Moving away from the strong body of critique of pervasive ‘bad data’ practices by both governments and private actors in the globalized digital economy, this book aims to paint an alternative, more optimistic but still pragmatic picture of the datafied future. The authors examine and propose ‘good data’ practices, values and principles from an interdisciplinary, international perspective. From ideas of data sovereignty and justice, to manifestos for change and calls for activism, this collection opens a multifaceted conversation on the kinds (...) of futures we want to see, and presents concrete steps on how we can start realizing good data in practice. (shrink)

Effective robots and autonomous systems must be trustworthy. This chapter examines models of trustworthiness from a philosophical and empirical perspective to inform the design and adoption of autonomous systems. Trustworthiness is a property of trusted agents or organisations that engenders trust in other agent or organisations. Trust is a complex phenomena defined differently depending on the discipline. This chapter aims to bring different approaches under a single framework for investigation with three sorts of questions: Who or what is trustworthy?–metaphysics. How (...) do we know who or what is trustworthy?–epistemology. What factors influence what or who should we trust?–normativity. A two-component model of trust is used that incorporates competence (skills, reliability and experience) and integrity (motives, honesty and character). It is supposed that human levels of competence yield the highest trust whereas trust is reduced at sub-human and super-human levels. The threshold for trustworthiness of an agent or organisation in a particular context is a function of their relationship with the truster and potential impacts of decisions. Building trustworthy autonomous systems requires obeying the norms of logic, rationality and ethics under pragmatic constraints–even though there is disagreement on these principles by experts. Autonomous systems may need sophisticated social identities including empathy and reputational concerns to build human-like trust relationships. Ultimately transdisciplinary research drawing on metaphysical, epistemological and normative human and machine theories of trust are needed to design trustworthy autonomous systems for adoption. (shrink)

Imagination is a capacity of internal visualization, concept creation and manipulation not directly dependent upon sensation. Imagination is associated with a range of phenomena: mental imagery, fancy, inventiveness, insight, counterfactual reasoning, pretence, simulation and conceivability.

Optimal decision-making requires us to accurately pinpoint the basis of our thoughts, e.g. whether they originate from our memory or our imagination. This paper argues that the phenomenal qualities of our subjective experience provide permissible evidence to revise beliefs, particularly as it pertains to memory. I look to the source monitoring literature to reconcile circumstances where mnemic beliefs and mnemic qualia conflict. By separating the experience of remembering from biological facts of memory, unusual cases make sense, such as memory qualia (...) without memory or a failure to have memory qualia with memory. I argue that a pragmatic, probabilistic approach to belief revision is a way to rationally incorporate information from conscious experience, whilst acknowledging its inherent difficulties as an epistemic source. I conclude with a Bayesian defense of source monitoring based on C.I. Lewis’ coherence argument for memorial knowledge. (shrink)

Robotic and Autonomous Agricultural Technologies (RAAT) are increasingly available yet may fail to be adopted. This paper focusses specifically on cognitive factors that affect adoption including: inability to generate trust, loss of farming knowledge and reduced social cognition. It is recommended that agriculture develops its own framework for the performance and safety of RAAT drawing on human factors research in aerospace engineering including human inputs (individual variance in knowledge, skills, abilities, preferences, needs and traits), trust, situational awareness and cognitive load. (...) The kinds of cognitive impacts depend on the RAATs level of autonomy, ie whether it has automatic, partial autonomy and autonomous functionality and stage of adoption, ie adoption, initial use or post-adoptive use. The more autonomous a system is, the less a human needs to know to operate it and the less the cognitive load, but it also means farmers have less situational awareness about on farm activities that in turn may affect strategic decision-making about their enterprise. Some cognitive factors may be hidden when RAAT is first adopted but play a greater role during prolonged or intense post-adoptive use. Systems with partial autonomy need intuitive user interfaces, engaging system information, and clear signaling to be trusted with low level tasks; and to compliment and augment high order decision-making on farm. (shrink)

Completely revised and updated in its Second Edition, Language and Reality provides students, philosophers and cognitive scientists with a lucid and provocative introduction to the philosophy of language.

