Explainable artificial intelligence has become a vitally important research field aiming, among other tasks, to justify predictions made by intelligent classifiers automatically learned from data. Importantly, efficiency of automated explanations may be undermined if the end user does not have sufficient domain knowledge or lacks information about the data used for training. To address the issue of effective explanation communication, we propose a novel information-seeking explanatory dialogue game following the most recent requirements to automatically generated explanations. Further, we generalise our (...) dialogue model in form of an explanatory dialogue grammar which makes it applicable to interpretable rule-based classifiers that are enhanced with the capability to provide textual explanations. Finally, we carry out an exploratory user study to validate the corresponding dialogue protocol and analyse the experimental results using insights from process mining and argument analytics. A high number of requests for alternative explanations testifies the need for ensuring diversity in the context of automated explanations. (shrink)

Deep Learning has been widely used for tackling challenging natural language processing tasks over the recent years. Similarly, the application of Deep Neural Networks in legal analytics has increased significantly. In this survey, we study the early adaptation of Deep Learning in legal analytics focusing on three main fields; text classification, information extraction, and information retrieval. We focus on the semantic feature representations, a key instrument for the successful application of deep learning in natural language processing. Additionally, we share pre-trained (...) legal word embeddings using the word2vec model over large corpora, comprised legislations from UK, EU, Canada, Australia, USA, and Japan among others. (shrink)

In this article, the author reveals the question of the relationship between the political concepts of “conservatism” and “reaction,” their evolution in the historical context, as well as the special place of conservatism in the Russian political tradition.

The focus of the article is scientific rationality. Drawing from the historical development of science, the author identifies three main types of scientific rationality: classical rationality, nonclassical rationality, and post-nonclassical rationality. They are distinguished based on such criteria as 1) features of systematic organization of the objects studied by science; 2) the system of ideals and norms used in research; 3) different types of philosophical-methodological reflection on cognitive activity. The essay discusses each of the three identified types providing a thorough (...) analysis of their main features and characteristics. (shrink)

This paper presents a series of analysis of social transformations, from the standpoints of civilizations and formations. The idea of multiple models of development of civilization is exposed. The fundamental values underscoring the traditional and technogenic models are presented. The contemporary crises are studied in its link to globalization. It is argued that, in order to overcome these crises, a substantial transformation of the values of the techngenic civilisation is needed. The upraising values in the spheres of religion, politics, law (...) and scientific rationality are seen as a first step towards a new model of development of our civilization. (shrink)

The relationship between being and goodness is one of the most engaging philosophical questions, particularly in light of the new science, which pointsto the interconnectedness of the physical world. The relationship between being and goodness is examined here in the thought of Bonaventure, who maintainsa primacy of the good. Bonaventure’s integration of philosophy and theology provides an understanding of being as goodness and hence an understandingof being as relational and generative. Because being is good, created reality is intrinsically good and (...) bears within it an inner dynamic toward the pleroma oflove. The implications of Bonaventure’s metaphysics of the good for ecology and epistemology are explored. (shrink)

Human-robot collaboration, whereby the human and the robot join their forces to achieve a task, opens new application opportunities in manufacturing. Robots can perform precise and repetitive operations while humans can execute tasks that require dexterity and problem-solving abilities. Moreover, collaborative robots can take over heavy-duty tasks. Musculoskeletal disorders (MSDs) are a serious health concern and the primary cause of absenteeism at work. While the role of the human is still essential in flexible production environment, the robot can help decreasing (...) the workload of workers. This paper describes a novel framework for task allocation of human-robot assembly applications based on capabilities and ergonomics considerations. Capable agents are determined on the basis of agent characteristics and task requirements. Ergonomics is integrated by measuring the human body posture and the related workload. The developed framework was validated on a gearbox assembly use case using the collaborative robot Baxter. (shrink)

The purpose of the study is to analyze and systematize the types of contracts which contain the concept of a lifecycle business model based on international and Russian experience. The article examines the genesis of lifecycle contracts from the moment of their first approbation in the early 1990s to the present day. Particular attention is paid to the comparison of various types of contracts and the experience of their application in the Russian economy. The scientific novelty consists of the development (...) of a typology of lifecycle contracts, that can be used in further scientific work and in the practical activities of Russian enterprises. As a result of the research, it was revealed that in the world practice there are four most widespread types of lifecycle contracts, but in the Russian economy, lifecycle contracts are implemented so far only as experiments. (shrink)

