In information societies, operations, decisions and choices previously left to humans are increasingly delegated to algorithms, which may advise, if not decide, about how data should be interpreted and what actions should be taken as a result. More and more often, algorithms mediate social processes, business transactions, governmental decisions, and how we perceive, understand, and interact among ourselves and with the environment. Gaps between the design and operation of algorithms and our understanding of their ethical implications can have severe consequences (...) affecting individuals as well as groups and whole societies. This paper makes three contributions to clarify the ethical importance of algorithmic mediation. It provides a prescriptive map to organise the debate. It reviews the current discussion of ethical aspects of algorithms. And it assesses the available literature in order to identify areas requiring further work to develop the ethics of algorithms. (shrink)

Living labs represent an important step in the development of research solutions based on the inclusive design paradigm. To ensure participants' rights and the adoption of an ethical approach to technological research, this paper presents some tools and strategies that comply with the needs and rights of those less advantaged groups to ensure that their rights and demands are taken into account. There is a gap in the construction and development of norms for a living lab. This article summarizes the (...) efforts made to achieve the goals of ethical awareness, enumerates the issues related to the ethical problems that may arise during participatory design and living labs environments, describes working routines, and outlines recommendations for achieving this objective. This paper attempts to focus on those aspects of research development that directly or indirectly come into contact with issues of ethics, privacy, and security related to participants in the context of any research conducted using a living lab approach. It also includes thoughts about the importance of information and communication technologies on the public domain and their implications for privacy. The importance of ethical awareness is even more evident in the case of enterprises where elderly and disabled users are present. For that reason, there are several legal tools that can be applied in a living lab setting, tools that are pertinent even though they may not have been conceived specifically to regulate this environment, may be used in a precarious way and might be temporary as well, just to proceed with the setting up of the living lab. However, the specificity and idiosyncrasy of this research environment demands further efforts to establish procedures that will facilitate both the proper set-up and smooth running of the living lab. (shrink)

The phenomenon of distributed knowledge is well-known in epistemic logic. In this paper, a similar phenomenon in ethics, somewhat neglected so far, is investigated, namely distributed morality. The article explains the nature of distributed morality, as a feature of moral agency, and explores the implications of its occurrence in advanced information societies. In the course of the analysis, the concept of infraethics is introduced, in order to refer to the ensemble of moral enablers, which, although morally neutral per se, can (...) significantly facilitate or hinder both positive and negative moral behaviours. (shrink)

The paper investigates the ethics of information transparency (henceforth transparency). It argues that transparency is not an ethical principle in itself but a pro-ethical condition for enabling or impairing other ethical practices or principles. A new definition of transparency is offered in order to take into account the dynamics of information production and the differences between data and information. It is then argued that the proposed definition provides a better understanding of what sort of information should be disclosed and what (...) sort of information should be used in order to implement and make effective the ethical practices and principles to which an organisation is committed. The concepts of “heterogeneous organisation” and “autonomous computational artefact” are further defined in order to clarify the ethical implications of the technology used in implementing information transparency. It is argued that explicit ethical designs, which describe how ethical principles are embedded into the practice of software design, would represent valuable information that could be disclosed by organisations in order to support their ethical standing. (shrink)

The debate about the ethical implications of Artificial Intelligence dates from the 1960s :741–742, 1960; Wiener in Cybernetics: or control and communication in the animal and the machine, MIT Press, New York, 1961). However, in recent years symbolic AI has been complemented and sometimes replaced by Neural Networks and Machine Learning techniques. This has vastly increased its potential utility and impact on society, with the consequence that the ethical debate has gone mainstream. Such a debate has primarily focused on principles—the (...) ‘what’ of AI ethics —rather than on practices, the ‘how.’ Awareness of the potential issues is increasing at a fast rate, but the AI community’s ability to take action to mitigate the associated risks is still at its infancy. Our intention in presenting this research is to contribute to closing the gap between principles and practices by constructing a typology that may help practically-minded developers apply ethics at each stage of the Machine Learning development pipeline, and to signal to researchers where further work is needed. The focus is exclusively on Machine Learning, but it is hoped that the results of this research may be easily applicable to other branches of AI. The article outlines the research method for creating this typology, the initial findings, and provides a summary of future research needs. (shrink)

