学习理论
The Legacy of John Von Neumann
Douban
James Glimm / John Impagliazzo … publishing house: American Mathematical Society 1990 - 1
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Dec. 3, 2020
30年前的论文集,并不过时。我感兴趣的是冯诺伊曼和计算理论相关的部分,他对神经网络发展的贡献主要是解决了稳定性问题。图灵、McCulloch-Pitts、冯诺伊曼、John Hopfield,中间穿插了十九世纪的生理学家和二十世纪的数学家们的贡献,梳理的非常清楚。
学习理论 计算理论 算法 数学 人物传记
Situated Learning
Douban Goodreads
Jean Lave / Etienne Wenger publishing house: 劍橋大學出版社 1991 - 9
In this important theoretical treatist, Jean Lave, anthropologist, and Etienne Wenger, computer scientist, push forward the notion of situated learning - that learning is fundamentally a social process. The authors maintain that learning viewed as situated activity has as its central defining characteristic a process they call legitimate peripheral participation (LPP). Learners participate in communities of practitioners, moving toward full participation in the sociocultural practices of a community. LPP provides a way to speak about crucial relations between newcomers and old-timers and about their activities, identities, artefacts, knowledge and practice. The communities discussed in the book are midwives, tailors, quartermasters, butchers, and recovering alcoholics, however, the process by which participants in those communities learn can be generalised to other social groups.
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Jan. 10, 2021
LPP的概念非常吸引人,难怪人人都要引用。我觉得有意思的地方还在于提供了一个比较社会结构的视角来理解学习。写的短小精悍。要说不满的话,就是对于实践共同体的结构,知识和技能的定义都很浅显。毕竟要用屠夫剁肉(还不是庖丁那种)和裁缝做衣服来类比学术知识好像有那么点别扭。可换个角度,作为个人如何被实践共同体接纳,这个角度来看,也未尝不可。这本书催生了一大批研究,接下来好好看一下。
教育社会学 社会学 学习理论
The Ego Tunnel: The Science of the Mind and the Myth of the Self
Douban Goodreads
Thomas Metzinger publishing house: Basic Books 2009 - 3 other title: The Ego Tunnel
We’re used to thinking about the self as an independent entity, something that we either have or are. In The Ego Tunnel , philosopher Thomas Metzinger claims otherwise: No such thing as a self exists. The conscious self is the content of a model created by our brain—an internal image, but one we cannot experience as an image. Everything we experience is “a virtual self in a virtual reality.” But if the self is not “real,” why and how did it evolve? How does the brain construct it? Do we still have souls, free will, personal autonomy, or moral accountability? In a time when the science of cognition is becoming as controversial as evolution, The Ego Tunnel provides a stunningly original take on the mystery of the mind.
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Jan. 5, 2021
无与伦比,叹为观止!「Our conscious model of reality is a low-dimensional projection of the inconceivably richer physical reality. Our sensory organs ... evolved for reasons of survival, not for depicting the enormous wealth and richness of reality in all its unfathomable depth. Therefore, the process of conscious experience is ... a tunnel through reality.」
认识论 脑科学 现象学 心灵 学习理论
The Organization of Behavior
Douban
D.O. Hebb publishing house: Psychology Press 2002 - 5
Since its publication in 1949, D.O. Hebb's, The Organization of Behavior has been one of the most influential books in the fields of psychology and neuroscience. However, the original edition has been unavailable since 1966, ensuring that Hebb's comment that a classic normally means "cited but not read" is true in his case. This new edition rectifies a long-standing problem for behavioral neuroscientists--the inability to obtain one of the most cited publications in the field. The Organization of Behavior played a significant part in stimulating the investigation of the neural foundations of behavior and continues to be inspiring because it provides a general framework for relating behavior to synaptic organization through the dynamics of neural networks. D.O. Hebb was also the first to examine the mechanisms by which environment and experience can influence brain structure and function, and his ideas formed the basis for work on enriched environments as stimulants for behavioral development. References to Hebb, the Hebbian cell assembly, the Hebb synapse, and the Hebb rule increase each year. These forceful ideas of 1949 are now applied in engineering, robotics, and computer science, as well as neurophysiology, neuroscience, and psychology--a tribute to Hebb's foresight in developing a foundational neuropsychological theory of the organization of behavior.
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Jan. 8, 2021
1949原作,推断性成份比较多。有几处对学习理论还是很有启发的(第六章、第七章)。
心理学 学习理论
The Child's Conception of the World
Douban
Jean Piaget translator: Andrew Tomlinson publishing house: Rowman & Littlefield Publishers 2007 - 9
A milestone of child psychology, The Child's Conception of the World explores the ways in which the reasoning powers of young children differ from those of adults. What conceptions of the world does the child naturally form at the different stages of its development? To what extent does the child distinguish the external world from an internal or subjective world and what limits does he or she draw between the self and objective reality? These questions make up the first problem, the child's notion of reality. A second fundamental problem is the significance of explanations put forward by the child. What use does he or she make of the notions of cause and law? Is the form of explanation presented by the child a new type? These and like questions form the second problem, the child's notion of causality. Jacques Voneche, Director of the Piaget Archives in Geneva, Switzerland, provides a preface to this classic in which he reveals the provanance of The Child's Conception of the World within the context of Piaget's other work and the then-burgeoning field of developmental psychology.
