Most empirical work in human categorization has studied learning in either fully supervised or fully unsupervised scenarios. Most real-world learning scenarios, however, are semi-supervised: Learners receive a great deal of unlabeled information from the world, coupled with occasional experiences in which items are directly labeled by a knowledgeable source. A large body of work in machine learning has investigated how learning can exploit both labeled and unlabeled data provided to a learner. Using equivalences between models found in human categorization and (...) machine learning research, we explain how these semi-supervised techniques can be applied to human learning. A series of experiments are described which show that semi-supervised learning models prove useful for explaining human behavior when exposed to both labeled and unlabeled data. We then discuss some machine learning models that do not have familiar human categorization counterparts. Finally, we discuss some challenges yet to be addressed in the use of semi-supervised models for modeling human categorization. (shrink)

How secular is contemporary society? Are pockets of sectarianism embedded in societies of developed countries? This timely book examines the interweaving of politics and religion, and of tradition and innovation in a variety of cultural settings. Eminent scholars from four continents examine here current turmoil in religious beliefs, practices, and organization--not only in the Western world, but in South America, Africa, South Asia, New Zealand, and Japan. They scrutinize evidence of religious change, decline, and revival; investigate challenges posed by new (...) religious movements; and locate religious change and conflict in the context of broader shifts in consciousness and culture. Contributors include Richard Fenn, Phillip E. Hammond, David Martin, Philip Rieff, Roland Robertson, and Mark Schibley. With its focus on the interplay of secularization, rationalism, and sectarianism, this work offers a fitting tribute to Bryan Wilson, who has made so many contributions to the sociological understanding of these phenomena. (shrink)

This article reconstructs R. S. Peters' underlying theory of ritual in education, highlighting his proposed link between ritual and the imitation of teachers. Rituals set the stage for the imitation of teachers and they invite students to experience practices whose value is not easily discernable from the outside. For Peters, rituals facilitate the transmission of values across time, create unity in schools, and affirm authority relations. There is a tension, however, between this view of ritual and imitation, on the one (...) hand, and Peters' views of liberal education and the ‘criteria of an educational process’, on the other. This article suggests how the processes of ritual and imitation can be reconciled with liberal education, and it identifies school rampage shootings as an area in which Peters' work on ritual might prove useful. (shrink)

This article proposes an approach to educational distribution that attempts to minimise enduring tensions among conflicting values. At the foundation of this approach is a threshold of educational adequacy based on what is needed for citizens to participate in a democratic society. This threshold is justified because it minimises conflict with parental rights and because it better manages ‘the bottomless pit’ problem of educational distribution. This threshold is then modified to stipulate that, after the threshold has been reached, public resources (...) should be distributed equally across students from all backgrounds. While this modification is essential to sending messages of equal citizenship, it also leaves a ‘moral residue’ because it allows wealthy parents to invest greater private resources in their children, thus preserving their children's competitive advantage. Minimising this harm requires policy mechanisms outside of schools that more aggressively break the link between educational outcomes, success in market competition, and social goods. Something ‘external’ to educational institutions is necessary, then, for the achievement of educational justice. (shrink)

It appears that spouses have less reason to hold each other to a norm of monogamy than to reject the norm. The norm of monogamy involves a restriction of spouses' aeeess to two things of value: sex and erotic love. This restriction initially appears unwarranted but can be justified. There is reason for spouses to aeeept the norm of monogamy if their marriage satisfies three conditions. Otherwise, there is reason to permit non-monogamy. Some spouses have reason to accept the norm (...) of monogamy because this will avoid reasonable hurt and prevent diversion of resourees needed to sustain the marriage. Other spouses have reason to permit non-monogamy to allow the spouses access to aspects of a well-rounded life. The choice to be either monogamous or non-monogamous ean also be non-instrumentally valuable if chosen for the right reasons. (shrink)

A controversy rages over the question of how should controversial topics be taught. Recent work has advanced the “epistemic criterion” as the resolution to this controversy. According to the epistemic criterion, a matter should be taught as controversial when contrary views can be entertained on the matter without the views being contrary to reason. When an issue is noncontroversial, according to the epistemic criterion, the correct position can be taught “directively,” with the teacher endorsing that position. When there is a (...) legitimate controversy, the view should be taught “nondirectively,” with the teacher remaining neutral. In response, Bryan Warnick and Spencer Smith argue that the proponents of the epistemic criterion fail to recognize the multidimensional nature of what it means to learn to be rational. Recognizing this complexity undermines the link between the epistemic status of the controversy and directiveness of one's teaching, suggesting more flexibility in how teachers approach controversial issues. It also implies the need for a new category of teaching, which Warnick and Smith call “soft-directive” teaching. (shrink)

