Name der Zeitschrift: Paragrana Jahrgang: 25 Heft: 2 Seiten: 162-173.

Recent advances in machine learning methods have created opportunities to eliminate unfairness from algorithmic decision making. Multiple computational techniques (i.e., algorithmic fairness criteria) have arisen out of this work. Yet, urgent questions remain about the perceived fairness of these criteria and in which situations organizations should use them. In this paper, we seek to gain insight into these questions by exploring fairness perceptions of five algorithmic criteria. We focus on two key dimensions of fairness evaluations: distributive fairness and procedural fairness. (...) We shed light on variation in the potential for different algorithmic criteria to facilitate distributive fairness. Subsequently, we discuss procedural fairness and provide a framework for understanding how algorithmic criteria relate to essential aspects of this construct, which helps to identify when a specific criterion is suitable. From a practical standpoint, we encourage organizations to recognize that managing fairness in machine learning systems is complex, and that adopting a blind or one-size-fits-all mentality toward algorithmic criteria will surely damage people’s attitudes and trust in automated technology. Instead, firms should carefully consider the subtle yet significant differences between these technical solutions. (shrink)

Machine learning algorithms bring out an under-appreciated puzzle of discrimination, namely figuring out when a decision made on the basis of a factor correlated with race is a decision made on the basis of race. I argue that prevailing approaches, which are based on identifying and then distinguishing among causal effects of race, in their metaphysical timidity, fail to get off the ground. I suggest, instead, that adopting a constructivist theory of race answers this puzzle in a principled manner. On (...) what I call a “thick constructivist” account of race, to be raced is to be socially positioned in the way indicated by a certain set of statistical regularities on the basis of particular phenotypical traits. A thick constructivist sees that acting on the basis of correlations that constitute race qua social position just is acting on the basis of race, because races just are social positions that subject their member individuals to a particular matrix of social relations that define the raced position. This conclusion has considerable ramifications for our understanding of discrimination, algorithms and beyond. (shrink)

"The work is on an important topic that has been oft debated but rarely systematically studied – the political, cultural, and moral effects of distant news coverage of suffering. [The book] is extremely well steeped in the relevant literature, including semiotics, discourse analysis, meda and social theory and makes a fresh methodological contribution by looking at the codes and formats of news about suffering. It has a fresh vision and answer to some of the stickiest moral and media problems of (...) our time … and deserves to find its place among important books about the moral aspects of media and society in our times." —John D. Peters, F. Wendell Miller Distinguished Professor, University of Ohio This book is about the relationship between the spectators in countries of the west, and the distant sufferer on the television screen; the sufferer in Somalia, Nigeria, Bangladesh, India, Indonesia, but also from New York and Washington DC. How do we relate to television images of the distant sufferer? The question touches on the ethical role of the media in public life today. They address the issue of whether the media can cultivate a disposition of care for and engagement with the far away other; whether television can create a global public with a sense of social responsibility towards the distant sufferer. (shrink)

Though there has been much debate about whether Abelard's ethics are dangerously subjective or surprisingly absolutist, one thing is unanimous: they are intentionalist. The goal of this article is to parse out what should be meant by this claim, distancing his ethical account from the popular Kantian appraisal. Though much of the secondary literature on Abelard likens him to Kant, I argue that this is mistaken. For Abelard, an agent's intentions are informed by their affections—whether carnal or spiritual. This becomes (...) clear when contextualizing Abelard's use of intentio with a view to his Commentary on Romans. Using the account of intention I suggest—one nuanced by Abelard's own theological commitments and biblical exegesis—it will be clear that Abelard's ethics is not a case for the moral neutrality of the passions nor an ethic of pure reason. (shrink)

Government have in the past embarked on many infrastructural programmes such as building of roads, hospitals, health centers in the rural areas, schools, etc for its citizens. A lot of projects have been carried out in the past years, there are institutions formed to carter for the implementation of such programmes, institutions like NEMA to check disasters, repair of roads, collapse buildings etc. NDDC was formed to take care of roads in the South East but many of these programmes and (...) institutions have not fared well in recent years because of corruption. Take for instance in the channels news of Tuesdays 16/6/2020 the new NDDC Director revealed how projects awarded to contractors in the past were all not carried out, funds meant for those purposes were all embezzled into private pockets. With the coming of Covid 19, governments have now found cover to say Covid 19 has attacked all revenue sources and so cannot carry out projects in the country. This is the burden of this work. Is it true that it is Covid 19 that halted the success of programme implementation in Nigeria? This is what this paper is out to ascertain. (shrink)

