Introduction to the Study of Memory
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A Queueing-Theoretic Foundation for Optimal Spaced Repetition
A Queueing-Theoretic Foundation for Optimal Spaced Repetition Siddharth Reddy [email protected] Department of Computer Science, Cornell University, Ithaca, NY 14850 Igor Labutov [email protected] Department of Electrical and Computer Engineering, Cornell University, Ithaca, NY 14850 Siddhartha Banerjee [email protected] School of Operations Research and Information Engineering, Cornell University, Ithaca, NY 14850 Thorsten Joachims [email protected] Department of Computer Science, Cornell University, Ithaca, NY 14850 1. Extended Abstract way back to 1885 and the pioneering work of Ebbinghaus (Ebbinghaus, 1913), identify two critical variables that de- In the study of human learning, there is broad evidence that termine the probability of recalling an item: reinforcement, our ability to retain a piece of information improves with i.e., repeated exposure to the item, and delay, i.e., time repeated exposure, and that it decays with delay since the since the item was last reviewed. Accordingly, scientists last exposure. This plays a crucial role in the design of ed- have long been proponents of the spacing effect for learn- ucational software, leading to a trade-off between teaching ing: the phenomenon in which periodic, spaced review of new material and reviewing what has already been taught. content improves long-term retention. A common way to balance this trade-off is spaced repe- tition, which uses periodic review of content to improve A significant development in recent years has been a grow- long-term retention. Though spaced repetition is widely ing body of work that attempts to ‘engineer’ the process used in practice, e.g., in electronic flashcard software, there of human learning, creating tools that enhance the learning is little formal understanding of the design of these sys- process by building on the scientific understanding of hu- tems. -
Spaced Learning Strategy in Teaching Mathematics Ace T
International Journal of Scientific & Engineering Research, Volume 8, Issue 4, April-2017 851 ISSN 2229-5518 Spaced Learning Strategy in Teaching Mathematics Ace T. Ceremonia, Remalyn Q. Casem Abstract—Students’ low mastery of the lesson in Mathematics is one of the alarming problems confronted by Mathematics teachers. It is in this light that this study was conceptualized to determine the effectiveness of spaced learning strategy on the performance and mastery of DMMMSU Laboratory High School students (Grade 7) in Mathematics. This study used the true experimental design, specifically the pretest-posttest control group design. The main instrument used to gather data was the pretest-posttest which was subjected to validity and reliability tests. It was found out that the experimental and control groups were comparable in the pretest and posttest. Comparison on their gain scores revealed significant difference with the performance of the experimental higher than the control group. It was also found out that the effect size of using the spaced learning strategy was large. This indicates that the intervention is effective in increasing the performance and mastery of high school students in Mathematics. It is recommended the use of the Spaced Learning Strategy to improve the performance of the high school students in Mathematics. Index Terms— basic education, effect size, mathematics performance, spaced learning strategy. —————————— —————————— 1 INTRODUCTION 1.1 Situation Analysis results, such as the 2003 TIMSS (Trends in International Mathematics and Science Study), the Philippines ranked 34th out uality education is reflected on the exemplary outputs and of 38 countries in HS II Math and ranked 43rd out of 46 countries Q outstanding performances of students in academics and in HS II Science; for grade 4, the Philippines ranked 23rd out of 25 related co-curricular activities (Glossary Education Reform, participating countries in both Math and Science. -
Classical Conditioning Without Awareness: an Electrophysiological Investigation
Classical conditioning without awareness: An electrophysiological investigation A Thesis Presented to The Division of Philosophy, Religion, Psychology, and Linguistics Reed College In Partial Fulfillment of the Requirements for the Degree Bachelor of Arts Jasmine Huang December 2016 Approved for the Division (Psychology) Timothy Hackenberg Michael Pitts Acknowledgements There is no way to express the amount of gratitude I feel towards every single person who has contributed to my growth as a student and as a human being, but I will try. My family, who has worked tirelessly to support me through life and years of school, I will never know how to repay that debt. My advisors, who have endlessly encouraged me and provided me with every opportunity I could have wished for. Tim who has believed in and supported me from my first year at Reed right up until the end. Enriqueta who was always willing to discuss experiments outside of class (even when I wasn’t in her class to begin with). Michael who inspired me every day with his unending enthusiasm and drive for research. The amazing psychology department staff who are always making sure that everything is running as smoothly as it can be. Joan, our silent hero who puts out the metaphorical fires every day. Greg, one the most lively presences in the animal colony, whose love for all of the critters is unparalleled. Chris, whose attention to detail and patience for dumb questions were invaluable to me during this process. Lavinia, whose realism and dark humor made for the best introduction into real labwork that I could have asked for. -