Cet article présente une synthèse des tentatives d'analyse des transformations sociales, menées (respectivement) du point de vue de la civilisation et de celui de la formation. On formule l'idée de l'existence de différents modèles de développement de la civilisation. On dégage les valeurs fondamentales qui distinguent les modèles traditionalistes de société des modèles axés sur la technique. On examine les crises contemporaines liées à la mondialisation. On montre que la sortie de ces crises nécessitera une transformation des valeurs fondamentales de (...) la culture fondée sur la technique. A partir de ces positions, on révèle l'apparition en divers points de nouvelles valeurs dans la sphère de la religion, du discours politique et juridique, de la rationalité scientifique. On les interprète comme les prémisses d'une transition vers un nouveau modèle de développement de la civilisation. (shrink)

The article discusses the unique role of philosophy and philosophers in the changing world in the era where the basic values of technogenic civilization are falling apart creating new challenges for humanity. Reflecting on classic and non-classic approaches to philosophy and their often opposing interpretations of its goals, the author proposes to understand philosophy as a reflection on the worldview universals of culture and as a means to construct its new meanings.

The purpose of this article is to present an educative experience carried out in a university context, in order to discuss of the ways that peer tutoring could contribute to the development of the pedagogical skills of future and novice teachers of French as a Foreign Language. The aforementioned case study lasted throughout an academic semester and involved undergraduate and graduate students.

The UK’s Cancer Drugs Fund (CDF) was introduced in 2010 following the Conservative Party’s promise to address the fact that numerous efficacious cancer drugs were not available because of their cost ineffectiveness, as deduced by the National Institute of Health and Care Excellence. While, at face value, this policy appears only to promote the UK’s public welfare, a deeper analysis reveals the ethically unjustifiable inconsistencies that the CDF introduces; where is the analogous fund for other equally severe diseases? Have the (...) patients without cancer been neglected simply due to the fear-inducing advertising and particularly ferocious speech which surrounds cancer? The CDF is unjustifiable when challenged by such questions. However, it is troubling to think that the CDF might be repealed in order to abolish these ethical concerns. Intuitively, one feels uncomfortable stripping the cancer patient of their benefits just so that they might be on an equally pessimistic footing with others. In the present essay, I argue that, although there are no ethically justifiable grounds for the CDF’s introduction, its removal would be inappropriate. Following this realisation, I investigate whether the procedural steps of the CDF itself—theoretically removed from the context of resource distribution for all disease types—represent an ethically justifiable system. I believe that the answer is yes, given the CDF’s conformity to accountability for reasonableness, a robust framework of procedural justice, which continuously improves the ethical and epistemological standards of the policies to which it is applied. (shrink)

Pensamiento atrevido y nuevo, visión abierta, donde el lector hallará cuestiones clave del conocimiento, pero también del confundir y fundir, metafísica, física, antropología, sociedad. Desde la psicología a la reunión de los hombres en ciudades, la política, todo penetrado de la mirada estética, como si el saber fuera una de las bellas artes. Cuestiones como la Orden del Temple, la francmasonería, el ciber-arte, la clonación de obras artísticas o las bibliotecas digitales se convierten en ejemplos para una filosofía alternativa. (...) class='Hi'>Ilia Galán, Titular de Estética y Teoría del Arte en la Universidad Carlos III de Madrid y profesor invitado en las universidades de Oxford, Harvard, la Sorbona, New Tork University, etc. Columnista habitual en El País, y otros periódicos. Entre sus libros, editados en varios idiomas, destacan: El Dios de los dioses (Ciencia del Arte) 1993, El romanticismo: Schelling o el arte divino Madrid, 1999, Actualidad del pensamiento de Sem Tob (filosofía hispano-hebrea del siglo XIV), 2003, 2004. Teorías del arte desde el siglo XXI, 2005, Sabiduría oculta en el Camino de Santiago, 2011. (shrink)

With this book Ilia Delio has provided a long needed introduction to Bonaventures thought.

Background: End-of-life decision-making for terminally ill neonates raises important legal and ethical issues. In Greece, no recent data on nurses’ attitudes and involvement in end-of-life decisions are available. Research question/aim: To investigate neonatal nurses’ attitudes and involvement in end-of-life decisions and the relation to their socio-demographic and work-related background data. Research design: A survey was carried out in 28 neonatal intensive care units between September 2018 and January 2019. A structured questionnaire was distributed by post. Participants and research context: The (...) questionnaire was answered anonymously by 312 nurses (response rate, 71.1%) and returned to the investigators. Ethical considerations: The study was approved by the Bioethics and Research Committee of Aretaieio Hospital in accordance with the Helsinki Declaration. Findings: Nurses more often reported involvement in various end-of-life decisions, such as continuation of treatment without adding further therapeutic interventions for terminally ill neonates, while less reported were mechanical ventilation withdrawal and drug administration to end life. Nurses with a high attitude score, reflecting a more quality-of-life approach, were more likely to be involved in setting limits to intensive care. α low score was consistent with life preservation. Nurses’ religiousness ( p = 0.097), parenthood ( p = 0.093), involvement in daily practice ( p = 0.03), and position on the existing legal framework ( p < 0.002) influenced their attitude score. Discussion: The likelihood of nurses to support interventions in neonates with poor prognosis in neonatal intensive care units was related to their attitudes. After adjusting for potential confounders, the most important predictors for nurses’ attitudes were parenthood, involvement in daily practice, and position supporting current legislation reform. Conclusion: Variability in involvement in end-of-life decisions among nurses exists on a national level. (shrink)

