O presente artigo objetivou apresentar uma revisão sistemática da produção científica brasileira sobre a inclusão de crianças autistas no ensino regular, publicada entre os anos de 2010 e 2020. As buscas foram realizadas nas bases de dados SciELO, BIREME, Redalyc, EBSCO e Scopus, tendo como descritor “a inclusão de crianças autistas”. Após a verificação dos estudos, e contemplando-se os critérios de inclusão e exclusão da presente pesquisa, foram selecionados oito artigos. Nos principais resultados, pôde-se perceber que a maioria das pesquisas (...) empíricas utilizaram-se de métodos quantitativos e buscaram investigar se a relação das escolas regulares com a inclusão de crianças autistas nesse meio ocorre de forma positiva ou negativa. Outro dado importante foi a falta de preparação dos ensinos regulares frente à inclusão dessas crianças, no sentido de que muitos professores não se sentem aptos para trabalhar com estas. Por fim, discutiram-se os achados mais relevantes e propuseram-se novos temas para futuras pesquisas acerca deste tema. (shrink)

The latest academic discussion has focused on the potential and risks associated with technological systems. In this perspective, defining a set of legal rules could be the priority but this action appears extremely difficult at the European level and, therefore, in the last years, a set of ethical principles contained in many different documents has been published. The need to develop trustworthy and human-centric AI technologies is accomplished by creating these two types of rule sets: legal and ethical. The paper (...) aims to critically analyse and compare these rule sets in order to understand their possible relationships in the regulation of legal problems, not only theoretically but also, where present, in some practical applications of AI, such as self-driving cars, smart toys, smart contracts and legal design. Indeed, the purpose is to identify how legal rules and ethical principles can interact for adequate regulation of AI, with particular regard to the fields of application that will be analysed. (shrink)

New Visions of the Zhuangzi is a collection of thirteen essays on the ancient Daoist philosophical work, presenting new angles and approaches. It overcomes the traditional division of schools in favor of topics, sheds new light on key philosophical notions, examines Zhuangzi's use of language, and explores issues of his use of language. In addition, it also applies modern neuroscience to its instructions, explores its vision of the ideal mind, and connects Zhuangzi's teachings to issues of education and community relevant (...) in contemporary society. (shrink)

Drawing on the status characteristic theory, we investigate the effect of gender on board directors’ status ranking and find that all else being equal, female directors’ status ranking is 81.48% of one position lower than that of male directors, a discrepancy that is attributable to gender. We theorize on the mechanism that determines the ways in which the status value of gender on a board affects board interactions, and we predict how this mechanism influences firm outcomes, including excessive managerial spending, (...) social responsibility performance, and firm risk. We test our hypotheses in Chinese firms using an unbalanced panel that includes 5396 firm-year observations for a period of 6 years and find them supported. (shrink)

I argue for the role of trust and cooperation as part of the foundation of digital commerce by expanding the reach of the Integrative Social Contract Theory of Donaldson and Dunfee. I propose that a digital business community can be a community in the morally relevant ways that Donaldson and Dunfee describe, and that the basic framework of ISCT can apply to the digital business world similarly to its application in the offline business world. I then analyze the roles of (...) trust and cooperation in e-commerce, showing how they are important to the digital business community and explaining their moral relevance under a digital form of ISCT. I use the ISCT framework to show that trust and cooperation are an instantiation of the hypernorm of necessary social efficiency, and that authentic microsocial norms developed for the ends of trust and cooperation carry moral responsibility. (shrink)

Abduction is or subsumes a process of inference. It entertains possible hypotheses and it chooses hypotheses for further scrutiny. There is a large literature on various aspects of non-symbolic, subconscious abduction. There is also a very active research community working on the symbolic (logical) characterisation of abduction, which typically treats it as a form of hypothetico-deductive reasoning. In this paper we start to bridge the gap between the symbolic and sub-symbolic approaches to abduction. We are interested in benefiting from developments (...) made by each community. In particular, we are interested in the ability of non-symbolic systems (neural networks) to learn from experience using efficient algorithms and to perform massively parallel computations of alternative abductive explanations. At the same time, we would like to benefit from the rigour and semantic clarity of symbolic logic. We present two approaches to dealing with abduction in neural networks. One of them uses Connectionist Modal Logic and a translation of Horn clauses into modal clauses to come up with a neural network ensemble that computes abductive explanations in a top-down fashion. The other combines neural-symbolic systems and abductive logic programming and proposes a neural architecture which performs a more systematic, bottom-up computation of alternative abductive explanations. Both approaches employ standard neural network architectures which are already known to be highly effective in practical learning applications. Differently from previous work in the area, our aim is to promote the integration of reasoning and learning in a way that the neural network provides the machinery for cognitive computation, inductive learning and hypothetical reasoning, while logic provides the rigour and explanation capability to the systems, facilitating the interaction with the outside world. Although it is left as future work to determine whether the structure of one of the proposed approaches is more amenable to learning than the other, we hope to have contributed to the development of the area by approaching it from the perspective of symbolic and sub-symbolic integration. (shrink)