Applying Cognitive Psychology to Education: Complexities and Prospectsଝ
Journal of Applied Research in Memory and Cognition 1 (2012) 263–265 Contents lists available at SciVerse ScienceDirect Journal of Applied Research in Memory and Cognition journal homepage: www.elsevier.com/locate/jarmac Reply Applying cognitive psychology to education: Complexities and prospectsଝ Henry L. Roediger III ∗, Mary A. Pyc Washington University in St. Louis, United States article info Article history: Received 31 October 2012 Accepted 31 October 2012 Keywords: Research Education Techniques to improve education We appreciate the thoughtful responses to our target article student a computer and hope for the best, in the great American from the respondents. We even agree with (almost) all their points. tradition of throwing money at a problem even if it is unlikely to Who could disagree with the argument that “more research in have an effect. classrooms is needed” or that “we need to teach for transfer (if we Somehow we do not see the current situation as quite so grim. can figure out how)”? Here we provide a few reflections aroused After all, Hermann Ebbinghaus discovered the spacing effect in by the comments. 1885 (Ebbinghaus, 1885/1913), and it has been documented in Mayer (2012) reminds us of the long history of psychologists hundreds of studies since then in all manner of species, paradigms, being interested in applying their knowledge to education. Of and, in humans, with children, college students and older adults. course, when William James wrote his book on Talks for Teachers in Further, the effect occurs with many sorts of materials, including 1891, there was not much of an empirical research base on which educationally relevant ones. -
Comparison Between Two Methodological Paradigms of Conditioned Place Preference with Methlyphenidate
East Tennessee State University Digital Commons @ East Tennessee State University Undergraduate Honors Theses Student Works 12-2013 Comparison between Two Methodological Paradigms of Conditioned Place Preference with Methlyphenidate. Bryce D. Watson East Tennessee State University Follow this and additional works at: https://dc.etsu.edu/honors Part of the Psychiatry and Psychology Commons Recommended Citation Watson, Bryce D., "Comparison between Two Methodological Paradigms of Conditioned Place Preference with Methlyphenidate." (2013). Undergraduate Honors Theses. Paper 89. https://dc.etsu.edu/honors/89 This Honors Thesis - Open Access is brought to you for free and open access by the Student Works at Digital Commons @ East Tennessee State University. It has been accepted for inclusion in Undergraduate Honors Theses by an authorized administrator of Digital Commons @ East Tennessee State University. For more information, please contact [email protected]. Watson 1 Comparison between Two Methodological Paradigms of Conditioned Place Preference with Methlyphenidate By Bryce Watson The Honors College Honors in Discipline Program East Tennessee State University Department of Psychology December 9, 2013 Russell Brown, Faculty Mentor David Harker, Faculty Reader Eric Sellers, Faculty Reader Watson 2 Abstract The aim of this thesis is to examine the mechanisms of Methylphenidate (MPH) on Conditioned Place Preference (CPP), a behavioral test of reward. The psychostimulant MPH is therapeutically used in the treatment of ADHD, but has been implicated in many pharmacological actions related to drug addiction and is considered to have abuse potential. Past work in our lab and others have shown substantial sex-differences in the neuropharmacological profile of MPH. Here a discussion of the relevant mechanisms of action of MPH and its relationship to neurotrophins and CPP are reviewed. -
Chapter 6 Objectives Memory
Chapter 6 Objectives Memory After studying this chapter, students should be able to: Introduction: What Is Memory? 1. Define memory, and explain the processes of encoding, storage, and retrieval. 2. Describe the stage model of memory, and describe how each of the three stages functions. 3. Discuss the function, duration, capacity, and types of sensory memory, and explain how George Sperling’s experiment advanced the understanding of sensory memory. 4. Describe the function, duration, and capacity of short-term memory, and explain the usefulness of chunking. 5. Explain the functions of the different components in Baddeley’s model of working memory. 6. Give examples of maintenance rehearsal and elaborative rehearsal, and explain why one of these is more effective in encoding long-term memories. 7. Describe the types of information in long-term memory, and explain the differences between implicit memory and explicit memory. 8. Culture and Human Behavior: Discuss the findings of research that investigated the earliest memories in European American college students compared to Chinese and Taiwanese college students. 9. Discuss the organization of information in long-term memory. Retrieval: Getting Information from Long-Term Memory 10. Define retrieval, noting how retrieval cues work, and describe what happens when retrieval fails, as in a tip-of-the-tongue (TOT) experience. 11. Compare and contrast recognition and recall in terms of retrieval. Compare free recall with cued recall. How do these factors influence the serial position effect? 12. Discuss the context effect and mood congruence as different forms of the encoding specificity principle, and evaluate the accuracy of flashbulb memories. -
