Supported Collaborative Learning at the Workplace
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Distributed Cognition As the Basis for Adaptation and Homeostasis In
DISTRIBUTEDCOGNITIONASTHEBASISFORADAPTATION ANDHOMEOSTASISINROBOTS james henry stovold Doctor of Philosophy University of York Computer Science July 2016 ABSTRACT Many researchers approach the problem of building autonomous systems by looking to biology for inspiration. This has given rise to a wide-range of artificial systems mimicking their biological counterparts—artificial neural networks, artificial endocrine systems, and artificial musculoskeletal systems are prime examples. While these systems are succinct and work well in isolation, they can become cumbersome and complicated when combined to perform more complex tasks. Autonomous behaviour is one such complex task. This thesis considers autonomy as the complex behaviour it is, and proposes a bottom-up approach to developing autonomous beha- viour from cognition. This consists of investigating how cognition can provide new approaches to the current limitations of swarm systems, and using this as the basis for one type of autonomous behaviour: artificial homeostasis. Distributed cognition, a form of emergent cognition, is most often described in terms of the immune system and social insects. By taking inspiration from distributed cognition, this thesis details the development of novel algorithms for cognitive decision-making and emergent identity in leaderless, homogenous swarms. Artificial homeostasis is provided to a robot through an architecture that combines the cognitive decision-making algorithm with a simple associative memory. This architecture is used to demonstrate how a simple architecture can endow a robot with the capacity to adapt to an unseen environment, and use that information to proactively seek out what it needs from the environment in order to maintain its internal state. iii CONTENTS Abstract iii Table of Contents v List of Figures viii List of Tables xi List of Code Listings xii Acknowledgements xiii Declaration xv 1 introduction 1 1.1 Motivation . -
GB-Human Computation Handbook
From Human Computation to the Global Brain: the self-organization of distributed intelligence Francis Heylighen Global Brain Institute Vrije Universiteit Brussel Introduction The present chapter wishes to investigate the wider context of human computation, viewing it as merely one approach within the broad domain of distributed human-computer symbiosis. The multifarious developments in the “social” Internet have shown the great potential of large-scale col- laborative systems that involve both people and the various information and communication technologies (ICT) that process, store and distribute data. Here, I wish to explore this development in the broadest sense, as the self-organization of a distributed intelligence system at the planetary level—a phenomenon that has been called the “global brain”. To get there, I will first define and illustrate the fundamental concept of distributed intelligence. Then I will review how such an intelligent net- work emerges and grows through a combination of self-organization and design. Finally, I will sketch some potential applications of the anticipated global brain. Human-computer complementarity The rationale for human computation is that people have certain intrinsic skills that are difficult to reproduce in computer programs. A computation system that requires those skills must therefore include people as informa- tion-processing agents. Thus, in human computation, people and comput- ers are supposed to work together synergetically, the one complementing the other. The reason for this complementarity lies in the fact that humans and com- puters process information in very different ways. Computers excel at ac- curately storing and retrieving discrete items, such as numbers or strings of characters. -
Embodied Mind, Situated Cognition, and Expressive Microtiming In
