Infants matched the expression of disgust to the new food event, but they did not match fear to an event involving an unfamiliar object. -
Emotionally Charged Autobiographical Memories Across the Life Span: the Recall of Happy, Sad, Traumatic, and Involuntary Memories
Psychology and Aging Copyright 2002 by the American Psychological Association, Inc. 2002, Vol. 17, No. 4, 636–652 0882-7974/02/$5.00 DOI: 10.1037//0882-7974.17.4.636 Emotionally Charged Autobiographical Memories Across the Life Span: The Recall of Happy, Sad, Traumatic, and Involuntary Memories Dorthe Berntsen David C. Rubin University of Aarhus Duke University A sample of 1,241 respondents between 20 and 93 years old were asked their age in their happiest, saddest, most traumatic, most important memory, and most recent involuntary memory. For older respondents, there was a clear bump in the 20s for the most important and happiest memories. In contrast, saddest and most traumatic memories showed a monotonically decreasing retention function. Happy involuntary memories were over twice as common as unhappy ones, and only happy involuntary memories showed a bump in the 20s. Life scripts favoring positive events in young adulthood can account for the findings. Standard accounts of the bump need to be modified, for example, by repression or reduced rehearsal of negative events due to life change or social censure. Many studies have examined the distribution of autobiographi- (1885/1964) drew attention to conscious memories that arise un- cal memories across the life span. No studies have examined intendedly and treated them as one of three distinct classes of whether this distribution is different for different classes of emo- memory, but did not study them himself. In his well-known tional memories. Here, we compare the event ages of people’s textbook, Miller (1962/1974) opened his chapter on memory by most important, happiest, saddest, and most traumatic memories quoting Marcel Proust’s description of how the taste of a Made- and most recent involuntary memory to explore whether different leine cookie unintendedly brought to his mind a long-forgotten kinds of emotional memories follow similar patterns of retention. -
Building Your Self-Confidence a Mind Tools Workbook
Building Your Self-Confidence A Mind Tools Workbook Building Your Self-Confidence Building Your Self-Confidence | MindTools.com Building Your Self-Confidence This e-book is published by Mind Tools Limited, of 2nd Floor, 145-157 St John St, London, EC1V 4PY. Version 2.1 Copyright © Mind Tools Ltd, 2009-2011. All rights reserved. This e-book is protected by international copyright law. You may only use it if you have downloaded it directly from the mindtools.com site, or if you have received it under license from Mind Tools Ltd. Cover image © iStockphoto/maodesign © Mind Tools Ltd, 2009-2011. 2 Building Your Self-Confidence | MindTools.com Contents Introduction ................................................................................................................................ 4 Assessing Your Self-Efficacy ..................................................................................................... 5 Interpreting the Results ..................................................................................................................... 6 Building Self-Confidence ........................................................................................................... 7 Celebrate You! .................................................................................................................................. 7 Banish the Monkey ............................................................................................................................ 7 Personal Affirmations ....................................................................................................................... -
Pervasive Autobiographical Memory Loss Encompassing Personali