To make a business case for corporate sustainability, firms must be able to sell their sustainable products. The influence that firm engagement with non-governmental organizations (NGOs) may have on consumer adoption of sustainable products has been neglected in previous research. We address this by embedding corporate sustainability in a cosmopolitan framework that connects firms, consumers, and civil society organizations based on the understanding of responsibility for global humanity that underlies both the sustainability and cosmopolitanism concepts. We hypothesize that firms’ sustainability (...) engagement and their NGO engagement influence consumer adoption of sustainable products. Empirically, we investigate the adoption of sustainable Eco-circle products made from recycled fibers marketed by Li Ning, a China-based global sportswear brand. We apply a stepwise regression approach to test our hypotheses with paper-and-pencil survey data from 217 Chinese consumers. We find adoption to be positively associated with consumers’ sustainability attitude but not with firms’ sustainability engagement. For firm–NGO engagement, these relationships are reversed: Adoption is positively associated with firm–NGO engagement, but not with consumers’ related attitude. Our results present a picture of the Chinese context in which there is a business case for corporate sustainability if firms’ words about sustainable product strategies are supported by signals from civil society about firm deeds. The results imply that in a Chinese context, firms need to be particularly aware of the role of NGOs when hoping to be rewarded for sustainability. (shrink)

Volume 20, Issue 4, May 2020, Page 108-110.

In lieu of an abstract, here is a brief excerpt of the content:Feminist Studies 41, no. 3. © 2015 by Feminist Studies, Inc. 689 Susannah Bartlow White Fear in Universities: The Story of an Assata Shakur Mural No one is going to give you the education you need to overthrow them. No one will teach you your true history, teach you your true heroes if they know that knowledge will set you free. Theory without practice is just as incomplete (...) as practice without theory. The two have to go together. —Assata Shakur, quoted on a mural at Marquette University What does it mean to whitewash? To terminate? I have been tasting and retasting these words on my tongue after a mural of Assata Shakur at Marquette University was whitewashed, and I was fired—terminated —for having supported the mural, ending a fourteen-year career in feminist academia. As the founding director of the Gender and Sexuality Resource Center (GSRC), my job was to build an academic support office for women’s, gender, and LGBTQ+ education and empowerment. In the center’s third year, Amanda Smith (a Marquette senior) and Jeanette Martín (a community artist and program assistant at the center) envisioned, planned, and executed the Assata Shakur mural project as a way to invite greater community interest. In my role as director of the center, I supported the project, communicated it to senior leaders, and spread the word about the community-painting day in late March 2015. The mural was on display for six weeks at the GSRC before a storm of  Students fill in detail of the Assata Shakur mural at Marquette University’s Gender and Sexuality Resource Center. Photograph by Amanda T. Smith. News and Views 691 media coverage in mid-May prompted the university to cover the mural in white paint and fire me for my support of the project. My experience of this process was as rapid as it sounds: I received a few phone calls alerting me that the whitewashing of the mural was imminent and that there was a formal review of my leadership decisions, and I was fired twenty-four hours later. The idiomatic usage of “whitewash” tells us that something is shameful and that it has been, or ought to be, covered up. Whose cover-up was it—and whose shame? Over the six weeks it was on display at the center, the mural invited people into a quiet space off a hallway, and it had sparked discussion among staff, faculty, and students who used the space. The mural was one of very few images of a black woman anywhere on Marquette’s campus, and it contributed to a sense among many students of color that the GSRC was a space in which they were welcomed and safe and where they could be comfortable. Yet in the distortions of white supremacy, the mural looked like a threat, rather than an intellectual and community representation central to the university itself. Other recent cases of faculty repression, from Steven Salaita to Saida Grundy and Zandria Robinson, demonstrate how concerns about liability, finances, and public perception guide administrators ’ decisions about representation on campuses. Far from being liberal utopias, or even spaces that respect speech, universities remain testing grounds when students’ or educators’ actions present direct antiracist critique. What more clear or direct example of antiracist critique than the quotes we chose for the mural: Assata Shakur’s own words asserting the importance of street smarts and intellectual prowess, naming the power invested in knowledge systems and the importance of claiming that power for ourselves? Universities are, in our time, particularly responsive to pressure from the right. Private, nonprofit, advocacy organizations troll university websites looking for evidence of liberal bias; conservative media outlets publish student bloggers who feed the fantasy that the facts of United States history, presented without whitewashing, do not belong in classrooms. In particular, those who study the lives and knowledges of historically marginalized populations are in the crosshairs of right-wing attacks. In the case of the mural—and in each of the other cases cited above— it was either a right-wing news source or a powerful donor or decision 692 News and Views maker who raised concerns about leftist bias, civility, or... (shrink)

