In the Lunyu, Confucius remarks on the implausibility—or impossibility—of a life lacking in xin 信, reliability (2.22). In existing discussions of Confucian philosophy, this aspect of life is often eclipsed by greater emphasis on Confucian values such as ren 仁 (benevolence), li 禮 (propriety) and yi 義 (rightness). My discussion addresses this imbalance by focusing on reliability, extending current debates in two ways. First, it proposes that the common translation of xin as denoting coherence between a person’s words and (...) deeds is inadequate. The translation fails to capture the longer-term consistency in a person’s actions and behaviours in different circumstances across time. Second, it explores how the Lunyu passages discuss the processes of learning that prepare a person for reliable action. (shrink)

This chapter explores the question of Confucius as a sage of “profound greatness” who embodies the fullness of Dao in his being (xuansheng 玄聖). It also discusses briefly the development of Lunyu learning in early medieval China. Xuanxue is often translated as “neo‐Daoism”. The merit of this translation is that it points to a new hermeneutical engagement with tradition, with a sharp focus on the concept of Dao. The idea of Confucius as a sage of profound greatness, wonders, (...) and mystery opens up a rich space for intellectual development. Whereas suwang may be of particular value to understanding the Confucius of history, xuansheng brings the sage into the present, into the thick of philosophical debate about the source, direction, and end of human existence. Different views on whether the sage experiences emotions can be found already in the Zhuangzi. The Zhuangzi argues that all phenomena ultimately rest on stillness and quiescence. (shrink)

Drawing textual evidences from the Analects and other Confucian classics, this article attempts to clarify the contents, methods, and ultimately the nature of learning in the eyes of Confucius. The paper set out to argue that a better understanding of the concept of learning by Confucius must be angled on: Confucius’s political aspiration and life pursuit rather than his teaching; The personal preference of Confucius along with his zhi that has motivated his study and practice of the finer (...) aspects of the Zhou legacies. And on the above basis, the paper suggests that: TO BE one’s mandate self is at the core of Confucius’s concept of learning and that naturally determines the methods and characteristics of learning; the three opening lines of Lunyu in fact made a statement on the way Confucius learns. (shrink)

The Lunyu 論語 (Analects of Confucius), Daodejing 道德經 (Classic of the Way and Virtuosity) or Laozi 老子 (Book of Master Lao), and the Zhuangzi 莊子 (Book of Master Zhuang) have been broadly classified as representative of Confucianism (Lunyu) and Daoism (Laozi and Zhuangzi). This loose grouping, and the similarities and differences associated with these “schools” include some of the most telling and simultaneously misleading generalizations about Chinese philosophy or thought in general. These articles seek to provide an overview (...) of the relationship between Confucianism and Daoism. The first article begins before with a generalized topics based comparison of the Lunyu, Laozi and Zhuangzi. The latter two texts include their own significant differences, but I will, wherever possible, look for generalities that fit both. The major themes considered in this first part are (1) the perspectives on names (ming 名) and actualities (shi 實), (2) cultivation, learning, and what is considered natural (ziran 自然), and finally (3) conceptions of the person. (shrink)

With rapid growth in Far Eastern economies (in particular China’s), it is becoming imperative to understand the culturally driven ethical-value underpinnings of the management processes in this region of the world. In this study, we propose a broadened version of Hofstede’s and others’ conception of Confucian dynamics anchored in his teachings preserved in the Lunyu (or Analects), which form the foundation of individual-social moral interactions. Based on a content analysis of these Analects via a qualitative software, NVivo, we identified (...) six work-based values (Leadership Attributes, Appropriate Conduct, Authority Protocol, Governance Policies, Long term Orientation and Collegiality and Teamwork) and six life-based values (Virtuousness and Appropriate Behavior, Handling Life’s Emotions, Learning and Teaching, Parent/Elder Relationship, Friendship and Worship) of the society, prescribed by Confucius in his Analects. These factors are further analyzed and mapped in the context of the three Confucian ethical dimensions (Yi or Righteousness, Li or Propriety, and Ren or Benevolence and Unbounded). The business implications of the results and directions for future research are finally discussed. (shrink)