R.S. Peters’s 1966 book Ethics and Education is one of the most significant works in twentieth‐century philosophy of education. At least in the United States, however, it is now rarely read or discussed. In this essay, Bryan Warnick looks at the virtues and vices of Ethics and Education, examining some major criticisms of the book in light of key developments in philosophy and educational theory that have occurred since it was first published. He finds that some of the criticisms (...) seem unjustified and overstated, while others can be met with a reading of the text that places its language analysis within a framework of communitarian ethics, a move made possible by rejecting Peters’s fact/value dichotomy. This way of reading Ethics and Education reveals an interesting conception of what philosophy of education can be: namely, a sort of normative analytic anthropology. It also shows the value of engaging more with the recent history of philosophy of education. (shrink)

If we are to posit, as do many liberal theorists, that autonomy is an educational goal that the state should endorse across cultural difference, key questions remain: What type of autonomy should we strive for, exactly, and how should this goal be achieved? Many liberal philosophers of education have argued that autonomy should enable cultural choice and that the development of autonomy requires students to be exposed to different beliefs and traditions. Shelley Burtt has challenged this dominant position, however, insisting (...) that autonomy (properly understood) can be developed within a “comprehensive education” that does not seek to sympathetically expose students to cultural difference. In this essay, Bryan Warnick responds that Burtt's arguments are inconsistent and lack cultural imagination, and that her underlying concept of autonomy is inadequate, primarily because it lacks a compelling picture of cultural self-criticism. There is a lack of appreciation, he argues, for how frameworks of cultural comparison are necessary in the development of this self-criticism. At the same time, Warnick argues that there is much to be learned from Burtt's analysis about the tough choices that need to be made as liberals seek to champion autonomy as an educational end across cultural difference. (shrink)

In the United States, targeted school shootings have become a distinct genre of violence. In this essay, Bryan Warnick, Sang Hyun Kim, and Shannon Robinson examine the social meanings that exist in American society that might contribute to this phenomenon, focusing on the question: “Why are schools conceptualized as appropriate places to enact this form of gun violence?” The authors analyze the social meaning of American schooling by using empirical data, everyday observations, films, and poetry, and then connect these (...) points of meaning to stories of individual school shooters. Through this analysis, three aspects of school stand out. First, schools are places of both real and symbolic violence, where force and power often rule the day. Second, schools are places connected to expectations of hope and refuge, friendship and romance, and when these expectations are not met, bitter resentment flows against schools. Third, suburban schools are seen as places of expressive individualism, which, in rare cases, is manifest in terms of “expressive violence.” Together, these points of meaning can make schools, for some youth, seem like appropriate places to express violent intentions. The essay concludes by speculating about how this analysis can be applied to prevent school shootings. (shrink)

Especially since his “Reconceiving the University as an Institution and the Lecture as a Genre,” Alasdair MacIntyre has repeatedly returned to the subject of reconceiving university education, proposing a vision of what a university is and what a university education should be that differs widely from contemporary institutions and practices, and offering strong criticisms of the contemporary research university. He has argued provocatively that in its present form, the contemporary research university is not a university at all because it does (...) not carry out the purpose of a university. MacIntyre has also argued that philosophical practice always takes place within some tradition or other, and has identified as his own the broader Aristotelian-Thomistic tradition in which philosophy is to be understood as a craft. In this essay I examine and develop the relationship between MacIntyre’s critique of the contemporary research university, and his conception of philosophy as a craft practiced within a tradition. (shrink)

In a spontaneously wide-ranging conversation one winter evening in Japan, sociologist of religion Bryan Wilson and Buddhist philosopher Daisaku Ikeda recognized the importance of explaining and learning about their respective worldviews. Human Values in a Changing World is the record of their further exchanges on how they see the religious response to the human condition. Their contrasting approaches - one, as an academic, and the other, as a lay Buddhist - allow for a constructive critique of preconceptions otherwise unexamined (...) in their own cultural contexts. "There is an intimate connection between faith and the fruits of commitment," Wilson says at one point. To which Ikeda responds that while the benefits of faith to momentary happiness are perhaps not the core value of a religion, they can inspire and lead people to become aware of that core value or fundamental truth. The two men's observations on the origins of religious sensibilities move from the spiritual and the moral to the politics of private and public life. Although published some years ago, Human Values in a Changing World addresses topics and issues which are of perennial importance to human flourishing, including: sexual morality, the limits of tolerance and religious freedom, the future of the family, the belief in an afterlife, and the idea of sin. (shrink)