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Jan. 13, 2021
1926年成书(法文),29年译成英文。皮亚杰的第二本书,当时他30岁,了不起的杰作!用心理学的方法研究儿童的现实观(他称之为实在论,但更像是建构主义),结论基于三重的二元论(p.86),分析非常精妙(第二章,称之为科幻也不为过)。后面的扩展案例:梦境、魔法(!)、泛灵论,artificialism,每一章都异常精彩。
身心理论 学习理论 儿童 社会学 心理学
Working Knowledge
Douban
Douglas Harper publishing house: University Of Chicago Press 1987 - 7
A number of years ago, Douglas Harper moved to northern New York to teach in a small college. Upon his arrival there his department chairman noted his eight-year-old Saab and said, "You'll be meeting Willie." Haper spent the next years establishing not only a working relationship but a friendship with Willie. In "Working Knowledge," he introduces us to Willie, a mechanic and jack-of-all-trades. With this engaging and insightful profile--part biography, part ethnography, and part photo essay--Harper documents what Willie does and how he does it. Harper's dignified portrait captures a disappearing feature of modern life--the essential human factor in the world of work.
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April 9, 2021
非常、非常奇妙的一本书。抒情、缓慢,细腻,描述了一个日渐消逝的世界(纽约上州农业县)中「专业技能」(修车)的历史——只通过一位老修车工Willie。从最亲密的角度揭示工业消费如何改变我们对于维修,对于人和自己创造物(汽车),对于我们的头脑和双手在最日常语境下的关系。
人类学 社会学 教育社会学 技能 学习理论
New Learning
Douban
Mary Kalantzis / Bill Cope publishing house: 劍橋大學出版社 2008 - 8
In this, the era of the 'knowledge society', more is expected of education than ever before, yet disappointment in education seems pervasive. New Learning analyses the state of education today and presents an exciting vision of what schools could be like. It addresses the fundamental questions: what kinds of workers, citizens and individuals will our future need, and how can schools refashion themselves and become more relevant? The focus is on learners and their learning - the extraordinary diversity of their backgrounds and interests, and the dynamics of educational environments which can engage all to fully maximise the effectiveness of learning. This book by internationally renowned experts is an imaginative, future-oriented exploration of contemporary education. The supplementary web site NewLearningOnline.com includes extracts from books and interviews, case studies, keyword definitions and additional learning material.
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May 7, 2021
很好地体现出了educator's education的特定版本的教育观念。是写给大学教育学院本科生的综合性读本。围绕authentic education,把学习的不同维度区分开:社会历史背景、情境、课室、……以及大脑的运作。优点是掰地很系统,方方面面都谈到。但难免机械教条。后来还有第二版,以及配套网站上有很多视频讲解,给学生上课不错。
教材 教育 学习理论
Thinking as Communicating
Douban
Sfard, Anna 2010 - 2
This book is an attempt to change our thinking about thinking. Anna Sfard undertakes this task convinced that many long-standing, seemingly irresolvable quandaries regarding human development originate in ambiguities of the existing discourses on thinking. Standing on the shoulders of Vygotsky and Wittgenstein, the author defines thinking as a form of communication. The disappearance of the time-honoured thinking-communicating dichotomy is epitomised by Sfard's term, commognition, which combines communication with cognition. The commognitive tenet implies that verbal communication with its distinctive property of recursive self-reference may be the primary source of humans' unique ability to accumulate the complexity of their action from one generation to another. The explanatory power of the commognitive framework and the manner in which it contributes to our understanding of human development is illustrated through commognitive analysis of mathematical discourse accompanied by vignettes from mathematics classrooms.
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June 20, 2022
cognitive processes are individualized versions of interpersonal communication,妙,打开了新的大门。
学习理论
Communities of Practice
Douban
Etienne Wenger publishing house: 劍橋大學出版社 2000 - 1
This book presents a theory of learning that starts with the assumption that engagement in social practice is the fundamental process by which we get to know what we know and by which we become who we are. The primary unit of analysis of this process is neither the individual nor social institutions, but the informal 'communities of practice' that people form as they pursue shared enterprises over time. To give a social account of learning, the theory explores in a systematic way the intersection of issues of community, social practice, meaning, and identity. The result is a broad framework for thinking about learning as a process of social participation. This ambitious but thoroughly accessible framework has relevance for the practitioner as well as the theoretician, presented with all the breadth, depth, and rigor necessary to address such a complex and yet profoundly human topic.
