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Formal Grammars of Early Language
Formal Grammars of Early Language Shuly Wintner1, Alon Lavie2, and Brian MacWhinney3 1 Department of Computer Science, University of Haifa [email protected] 2 Language Technologies Institute, Carnegie Mellon University [email protected] 3 Department of Psychology, Carnegie Mellon university [email protected] Abstract. We propose to model the development of language by a series of formal grammars, accounting for the linguistic capacity of children at the very early stages of mastering language. This approach provides a testbed for evaluating theories of language acquisition, in particular with respect to the extent to which innate, language-specific mechanisms must be assumed. Specifically, we focus on a single child learning English and use the CHILDES corpus for actual performance data. We describe a set of grammars which account for this child's utterances between the ages 1;8.02 and 2;0.30. The coverage of the grammars is carefully evaluated by extracting grammatical relations from induced structures and comparing them with manually annotated labels. 1 Introduction 1.1 Language acquisition Two competing theories of language acquisition dominate the linguistic and psycho-linguistic communities [59, pp. 257-258]. One, the nativist approach, orig- inating in [14{16] and popularized by [47], claims that the linguistic capacity is innate, expressed as dedicated \language organs" in our brains; therefore, certain linguistic universals are given to language learners for free, requiring only the tuning of a set parameters in order for language to be fully acquired. The other, emergentist explanation [2, 56, 37, 38, 40, 41, 59], claims that language emerges as a result of various competing constraints which are all consistent with general cognitive abilities, and hence no dedicated provisions for universal grammar are required. -
How Babies Think
osq216Gpnk3p.indd 4 3/9/16 5:37 PM RAISE GREAT Thirty years ago most psychologists, KIDS philosophers and psychiatrists thought that babies and young children were ir- rational, egocentric and amoral. They believed children were locked in the con- crete here and now—unable to under- Even the stand cause and effect, imagine the ex - periences of other people, or appreciate youngest the difference between reality and fanta- sy. People still often think of children as children know, defective adults. experience and But in the past three decades scien- tists have discovered that even the young- learn far more est children know more than we would ever have thought possible. Moreover, than scientists studies suggest that children learn about the world in much the same way that sci- Photographs by ever thought entists do—by conducting experiments, Timothy analyzing statistics, and forming intuitive Archibald possible theories of the physical, biological and psychological realms. Since about 2000, researchers have started to understand the underlying computational, evolutionary and neurological mechanisms that under- pin these remarkable early abilities. These revolutionary ndings not only change our ideas about babies, they give us a fresh perspective on human nature itself. PHYSICS FOR BABIES Why were we so wrong about babies for so long? If you look cursorily at children who are four years old and younger (the age range I will discuss in this article), you might indeed conclude that not much is going on. Babies, after all, cannot talk. And even preschoolers are not good at re- porting what they think. Ask your aver- age three-year-old an open-ended ques- tion, and you are likely to get a beautiful but incomprehensible stream-of-con- sciousness monologue. -
Selected Books, Articles, and Monographs for the Guidance Of
Dnet,MFti R F SUMF CG 002 982 ED 023 121 24 By -McGuire, Carson Behavioral Science Memorandum Number10. Texas Univ., Austin. Research andDevelopment Center for TeacherEducation. Spons Agency -Office of Education(DHEW), Washington, D C. Report No -BSR -M -10 Bureau No -BR -5 -0249 Pub Date 66 Contract -OEC -6 -10 -108 Note -36p.; Includes Addenda toBehavioral Science MemorandumNumber 10. EDRS Price MF -$025 HC -$190 Development, *Teacher Education Descriptors -*Annotated Bibliographies,*Child Development, *Human Number 10 was theinitial venture intoannotating Behavioral Science Memorandum of busy instructors selected books, articles,and monographsfor the guidance responsible for