http://cnmat.berkeley.edu/publications/embodied-mind-situated-cognition-and-expressive-microtiming-african- american-music Embodied Mind, Situated Cognition, and Expressive Microtiming in African-American Music Author(s): Vijay Iyer Source: Music Perception: An Interdisciplinary Journal, Vol. 19, No. 3 (Spring 2002), pp. 387-414 Published by: University of California Press Stable URL: http://www.jstor.org/stable/10.1525/mp.2002.19.3.387 Accessed: 30-03-2017 21:59 UTC JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at http://about.jstor.org/terms University of California Press is collaborating with JSTOR to digitize, preserve and extend access to Music Perception: An Interdisciplinary Journal This content downloaded from 162.233.200.40 on Thu, 30 Mar 2017 21:59:20 UTC All use subject to http://about.jstor.org/terms Music Perception © 2002 BY THE REGENTS OF THE UNIVERSITY OF CALIFORNIA Spring 2002, Vol. 19, No. 3, 387–414 ALL RIGHTS RESERVED. Embodied Mind, Situated Cognition, and Expressive Microtiming in African-American Music V I J AY I Y E R New York City The dual theories of embodied mind and situated cognition, in which physical/temporal embodiment and physical/social/cultural environment contribute crucially to the structure of mind, are brought to bear on issues in music perception. -
Human Enhancement Technologies and Our Merger with Machines
Human Enhancement and Technologies Our Merger with Machines Human • Woodrow Barfield and Blodgett-Ford Sayoko Enhancement Technologies and Our Merger with Machines Edited by Woodrow Barfield and Sayoko Blodgett-Ford Printed Edition of the Special Issue Published in Philosophies www.mdpi.com/journal/philosophies Human Enhancement Technologies and Our Merger with Machines Human Enhancement Technologies and Our Merger with Machines Editors Woodrow Barfield Sayoko Blodgett-Ford MDPI • Basel • Beijing • Wuhan • Barcelona • Belgrade • Manchester • Tokyo • Cluj • Tianjin Editors Woodrow Barfield Sayoko Blodgett-Ford Visiting Professor, University of Turin Boston College Law School Affiliate, Whitaker Institute, NUI, Galway USA Editorial Office MDPI St. Alban-Anlage 66 4052 Basel, Switzerland This is a reprint of articles from the Special Issue published online in the open access journal Philosophies (ISSN 2409-9287) (available at: https://www.mdpi.com/journal/philosophies/special issues/human enhancement technologies). For citation purposes, cite each article independently as indicated on the article page online and as indicated below: LastName, A.A.; LastName, B.B.; LastName, C.C. Article Title. Journal Name Year, Volume Number, Page Range. ISBN 978-3-0365-0904-4 (Hbk) ISBN 978-3-0365-0905-1 (PDF) Cover image courtesy of N. M. Ford. © 2021 by the authors. Articles in this book are Open Access and distributed under the Creative Commons Attribution (CC BY) license, which allows users to download, copy and build upon published articles, as long as the author and publisher are properly credited, which ensures maximum dissemination and a wider impact of our publications. The book as a whole is distributed by MDPI under the terms and conditions of the Creative Commons license CC BY-NC-ND. -
Redalyc. Constructivism, the So-Called Semantic Learning
Scientific Information System Network of Scientific Journals from Latin America, the Caribbean, Spain and Portugal Juan José Aparicio, María Rodríguez Moneo Constructivism, the So-Called Semantic Learning Theories, and Situated Cognition versus the Psychological Learning Theories The Spanish Journal of Psychology, vol. 8, núm. 2, noviembre, 2005, pp. 180-198, Universidad Complutense de Madrid España Available in: http://www.redalyc.org/articulo.oa?id=17208206 The Spanish Journal of Psychology, ISSN (Printed Version): 1138-7416 [email protected] Universidad Complutense de Madrid España How to cite Complete issue More information about this article Journal's homepage www.redalyc.org Non-Profit Academic Project, developed under the Open Acces Initiative The Spanish Journal of Psychology Copyright 2005 by The Spanish Journal of Psychology 2005, Vol. 8, No. 2, 180-198 ISSN 1138-7416 Constructivism, the So-Called Semantic Learning Theories, and Situated Cognition versus the Psychological Learning Theories Juan José Aparicio1 and María Rodríguez Moneo2 1Universidad Complutense de Madrid 2Universidad Autónoma de Madrid In this paper, the perspective of situated cognition, which gave rise both to the pragmatic theories and the so-called semantic theories of learning and has probably become the most representative standpoint of constructivism, is examined. We consider the claim of situated cognition to provide alternative explanations of the learning phenomenon to those of psychology and, especially, to those of the symbolic perspective, currently -
Distributed Cognition in Classical Antiquity Reveals Diverse Notions of Distributed Cognition in the Early Greek and Roman Worlds