This is the third in a series of essays on the seminal role of the paradigms of essence-function and interpenetration in East Asian religious and philosophical thought. The first article, entitled "The Composition of Self-Transformation Thought in Classical East Asian Philosophy and Religion"[1] was a general introduction to these paradigms over the broad expanse of indigenous East Asian thought religious/philosophical thought. The second article, entitled "Essence-Function (t'i-yung): Early Chinese Origins and Manifestations,"[2] examined the earliest precursors of these notions in classics (...) such as the Book of Changes, the Great Learning, and the Doctrine of the Mean , paying special attention to the unique role played by the concept of "sincerity" in manifesting and mediating presence of essencefunction and interpenetration. In this essay, we look at the role essence-function and interpenetration play in the Analects (Lunyu ). (shrink)

This article is a continuation of Part I, which looked at the relationship between Confucianism and Daoism by first introducing general approaches, before moving on to (1) perspectives on names and actualities; (2) cultivation, learning, the natural; and (3) conceptions of the person. Continuing with the theme‐based comparison of Confucianism and Daoism by looking specifically at the Lunyu 論語 (Analects of Confucius), Daodejing 道德經 (Classic of the Way and Virtuosity) or Laozi 老子 (Book of Master Lao), and the (...) Zhuangzi 莊子 (Book of Master Zhuang), this article looks at (1) politics, nonaction (wuwei 無為), and virtuosity (de 德); (2) morality, virtues, and human nature (xing 性); and finally (3) Dao 道, or “the way.” It references Part I, and while it can be read independently, it is best taken as a continuation of Part I. The conclusion included herein summarizes both Part II and Part I. (shrink)

This book presents an overview of these studies and attempts to clarify apparently disparate results by placing them in a coherent theoretical framework.

Does life have meaning? What is flourishing? How do we attain the good life? Philosophers, and many others of us, have explored these questions for centuries. As Eva Feder Kittay points out, however, there is a flaw in the essential premise of these questions: they seem oblivious to the very nature of the ways in which humans live, omitting a world of co-dependency, and of the fact that we live in and through our bodies, whether they are fully abled or (...) disabled. Our dependent, vulnerable, messy, changeable, and embodied experience colors everything about our lives both on the surface and when it comes to deeper concepts, but we tend to leave aside the body for the mind when it comes to philosophical matters. Disability offers a powerful challenge to long-held philosophical views about the nature of the good life, what provides meaning in our lives, and the centrality of reason, as well as questions of justice, dignity, and personhood. These concepts need not be distant and idealized; the answers are right before us, in the way humans interact with one another, care for one another, and need one another--whether they possess full mental capacities or have cognitive limitations. We need to revise our concepts of things like dignity and personhood in light of this important correction, Kittay argues. This is the first of two books in which Kittay will grapple with just how we need to revisit core philosophical ideas in light of disabled people's experience and way of being in the world. Kittay, an award-winning philosopher who is also the mother to a multiply-disabled daughter, interweaves the personal voice with the philosophical as a critical method of philosophical investigation. Here, she addresses why cognitive disability can reorient us to what truly matters, and questions the centrality of normalcy as part of a good life. With profound sensitivity and insight, Kittay examines other difficult topics: How can we look at the ethical questions regarding prenatal testing in light of a new appreciation of the personhood of disabled people? What do new possibilities in genetic testing imply for understanding disability, the family, and bioethics? How can we reconsider the importance of care, and how does it work best? In the process of pursuing these questions, Kittay articulates an ethic of care, which is the ethical theory most useful for claiming full rights for disabled people and providing the opportunities for everyone to live joyful and fulfilling lives. She applies the lessons of care to the controversial alteration of severely cognitively disabled children known as the Ashley Treatment, whereby a child's growth is halted with extensive estrogen treatment and related bodily interventions are justified. This book both imparts lessons that advocate on behalf of those with significant disabilities, and constructs a moral theory grounded on our ability to give, receive, and share care and love. Above all, it aims to adjust social attitudes and misconceptions about life with disability. (shrink)

Tu (Chinese history and philosophy, Harvard U.) offers a panoramic view of the core values of Confucian intellectual thought that have kept it vital for more than two millennia, and underlie the recent resurgence in eastern Asia. Of interest to students of either China or religion and ethics. Paper edition (unseen), $14.95. Annotation copyright by Book News, Inc., Portland, OR.