Autobiographical memory unknown 1 Autobiographical memory unknown: Pervasive autobiographical memory loss encompassing personality trait knowledge in an individual with medial temporal lobe amnesia Aubrey A. Wanka,b, Anna Robertsona1, Sean C. Thayera, Mieke Verfaelliec,d, Steven Z. Rapcsaka,b,f, & Matthew D. Grillia,e,f* aDepartment of Psychology, 1503 E University Blvd., University of Arizona, Tucson, Arizona 85721, USA; bBanner Alzheimer’s Institute, 2626 E River Rd., Tucson, Arizona 85718, USA; cMemory Disorders Research Center, 150 South Huntington Ave., VA Boston Healthcare System, Boston, Massachusetts 02130, USA; dDepartment of Psychiatry, Boston University School of Medicine, 72 East Concord St. Boston, Massachusetts 02118 ; eEvelyn F. McKnight Brain Institute, 1503 E University Blvd., University of Arizona, Tucson, Arizona, 85721, USA; fDepartment of Neurology, 1501 N Campbell Ave., University of Arizona, Tucson, Arizona, 85724, USA. 1Anna Robertson is now at the University of Colorado Colorado Springs Psychology Department, 1420 Austin Bluffs Pkwy., Colorado Springs, Colorado 80918, USA Email addresses: [email protected], [email protected], [email protected], [email protected], [email protected], [email protected] Corresponding Authors: Matthew D. Grilli; Aubrey A. Wank Email Address: [email protected]; [email protected] Postal Address: 1503 E University Blvd., Tucson, Arizona 85721 Autobiographical memory unknown 2 Abstract Autobiographical memory consists of distinct memory types varying from highly abstract to episodic. Self trait knowledge, which is considered one of the more abstract types of autobiographical memory, is thought to rely on regions of the autobiographical memory neural network implicated in schema representation, including the ventromedial prefrontal cortex, and critically, not the medial temporal lobes. -
From Humility to Hubris Among Scholars and Politicians
This page intentionallyintentionally left blank FROM HUMILITY TO HUBRIS AMONG SCHOLARS AND POLITICIANS Exploring Expressions of Self-Esteem and Achievement FROM HUMILITY TO HUBRIS AMONG SCHOLARS AND POLITICIANS Exploring Expressions of Self-Esteem and Achievement BY ROBERT A. STEBBINS University of Calgary, Calgary, Canada United Kingdom À North America À Japan À India Malaysia À China Emerald Publishing Limited Howard House, Wagon Lane, Bingley BD16 1WA, UK First edition 2017 Copyright r 2017 Emerald Publishing Limited Reprints and permissions service Contact: [email protected] No part of this book may be reproduced, stored in a retrieval system, transmitted in any form or by any means electronic, mechanical, photocopying, recording or otherwise without either the prior written permission of the publisher or a licence permitting restricted copying issued in the UK by The Copyright Licensing Agency and in the USA by The Copyright Clearance Center. Any opinions expressed in the chapters are those of the authors. Whilst Emerald makes every effort to ensure the quality and accuracy of its content, Emerald makes no representation implied or otherwise, as to the chapters’ suitability and application and disclaims any warranties, express or implied, to their use. British Library Cataloguing in Publication Data A catalogue record for this book is available from the British Library ISBN: 978-1-78714-758-4 (Print) ISBN: 978-1-78714-757-7 (Online) ISBN: 978-1-78743-015-0 (Epub) ISOQAR certified Management System, awarded to Emerald for adherence to Environmental standard ISO 14001:2004. Certificate Number 1985 ISO 14001 CONTENTS Preface vii Acknowledgments xi 1. Introduction 1 2. -
The Role of Emotional Security and Parenting Behaviors
Western Washington University Western CEDAR WWU Graduate School Collection WWU Graduate and Undergraduate Scholarship 2010 The relationship between parental conflict and family interactions: the role of emotional security and parenting behaviors Nichole Stettler Western Washington University Follow this and additional works at: https://cedar.wwu.edu/wwuet Part of the Experimental Analysis of Behavior Commons Recommended Citation Stettler, Nichole, "The relationship between parental conflict and family interactions: the role of emotional security and parenting behaviors" (2010). WWU Graduate School Collection. 92. https://cedar.wwu.edu/wwuet/92 This Masters Thesis is brought to you for free and open access by the WWU Graduate and Undergraduate Scholarship at Western CEDAR. It has been accepted for inclusion in WWU Graduate School Collection by an authorized administrator of Western CEDAR. For more information, please contact [email protected]. THE RELATIONSHIP BETWEEN PARENTAL CONFLICT AND FAMILY INTERACTIONS: THE ROLE OF EMOTIONAL SECURITY AND PARENTING BEHAVIORS By Nicole Stettler Accepted in Partial Completion Of the Requirements for the Degree Master of Science Moheb A. Ghali, Dean of the Graduate School ADVISORTY COMMITTEE Chair, Dr. Tina Du Rocher Schudlich Dr. Rebecca Goodvin Dr. James Graham MASTER’S THESIS In presenting this thesis in partial fulfillment of the requirements for a master’s degree at Western Washington University, I grant to Western Washington University the non‐exclusive royalty‐free right to archive, reproduce, distribute, and display the thesis in any and all forms, including electronic format, via any digital library mechanisms maintained by WWU. I represent and warrant this is my original work, and does not infringe or violate any rights of others. -