Edited by Miranda Anderson, THE EDINBURGH HISTORY OF DISTRIBUTED COGNITION Douglas Cairns and THE EDINBURGH HISTORY OF DISTRIBUTED COGNITION Mark Sprevak ‘Once we look for it, distributed cognition is ubiquitous in classical antiquity. This book is a fascinating examination of the tools that made thinking easier and of the complex boundaries between the individual mind and the group.’ Ruth Scodel, University of Michigan Distributed Cognition in Classical Antiquity Reveals diverse notions of distributed cognition in the early Greek and Roman worlds This collection brings together eleven essays by international specialists in classical antiquity and provides a general and a period-specific introduction to distributed cognition and the cognitive humanities. The essays look at the ways in which cognition is explicitly or implicitly conceived of as distributed across brain, body and world in Greek and Roman technology, science and medicine, material culture, philosophy and literary studies. This exploratory work will be valuable across the humanities as it reveals the historical foundations of our theoretical and practical attempts to comprehend and optimise the distributed nature of human cognition. Miranda Anderson is a Research Fellow at the University of Edinburgh. Douglas Cairns is Professor of Classics in the University of Edinburgh. Mark Sprevak is Senior Lecturer in Philosophy at the University of Edinburgh. Distributed Cognition in Classical Antiquity Cover image: © János Kass, etching made for the illustration of Madách Imre’s Az ember tragédiája (Tragedy of Man), Egypt Cover design: Bekah Mackenzie and Stuart Dalziel Edited by Miranda Anderson, Douglas Cairns and Mark Sprevak 2 Distributed Cognition in Classical Antiquity Distributed Cognition in Classical Antiquity Edited by Miranda Anderson, Douglas Cairns and Mark Sprevak Edinburgh University Press is one of the leading university presses in the UK. -
Situated Cognition
Roth, W.-M., & Jornet, A. G. (2013). Situated cognition. WIREs Cognitive Science, 4, xxx–xxx. doi: 10.1002/wcs.1242 Article type: Overview Article title: Situated cognition First author: Full name and affiliation; plus email address if corresponding author Wolff-Michael Roth*, University of Victoria, Victoria, BC, V8W 3N4, Canada [email protected] Second author: Full name and affiliation; plus email address if corresponding author Alfredo Jornet, InterMedia, University of Oslo, 0318 Oslo, Norway Abstract Following the cognitive revolution, when knowing and learning have come to be theorized in terms of representations stored and processed in the mind, empirical and theoretical developments in very different scholarly disciplines have led to the emergence of the situated cognition hypothesis, which consists of a set of interlocking theses: cognition is embodied, fundamentally social, distributed, enacted, and often works without representations. We trace the historical origins of this hypothesis and discuss the evidential support this hypothesis receives from empirical and modeling studies. We distinguish the question of where cognition is located from the question of what cognition is, because the confounding of the two questions leads to misunderstandings in the sometimes-ardent debates concerning the situated cognition hypothesis. We conclude with recommendations for interdisciplinary approaches to the nature of cognition. At the end of the 1980s, just about at the time when the cognitive revolution—based on information processing and the mind as computer metaphor—had become the dominant approach to cognition and learning, a new way of theorizing human performance emerged: situated cognition. There are claims that situated cognition view has grown rapidly over the past decade, including in the areas of cognitive and social neuroscience and (cognitive, social, and developmental) psychology.1 Such claims are substantiated by citation counts. -
Philosophical Antecendents to Situated Cognition