teacher education.The responses to theannotated bibliographies Apparently some sortof handbook forlearning throughguided have been positive. teacher discovery is a possible meansof orienting collegeprofessors and students in education to the realizationthat the mafor objective inthe educational encounter is regurgitation" in examinationsbut the not "soaking vp"information for later "selective information as it intellectual capabilities necessaryto relate new acquisition of the annotated entries) develops to theunderlying principles of afield study. (137 (AUTHOR) via_57-0.240 EDUCATION RESEARCH AND DEVELOPMENTCENTER TN TEAChTH THE UNIVERSITY OFTEXAS Behavioral ScienceMemorandum No. 10 July, 1966 S.H. 308 Bibliographies other Child and HumanDevelopment and the The two bibliographies in thismemorandum, one on and literature. They point to books on Human Development andEducation, merely sample the well as some tiresomereading. What the journals which provide many ideasand explanations, as be of interest toother persons. writer regards as "tiresome" orirrelevant, of course, may IMPORTANT NOTE without much writtenfeedback. The A number of memoranda and aNewsletter have been issued from our readers. -
Four Perspectives
Educational Psychology important notes Theories about human learning can be grouped into four broad "perspectives". These are Behaviorism - focus on observable behavior Cognitive - learning as purely a mental/ neurological process Humanistic - emotions and affect play a role in learning Social - humans learn best in group activities The development of these theories over many decades is a fascinating story. Some theories developed as a negative reaction to earlier ones. Others built upon foundational theories, looking at specific contexts for learning, or taking them to a more sophisticated level. There is also information here about general theories of learning, memory, and instructional methodology. Read brief descriptions of these four general perspectives here: Learning www.allonlinefree.comTheories: Four Perspectives Within each "perspective" listed below, there may be more than one cluster of theories. Click on the name of the theorist to go to the page with biographical information and a description of the key elements of his/her theory. www.allonlinefree.com Educational Psychology important notes 1. Behaviorist Perspective Classical Conditioning: Stimulus/Response Ivan Pavlov 1849-1936 Classical Conditioning Theory Behaviorism: Stimulus, Response, Reinforcement John B. Watson 1878-1958 Behaviorism Edward L. Thorndike 1874-1949 Connectivism Edwin Guthrie 1886-1959 Contiguity Theory B. F. Skinner 1904-1990 Operant Conditioning William Kaye Estes 1919 - Stimulus Sampling Theory Neo-behaviorism: Stimulus-Response; Intervening Internal -
Psycholinguistic Research Methods 251
Psycholinguistic Research Methods 251 See also: Deixis and Anaphora: Pragmatic Approaches; Freud S (1915). ‘Die Verdra¨ngung.’ In Gesammelte Werke Jakobson, Roman (1896–1982); Lacan, Jacques (1901– X. Frankfurt am Main: Imago. 1940–1952. 1981); Metaphor: Psychological Aspects; Metonymy; Lacan J (1955–1956). Les Psychoses. Paris: Seuil, 1981. Rhetoric, Classical. Lacan J (1957). ‘L’instance de la lettre dans l’inconscient ou la raison depuis Freud.’ In E´ crits. Paris: Seuil, 1966. Lacan J (1957–1958). Les formations de l’inconscient. Bibliography Paris: Seuil, 1998. Lacan J (1959). ‘D’une question pre´liminaire a` tout traite- Freud S (1900). ‘Die Traumdeutung.’ In Gesammelte werke ment possible de la psychose.’ In E´ crits. Paris: Seuil, II-III. Frankfurt am Main: Imago. 1940–1952. 1966. Freud S (1901). ‘Zur Psychopathologie des Alltagslebens.’ Lacan J (1964). Les quatre concepts fondamentaux de la In Gesammelte werke IV. Frankfurt am Main: Imago. psychanalyse. Paris: Seuil, 1973. 1940–1952. Lacan J (1969–1970). L’envers de la psychanalyse. Paris: Freud S (1905). ‘Der Witz und seine Beziehung zum Unbe- Seuil, 1991. wussten.’ In Gesammelte Werke, VI. Frankfurt am Main: Imago. 1940–1952. Psycholinguistic Research Methods S Garrod, University of Glasgow, Glasgow, UK This usually involves taking the average of the values ß 2006 Elsevier Ltd. All rights reserved. of the dependent variable (response latencies) for each value of the independent variable (each list of words acquired at different ages) and establishing Psycholinguistics aims to uncover the mental repre- whether the differences associated with the different sentations and processes through which people pro- values of the independent variable are statistically duce and understand language, and it uses a wide reliable. -