True stories about people who triumphed over seemingly impossible medical diagnoses using untraditional, inventive therapies and perseverance--and about what scientists are discovering on the psychology of healing and the mind-body connection--from the author of theNew York TimesMagazinearticle about her own son, "The Boy with the Thorn in his Joints," which led to this book about other families.

Patient advocacy organizations provide patient- and caregiver-oriented education, advocacy, and support services. PAOs are formally organized nonprofit groups that concern themselves with medical conditions or potential medical conditions and have a mission and take actions that seek to help people affected by those medical conditions or to help their families. Examples of PAOs include the American Cancer Society, the National Alliance on Mental Illness, and the American Heart Association. These organizations advocate for, and provide services to, millions of people with (...) physical and mental conditions — such as cancer, mental illness, diabetes, and cardiovascular disease — via their outreach, meetings, counseling, websites, and published materials. A PAO usually seeks to raise public awareness of a disease’s symptoms, risk factors, and treatment options and promotes research to cure or to prevent that disease. (shrink)

Patient advocacy organizations (PAOs) advocate for increased research funding and policy changes and provide services to patients and their families. Given their credibility and political clout, PAOs are often successful in changing policies, increasing research funding, and increasing public awareness of medical conditions and the problems of their constituents. In order to advance their missions, PAOs accept funding, frequently from pharmaceutical firms. Industry funding can help PAOs advance their goals but can also create conflicts of interest (COI). Research indicates that (...) bias may occur, even among well-meaning professionals, when people and organizations have financial COI. Industry funding may therefore influence PAOs to act in ways that favor the interests of their donors, which may increase the risk of harm to patients. This article extends the analysis developed in the Institute of Medicine report, Conflicts of Interest in Medical Research, Education, and Practice, and applies the analysis to understand PAOs and their relationships with industry. It argues that the preferred goal of institutional COI policies should not be to promote trust, but to promote trustworthiness and appropriately placed trust. (shrink)

'This is an excellent book. It addresses what, in both conceptual and political terms, is arguably the most important source of tension and confusion in current arguments about the environment, namely the concept of nature; and it does so in a way that is both sensitive to, and critical of, the two antithetical ways of understanding this that dominate existing discussions.' Russell Keat, University of Edinburgh.

Down Girl is a broad, original, and far ranging analysis of what misogyny really is, how it works, its purpose, and how to fight it. The philosopher Kate Manne argues that modern society's failure to recognize women's full humanity and autonomy is not actually the problem. She argues instead that it is women's manifestations of human capacities -- autonomy, agency, political engagement -- is what engenders misogynist hostility.

Volume 20, Issue 3, March 2020, Page 21-24.

Realism issues tend to be confusing because of the bewildering number of “definitions” of what realism is. A large part of the problem, I have argued in Realism and Truth (1997), is that doctrines that should be metaphysical have become entangled with epistemological and semantic doctrines. The various realism issues in biology do not seem to have that problem but there is still some unclarity about the nature of those issues, as David Hull notes. The most active of the issues (...) arise out of the debate between “species monists” who think that there is just one good “species concept” – one good account of what it is to be a species – and “species pluralists” who think that there are many. Hull finds the combinations of monism + realism and pluralism + antirealism “quite natural” but the combinations of monism + antirealism and pluralism + realism “somewhat strained.” Still, he notes that “real can be defined in such a way” as to remove these strains (1999: 25-6). So he sees the issue as partly a verbal one over definitions. (shrink)

In Specters of Marx, Derrida suggests that a non-revolutionary — ‘spectral’ — Marxism could alleviate a contemporary crisis in imagining the future in the late twentieth century. This ‘presentist’...