University of Wollongong Research Online Faculty of Law, Humanities and the Arts - Papers Faculty of Arts, Social Sciences & Humanities 1-1-2009 Philosophical antecendents to situated cognition Shaun Gallagher University of Central Florida Follow this and additional works at: https://ro.uow.edu.au/lhapapers Part of the Arts and Humanities Commons, and the Law Commons Recommended Citation Gallagher, Shaun, "Philosophical antecendents to situated cognition" (2009). Faculty of Law, Humanities and the Arts - Papers. 1424. https://ro.uow.edu.au/lhapapers/1424 Research Online is the open access institutional repository for the University of Wollongong. For further information contact the UOW Library: [email protected] Philosophical antecendents to situated cognition Abstract In this chapter I plan to situate the concept of situated cognition within the framework of antecedent philosophical work. My intention, however, is not to provide a simple historical guide but to suggest that there are still some untapped resources in these past philosophers that may serve to enrich current accounts of situated cognition. I will include embodied cognition as part of the concept of situated cognition. One often encounters these terms used togetherembodied cognition and situated cognition - and it is clear that situated cognition cannot be disembodied, although some authors emphasize one over the other or provide principled distinctions between them.1 Philosophical thought experiments notwithstanding, however, the often-encountered brain in a vat is, to say the least, in a very odd and artificial situation. Given what seems to be an essential connection between embodiment and situation, I will take the more inclusive and holistic route and view them accordingly. -
Distributed Cognitions GENERAL EDITORS: ROY PEA Psychological and Educational JOHN SEELY BROWN Considerations
Learning in doing: Social, cognitive, and computational perspectives Distributed cognitions GENERAL EDITORS: ROY PEA Psychological and educational JOHN SEELY BROWN considerations The construction zone: Working for cognitive change in school Denis Newman, Peg Grrfin, and Michael Cole Plans and situated actions: The problem of human-machine Edited by interaction Lucy Suchman GAVRIEL SALOMON Situated learning: Legitimate peripheral participation University of Ha$, Israel Jean Lave and Etienne Wenger Street mathematics and school mathematics Terezinha Nunes, Anahria Dim Schliemann, and David William Carraher Understanding practice: Perspectives on activity and context Seth Chaiklin andJean Lave (editors) I943 CAMBRIDGE UNIVERSITY PRESS Published by the Press Syndicate of the University of Cambridge The Pin Building, Trumpington Street, Cambridge CB2 1RI' 40 West 20th Street, New York, NY 10011-4211, USA Contents 10 Stamford Road, Oakleigh, Melbourne 3166, Australia 0 Cambridge Universify Press 1993 First phlished 1993 Printed in the United States of America Library of Conqcsr Catalo@n~-in-PublicdionData Disaibuted cognitions : psychological and educational considerations I / edited by Gavriel Salomon. List of contribufon page vii I p. cm. - (Learning in doing) Includes index. Series foreword ix ISBN 0-521-41406-7 (hard) xi 1. Cognition and culture. 2. Knowledge, Sociology of. 3. Cognition - Social aspects. 4. Learning. Psychology of - Social aswcts. I. Salomon. Gavriel. 11. Series. 1 A cultural-historical approach to distributed 92-41220 cognition CIP MICHAEL COLE AND YRJO ENGESTR~M A catalog record for this book is available from the British Library. 2 Practices of distributed intelligence and designs for education ISBN 0-521-41406-7 hardback ROY D. PEA 3 Person-plus: a distributed view of thinking and learning D. -
The Emergence of Distributed Cognition: a Conceptual Framework
submitted for Proceedings of Collective Intentionality IV, Siena (Italy), to be published as a special issue of Cognitive Systems Research The Emergence of Distributed Cognition: a conceptual framework Francis HEYLIGHEN, Margeret HEATH and Frank VAN OVERWALLE Vrije Universiteit Brussel, Pleinlaan 2, B-1050 Brussels, Belgium {fheyligh, mheath, fjvoverw}@vub.ac.be ABSTRACT: We propose a first step in the development of an integrated theory of the emergence of distributed cognition/extended mind. Distributed cognition is seen as the confluence of collective intelligence and “situatedness”, or the extension of cognitive processes into the physical environment. The framework is based on five fundamental assumptions: 1) groups of agents self-organize to form a differentiated, coordinated system, adapted to its environment, 2) the system co-opts external media for internal propagation of information, 3) the resulting distributed cognitive system can be modelled as a learning, connectionist network, 4) information in the network is transmitted selectively, 5) novel knowledge emerges