A History of Instructional Design and Technology: Part II: a History of Instructional Design
AAH GRAPHICS, INC. / (540) 933-6210 / FAX 933-6523 / 05-30-2001 / 10:39 A History of Instructional Design and Technology: Part II: A History of Instructional Design Robert A. Reiser This is the second of a two-part article that In Part I of this article, I presented the follow- discusses the history of the field of ing definition of the field of instructional design instructional design and technology in the and technology: United States. The first part, which focused on the history of instructional media, appeared in The field of instructional design and technology the previous issue of this journal (volume 49, encompasses the analysis of learning and performance number 1). This part of the article focuses on problems, and the design, development, implementa- the history of instructional design. Starting tion, evaluation and management of instructional and with a description of the efforts to develop noninstructional processes and resources intended to improve learning and performance in a variety of set- training programs during World War II, and tings, particularly educational institutions and the continuing on through the publication of some workplace. Professionals in the field of instructional of the first instructional design models in the design and technology often use systematic instruc- 1960s and 1970s, major events in the tional design procedures and employ a variety of development of the instructional design instructional media to accomplish their goals. More- over, in recent years, they have paid increasing atten- process are described. Factors that have tion to noninstructional solutions to some performance affected the field of instructional design over problems. -
Children's Causal Inferences from Indirect Evidence
Running head: CHILDREN’S CAUSAL INFERENCES Children’s causal inferences from indirect evidence: Backwards blocking and Bayesian reasoning in preschoolers David M. Sobel Department of Cognitive and Linguistic Sciences, Brown University Joshua B. Tenenbaum Department of Brain and Cognitive Sciences, MIT Alison Gopnik Department of Psychology, University of California at Berkeley Cognitive Science in press. Children’s causal 2 Abstract Previous research suggests that children can infer causal relations from patterns of events. However, what appear to be cases of causal inference may simply reduce to children recognizing relevant associations among events, and responding based on those associations. To examine this claim, in Experiments 1 and 2, children were introduced to a “blicket detector”, a machine that lit up and played music when certain objects were placed upon it. Children observed patterns of contingency between objects and the machine’s activation that required them to use indirect evidence to make causal inferences. Critically, associative models either made no predictions, or made incorrect predictions about these inferences. In general, children were able to make these inferences, but some developmental differences between 3- and 4- year-olds were found. We suggest that children’s causal inferences are not based on recognizing associations, but rather that children develop a mechanism for Bayesian structure learning. Experiment 3 explicitly tests a prediction of this account. Children were asked to make an inference about ambiguous data based on the base-rate of certain events occurring. Four- year-olds, but not 3-year-olds were able to make this inference. Children’s causal 3 Children’s causal inferences from indirect evidence: Backwards blocking and Bayesian reasoning in preschoolers As adults, we know a remarkable amount about the causal structure of the world. -
Katherine Nelson (1930- 2018)