Gilles Deleuze, arguably the best-known theorist of virtuality, describes the virtual as part of an ontology of becoming and multiplicity: he sees the virtual as a characteristic of being which is directly opposed to, but simultaneously constitutive of the actual aspect of reality, as a force that works mostly invisibly, but powerfully within the interstices of the material world, introducing constant flux into reality through its negotiations with the actual.1 This conception of the virtual represents something of a leitmotif for (...) the forty-four essays collected in The Oxford Handbook of Virtuality. The collection offers a wide range of approaches to virtuality as a philosophical and aesthetic concept as well as a... (shrink)

The psychology of science typically lacks integration between cognitive and social variables. We present a new framework of team innovation in multidisciplinary science and engineering groups that ties factors from both literatures together. We focus on the effects of a particularly challenging social factor, knowledge diversity, which has a history of mixed effects on creativity, most likely because those effects are mediated and moderated by cognitive and additional social variables. In addition, we highlight the distinction between team innovative processes that (...) are primarily divergent versus convergent; we propose that the social and cognitive implications are different for each, providing a possible explanation for knowledge diversity’s mixed results on team outcomes. Social variables mapped out include formal roles, communication norms, sufficient participation and information sharing, and task conflict; cognitive variables include analogy, information search, and evaluation. This framework provides a roadmap for research that aims to harness the power of multidisciplinary teams. (shrink)

The widespread receptivity of Jewish communities around the world to Meir Kahane demands that we reconsider our narrative of modern Jewish history and religious thought. His racism, calls for violence, and protofascism are startling, given the standard presentation that liberalism and assimilation mark the modern Jewish era. Even more startling is that Kahane's name almost never appears in the major surveys of American Judaism, the history of Zionism, and modern Jewish thought. Yet, Kahane's influence is growing rapidly and already outweighs (...) the influence of most other modern Jewish thinkers and shows no sign of abating, especially with the rise of authoritarian regimes around the world. (shrink)

Gender transition may be figured as part of a broader creaturely process of being partners in our own becoming. Gender transition is explored through the lenses of transformation (including comparisons with theosis and with religious conversion) and neurodiversity. Humans are transformative creatures; trans and gender-variant people, like others, have the power to curate their own identities and are on a journey toward perfection. Our nature as humans, including our sexed and gendered nature, is not over-and-done-with. In this sense, our active (...) building and shaping of our identities and body-stories is not a rejection of a divine blueprint for human existence, nor an exercise of illegitimate human hubris, but rather a licit creaturely form of generativity. (shrink)

The recognition that female embodiment and feminine experience are legitimate and specific sites of the revelation of God’s love has been one of the most significant developments in theology in the last hundred years. However, an over-emphasis on feminine experience as supervening on female embodiment risks erasing unusual sex-gender body-stories and perpetuating the idea that only some bodies can mediate the divine. Feminist Theology’s future must involve a re-examination and re-negotiation of what it is to be feminist theologians without fixed (...) gender essences. Does Feminist Theology have space to hear from and nurture the voices of those whose gender experiences challenge a binary, either-or model? Can Feminist Theology, in contrast to much secular feminist theory, give space at the table to those whose sex-gender life stories undermine the notion that there is such a thing as a common or biologically-contingent feminine experience in the first place? (shrink)

