We describe a deep generative model in which the lowest layer represents the word-count vector of a document and the top layer represents a learned binary code for that document. The top two layers of the generative model form an undirected associative memory and the remaining layers form a belief net with directed, top-down connections. We present efficient learning and inference procedures for this type of generative model and show that it allows more accurate and much faster retrieval than latent (...) semantic analysis. By using our method as a filter for a much slower method called TF-IDF we achieve higher accuracy than TF-IDF alone and save several orders of magnitude in retrieval time. By using short binary codes as addresses, we can perform retrieval on very large document sets in a time that is independent of the size of the document set using only one word of memory to describe each document. (shrink)

The problem of justifying legal punishment has been at the heart of legal and social philosophy from the very earliest recorded philosophical texts. However, despite several hundred years of debate, philosophers have not reached agreement about how legal punishment can be morally justified. That is the central issue addressed by the contributors to this volume. All of the essays collected here have been published in the highly respected journal Philosophy & Public Affairs. Taken together, they offer not only significant proposals (...) for improving established theories of punishment and compelling arguments against long-held positions, but also ori-ginal and important answers to the question, "How is punishment to be justified?"Part I of this collection, "Justifications of Punishment," examines how any practice of punishment can be morally justified. Contributors include Jeffrie G. Murphy, Alan H. Goldman, Warren Quinn, C. S. Nino, and Jean Hampton. The papers in Part II, "Problems of Punishment," address more specific issues arising in established theories. The authors are Martha C. Nussbaum, Michael Davis, and A. John Simmons. In the final section, "Capital Punishment," contributors discuss the justifiability of capital punishment, one of the most debated philosophical topics of this century. Essayists include David A. Conway, Jeffrey H. Reiman, Stephen Nathanson, and Ernest van den Haag. (shrink)

Ethical attitudes and behaviour are complex. This complexity extends to the influencers operating at different levels both outside and within the organisation, and in different combinations for different individuals. There is hence a growing need to understand the proximal and distal influencers of ethical attitudes, and how these operate in concert at the individual, organisational, and societal levels. Few studies have attempted to combine these main research streams and systematically examine their combined impact. The minority of studies that have taken (...) a combined approach have often done so using conventional statistical and analytical techniques which imply linearity between variables—a situation that rarely exists in business settings and is likely to lead to simplistic or even erroneous conclusions. Applying a fuzzy-set qualitative comparative analysis approach, this paper reports on the mutual and simultaneous influence of individual demographic factors, as well as proximal and distal factors stemming from within and outside the work environment to understand individuals’ ethical views within the workplace. The multiple configurations that emerged reveal the complex nature of influencers of ethical attitudes, and reinforce the view that “one size does not fit all”. We discuss these implications together with managerial recommendations and future research directions. (shrink)

Recensione critica, e analitica, del testo di A.Gehlen.

Edited with New Translation by Richard McKirahan With a New Preface by Malcolm Schofield This book is a revised and expanded version of A.H. Coxon's full critical edition of the extant remains of Parmenides of Elea—the fifth-century B.C. philosopher by many considered "one of the greatest and most astonishing thinkers of all times." Coxon's presentation of the complete ancient evidence for Parmenides and his comprehensive examination of the fragments, unsurpassed to this day, have proven invaluable to our understanding of the (...) Eleatic since the book's first publication in 1986. This edition, edited by Richard McKirahan and with a new preface by Malcolm Schofield, is released on the 100th anniversary of Coxon's birth. This new edition for the first time includes English translations of the testimonia and of any Ancient Greek throughout the book, as well as an English/Greek glossary by Richard McKirahan, and revisions by the late author himself. The text consists of Coxon's collations of the relevant folios of manuscripts of Sextus Empiricus, Proclus and Simplicius and includes all extant fragments, a commentary, the testimonia, a complete list of sources, linguistic parallels from both earlier and later authors, and the fullest critical apparatus that has appeared since Diels’ _Poetarum Philosophorum Fragmenta _. The collection of testimonia includes the philosophical discussions of Parmenides by Plato, Aristotle and the Neoplatonists, most of which had been omitted by Diels. The introduction discusses the history of the text, the language and form of the poem, Parmenides’ use and understanding of the verb ‘to be’, his place in the history of earlier and later philosophy and the biographical tradition. In the commentary Coxon deals in detail with both the language and the subject matter of the poem and pays full attention to Parmenides’ account of the physical world. The appendix relates later Eleatic arguments to those of Parmenides. (shrink)