Since the user recommendation complex matrix is characterized by strong sparsity, it is difficult to correctly recommend relevant services for users by using the recommendation method based on location and collaborative filtering. The similarity measure between users is low. This paper proposes a fusion method based on KL divergence and cosine similarity. KL divergence and cosine similarity have advantages by comparing three similar metrics at different K values. Using the fusion method of the two, the user’s similarity with the preference (...) is reused. By comparing the location-based collaborative filtering algorithm, user-based collaborative filtering algorithm, and user recommendation algorithm, the proposed method has the preparation rate, recall rate, and experimental effect advantage. In different median values, the proposed method also has an advantage in experimental results. (shrink)

The development of highly humanoid sex robots is on the technological horizon. If sex robots are integrated into the legal community as “electronic persons”, the issue of sexual consent arises, which is essential for legally and morally permissible sexual relations between human persons. This paper explores whether it is conceivable, possible, and desirable that humanoid robots should be designed such that they are capable of consenting to sex. We consider reasons for giving both “no” and “yes” answers to these three (...) questions by examining the concept of consent in general, as well as critiques of its adequacy in the domain of sexual ethics; the relationship between consent and free will; and the relationship between consent and consciousness. Additionally we canvass the most influential existing literature on the ethics of sex with robots. (shrink)

Research investigating the intricacies of how self-regulated writing strategies are used in a finely focused area of the second language writing process is still lacking. This study takes a mixed-methods approach to explore Chinese English as a Foreign Language learners’ use of self-regulated writing strategies when revising based on automated, peer, and teacher feedback in an online EFL writing context. Thirty-six Chinese university learners filled in three questionnaires. In addition, four learners followed a think-aloud protocol while revising and responding to (...) a stimulated recall interview to provide further data. The results revealed that learners employed an array of self-regulated writing strategies to attain their feedback revision goals. Learners used more cognitive strategies when revising based on automated feedback compared with peer and teacher feedback and more motivational strategies when revising based on teacher feedback. The think-aloud data and stimulated recall interviews coincided with the quantitative findings. Textual analysis revealed that feedback type and quantity were associated with self-regulated writing strategy use. (shrink)

Moral bioenhancement, nudge-designed environments, and ambient persuasive technologies may help people behave more consistently with their deeply held moral convictions. Alternatively, they may aid people in overcoming cognitive and affective limitations that prevent them from appreciating a situation’s moral dimensions. Or they may simply make it easier for them to make the morally right choice by helping them to overcome sources of weakness of will. This paper makes two assumptions. First, technologies to improve people’s moral capacities are realizable. Second, such (...) technologies will actually help people get morality right and behave more consistently with whatever the ‘real’ right thing to do turns out to be. The paper then considers whether or not humanity loses anything valuable, particularly opportunities for moral progress, when being moral is made much easier by eliminating difficult moral deliberation and internal moral struggle. Ultimately, the worry that moral struggle has value as a catalyst for moral progress is rejected. Moral progress is understood here as the discovery and application of new values or sensitization to new sources of harm. (shrink)

In this chapter we take stock of some of the complexities of the sprawling field of AI ethics. We consider questions like "what is the proper scope of AI ethics?" And "who counts as an AI ethicist?" At the same time, we flag several potential uses and abuses of AI ethics. These include challenges for the AI ethicist, including what qualifications they should have; the proper place and extent of futuring and speculation in the field; and the dilemmas concerning how (...) we use our public and academic resources. (shrink)

COVID-19 modifies a number of social behaviors and standards that we have been following. In slum research, the multifarious issues posed by COVID-19 are not limited to the increased disadvantages of slum inhabitants, but also to the closure of slums as a physical space conducive to understanding the slum dwellers’ plight. Their voices are silenced at a time when their narratives are critical for developing policies and initiatives to address their predicament. In this regard, the article will examine Merleau-Ponty’s concept (...) of space and then utilize it to create an ethics of space, which is crucial in establishing the viability of virtual space as a creative space that may be used in lieu of traditional slum research. Finally, I discuss the advantages of using virtual space as an alternate space in slum research and how the study might be expanded in the post-COVID era. (shrink)