One variety of love is familiar in everyday life and qualifies in every reasonable sense as a reactive attitude. ‘Reactive love’ is paradigmatically (a) an affectionate attachment to another person, (b) appropriately felt as a non-self-interested response to particular kinds of morally laudable features of character expressed by the loved one in interaction with the lover, and (c) paradigmatically manifested in certain kinds of acts of goodwill and characteristic affective, desiderative and other motivational responses (including other-regarding concern and a desire (...) to be with the beloved). ‘Virtues of intimacy’ as expressed in interaction with the lover are agent-relative reasons for reactive love, and like other reactive attitudes, reactive love generates reasons in its own right. Within a broad conception of the virtues, reactive love sheds light on the reactive attitudes more generally. (shrink)

This chapter discusses issues regarding realism, specifically the realism issues in biology. The discussion starts with an issue that arises from the debate between “species monists” who argue that there exists only one good “species concept” and “species pluralists” who insist that there are many. The various species concepts are then summarized and the motivation for pluralism outlined. An overview of realism is provided here, specifically, of a“realism about the external world.” Finally, the central question, focusing on the apparent clash (...) between Marc Ereshefsky’s “pluralistic antirealism” and Philip Kitcher’s “pluralistic realism,” is addressed. The chapter concludes by considering “realism” issues about genera and higher categories in the Linnaean hierarchy. (shrink)

In this book, Kate Distin proposes a theory of cultural evolution and shows how it can help us to understand the origin and development of human culture. Distin introduces the concept that humans share information not only in natural languages, which are spoken or signed, but also in artefactual languages like writing and musical notation, which use media that are made by humans. Languages enable humans to receive and transmit variations in cultural information and resources. In this way, they (...) provide the mechanism for cultural evolution. The human capacity for metarepresentation - thinking about how we think - accelerates cultural evolution, because it frees cultural information from the conceptual limitations of each individual language. Distin shows how the concept of cultural evolution outlined in this book can help us to understand the complexity and diversity of human culture, relating her theory to a range of subjects including economics, linguistics, and developmental biology. (shrink)

Richly illustrated study drawing on art, literature and science to explore Victorian attitudes towards sight.

In this entry, we survey key discussions on the role of narrative in theology and philosophy of religion. We begin with epistemological questions about whether and how narrative offers genuine understanding of reality. We explore how narrative intersects with the problems of evil and divine hiddenness. We discuss narrative's role in theological reflection and practice in general, and in black and feminist theologies specifically. We close by briefly exploring the role of narrative in theorization about life's meaning.

Homosexual aversion therapy enjoyed two brief but intense periods of clinical experimentation: between 1950 and 1962 in Czechoslovakia, and between 1962 and 1975 in the British Commonwealth. The specific context of its emergence was the geopolitical polarization of the Cold War and a parallel polarization within psychological medicine between Pavlovian and Freudian paradigms. In 1949, the Pavlovian paradigm became the guiding doctrine in the Communist bloc, characterized by a psychophysiological or materialist understanding of mental illness. It was taken up by (...) therapists in Western countries who were critical of psychoanalysis and sought more ‘scientific’ diagnostic and therapeutic methods that focused on empirical evidence and treating actual symptoms. However, their attitude towards homosexuality often played a decisive role in how they used aversion therapy. Whereas Czechoslovakian researchers cautioned readers about low success rates and agitated for homosexual law reform in 1961, most of their anglophone counterparts selectively ignored or misrepresented the results of ‘the Prague experiment’, instead celebrating single-case ‘success’ stories in their effort to correct ‘abnormal’ sexual orientation. In histories of queer sexuality and its pathologization, the behaviourist paradigm remains almost entirely unmapped. This article provides the most detailed study to date of aversion therapy literature from both sides of the East/West border. In doing so, it contributes to the project not only of ‘decentring Western sexualities’, but of decentring Western sexological knowledge. Given its Pavlovian origins, the history of homosexual aversion therapy can be fully understood only in the context of Cold War transnational sexological knowledge exchange. (shrink)

Calls for increasing integration of ethical considerations into business education are well documented. Business graduates are perceived to be ethically naive at best, and at worst, constrained in their moral development by the lack of ethical content in their courses. The pedagogic concern is to find effective methods of incorporating ethics into the fabric of business education. The purpose of this paper is to suggest and illustrate role play as an appropriate method for integrating ethical concerns.