A personalized recommender system is broadly accepted as a helpful tool to handle the information overload issue while recommending a related piece of information. This work proposes a hybrid personalized recommender system based on affinity propagation, namely, APHPRS. Affinity propagation is a semisupervised machine learning algorithm used to cluster items based on similarities among them. In our approach, we first calculate the cluster quality and density and then combine their outputs to generate a new ranking score among clusters for the (...) personalized recommendation. In the first phase, user preferences are collected and normalized as items rating matrix. This generated matrix is then clustered offline using affinity propagation and kept in a database for future recommendations. In the second phase, online recommendations are generated by applying the offline model. Negative Euclidian similarity and the quality of clusters are used together to select the best clusters for recommendations. The proposed APHPRS system alleviates problems such as sparsity and cold-start problems. The use of affinity propagation and the hybrid recommendation technique used in the proposed approach helps in improving results against sparsity. Experiments reveal that the proposed APHPRS performs better than most of the existing recommender systems. (shrink)

The key stakeholders of the Finnish engineering education collaborated during 2006–09 to reform the system of education, to face the challenges of the changing business environment and to create a national strategy for the Finnish engineering education. The work process was carried out using participatory work methods. Impacts of sustainable development (SD) on engineering education were analysed in one of the subprojects. In addition to participatory workshops, the core part of the work on SD consisted of a research with more (...) than 60 interviews and an extensive literature survey. This paper discusses the results of the research and the work process of the Collaboration Group in the subproject of SD. It is suggested that enhancing systematic dialogue among key stakeholders using participatory work methods is crucial in increasing motivation and commitment in incorporating SD in engineering education. Development of the context of learning is essential for improving skills of engineering graduates in some of the key abilities related to SD: systemic- and life-cycle thinking, ethical understanding, collaborative learning and critical reflection skills. This requires changing of the educational paradigm from teacher-centred to learner-centred applying problem- and project-oriented active learning methods. (shrink)

Bertrand Russell is one of the most famous and important philosophers of the twentieth century. In this account of his life and work A. C. Grayling introduces both his technical contributions to logic and philosophy, and his wide-ranging views on education, politics, war, and sexual morality.

Первое российское энциклопедическое издание, посвященное философии буддизма, является самым полным в отечественной литературе сводом знаний о буддийской философии. Его главная цель - описать философское кредо буддизма в контексте разнообразия школ.

The crisis of the theory of socioeconomic formations has recently become clearly apparent in our social philosophy. Earlier as well, the "formational" approach, with its presumption that the new order has "decisive advantages," caused perceptible epistemological difficulties associated with the effect of "inverted perspective." It followed from the theory that socialist Mongolia, Vietnam, and Cuba were a "whole epoch" ahead of the USA and other developed countries of the West that had preserved the outmoded capitalist order.

The Central American country of Guatemala committed itself to democratic values and processes in its election of December, 1985. Guatemala, like most other Central American countries, has been through the dictator-constitution-election revolving door many times. For almsot half a century, Guatemala has been afflicted with coups, general-presidents and dictator-presidents. Again, in 1985, Guatemala created a new constitution with provision for democratic presidential elections monitored and declared "democratic" by a score of other nations. The new president, Vinicio Cerezo, and his Minister (...) of Education, Eduardo Meyer Maldonado, emphasized that the elementary school, the only formal educational institution attended by the majority of Guatemalans, must provide those learning experiences required to develop, to nourish and to sustain democracy in Guatemala. (shrink)

A. M. Ritchie; XII—Can Animals See? A Cartesian Query, Proceedings of the Aristotelian Society, Volume 64, Issue 1, 1 June 1964, Pages 221–242, https://doi.org/.

Educational Theory, Volume 71, Issue 6, Page 787-807, December 2021.

Extensively updated to include clinical findings over the last two decades, this third edition of A Practitioner's Guide to Rational-Emotive Behavior Therapy reviews the philosophy, theory, and clinical practice of Rational Emotive Behavior Therapy. This model is based on the work of Albert Ellis, who had an enormous influence on the field of psychotherapy over his 50 years of practice and scholarly writing. Designed for both therapists-in-training and seasoned professionals, this practical treatment manual and guide introduces the basic principles of (...) rational-emotive behavior therapy, explains general therapeutic strategies, and offers many illustrative dialogues between therapist and patient. The volume breaks down each stage of therapy to present the exact procedures and skills therapists need, and numerous case studies illustrate how to use these skills. The authors describe both technical and specific strategic interventions, and they stress taking an integrative approach. The importance of building a therapeutic alliance and the use of cognitive, emotive, evocative, imaginal, and behavioral interventions serves as the unifying theme of the approach. Intervention models are presented for the treatment of anxiety, depression, trauma, anger, personality disorders, and addictions. Psychologists, clinical social workers, mental health counselors, psychotherapists, and students and trainees in these areas will find this book useful in learning to apply rational-emotive behavior therapy in practice. (shrink)

Сборник содержит материалы докладов участников межвузовской конференции, посвященной проблемам связи философии, культуры и истории, влиянию социально-культурологических аспектов на развитие философских идей.