In this chapter we identify three potentially morally problematic behaviours that are common among users of dating and hook-up apps (DHAs) and provide arguments as to why they may or may not be considered (a) in a category of their own, distinct from similar behaviours outside of DHAs; (b) caused or facilitated by affordances and business logic of DHAs; (c) as indeed morally wrong. We also consider ways in which morally problematic behaviours can be anticipated, mitigated, or even prevented by (...) analysis of the ethical and moral dimensions of technologies and their afforded uses. Finally, we offer some possible directions for future work on these topics in particular and on the ethical consequences of DHAs in general. (shrink)

Addiction appears to be a deeply moralized concept. To understand the entwinement of addiction and morality, we briefly discuss the disease model and its alternatives in order to address the following questions: Is the disease model the only path towards a ‘de-moralized’ discourse of addiction? While it is tempting to think that medical language surrounding addiction provides liberation from the moralized language, evidence suggests that this is not necessarily the case. On the other hand non-disease models of addiction may seem (...) to resuscitate problematic forms of the moralization of addiction, including, invoking blame, shame, and the wholesale rejection of addicts as people who have deep character flaws, while ignoring the complex biological and social context of addiction. This is also not necessarily the case. We argue that a deficit in reasons responsiveness as basis for attribution of moral responsibility can be realized by multiple different causes, disease being one, but it also seems likely that alternative accounts of addiction as developed by Flanagan, Lewis, and Levy, may also involve mechanisms, psychological, social, and neurobiological that can diminish reasons responsiveness. It thus seems to us that nondisease models of addiction do not necessarily involve moralization. Hence, a non-stigmatizing approach to recovery can be realized in ways that are consistent with both the disease model and alternative models of addiction. (shrink)

Much of the research on theory of mind (ToM) approaches ToM as a unitary construct; on such an account, mental state understanding across different contexts reflects the same cognitive process. Some researchers, however, suggest that ToM can be separated into different components that contribute differently to the understanding of people's minds. Evidence from developmental psychology and cognitive neuroscience supports the notion that ToM consists of at least two components. Three different componential views are discussed: (1) early‐ versus late‐developing components, (2) (...) social‐perceptual versus social‐cognitive components, and (3) affective versus cognitive components. (shrink)

This discussion concerns the under-explored influence of Jacques Derrida on Paul B. Preciado and the autotheoretical enterprise that is Testo Junkie. Picking up on the deconstructive logic of contamination at work in Preciado’s early writings, the article reckons with autotheory as both a theoretical mode motored by the first person and an autobiographical mode interested in self-shaping. In so doing, it offers a genealogy of autotheory that finds its origins in Derrida’s disinterest in disciplinary purity and dislike of philosophical detachment, (...) at the same time as positioning Testo Junkie firmly within a French literary and philosophical context where it both intervenes in the activity of queer theorizing and antagonizes the highly popular genre of autofiction through a series of generic contaminations. Autotheory, in this itinerary, is inseparable from the self-writing project that Preciado undertakes and advocates, one that disidentifies from the fiction of a privately sexed and interior ‘self’. (shrink)

This study investigates the relationship between abusive supervision and employee creativity by shedding light on the mediating role of negative affect and the moderating role of interpersonal harmony. Based on affective events theory, it was hypothesized that abusive supervision impacts employees’ negative affect and their creativity. Data from a questionnaire survey of 398 Chinese employee–supervisor dyads were collected and analyzed. The results support our hypotheses, address unexplored theoretical predictions, and suggest that organizations should deal with the factors undermining employees’ emotions (...) to improve their creativity. (shrink)

This article relies on two international projects to argue for the existence of a ‘centrarchy’ in the fields of education and technology. Centrarchy denotes a power structure in which power rests with ‘the Centre’. The Centre signifies well-respected departments, top-tiered journals, the best editors, critical reviewers and leading authors; the Periphery denotes anyone else. The Centre has assigned itself the mission of guiding the Periphery out of its underdevelopment. It has served as a proxy for quality scholarship and believes that (...) Periphery’s societies require a saviour. It has ignored the knowledge that has been produced by the Periphery’s researchers. Its ways of researching the world have been internalised and taken for granted by the Periphery’s academics, who have come to see these ways as the natural order and common sense. It has seen the Periphery’s societies as outliers appropriate merely for local case studies, whereas its case studies transcend locality and have universal value. The Centre–Periphery ‘wall’ is unbreachable because of empirically uninspected factors, which are unearthed here. This article, furthermore, shows some academics to be on ‘the periphery of the Periphery’. (shrink)