Serial Position Effects and Forgetting Curves: Implications in Word
Studies in English Language Teaching ISSN 2372-9740 (Print) ISSN 2329-311X (Online) Vol. 2, No. 3, 2014 www.scholink.org/ojs/index.php/selt Original Paper Serial Position Effects and Forgetting Curves: Implications in Word Memorization Guijun Zhang1* 1 Department of Foreign Languages, China Pharmaceutical University, Nanjing, China * Guijun Zhang, E-mail:[email protected] Abstract Word memorization is important in English learning and teaching. The theory and implications of serial position effects and forgetting curves are discussed in this paper. It is held that they help students understand the psychological mechanisms underlying word memorization. The serial position effects make them to consider the application the chunking theory in word memorization; the forgetting curve reminds them to repeat the words in long-term memory in proper time. Meanwhile the spacing effect and elaborative rehearsal effect are also discussed as they are related to the forgetting curve. Keywords serial position effects, forgetting curves, word memorization 1. Introduction English words are extraordinarily significant for English foreign language (EFL) learners because they are the essential basis of all language skills. As Wilkins said, “...while without grammar very little can be conveyed, without vocabulary nothing can be conveyed” (Wilkins, 1972). Effective word memorization plays a significant role in the process of vocabulary learning. Researchers have and are still pursuing and summarizing the effective memory methods. Schmitt, for example, classified vocabulary memory strategies into more than twenty kinds (Schmitt, 1997, p. 34). However, it is hard to improve the efficiency of the vocabulary memory in that different students remember the huge amount of words with some certain method or methods that may not suit them. -
Where Companies Go Wrong with Learning and Development by Steve Glaveski
REPRINT H055J1 PUBLISHED ON HBR.ORG OCTOBER 02, 2019 ARTICLE BUSINESS EDUCATION Where Companies Go Wrong with Learning and Development by Steve Glaveski This article is made available to you with compliments of EGN for your personal use. Further posting, copying, or distribution is not permitted. BUSINESS EDUCATION Where Companies Go Wrong with Learning and Development by Steve Glaveski OCTOBER 02, 2019 GREGOR SCHUSTER/GETTY IMAGES Organizations spent $359 billion globally on training in 2016, but was it worth it? Not when you consider the following: • 75% of 1,500 managers surveyed from across 50 organizations were dissatisfied with their company’s Learning & Development (L&D) function; COPYRIGHT © 2019 HARVARD BUSINESS SCHOOL PUBLISHING CORPORATION. ALL RIGHTS RESERVED. 2 • 70% of employees report that they don’t have mastery of the skills needed to do their jobs; • Only 12% of employees apply new skills learned in L&D programs to their jobs; and • Only 25% of respondents to a recent McKinsey survey believe that training measurably improved performance. Not only is the majority of training in today’s companies ineffective, but the purpose, timing, and content of training is flawed. Learning for the Wrong Reasons Bryan Caplan, professor of economics at George Mason University, and author of The Case Against Education, says in his book that education often isn’t so much about learning useful job skills, but about people showing off, or “signaling.” Today’s employees often signal through continuous professional education (CPE) credits so that they can make a case for a promotion. L&D staff also signal their worth by meeting flawed KPIs, such as the total CPE credits employees earn, rather than focusing on the business impact created. -
Teaching the Science of Learning Yana Weinstein1* , Christopher R
Weinstein et al. Cognitive Research: Principles and Implications (2018) 3:2 Cognitive Research: Principles DOI 10.1186/s41235-017-0087-y and Implications TUTORIALREVIEW Open Access Teaching the science of learning Yana Weinstein1* , Christopher R. Madan2,3 and Megan A. Sumeracki4 Abstract The science of learning has made a considerable contribution to our understanding of effective teaching and learning strategies. However, few instructors outside of the field are privy to this research. In this tutorial review, we focus on six specific cognitive strategies that have received robust support from decades of research: spaced practice, interleaving, retrieval practice, elaboration, concrete examples, and dual coding. We describe the basic research behind each strategy and relevant applied research, present examples of existing and suggested implementation, and make recommendations for further research that would broaden the reach of these strategies. Keywords: Education, Learning, Memory, Teaching Significance educators who might be interested in integrating the Education does not currently adhere to the medical strategies into their teaching practice, (b) science of learn- model of evidence-based practice (Roediger, 2013). ing researchers who are looking for open questions to help However, over the past few decades, our field has made determine future research priorities, and (c) researchers in significant advances in applying cognitive processes to other subfields who are interested in the ways that princi- education. From this work, specific recommendations ples from cognitive psychology have been applied to can be made for students to maximize their learning effi- education. ciency (Dunlosky, Rawson, Marsh, Nathan, & Willing- While the typical teacher may not be exposed to this ham, 2013; Roediger, Finn, & Weinstein, 2012). -