NEWS POSTED AUGUST 14, 2018 In Memoriam: Katherine Nelson (1930- 2018) It is with great sadness that we announce the passing of another great in our field this week, a giant in the field of language acquisition. Katherine Nelson helped us all appreciate the power of the environment in shaping children’s language development. She was one of the first who looked at individual patters within our broader theories (the referential and expressive child) and helped forward the idea that children need to see words used across a number of contexts to build up their mental dictionaries. A note from her family is below: Katherine Nelson, a pioneering scholar of the development of language and cognition in children, died at home on August 10, 2018. Katherine Nelson’s research career shed new light on the role of language in the development of cognition. Her early research examined differences in how children organized word recall; later work also focused on scripts and autobiographical memory as critical domains. Throughout her work, Katherine emphasized the social context of experience as well as individual stylistic differences among children on developing capacities for language and thought. Her work illuminates the complex interactions among experience, environment, and language in cognitive development. Katherine grew up in a home infused with the common-sense spirit of the Swedish-Minnesotan heritage of her parents. She was the youngest of three children. Raised during the Great Depression and World War II mostly in Arlington, Virginia (with a stint in dust bowl-era Nebraska), she recalled her father regularly asking the children at the dinner table to report on what they had done for their country that day. -
JEROME SEYMOUR BRUNER COURTESY of RANDALL FOX 1 October 1915
JEROME SEYMOUR BRUNER COURTESY OF RANDALL FOX 1 october 1915 . 5 june 2016 PROCEEDINGS OF THE AMERICAN PHILOSOPHICAL SOCIETY VOL. 161, NO. 4, DECEMBER 2017 biographical memoirs s a student of narrative, Jerome (Jerry) Seymour Bruner knew well that one can tell many stories about an individual person, Aevent, and life. Indeed, at the start of his autobiography, Jerry Bruner wrote, “I can find little in [my childhood] that would lead anybody to predict that I would become an intellectual or an academic, even less a psychologist.” And yet, it is appropriate—if not essential—to begin this memoir with the fact that Jerry Bruner was born blind. Only at age 2, after two successful cataract operations (Jerry spoke of “good luck and progress in ophthalmology”) could Jerry see. For the rest of his lengthy and event-filled life, he wore memorably thick corrective lenses. And when he was not peering directly at you—be you an audience of one or of one thousand—he would grasp his glasses firmly in his palm and punctuate his fluent speech with dramatic gestures. As a younger child of an affluent Jewish family living in the suburbs of New York City, Jerry was active, playful, and fun-loving—not partic- ularly intellectual or scholarly. His sister Alice wondered why he was always asking questions; Jerry later quipped that he was “trying out hypotheses.” Freud said that the death of a father is the most important event in a man’s life. Whether or not cognizant of this psychoanalytic pronouncement, Bruner seldom referred to his mother; he devoted much more space in his autobiography and much more time in conver- sation to commemorating his father: “Everything changed, collapsed, after my father died when I was twelve, or so it seemed to me.” And indeed, as he passed through adolescence and into early adulthood, Bruner became a much more serious student, a budding scholar, a wide-ranging intellectual. -
Harry Harlow, John Bowlby and Issues of Separation
Integr Psych Behav (2008) 42:325–335 DOI 10.1007/s12124-008-9071-x INTRODUCTION TO THE SPECIAL ISSUE Loneliness in Infancy: Harry Harlow, John Bowlby and Issues of Separation Frank C. P. van der Horst & René van der Veer Published online: 13 August 2008 # The Author(s) 2008. This article is published with open access at Springerlink.com Abstract In this contribution, the authors give an overview of the different studies on the effect of separation and deprivation that drew the attention of many in the 1940s and 1950s. Both Harlow and Bowlby were exposed to and influenced by these different studies on the so called ‘hospitalization’ effect. The work of Bakwin, Goldfarb, Spitz, and others is discussed and attention is drawn to films that were used to support new ideas on the effects of maternal deprivation. Keywords Separation . Maternal deprivation . Hospitalization effect . History of psychology. Attachment theory . Harlow. Bowlby From the 1930s through the 1950s clinical and experimental psychology were dominated by ideas from Freud’s psychoanalytic theory and Watson’s behaviorism. Although very different in their approach to the study of (human) behavior, psychoanalysts and behaviorists held common views on the nature of the bond between mother and infant. According to scientists from both disciplines the basis for this relationship was a secondary drive, i.e. the fact that the child valued and loved the mother was because she reduced his or her primary drive for food. The central figure of this special issue, American animal psychologist Harry Harlow (1905–1981), in the 1950s shifted his focus from studies of learning in monkeys (e.g., Harlow and Bromer 1938; Harlow 1949) to a more developmental approach—or in Harlow’s own words a transition “from learning to love” (cf. -