Humans are often extraordinary at performing practical reasoning. There are cases where the human computer, slow as it is, is faster than any artificial intelligence system. Are we faster because of the way we perceive knowledge as opposed to the way we represent it? -/- The authors address this question by presenting neural network models that integrate the two most fundamental phenomena of cognition: our ability to learn from experience, and our ability to reason from what has been learned. This (...) book is the first to offer a self-contained presentation of neural network models for a number of computer science logics, including modal, temporal, and epistemic logics. By using a graphical presentation, it explains neural networks through a sound neural-symbolic integration methodology, and it focuses on the benefits of integrating effective robust learning with expressive reasoning capabilities. -/- The book will be invaluable reading for academic researchers, graduate students, and senior undergraduates in computer science, artificial intelligence, machine learning, cognitive science and engineering. It will also be of interest to computational logicians, and professional specialists on applications of cognitive, hybrid and artificial intelligence systems. (shrink)

Abduction is or subsumes a process of inference. It entertains possible hypotheses and it chooses hypotheses for further scrutiny. There is a large literature on various aspects of non-symbolic, subconscious abduction. There is also a very active research community working on the symbolic (logical) characterisation of abduction, which typically treats it as a form of hypothetico-deductive reasoning. In this paper we start to bridge the gap between the symbolic and sub-symbolic approaches to abduction. We are interested in benefiting from developments (...) made by each community. In particular, we are interested in the ability of non-symbolic systems (neural networks) to learn from experience using efficient algorithms and to perform massively parallel computations of alternative abductive explanations. At the same time, we would like to benefit from the rigour and semantic clarity of symbolic logic. We present two approaches to dealing with abduction in neural networks. One of them uses Connectionist Modal Logic and a translation of Horn clauses into modal clauses to come up with a neural network ensemble that computes abductive explanations in a top-down fashion. The other combines neural-symbolic systems and abductive logic programming and proposes a neural architecture which performs a more systematic, bottom-up computation of alternative abductive explanations. Both approaches employ standard neural network architectures which are already known to be highly effective in practical learning applications. Differently from previous work in the area, our aim is to promote the integration of reasoning and learning in a way that the neural network provides the machinery for cognitive computation, inductive learning and hypothetical reasoning, while logic provides the rigour and explanation capability to the systems, facilitating the interaction with the outside world. Although it is left as future work to determine whether the structure of one of the proposed approaches is more amenable to learning than the other, we hope to have contributed to the development of the area by approaching it from the perspective of symbolic and sub-symbolic integration. (shrink)

In the paper we consider an electricity provider company that makes decision on allocating resources on electric network maintenance. The investments decrease malfunction rate of network nodes. An accidental event or a malfunctioning on underground system can have various consequences and in different perspectives, such as deaths and injuries of pedestrians, fires in nearby locations, disturbances in the flow of vehicular traffic, loss to the company image, operating and financial losses, etc. For this reason it is necessary to apply an (...) approach of the risk management that considers the multidimensional view of the consequences. Furthermore an analysis of decision making should consider network dependencies between the nodes of the electricity distribution system. In the paper we propose the use of the simulation to assess the network effects in the multidimensional risk assessment in electricity grid. The analyzed effects include node overloading due to malfunction of adjacent nodes and blackouts that take place where there is temporarily no path in the grid between the power plant and a node. The simulation results show that network effects have crucial role for decisions in the network maintenance – outcomes of decisions to repair a particular node in the network can have significant influence on performance of other nodes. However, those dependencies are non-linear. The effects of network connectivity on its multidimensional performance assessment depend heavily on the overloading effect level. The simulation results do not depend on network type structure – however simulation outcomes for random networks have shown higher variance compared to small-world networks. (shrink)