In this paper we present the perceptions of those engagedin a digital research project. We explored participants’ ethical knowledge,understanding and feelings about the whole process. We also tried toimplement a plan in order to see if certain proactive actions will benefitthe understanding of ethical issues among those stakeholders.The investigation presented here explored the need for ethical awarenessamong stakeholders in technology research projects.1 The Project tried to overcome the existing accessibility barriers faced by people unfamiliarwith ICT, people with disabilities and older (...) people when interactingwith Public Digital Terminals, such as ATMs and Ticket VendingMachines. As part of the research an investigation was conducted aboutthe ethical issues that rose on the use of digital technologies and, moreimportantly, about stakeholders ethical issues awareness.In this report the results from the field research carried out on ethicalissues are presented. At the beginning of the project a need for researchinto ethical awareness among project stakeholders was identified. As partof the project´s legal and ethical awareness and compliance, a limitedresearch was carried out on ethical issues. The research carried out encompassedtesting the validity and adequacy of the information providedon a purpose-made guide that also included more ethical awareness questionsto explore.During the testing sessions carried out in the pilot the questionnairewas presented to volunteers. Another questionnaire was presented todevelopers, and to the APSIS4 all project personnel. The expresion ofethical concerns was also encouraged from both the staff working in theproject and volunteers participating in the trials.Results showed that the information provided on the documentationwas adequate and, likewise, that both volunteers and consortium personnelwere aware of volunteers’ rights and personnel obligations. (shrink)

According to some philosophers and social scientists, mainstream economic theories currently play an unprecedented role in shaping human societies. This phenomenon can be linked to the dissemination of methodological individualism, where common goods are interpreted as reducible to aggregates of individuals' well-being. Nonetheless, some emergent difficulties of economics in coping with global institutional issues have encouraged some authors to revise that paradigm. In the last three decades, there has been a parallel growing philosophical interest in investigating social sciences' epistemological and (...) ontological foundations. Unfortunately, these two research trends have often not communicated systematically enough to understand the specific ontology of collective aims. It is still unclear whether some irreducible social goods exist and how the answer to this question can set up a consistent understanding of cooperative actions. This dissertation addresses this issue, drawing on philosophical investigations about collective intentionality. It claims that a coherent ontological taxonomy of irreducible and reducible social goods is theoretically viable and can reframe prevailing approaches to collective action dilemmas influenced by the traditional economic categorisation of goods. The research begins by analysing how the influential theory of public goods has paved the way for some social and moral impasses. Furthermore, some theoretical proposals suggesting the existence of relational goods and common-pool resources are scrutinised. Hence, a refutation of the ontological reduction of all social goods to individual ones is developed, arguing that a specific form of cooperation, grounded in we-intentions and we-reasoning, shows the plausibility of the existence of some kinds of irreducible collective goods. Expanding on that view, a refinement of this categorisation of social goods is put forward by underlying the function of some relational entities, such as trust and shared sensemaking processes, in making cooperation robust in uncertain environments. Finally, by applying the taxonomy to collective action gridlocks regarding climate change, digital information, and public education, the consistency of this hypothesis is tested, showing that a pluralistic ontological account of social goods might improve the moral understanding of current social dilemmas. (shrink)

We argue that some algorithms are value-laden, and that two or more persons who accept different value-judgments may have a rational reason to design such algorithms differently. We exemplify our claim by discussing a set of algorithms used in medical image analysis: In these algorithms it is often necessary to set certain thresholds for whether e.g. a cell should count as diseased or not, and the chosen threshold will partly depend on the software designer’s preference between avoiding false positives and (...) false negatives. This preference ultimately depends on a number of value-judgments. In the last section of the paper we discuss some general principles for dealing with ethical issues in algorithm-design. (shrink)