The essay examines the conditions that gave rise to undesirable trends in Russian economic transformation leading to creation of a market that the author refers to as a “wild” market opposing it to the form of market economy inherent in the West. Discussing specific archetypes of Russian mass consciousness and Russian system of fundamental values, the author emphasizes the importance of balancing the specific steps of contemporary economic reforms in the country against unique features of Russian mentality and cultural traditions.

The various forms of human knowledge can be regarded as an integral, historically developing system. Universal cultural categories are a system-building factor. They form the core of the cultural and historical code by which a type of society is reproduced. The differences in the meaning of universals in traditional and technogenic cultures determine the difference in the organization of knowledge forms. The modern system of knowledge is developing under two general conditions: the search for a new worldview, as well as (...) the intensification of cross-cultural dialogue. The transition to the technological mastery of complex, historically evolving systems forms new images of nature from the scientific perspective, as well as new strategies of activity. These new images of nature accord not only with the values of the European culture, but correlate with the worldviews of different Eastern cultures which had previously been rejected as unscientific. (shrink)

Background End-of-life decisions for neonates with adverse prognosis are controversial and raise ethical and legal issues. In Greece, data on physicians’ profiles, motivation, values and attitudes underlying such decisions and the correlation with their background are scarce. The aim was to investigate neonatologists' attitudes in Neonatal Intensive Care Units and correlate them with self-reported practices of end-of-life decisions and with their background data. Methods A structured questionnaire was distributed to all 28 Neonatal Intensive Care Units in Greece. One hundred and (...) sixty two out of 260 eligible physicians answered anonymously the questionnaire. Demographic and professional characteristics, self-reported practices and opinions were included in the questionnaire, along with a questionnaire of 12 items measuring physicians’ attitude and views ranging from value of life to quality of life approach. Results Continuation of treatment in neonates with adverse prognosis without adding further therapeutic interventions was the most commonly reported EoL practice, when compared to withdrawal of mechanical ventilation. Physicians with a high attitude score were more likely to limit, while those with a low score were more likely for continuation of intensive care. Physicians’ educational level, involvement in research, religion and position on the existing legal framework were factors that affected the attitude score. Conclusions Physicians presented with varying end-of-life practices. Limiting interventions in neonates with poor prognosis was strongly related to their attitudes. The most important predictors for physicians' attitudes were religiousness and belief for Greek legal system reform. (shrink)

We review some known results about the Ramsey property for partitions of reals, and we present a certain two-person game such that if either player has a winning strategy then a homogeneous set for the partition can be constructed, and conversely. This gives alternative proofs of some of the known results. We then discuss possible uses of the game in obtaining effective versions of Ramsey's theorem and prove a theorem along these lines.

This article reconstructs the normative strategy of interpretation of Martin Heidegger’s Being and Time in modern analytical philosophy, and also proposes a theoretical framework for understanding this strategy as a historical phenomenon. The article describes the development of the normative direction in the interpretation of Heidegger’s fundamental ontology. Its first branch—the socio-normative, or the neopragmatist one—is associated with such philosophers as John Haugeland and Robert Brandom. The second one—the ethico-normative, or postneopragmatist one—branch is represented by Steven Crowell and Sacha Golob. (...) It is shown that the first group of normativists focused mainly on implicit social norms and structures of conformity, while the second—focuses primarily on Kantian ethics and Christina Korsgaard’s interpretation of Kant, as well as on the inferentialist philosophy of language of Robert Brandom. The conceptual schemes used by each of the representatives of these approaches are reconstructed. The connections of different approaches within the framework of the normative direction with each other are shown. The concept of a relay race is proposed, which can describe normative Heideggerianism as a historical phenomenon. It is shown that the development of normative Heideggerianism can be characterized as theoretical progress in relation to the accuracy of the interpretation of Heidegger’s texts. The grounds for the comparative “progressiveness” of different normative approaches in the updates of the basic normative conceptual scheme that they involve are clarified. It is also shown that the progress of the normative conceptual scheme in the direction of flexibility and adaptation to Heidegger’s text is fraught with a loss of meaningfulness of the very concept of norm. It is argued that the concept of norm, despite the loss of its empirical content, can be used to translate Heidegger’s concepts for pragmatic reasons. (shrink)