Neste artigo, investigamos práticas de citação de literatura científica na escrita reflexiva do gênero relatório de estágio supervisionado, produzido por professores em formação, em disciplinas de estágio obrigatório em Ensino de Língua Inglesa numa Licenciatura em Letras. Analisaremos, especificamente, como esses professores se representam a partir de citações de literatura científica, e caracterizaremos algumas funções exercidas pelas citações na escrita reflexiva emergente na esfera acadêmica. Utilizamos a abordagem dialógica da linguagem dos estudos bakhtinianos como referencial teórico de base, além de (...) aportes teórico-metodológicos acerca de tipos de sequência e de discurso propostos por Adam e Bronckart. Os resultados da pesquisa mostram que a prática de citação da literatura científica é uma invocação de autoridade com função de erudição, amplificação e ornamentação do discurso produzido, podendo orientar a ação pedagógica desenvolvida pelo professor em formação no estágio supervisionado.In this paper we investigate citation practices of scientific literature in reflexive writing from the genre of supervised pre-service training report produced by pre-service teachers enrolled in the mandatory pre-service training subject of English Language Teaching, at an undergraduate language teaching course. The aim of this research is to analyze how these pre-services teacher represent themselves based on citation practices of scientific literature, and characterize some of the functions deployed by the citations in the reflexive writing emerging in the academic sphere. We use the dialogic approach to language from Bakhtinian studies as a theoretical base, as well as theoretical and methodological contributions regarding types of sequences and of discourse proposed by Adam and Bronckart. The results of this research show that the practice of citation of scientific literature is an invocation of authority as a form of erudition, amplification and ornamentation of the discourse produced. This practice can also guide pedagogical action developed by pre-service teachers in their supervised training. (shrink)

This paper presents some reflections about an approach in work psychology: the Activity Clinic. After a brief introduction to the conceptual background of the “Activity Clinic”, it covers three deeply interconnected themes. The first concerns the meaning attributed to the development of the affects present in the work situation under analysis; the second discusses the reasons for the conflicts that are ultimately due to these affects; the third considers how a method of co-analysis of the activity can lead towards transformation (...) of those conflicts. Our reflections refer to the process engendered by this methodological approach as one of “transferential activity”. The paper explains this process by empirically describing the “transport” of affects involved in the conflicts. The personal interpretation of the cause of problems gives way to the understanding that they are due to organizational dysfunction rather than to individual personalities. Measures can then be taken to break the deadlocks experienced both at the personal and collective level. (shrink)

This is a second major text on ancient Daoism, one with multiple aspects and dimensions.

Is there a compensation gap between female CEOs and male CEOs? If so, are there mechanisms to mitigate the compensation gap? Extending role congruity theory, we argue that the perception mismatch between the female gender role and the leadership role may lead to lower compensation to female CEOs, resulting in a gender compensation gap. Nevertheless, the compensation gap may be narrowed if female CEOs display agentic traits through risk-taking, or alternatively, work in female-dominated industries where communal traits are valued. Additionally, (...) we expect that female CEOs’ risk-taking is less effective in reducing the gender compensation gap in female-dominated industries due to the conflicting emphases on agentic and communal traits. Leveraging a sample of Chinese publicly listed firms, we find support for our hypotheses. Overall, this study contributes to the ethics literature on income inequality issues, by highlighting the effectiveness of potential mechanisms to close the gender compensation gap between female and male CEOs. (shrink)

Ethical considerations arise when individuals who were contracted and paid to conduct a research study and write it up for publication, are denied authorship on a scholarly publication on the grounds that their work was contracted and paid for. Each of the various stakeholders should be considered. Researchers need to make sure that the contract recognizes their intellectual contribution and their right to be named as authors if and when the contracted study is published. If authorship disputes of published works (...) arise, journal editors should have mechanisms in place for addressing such disputes. They should be able to see the contract and have all disputing parties agree to any changes in authorship. If the dispute cannot be resolved, the manuscript should be retracted. Contractors should develop a publication plan and include in the contract stipulations ensuring transparent and unambiguous authorship on any publication ensuing from contracted work. The International Committee of Medical Journal Editors and the Committee for Publication Ethics should update their guidance for authors to include advice regarding researchers involved in contracted work and how to resolve an authorship disputes around it. (shrink)

This book explores why, regarding practical reasoning, humans are sometimes still faster than artificial intelligence systems. It is the first to offer a self-contained presentation of neural network models for many computer science logics.