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July 10, 2022
三星半。不夸张的说Wenger凭借这本书,只手把学习理论的解释权从心理学家那里夺了过来,把知识、社区、实践作为他的概念核心。有意思的是他这么做的方法完全抛开了学科知识体系(如果之前和Jean Lave的合作还有一点人类学影子的话)。他把所有对他产生影响的人都放在了脚注里(比方布迪厄变成了「对实践理论最有研究的学者」),并且自己发明了一套术语。Wenger也是一个不依赖于大学体制的人,所以CoP天生就自带管理培训光环。一本如此受热捧却又有点不协调的书。启发还是有。
教育社会学 学习理论
Apprenticeship in Thinking
Douban
Barbara Rogoff publishing house: Oxford University Press 1991 - 2
In this book, the author explores the mental developmental of children. unlike Piaget, Rogoff sees learning as an apprenticeship - a social activity that is mediated by parents and peers who support and challenge the child's understanding and skills. The author examines the dynamic relationship between thinking processes and the cultural context, gathering evidence from various areas. By integrating available evidence and her own research, Rogoff provides a coherent and broadly based account of cognitive development in the sociocultural context. Written in a provocative and engaging style, the text is supplemented by forty photographs and original drawings by the author.
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Aug. 15, 2022
很好的sociocultural theory 读本,互动是核心。有意思的Rogoff 认为这派从米德那里学到了很多,把人的心里发展和学习都看作是一个巨大的『过程』不断由孩子和周遭环境发生互动,并且迭代至下一阶段,但又说他们欠缺历史的一面(13页)。
学习理论
Successful Remembering and Successful Forgetting
Douban
Benjamin, Aaron S. 编 publishing house: Psychology Press Ltd 2010
The chapters in this volume are testament to the many ways in which Robert Bjork's ideas have shaped the course of research on human memory over four decades. It showcases the theoretical advances and recent findings by researchers whose work and careers have been influenced by Bjork. The first group of chapters explore the idea that forgetting is an adaptive response to the demands of a retrieval system fraught with competition - an idea that has helped recalibrate conceptualizations of memory away from one in which in which the computer is the dominant metaphor. Several chapters then review the application of research on learning and memory to enhancing human performance, reflecting Bjork's staunch commitment to translating his findings and theories to real-world settings. Later chapters address topics that are relevant to the translation of cognitive psychology to human performance, and in particular recognize the critical role of metacognition in such problems. The final chapters cover a variety of issues related to how remembering can be enhanced, and how research on remembering can be profitably guided by the use of mathematical modeling. This volume will appeal to researchers and graduate students of human learning, memory, and forgetting, and will also benefit an audience working in applied domains, such as training and education.
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Jan. 30, 2023
一本文集,纪念Bjork的开创性的研究,关于记忆、学习和遗忘。这三者之间的关系第一章讲得非常透彻,大开眼界。
心理学 记忆 学习理论
Mind Over Machine
Douban Goodreads Skybridge
Hubert Dreyfus / Stuart E. Dreyfus publishing house: Free Press 2000 - 3 other title: Mind Over Machine
Defining the limits of computer technology, the authors make a compelling case that binary logic will always be inferior to human intuitive ability. A stunning reaffirmation of human intelligence.
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Feb. 4, 2023
第二章写了一个从新手到专家的阶段理论,成为了当代专业发展和专业学习的
最初文本。把规则和能力做了区分,同时认为能力需要「情境认识」,以及某种规范性的「责任」,才能上升到know-how的层次。而后者是不可言说,只能[身体把握]的能力。这种乐观遍布全书。例子,尤其是对当时人工智能缺陷的讨论,也很有趣。
计算理论 人工智能 学习理论
Talk and Social Theory
Douban
Frederick Erickson publishing house: Polity 2004 - 5
Talk and Social Theory will be an essential text for students of sociolinguistics and the analysis of discourse in conversation. introduces the study of 'talk' linked to social theory; develops a new theoretical argument that reviews the relations between local social practices and general societal processes of talk; the use of everyday examples - a family dinner table, a school classroom, an academic advising session in an community college - enhances the book’s appeal to a non-specialist as well as a specialist audience; reviews the key theoretical perspectives and conceptual frameworks in social theory and in the sociolinguistic study of talk.
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March 26, 2023
相当相当好。一本从微观切入社会过程的书,很『过程论』。核心关注是语言的生产如何嵌入在时间和空间的纹路里,互动论的底色让作者把时序型的对话生成以及发散在语义空间里各种可能性描绘的淋漓尽致。作为一般社会理论当然有问题,比方如果对话只能够设计到immediate past ,那过去如何影响现在?微观宏观链接如何解决?但毋庸置疑这是一本好书。
过程论 语言 学习理论