Learning and development are often linked in the organization studies literature. To understand the dynamics of organizational moral development, this paper utilizes the notion of organizational moral learning (OML). It is explored using three perspectives: organizational learning, Islamic and critical realist perspectives. The perspectives are then synthesized together to form a single framework, called the OML by ‘spiritual hearts’ framework. At the centre of the framework is the spiritual heart, the seat of profound understanding and moral consciousness. (...) The heart plays a central role in organizational moral development, especially with regard to its potential to be ‘purified’ and corrupted. Two extreme parameters then are created: on one side is the ‘purified hearts’ with high moral consciousness contributing towards OML, and on the other is the ‘corrupted hearts’ with high immoral consciousness contributing towards organizational immoral learning. Between the two extremes are the ‘diseased hearts’, possessing a mixture of moral and immoral consciousness to various degrees, and have the potentials to contribute to both moral and immoral developments. The paper further suggests strategies to facilitate OML and simultaneously inhibits organizational immoral learning. (shrink)

Machine learning (ML) has been praised as a tool that can advance science and knowledge in radical ways. However, it is not clear exactly how radical are the novelties that ML generates. In this article, I argue that this question can only be answered contextually, because outputs generated by ML have to be evaluated on the basis of the theory of the science to which ML is applied. In particular, I analyze the problem of novelty of ML outputs in (...) the context of molecular biology. In order to do this, I first clarify the nature of the models generated by ML. Next, I distinguish three ways in which a model can be novel (from the weakest to the strongest). Third, I dissect the way ML algorithms work and generate models in molecular biology and genomics. On these bases, I argue that ML is either a tool to identify instances of knowledge already present and codified, or to generate models that are novel in a weak sense. The notable contribution of ML to scientific discovery in the context of biology is that it can aid humans in overcoming potential bias by exploring more systematically the space of possible hypotheses implied by a theory. (shrink)

Open peer commentary on the article “Perception-Action Mutuality Obviates Mental Construction” by Martin Flament Fultot, Lin Nie & Claudia Carello. Upshot: In my view, the clash between ecological psychology, enactivism, and constructivism in general has more to do with irreconcilable metaphysical and theoretical incommensurabilities than disagreements about specific mechanisms or processes of perception. Even with mutual enabling of action and perception, some internal process of self-modification is still needed if novel behavior is to be adequately explained.

The closure of schools as a result of COVID-19 has been a critical global incident from which to rethink how education works in all our countries. Among the many changes generated by this crisis, all teaching became mediated by digital technologies. This paper intends to analyze the activities carried out during this time through digital technologies and the conceptions of teaching and learning that they reflect. We designed a Likert-type online questionnaire to measure the frequency of teaching activities. It (...) was answered by 1,403 teachers from Spain. The proposed activities varied depending on the learning promoted, the learning outcomes, the type of assessment to which the activities were directed, and the presence of cooperative activities. The major result of this study was that teachers used reproductive activities more frequently than constructive ones. We also found that most activities were those favoring verbal and attitudinal learning. The cooperative activities were the least frequent. Finally, through a cluster analysis, we identified four teaching profiles depending on the frequency and type of digital technologies use: Passive, Active, Reproductive, and Interpretative. The variable that produced the most consistent differences was previous digital technologies use These results show that Information and Communication Technologies uses are reproductive rather than constructive, which impedes effective digital technologies integration into the curriculum so that students gain 21st-century competencies. (shrink)

In response to the ubiquitous graphs and maps of COVID-19, artists, designers, data scientists, and public health officials are teaming up to create counter-plots and subaltern maps of the pandemic. In this intervention, we describe the various functions served by these projects. First, they offer tutorials and tools for both dataviz practitioners and their publics to encourage critical thinking about how COVID-19 data is sourced and modeled—and to consider which subjects are not interpellated in those data sets, and why not. (...) Second, they demonstrate how the pandemic’s spatial logics inscribe themselves in our immediate material landscapes. And third, they remind us of our capacity to personalize and participate in the creation of meaningful COVID visualizations—many of which represent other scales and dimensions of the pandemic, especially the quarantine quotidian. Together, the official maps and counter-plots acknowledge that the pandemic plays out differently across different scales: COVID-19 is about global supply chains and infection counts and TV ratings for presidential press conferences, but it is also about local dynamics and neighborhood mutual aid networks and personal geographies of mitigation and care. (shrink)