A amizade é concebida neste estudo como tendo um sentido político, pois uma condição necessária do exercício político é aquela de considerar a opinião do outro. Em seu sentido político, a amizade favorece o questionamento de pontos de vista fixos e a irrupção de ações inovadoras. A experimentação política da amizade constitui uma relação agonística, de abertura ao outro na qual os corpos estão dispostos a afetar e serem afetados, implicados em contribuir com o aumento da capacidade de reflexão e (...) ação do amigo. Este artigo tem como objetivo discutir a experimentação política da amizade a partir da teoria dos afetos de Baruch Espinosa: o corpo é essencialmente relacional e é na relação com seus outros, na maneira como afeta e é afetado por elesque se dá a condição de possibilidade da resistência à tristeza e afirmação da alegria – compreendida como aumento da potência de pensar e agir. (shrink)

Este artigo analisa a questão da enunciação literária em alguns dos escritos teóricos de Rousseau, em particular a Carta a D’Alembert, Do contrato social e o Ensaio sobre a origem das línguas, além do prefácio da Nova Heloísa. Neles, atenta-se ao modo como a literatura está intimamente relacionada à problemática da voz e do ordenamento das enunciações e dos corpos no pensamento político do autor, configurando assim uma política / polícia da literatura, conforme a distinção feita por Jacques Rancière.

In this article we argue that discourse structure constrains the set ofpossible constituents in a discourse that can provide the relevantcontext for structuring information in a target sentence, whileinformation structure critically constrains discourse structureambiguity. For the speaker, the discourse structure provides a set of possible contexts for continuation while information structure assignment is independent of discourse structure. For the hearer, the information structure of a sentence together with discourse structure instructs dynamic semantics how rhematic information should be used to update (...) the meaning representation of the discourse. (shrink)

Esta pesquisa visa contribuir com a análise da trajetória e das tendências das pesquisas desenvolvidas na região Nordeste, apresentando como objetivos: identificar as produções dos docentes/pesquisadores que atuam na região Nordeste do Brasil, com ênfase no Estado da Paraíba; identificar as tendências temáticas e teórico-metodológicas; identificar as contribuições dessa produção na formação profissional e na consolidação da pesquisa nas instituições formadoras da região.

Attention-deficit/hyperactivity disorder is a neurodevelopmental disorder with a childhood prevalence of 5%. In about two-thirds of the cases, ADHD symptoms persist into adulthood and often cause significant functional impairment. Based on the results of family and twin studies, the estimated heritability of ADHD approximates 80%, suggests a significant genetic component in the etiological background of the disorder; however, the potential genetic effects on disease risk, symptom severity, and persistence are unclear. This article provides a brief review of the genome-wide and (...) candidate gene association studies with a focus on the clinical aspects, summarizing findings of ADHD disease risk, ADHD core symptoms as dimensional traits, and other traits frequently associated with ADHD, which may contribute to the susceptibility to other comorbid psychiatric disorders. Furthermore, neuropsychological impairment and measures from neuroimaging and electrophysiological paradigms, emerging as potential biomarkers, also provide a prominent target for molecular genetic studies, since they lie in the pathway from genes to behavior; therefore, they can contribute to the understanding of the underlying neurobiological mechanisms and the interindividual heterogeneity of clinical symptoms. Beyond the aforementioned aspects, throughout the review, we also give a brief summary of the genetic results, including polygenic risk scores that can potentially predict individual response to different treatment options and may offer a possibility for personalized treatment for the therapy of ADHD in the future. (shrink)