Pre´Cis of the Origin of Concepts
BEHAVIORAL AND BRAIN SCIENCES (2011) 34, 113–167 doi:10.1017/S0140525X10000919 Pre´cis of The Origin of Concepts Susan Carey Department of Psychology, Harvard University, Cambridge, MA 02138 [email protected] Abstract: A theory of conceptual development must specify the innate representational primitives, must characterize the ways in which the initial state differs from the adult state, and must characterize the processes through which one is transformed into the other. The Origin of Concepts (henceforth TOOC) defends three theses. With respect to the initial state, the innate stock of primitives is not limited to sensory, perceptual, or sensorimotor representations; rather, there are also innate conceptual representations. With respect to developmental change, conceptual development consists of episodes of qualitative change, resulting in systems of representation that are more powerful than, and sometimes incommensurable with, those from which they are built. With respect to a learning mechanism that achieves conceptual discontinuity, I offer Quinian bootstrapping. TOOC concludes with a discussion of how an understanding of conceptual development constrains a theory of concepts. Keywords: bootstrapping; concept; core cognition; developmental discontinuity; innate primitive 1. Introduction determines the content of any given mental symbol (i.e., what determines which concept it is, what determines The human conceptual repertoire is a unique phenom- the symbol’s meaning). (In the context of theories of enon, posing a formidable challenge to the disciplines of mental or linguistic symbols, I take “content” to be the cognitive sciences. How are we to account for the roughly synonymous with “meaning.”) The theory must human capacity to create concepts such as electron, also specify how it is that concepts may function in cancer, infinity, galaxy, and wisdom? thought, by virtue of what they combine to form prop- A theory of conceptual development must have three ositions and beliefs, and how they function in inferential components. -
Celebrating 50 Years of LRDC (PDF)
UNIVERSITY OF PITTSBURGH Celebrating 50 Years of LRDC This report was published in 2014 by the University of Pittsburgh Learning Research and Development Center. THIS REPORT CELEBRATES THE UNIVERSITY OF PITTSBURGH LEARNING RESEARCH AND DEVELOPMENT CENTER’S (LRDC) 50 YEARS AS A LEADING INTERDISCIPLINARY CENTER FOR RESEARCH ON LEARNING AND EDUCATION. IT PROVIDES GLIMPSES OF LRDC OVER THE YEARS AND HIGHLIGHTS SOME OF THE EXCITING WORK THAT OCCUPIES OUR CURRENT RESEARCH AND DEVELOPMENT AGENDA. The Center’s interconnected programs of research and development have reflected its mission of stimulating interaction between research and practice across a broad spectrum of problems, from the neural basis of learning to the development of intelligent tutors to educational policy. Among research institutions in learning and education, this interconnected breadth is unique. The Center’s research has been equally wide-ranging in the domains of learning it has studied. Reading, mathematics, and science—staples of education—have been a continuing focus over much of LRDC’s 50 years. However, the Center also has addressed less-studied learning domains (e.g., history, geography, avionics, and law) as well as the reasoning and intellectual abilities that serve learning across domains. Moreover, social settings for learning, including those outside schools; teaching effectiveness; and technol- ogy for learning are all part of LRDC’s research story. LRDC’s ability to sustain research programs across these diverse, intersecting problems owes much to the cooperation of its partnering schools and depart- ments in the University. The leadership of the University of Pittsburgh has made possible what is often very difficult: a research center that has been able to effectively pursue truly cross-disciplinary research programs.