Fear, Anger, and Risk
Journal of Personality and Social Psychology Copyright 2001 by the American Psychological Association, Inc. 2001. Vol. 81. No. 1, 146-159 O022-3514/01/$5.O0 DOI. 10.1037//O022-3514.81.1.146 Fear, Anger, and Risk Jennifer S. Lemer Dacher Keltner Carnegie Mellon University University of California, Berkeley Drawing on an appraisal-tendency framework (J. S. Lerner & D. Keltner, 2000), the authors predicted and found that fear and anger have opposite effects on risk perception. Whereas fearful people expressed pessimistic risk estimates and risk-averse choices, angry people expressed optimistic risk estimates and risk-seeking choices. These opposing patterns emerged for naturally occurring and experimentally induced fear and anger. Moreover, estimates of angry people more closely resembled those of happy people than those of fearful people. Consistent with predictions, appraisal tendencies accounted for these effects: Appraisals of certainty and control moderated and (in the case of control) mediated the emotion effects. As a complement to studies that link affective valence to judgment outcomes, the present studies highlight multiple benefits of studying specific emotions. Judgment and decision research has begun to incorporate affect In the present studies we follow the valence tradition by exam- into what was once an almost exclusively cognitive field (for ining the striking influence that feelings can have on normatively discussion, see Lerner & Keltner, 2000; Loewenstein & Lerner, in unrelated judgments and choices. We diverge in an important way, press; Loewenstein, Weber, Hsee, & Welch, 2001; Lopes, 1987; however, by focusing on the influences of specific emotions rather Mellers, Schwartz, Ho, & Ritov, 1997). To date, most judgment than on global negative and positive affect (see also Bodenhausen, and decision researchers have taken a valence-based approach to Sheppard, & Kramer, 1994; DeSteno et al, 2000; Keltner, Ells- affect, contrasting the influences of positive-affect traits and states worth, & Edwards, 1993; Lerner & Keltner, 2000). -
Social and Emotional Skills Well-Being, Connectedness and Success
Social and Emotional Skills Well-being, connectedness and success ©OECD FOREWORD Contents Foreword Foreword 3 Education systems need to prepare students for continuous effort to create the kind of binding social their future, rather than for our past. In these times, capital through which we can share experiences, ideas Introduction 4 digitalisation is connecting people, cities and continents and innovation and build a shared understanding among to bring together a majority of the world’s population in groups with diverse experiences and interests, thus 01. Measuring Social and Emotional Skills 5 ways that vastly increases our individual and collective increasing our radius of trust to strangers and institutions. potential. But the same forces have made the world also 02. Social and emotional skills drive critical life outcomes 10 more volatile, more complex, and more uncertain. And Over the last years, social and emotional skills have when fast gets really fast, being slow to adapt makes been rising on the education policy agenda and in the 03. The impact of specific social and emotional skills on life outcomes 17 education systems really slow. The rolling processes of public debate. But for the majority of students, their automation, hollowing out jobs, particularly for routine development remains a matter of luck, depending on ○ Conscientiousness – getting things done, as required and in time 17 tasks, have radically altered the nature of work and life whether this is a priority for their teacher and their and thus the skills that are needed for success. For those school. A major barrier is the absence of reliable metrics ○ Openness to experience – exploring the world of things and ideas 20 with the right human capacities, this is liberating and in this field that allow educators and policy-makers to exciting.