Ljudski se mozak polako otvara znanstvenoj spoznaji. Novi uvidi u način rada ovog vrhunski sofisticiranog ljudskog/digitalnog »stroja« bacaju povratno svjetlo na načine »aktiviranja « ljudske osjetilnosti, načine doživljavanja i spoznavanja svijeta.Cilj je ovog rada istražiti moguću povezanost tehničkih naprava kao ljudskih ekstenzija i procesa u mozgu koji povratno određuju načine percepcije svijeta. Istovremeno riječ je o promišljanju zanimljive i u znanosti prisutne teze o podijeljenosti hemisfera ljudskoga mozga kao oblika podijeljenosti temeljnih ljudskih sposobnosti.U tom kontekstu želimo propitati bioetičku dimenziju McLuhanovog (...) razmišljanja o paraleli podijeljenosti hemisfera ljudskoga mozga i hemisfera civilizacija nastanjenih na istočnoj odnosno zapadnoj strani zemaljske kugle.Područja istraživanja su dakle sljedeća: tehnologije kao ekstenzije i ljudski mozak; lijeva i desna hemisfera mozga; tehnologije, kultura, mozak; ekstenzije jezika i pisma u predjezičkom i predpismenom; »digitalno« ustrojstvo mozga; mozak kao krajnji korektiv tehnocivilizacijskih zabluda.Postoje poveznice između neurolingvističkih, teoloških, filozofijskih i biologijskih stavova o mozgu. Tragajući za svojim odgovorima o izvorima jezika, o determiniranosti ljudskoga mišljenja, o odnosu potencijalnoga i realiziranoga, o sukobima u čovjeku između utilitarnog i empatije… u konačnici promišljanje želi odgovoriti na pitanje regulativnog karaktera ljudskog mozga u uspostavljanju balansa moći kako pojedinih ljudi tako i civilizacija.Science is slowly revealing secrets of the human brain. Latest discoveries on the functioning of this digital, highly sophisticated human “device” reflect the ways how sensations, experience and understanding of the world are “activated”.The aim of this study is to investigate the eventual link between technical devices as human extensions and brain processes that in return determine the ways of the perception of the world. At the same time it is a reflection on interesting thesis which exists in the science on the split of the human brain hemispheres as a form of a division between basic human abilities.In this context we want to investigate the bioethical dimension of McLuhan’s thought on the parallel between two hemispheres of the human brain and civilisations which exists on Eastern and Western hemisphere of our planet.The areas of investigation are the following: technologies as extensions and human brain; left and right hemisphere of the brain; technologies, culture, brain; extensions of spoken and written language in pre-linguistic and pre-literacy; “digital” configuration of the brain; brain as the final corrective of the techno-civilisations delusions.There are links between neurolinguistical, theological, philosophical and biological standpoints on human brain. Research into the origins of language, determination of human thoughts, relation between potential and realised, the internal conflict between utilitarian and human empathy… at the end the contemplation tries to answer the question on the regulatory nature of the human brain in establishing the balance of power of both individuals and civilizations. (shrink)

Este artigo evidencia algumas breves fotografias de uma dissertação de mestrado realizada entre 2020 e 2022 na Universidade Federal de São Paulo. A pesquisa objetivou buscar traços da produção de significado de alunos de um curso de licenciatura em matemática em relação às questões de gênero e apresentar uma leitura plausível dos documentos oficiais desta mesma licenciatura de uma instituição pública do estado de São Paulo. Para a produção de dados realizamos conversas com dois alunos e uma aluna da respectiva (...) licenciatura e, também, desenvolvemos uma análise documental deste curso através da grade de disciplinas, ementas e projeto político pedagógico. Para este artigo apresentaremos uma síntese da discussão teórica entre gênero, educação matemática e formação de professores; um pequeno recorte das conversas que realizamos com os três estudantes e algumas conclusões; a leitura dessas conversas foi realizada por meio do Modelo dos Campos Semânticos e este trecho será apresentado no formato de narrativas, assim como consta na pesquisa original. (shrink)

Did Chinese mysticism vanish after its first appearance in ancient Taoist philosophy, to surface only after a thousand years had passed, when the Chinese had adapted Buddhism to their own culture? This first integrated survey of the mystical dimension of Taoism disputes the commonly accepted idea of such a hiatus. Covering the period from the Daode jing to the end of the Tang, Livia Kohn reveals an often misunderstood Chinese mystical tradition that continued through the ages. Influenced by but ultimately (...) independent of Buddhism, it took forms more various than the quietistic withdrawal of Laozi or the sudden enlightenment of the Chan Buddhists. On the basis of a new theoretical evaluation of mysticism, this study analyzes the relationship between philosophical and religious Taoism and between Buddhism and the native Chinese tradition. Kohn shows how the quietistic and socially oriented Daode jing was combined with the ecstatic and individualistic mysticism of the Zhuangzi, with immortality beliefs and practices, and with Buddhist insight meditation, mind analysis, and doctrines of karma and retribution. She goes on to demonstrate that Chinese mysticism, a complex synthesis by the late Six Dynasties, reached its zenith in the Tang, laying the foundations for later developments in the Song traditions of Inner Alchemy, Chan Buddhism, and Neo-Confucianism. (shrink)

_Care of the Self: Ancient Problematizations of Life and Contemporary Thought_, by Lívia Flachbartová, Pavol Sucharek, and Vladislav Suvák, focus on different manifestations of “taking care of the self” present in ancient and contemporary thought.