Businesses increasingly rely on algorithms that are data-trained sets of decision rules and implement decisions with little or no human intermediation. In this article, we provide a philosophical foundation for the claim that algorithmic decision-making gives rise to a “right to explanation.” It is often said that, in the digital era, informed consent is dead. This negative view originates from a rigid understanding that presumes informed consent is a static and complete transaction. Such a view is insufficient, especially when data (...) are used in a secondary, noncontextual, and unpredictable manner—which is the inescapable nature of advanced artificial intelligence systems. We submit that an alternative view of informed consent—as an assurance of trust for incomplete transactions—allows for an understanding of why the rationale of informed consent already entails a right to ex post explanation. (shrink)

In his concurring opinion to the 2007 U.S. Supreme Court decision, Morse v. Frederick, Justice Clarence Thomas argues that the Tinker decision, which granted students constitutional rights in public schools, should be overturned on originalist grounds. In this essay, Bryan Warnick, Bradley Rowe, and Sang Hyun Kim make the case that Thomas’s originalist analysis is inconclusive. Instead of looking at court decisions relating to public education starting in the middle of the nineteenth century to establish original meaning, as Thomas (...) does, they argue that a better strategy involves an analysis of educational ideas circulating closer to the time of constitutional ratification. Using this strategy, the authors show that many prominent educational writers believed that it was important for students to learn to act independently and to value their constitutional rights, and believed that students learn best by imitating civic examples. These two ideas work together in early American educational thought to imply that schools should exemplify the sort of respect for self-governance and individual rights that is present in the larger constitutional order. Thus, Warnick, Rowe, and Kim argue that there are originalist reasons for supporting student rights that Thomas ignores. In the end, this analysis not only highlights the limitations of originalist interpretative strategies, it also reminds us, more broadly, of a way to reconcile liberty and order in civic education. (shrink)

This essay is an attempt to understand how technological metaphors, particularly computer metaphors, are relevant to moral education. After discussing various types of technological metaphors, it is argued that technological metaphors enter moral thought through their functional descriptions. The computer metaphor is then explored by turning to the hacker ethic. Analysis of this ethic reveals parallels between the experience of computer programming and the moral standards of those who are enmeshed in computer technology. This parallel suggests that the hacker ethic (...) is being pushed by a computer metaphor and its functional descriptions in a direction of individualism and systems thinking. After examining some possible implications of the computer metaphor, this essay offers suggestions concerning how technological metaphors may be critiqued. (shrink)

In this essay Bryan Warnick explores how rights to religious expression should be understood for students in public schools. Warnick frames student religious rights as a debate between the conflicting values associated with the Free Exercise Clause and the values associated with the Establishment Clause of the United States Constitution. He then asks how the special characteristics of the school environment should guide us in prioritizing those values. The overall weight of the considerations, particularly concerns about civic education, leads (...) to a two-pronged approach to religious rights. The first prong involves a robust protection of student religious exercise; the second involves an equally robust regime of school disassociation from student religious exercises. (shrink)

School shootings are traumatic events that cause a community to question itself, its values, and its educational systems. In this article Bryan Warnick, Benjamin Johnson, and Samuel Rocha explore the meanings of school shootings by examining three recent books on school violence. Topics that grow out of these books include how school shootings might be seen as ceremonial rituals, how schools come to be seen as appropriate places for shootings, and how advice to educators relating to school shootings might (...) change the practice of teaching. The authors present various ways of understanding school shootings that may eventually prove helpful, but they also highlight the problems, tensions, and contradictions associated with each position. In the end, the authors argue, the circumstances surrounding school shootings demonstrate the need for the “tragic sense” in education. This need for the tragic sense, while manifest in many different areas of schooling, is exemplified most clearly in targeted school shootings. (shrink)