We work with a large spatialized array of individuals in an environment of drifting food sources and predators. The behavior of each individual is generated by its simple neural net; individuals are capable of making one of two sounds and are capable of responding to sounds from their immediate neighbors by opening their mouths or hiding. An individual whose mouth is open in the presence of food is “fed” and gains points; an individual who fails to hide when a predator (...) is present is “hurt” by losing points. Opening mouths, hiding, and making sounds each exact an energy cost. There is no direct evolutionary gain for acts of cooperation or “successful communication” per se. In such an environment we start with a spatialized array of neural nets with randomized weights. Using standard learning algorithms, our individuals “train up” on the behavior of successful neighbors at regular intervals. Given that simple setup, will a community of neural nets evolve a simple language for signaling the presence of food and predators? With important qualifications, the answer is “yes.” In a simple spatial environment, pursuing individualistic gains and using partial training on successful neighbors, randomized neural nets can learn to communicate. (shrink)

Tetris provides a difficult, dynamic task environment within which some people are novices and others, after years of work and practice, become extreme experts. Here we study two core skills; namely, choosing the goal or objective function that will maximize performance and a feature-based analysis of the current game board to determine where to place the currently falling zoid so as to maximize the goal. In Study 1, we build cross-entropy reinforcement learning models to determine whether different goals result (...) in different feature weights. Two of these optimization strategies quickly rise to performance plateaus, whereas two others continue toward higher but more jagged heights. In Study 2, we compare the zoid placement decisions made by our best CERL models with those made by 67 human players. Across 370,131 human game episodes, two CERL models picked the same zoid placements as our lowest scoring human for 43% of the placements and as our three best scoring experts for 65% of the placements. Our findings suggest that people focus on maximizing points, not number of lines cleared or number of levels reached. They also show that goal choice influences the choice of zoid placements for CERLs and suggest that the same is true of humans. Tetris has a repetitive task structure that makes Tetris more tractable and more like a traditional experimental psychology paradigm than many more complex games or tasks. Hence, although complex, Tetris is not overwhelmingly complex and presents a right-sized challenge to cognitive theories, especially those of integrated cognitive systems. (shrink)

Service learning provides many challenges and opportunities for the instructor who wishes to test its potential. This paper looks at some of the promise for service learning in the undergraduate Business Ethics course and describes one experience with this project. Quotations from student journals and reflective papers are utilized to present the student's perspective on the project. Some suggestions are offered for insuring effective service learning in courses like Business Ethics.

Reprinted with permission and previously published in: Farhang: Quarterly Journal of the Institute for Humanities and Cultural Studies (Tehran, Iran), 22(69), pp. 117-138. -/- One of the aims of this paper is to explore the relationship between democracy and epistemology. This inevitably raises questions about the purpose and aims of education consistent with conceptions of democracy. These ultimately rest on the practical applicability and outcomes of competing visions of democracy without appeal to pre-political or prior goods, nor to certain knowledge (...) about justice or right; that is, to the dominant liberal discourse of citizenship that has become indistinguishable from the citizenship implicit in official policy documents. I argue in favour of a notion of citizenship conceived of in terms of learning processes that have a developmental and transformative impact on the learning subject, and an educational model that is more attuned to the procedural concerns of deliberative democracy than civics and citizenship education which tend to be underpinned by preconceptions of liberal citizenship, values and democracy. (shrink)

The paper adopts an inter-theoretical socio-cultural and -material perspective on the relationship between human + machine learning to propose a new way to investigate the human + machine assistive assemblages emerging in professional work (e.g. medicine, architecture, design and engineering). Its starting point is Hutchins’s (1995a) concept of ‘distributed cognition’ and his argument that his concept of ‘cultural ecosystems’ constitutes a unit of analysis to investigate collective human + machine working and learning (Hutchins, Philos Psychol 27:39–49, 2013). It (...) argues that: (i) the former offers a way to reveal the cultural constitution of and enactment of human + machine cognition and, in the process, the limitations of the computational and connectionist assumptions about learning that underpin, respectively, good old-fashioned AI and deep learning; and (2) the latter offers a way to identify, when amplified with insights from Socio-Materialism and Cultural-Historical Activity Theory, how ML is further rearranging and reorganising the distributed basis of cognition in assistive assemblages. The paper concludes by outlining a set of conjectures researchers that could use to guide their investigations into the ongoing design and deployment of HL + ML assemblages and challenges associated with the interaction between HL + ML. (shrink)