Nicolas Schweighofer's Curriculum Vitae
CURRICULUM VITAE NICOLAS SCHWEIGHOFER, PhD PERSONAL INFORMATION University Address: Division of Biokinesiology and Physical Therapy University of Southern California Los Angeles, CA, 90089-9006 Phone: (1) 323 -442 -1838 Email: [email protected] Lab website: http://pt.usc.edu/labs/cnrl EDUCATION AND PROFESSIONAL APPOINTMENTS UNIVERSITY EDUCATION 1991-1995 PhD, University of Southern California, Los Angeles: Neuroscience, (Computational Neuroscience Emphasis) (Advisor: Dr. M. Arbib) 1988-1990 Diplôme d’Ingénieur, Ecole Nationale Supérieure de Mécanique, Nantes, France (since ‘Ecole Centrale de Nantes’): Mechanics and Control System Engineering 1985-1987 Undergraduate training: Mathématiques Spéciales P’, Lycée Descartes, Tours, France: Advanced Mathematics and Physics POST-GRADUATE TRAINING 1996-1997 Postdoctoral Fellow, Human Information Science, ATR, Kyoto, Japan: Computational Neuroscience (Mentor: Dr. M. Kawato) APPOINTMENTS 2011-Present Associate Professor (with Tenure), Division of Biokinesiology & Physical Therapy, University of Southern California 2011-Present Joint Appointment (courtesy), Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California 2004-Present Joint Appointment (courtesy), Department of Computer Science, Viterbi School of Engineering, University of Southern California 2004-Present Joint Appointment (courtesy), Neuroscience Graduate Program, University of Southern California 2004-2010 Assistant Professor (Tenure track), Division of Biokinesiology & Physical Therapy, University -
Modelling Language Learning of Duolingo Users
Modelling language learning of Duolingo users Floor Dikker STUDENT NUMBER: 2017217 THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE IN DATA SCIENCE & SOCIETY DEPARTMENT OF COGNITIVE SCIENCE & ARTIFICIAL INTELLIGENCE SCHOOL OF HUMANITIES AND DIGITAL SCIENCES TILBURG UNIVERSITY Thesis committee: Dr. Hendrickson Dr. Alishahi Tilburg University School of Humanities and Digital Sciences Department of Cognitive Science & Artificial Intelligence Tilburg, The Netherlands June, 2019 Data Science and Society 2019 2 Data Science and Society 2019 Preface Dear reader, I present to you my thesis about modelling language learning of users of Duolingo. First of all, I would like to thank Dr. Hendrickson for his guidance. I have found our meetings and your suggestions very helpful. Moreover, your enthusiasm is very contagious which made writing this thesis a more fun experience. I would also like to thank my parents and brother for offering support during my entire studies and always offering a listening ear. Finally, I would like to thank my boyfriend for supporting me all the way. I hope you enjoy reading my thesis, Floor Dikker 3 Data Science and Society 2019 Table of Contents 1. Introduction ....................................................................................................... 6 2. Related Work..................................................................................................... 9 2.1 The SLAM challenge ................................................................................... -
General Psychology
PSY 100: General Psychology John M. Kelley, Ph.D. Professor of Psychology, Endicott College Staff Psychologist, Massachusetts General Hospital Deputy Director, Program in Placebo Studies at Harvard Medical School 1 PSY 100: General Psychology John M. Kelley, Ph.D. AC 165 [email protected] 978-232-2386 2 Psychological Questions I • What makes a song popular? • Why do we dream? Do dreams have meaning? • Is intelligence inherited or developed? • How good is eyewitness testimony? 3 Psychological Questions II Small Groups (handout) • Are men more violent than women? Why? • Are people fundamentally good or evil? • Is alcoholism a disease? Are alcoholics at fault? • What causes depression? • Why do people self-destruct with alcohol or drugs? • Is there such a thing as free will? • Do our minds exist independently of our brains? 4 Chapter 1: Introduction and Research Methods • Psychology is the scientific study of behavior and mental processes • Empirical evidence (empirical vs. theoretical methods of investigation) • Critical thinking (skepticism vs. cynicism) • Who are better drivers: Men or Women? 5 Four Goals of Psychology • Describe • Explain • Predict • Change • Example: Major Depressive Disorder 6 Four Goals of Psychology • Describe: Clearly describe and classify behavior: What is depression? How does it progress? • Explain: What causes depression? Nature vs. Nurture? Genes vs. Experience • Predict: Which individuals are likely to become depressed? How will a person’s depression progress? Who will respond to treatment? • Change: Interpersonal therapy, cognitive and behavioral therapy, medication, ECT, surgery? 7 Types of Psychologists • Clinical (therapists - psychologists vs. psychiatrists) • Counseling • School • Social and Personality • Biological and Neuroscientists • Developmental • Cognitive 8 Types of Psychologists 9 Seven Psychological Perspectives 1.