In this essay Bryan Warnick examines two recent analyses of the practice of paying students for grades, with a focus on educational justice. Philosopher Derrick Darby argues against cash-for-grades programs on the grounds that such programs leave educational inequality intact. Warnick contends that Darby's arguments are incomplete. Increasing levels of educational “adequacy” is morally desirable, Warnick argues, even if inequality remains unchanged. There is also an obligation to engage in “localized practice reforms” that benefit small groups of disadvantaged students, (...) even if such reforms do not change the structural problems that lead to inequality. At the same time, engaging in a close analysis of “cash” as an incentive does reveal specific reasons why the inequality that persists under cash-for-grades might be particularly troublesome. In contrast to Darby, Alexander Sidorkin argues that paying students for learning is not only allowed, but ethically obligatory. Schooling, for Sidorkin, is a form of labor and labor demands fair compensation. Warnick challenges the idea that schooling is a form of exploited labor by looking across a range of issues, including the nonpecuniary benefits of schooling. At the same time, it seems that schooling could become a form of exploited labor, given current trends. Overall, the justice of cash incentive programs remains an open question. The essay concludes with a discussion about how we can move forward with a philosophical analysis of cash-for-grades programs. (shrink)

Hollywood films partially construct how Americans think about education. Recent work on the representation of schools in American cinema has highlighted the role of class difference in shaping school film genres. It has also advanced the idea that a nuanced understanding of American individualism helps to explain why the different class genres are shaped as they are. This article attempts to refine this theoretical approach by focusing on the paradox of individualism, which suggests that individualism must always be dependent on (...) community. We examine 5 films (Rushmore 1988, The Breakfast Club 1985, Mona Lisa Smile 2003, School of Rock 2003, and Stand and Deliver 1988) and argue that, although the values of individualism are certainly celebrated, these films also show, perhaps unwittingly, that the achievements of individualism require robust student communities. We describe how student communities function in these films, what achievements they make possible, and what obstacles they face. (shrink)

Educational theorists should engage more deeply with normative religious traditions because people often consult their traditions for guidance about education. Projects that work within such traditions, however, often seem irrelevant or irrational to those on the outside. In contrast, I argue that there are at least three intellectually respectable approaches to religious engagement in mainstream educational theory. I focus on what I call the “educational religious criticism” approach, and, as an example, I offer an analysis of Joseph Smith, Jr., the (...) Mormon prophet. I discuss the controversial question of whether Joseph Smith brings forward any resources for living in a pluralistic society. I draw a parallel between Mormonism and American pragmatism and show that Joseph's thought is, in many ways, radically pluralistic, that he attempts to find unity in this plurality in mediating “deliberative councils,” and that education should be aimed at developing the ethos of council. After developing this example, I offer some reflections on the function of “religious criticism” in educational theory. (shrink)

When I reflect on reading Bryan Warnick's Imitation and Education, I am appreciative that I was given the opportunity not only to read it but also to think about its issues as thoroughly as I have in the process of writing this essay. I share Warnick's surprise that, prior to his book, no one had attempted to explore the relationship between imitation and education in a philosophically meaningful manner. Before reading his book, I did not realize that imitation was (...) such a philosophically rich topic, especially once you consider its educational implications. In particular, I was oblivious to the connection between various conceptions of the self and imitation. I had no idea that different interpretations of the .. (shrink)

In their 2008 paper, Persson and Savulescu suggest that for moral bioenhancement to be effective at eliminating the danger of ‘ultimate harm’ the intervention would need to be compulsory. This is because those most in need of MBE would be least likely to undergo the intervention voluntarily. By drawing on concepts and theories from epidemiology, this paper will suggest that MBE may not need to be universal and compulsory to be effective at significantly improving the collective moral standing of a (...) human populace and reducing the threat of ultimate harm. It will identify similarities between the mechanisms that allow biological contagions and behaviours to develop, spread, and be reinforced within a population. It will then go onto suggest that, just as with the epidemiological principle of herd immunity, if enough people underwent MBE to reach a minimum threshold then the incidence and spread of immoral behaviours could be significantly reduced, even in those who have not received MBE. (shrink)

To contribute to the continuing challenge of explaining how managers identify stakeholders and assess their salience, in this article, we chronicle the history, assess the impact, and evaluate the possibilities opened by Mitchell, Agle, and Wood. We do so through two types of qualitative analysis, and also through utilizing a quantitative network analysis tool. The first qualitative analysis categorizes the major contributions of the most influential papers succeeding MAW-1997; the second identifies and compares the relevant issues with MAW-1997 at the (...) time of initial publication and today. We apply main path analysis, a quantitative tool, to map how this scholarly domain has evolved. These three analyses robustly depict the impact of MAW-1997 and the ensuing scholarly conversation, and they enable us to illustrate the current state and trajectory of stakeholder identification and salience scholarship. We close by discussing pressing topics related to the broader body of stakeholder theory literature. (shrink)