through non-linear, recurrent interactions. The implication for collective intentionality is that such a self-organizing agent collective can develop “mental content” that is not reducible to individual cognitions. Extended Mind: collective intelligence and distributed cognition From a cybernetic perspective [Heylighen & Joslyn, 2001], a cognitive system cannot be understood as a discrete collection of beliefs, procedures, and/or modules. Cognition is a continuously evolving process which relates present perceptions via internal states to potential further perceptions and actions. It thus allows an agent to anticipate what may happen, adapt to changes in its environment, and moreover effect changes upon its environment [Kirsch & Maglio, 1994]. -
Situated Cognition and the Culture of Learning
Situated Cognition and the Culture of Learning by John Seely Brown, Allan Collins and Paul Duguid Educational Researcher; v18 n1, pp. 32-42, Jan-Feb 1989. Abstract: Many teaching practices implicitly assume that conceptual knowledge can be abstracted from the situations in which it is learned and used. This article argues that this assumption inevitably limits the effectiveness of such practices. Drawing on recent research into cognition as it is manifest in everyday activity, the authors argue that knowledge is situated, being in part a product of the activity, context, and culture in which it is developed and used. They discuss how this view of knowledge affects our understanding of learning, and they note that conventional schooling too often ignores the influence of school culture on what is learned in school. As an alternative to conventional practices, they propose cognitive apprenticeship (Collins, Brown, Newman, in press), which honors the situated nature of knowledge. They examine two examples of mathematics instruction that exhibit certain key features of this approach to teaching. The breach between learning and use, which is captured by the folk categories "know what" and "know how," may well be a product of the structure and practices of our education system. Many methods of didactic education assume a separation between knowing and doing, treating knowledge as an integral, self-sufficient substance, theoretically independent of the situations in which it is learned and used. The primary concern of schools often seems to be the transfer of this substance, which comprises abstract, decontextualized formal concepts. The activity and context in which learning takes place are thus regarded as merely ancillary to learning---pedagogically useful, of course, but fundamentally distinct and even neutral with respect to what is learned. -
The Extended Mind
2015 48th Hawaii International Conference on System Sciences New frontiers for Crowdsourcing: the Extended Mind Roger M. Whitaker, Martin Chorley, Stuart M. Allen School of Computer Science and Informatics, Cardiff University 5 The Parade, Roath, Cardiff, CF24 3AA, UK {r.m.whitaker, m.j.chorley, s.m.allen}@cs.cardiff.ac.uk Abstract well-established form of collective intelligence, that has emerged through a number of successful commericial We introduce the concept of extended mind crowd- platforms and become a viable way to conduct survey- sourcing (EMC) which capitalises on the way in which based research [2]. humans naturally extend their cognition into the envi- As technology is developing, new opportunities and ronment, using external objects such as smartphones applications for crowdsourcing are emerging. In par- and applications to augment their mental capacity. ticular discovery of collective human behaviour and This phenomenon means that human computation is inherent culture is becoming possible. Recent exam- embedded in data and devices, representing a new way ples include the characterisation of international eat- through which human cognition can be accessed for col- ing habits [3], the grand vision of the FuturICT initia- lective discoveries. We relate EMC to existing socio- tive [4] and discovery of correlations between personal- logical and psychological concepts and argue that it lies ity and decisions in the places that we visit [5]. These at the intersection of human computation, social com- developments are occurring hand-in-hand with the pro- puting and crowdsourcing. gression of technologies capable of capturing more and EMC is a way in which new problems and discov- more of our individual activity and cognition.