BackgroundMachine learning-based clinical decision support systems (ML_CDSS) are increasingly employed in various sectors of health care aiming at supporting clinicians’ practice by matching the characteristics of individual patients with a computerised clinical knowledge base. Some studies even indicate that ML_CDSS may surpass physicians’ competencies regarding specific isolated tasks. From an ethical perspective, however, the usage of ML_CDSS in medical practice touches on a range of fundamental normative issues. This article aims to add to the ethical discussion by using professionalisation (...) theory as an analytical lens for investigating how medical action at the micro level and the physician–patient relationship might be affected by the employment of ML_CDSS.Main textProfessionalisation theory, as a distinct sociological framework, provides an elaborated account of what constitutes client-related professional action, such as medical action, at its core and why it is more than pure expertise-based action. Professionalisation theory is introduced by presenting five general structural features of professionalised medical practice: (i) the patient has a concern; (ii) the physician deals with the patient’s concern; (iii) s/he gives assistance without patronising; (iv) s/he regards the patient in a holistic manner without building up a private relationship; and (v) s/he applies her/his general expertise to the particularities of the individual case. Each of these five key aspects are then analysed regarding the usage of ML_CDSS, thereby integrating the perspectives of professionalisation theory and medical ethics.ConclusionsUsing ML_CDSS in medical practice requires the physician to pay special attention to those facts of the individual case that cannot be comprehensively considered by ML_CDSS, for example, the patient’s personality, life situation or cultural background. Moreover, the more routinized the use of ML_CDSS becomes in clinical practice, the more that physicians need to focus on the patient’s concern and strengthen patient autonomy, for instance, by adequately integrating digital decision support in shared decision-making. (shrink)

In a spirit of collegial support, this paper argues that Beckett and Hager’s theoretical justification and empirical exemplifications do not do full justice to the complexity of group or team learning. We firstly reaffirm our support for the theoretical argument Becket and Hager make, though expressing some reservations about Complexity Theory, to explain the taken-for-granted assumptions that learning by an individual is the paradigm case of learning and that context plays a minimal role in this process. Drawing (...) on our joint and separate work, we demonstrate that Becket and Hager’s argument is less radical than it may initially seem because it is predicated on: (i) cognitive-bounded rather than “distributed” or “extended” conception of mind; (ii) material rather than a “immaterial” conception of activity; and (iii) co-present rather than a “fractional” or “connective” conception of ontology. Despite making this critique, we conclude by making the case that we are adding further substance to Becket and Hager’s overarching argument and, in doing so, encouraging them to be more radical about how they conceptualise the complexity of learning. (shrink)

separated from evaluating entailment. Current approaches to semantic inference in question answer-.

(1980). Verbaliser‐Imager Learning Style and Children's Recall of Information Presented in Pictorial versus Written Form. Educational Studies: Vol. 6, No. 2, pp. 141-145.

Comments on G. Marcus' criticisms (see record 1996-24670-001) of K. Plunkett's and V. Marcham's (see record 1994-35650-001) connectionist account of the acquisition of the English past tense (verb morphology). The original model is reviewed. Graphing, overregularization, and other criticisms are addressed (PsycINFO Database Record (c) 2000 APA, all rights reserved).

This paper explores how an evolutionary process can produce systems that learn. A general framework for the evolution of learning is outlined, and is applied to the task of evolving mechanisms suitable for supervised learning in single-layer neural networks. Dynamic properties of a network’s information-processing capacity are encoded genetically, and these properties are subjected to selective pressure based on their success in producing adaptive behavior in diverse environments. As a result of selection and genetic recombination, various successful (...) class='Hi'>learning mechanisms evolve, including the well-known delta rule. The effect of environmental diversity on the evolution of learning is investigated, and the role of different kinds of emergent phenomena in genetic and connectionist systems is discussed. (shrink)