These essays survey the histories, the theories and the fault lines that compose the field of memory research. Drawing on the advances in the sciences and in the humanities, they address the question of how memory works, highlighting transactions between the interiority of subjective memory and the larger fields of public or collective memory.

The main aim of the book is to provide a good understanding of a range of semantic phenomena and issues in semantics, adopting a truth-conditional account of meaning, but without using a compositional formalism. The book assumes no particular background in linguistics of philosophy, and all the technical tools used are explained as they are introduced. They style is accessible, with numerous examples.

Evidence suggests that the incidence of research misconduct is not in decline despite efforts to improve awareness, education and governance mechanisms. Two responses to this problem are favoured: first, the promotion of an agent-centred ethics approach to enhance researchers’ personal responsibility and accountability, and second, a change in research culture to relieve perceived pressures to engage in misconduct. This article discusses the challenges for both responses and explains how normative coherence through values alignment might assist. We argue that research integrity (...) and research ethics convey mixed messages, which are likely to contribute to a form of normative confusion. For the successful adoption of an agent-centred approach, normative coherence is needed between the two. To facilitate normative coherence, we propose that research ethics and research integrity be underpinned by a shared set of moral values that can be enacted via codes and guidelines and imbue research environments. Furthermore, to facilitate culture change, the same normative coherence is necessary at all levels of an institution. Only via values alignment between institutional aims, management, institutional practices and researchers can an ethical culture become truly embedded in research institutions. (shrink)

By looking at the politics of classification within machine learning systems, this article demonstrates why the automated interpretation of images is an inherently social and political project. We begin by asking what work images do in computer vision systems, and what is meant by the claim that computers can “recognize” an image? Next, we look at the method for introducing images into computer systems and look at how taxonomies order the foundational concepts that will determine how a system interprets the (...) world. Then we turn to the question of labeling: how humans tell computers which words will relate to a given image. What is at stake in the way AI systems use these labels to classify humans, including by race, gender, emotions, ability, sexuality, and personality? Finally, we turn to the purposes that computer vision is meant to serve in our society—the judgments, choices, and consequences of providing computers with these capacities. Methodologically, we call this an archeology of datasets: studying the material layers of training images and labels, cataloguing the principles and values by which taxonomies are constructed, and analyzing how these taxonomies create the parameters of intelligibility for an AI system. By doing this, we can critically engage with the underlying politics and values of a system, and analyze which normative patterns of life are assumed, supported, and reproduced. (shrink)

There are growing discontinuities between the research practices of data science and established tools of research ethics regulation. Some of the core commitments of existing research ethics regulations, such as the distinction between research and practice, cannot be cleanly exported from biomedical research to data science research. Such discontinuities have led some data science practitioners and researchers to move toward rejecting ethics regulations outright. These shifts occur at the same time as a proposal for major revisions to the Common Rule—the (...) primary regulation governing human-subjects research in the USA—is under consideration for the first time in decades. We contextualize these revisions in long-running complaints about regulation of social science research and argue data science should be understood as continuous with social sciences in this regard. The proposed regulations are more flexible and scalable to the methods of non-biomedical research, yet problematically largely exclude data science methods from human-subjects regulation, particularly uses of public datasets. The ethical frameworks for Big Data research are highly contested and in flux, and the potential harms of data science research are unpredictable. We examine several contentious cases of research harms in data science, including the 2014 Facebook emotional contagion study and the 2016 use of geographical data techniques to identify the pseudonymous artist Banksy. To address disputes about application of human-subjects research ethics in data science, critical data studies should offer a historically nuanced theory of “data subjectivity” responsive to the epistemic methods, harms and benefits of data science and commerce. (shrink)

Why is racism so tenacious? Drawing from recent methodological innovations in the study of racism, this essay explores the appeal of racism and the erotics of race within the imagination. The slippery nature of racism, and its ability to alter its manifestations with ease and hide behind various disavowals, facilitates the racialization of both religious thought and social institutions.

Journal of Political Philosophy, Volume 30, Issue 2, Page 209-229, June 2022.