Digital peddling of fake news is influential to persuasive political participation, with veritable social media platforms. Social media, with their instantaneous and widespread usage, have been exploited by ‘anonymous’ political influencers who fabricate and inundate internet community with unverified and false information. Using van Leeuwen’s Discourse Legitimation approach and insights from Discourse Analysis, this study analyses 120 purposively sampled fake news posts on Whatsapp, Facebook and Twitter, shared during the 2019 general elections in Nigeria. WhatsApp allows for the easy and (...) fast sharing of fake news as it pulled the largest occurrence of legitimation strategies, followed by Facebook. Authorisation is the highest occurring legitimation strategy at 46.6% frequency; this is followed by Moralisation which has 27% and Rationalisation at 26.4%; while Mythopoesis did not feature at all in the sampled data, leaving it at 0%. In particular, expert and role model authority are most often deployed to validate fake news such as the demise and cloning of President Buhari, ruling party’s plan to rig and destabilise the 2019 election, massive corruption in the current administration and imminent ethnic violence. The study argues that these strategies are viable persuasive tools owing to their use of discourse markers like make-believe images, emotive language, appeal to emotions, rational conclusions, hateful comments, verbal indictment and coercive verbs. (shrink)

One of the most legendary educational books ever written is Jean-Jacques Rousseau’s “Émile ou de l’Education”. Most obviously Rousseau wrote this book guided by diverse more or less conscious purposes and one of the main problems it presents is paradoxical: Does education have to promote freedom by force? In this article I will, firstly, present several aims that might have triggered Rousseau to write “Émile”. Secondly, I will discuss Rousseau’s view of the so called “educational paradox”. Since this quandary touches (...) the topic of many other of his books, I will discuss “Émile” along with Rousseau’s other works and thus place his educational story in his “great narrative”. (shrink)

How could ectogestative technology disrupt gender roles, parenting practices, and concepts such as ‘birth’, ‘body’, or ‘parent’? In this chapter, we situate this emerging technology in the context of the history of reproductive technologies and analyse the potential social and conceptual disruptions to which it could contribute. An ectogestative device, better known as ‘artificial womb’, enables the extra-uterine gestation of a human being, or mammal more generally. It is currently developed with the main goal of improving the survival chances of (...) extremely premature neonates. We argue that the intended use of the technology in neonatal intensive care units, as an alternative to current incubators (’partial-ectogestation’), challenges concepts such as ‘birth’, ‘fetus’, and ‘neonate’, and has several ethico-legal implications. We moreover address a more futuristic scenario where the entire embryological and fetal development could happen within an artificial womb (’full-ectogestation’). Such a scenario reveals the disruption of gender roles, parenting practices, and concepts such as ‘mother’, ‘father’, and ‘parent’. Both full- and partial-ectogestation would have implications for engineering and design, law-making, ethics, and philosophical anthropology. (shrink)

In this fascinating study, the author analyzes the conceptual roots of molecular biology and the social matrix in which it was developed.

Singapore's long-serving People's Action Party government suffered from a major electoral setback in the 2011 general election and subsequent by-elections. The high-growth population policy, underpinned by the influx of migrants and foreign workers, has strongly fuelled the groundswell of public discontent and is commonly perceived to have contributed to widening income disparities, wage stagnation, and cost of living pressures. This article attempts to make sense of the PAP leadership's dogged commitment to the high-growth population policy despite the electoral backlashes and (...) policy criticisms by prominent public intellectuals and others closely connected to the PAP establishment. It considers Singapore's high-growth population policy and widening income disparity within the context of the authoritarian developmental state's shift away from the social compact. The article also examines the impact of widening income inequality and other policy lapses on the legitimacy of the PAP government as the clamor for a renewed social compact based on gathers momentum in the repoliticized polity. (shrink)