Automated classification of legal documents has been the subject of extensive research in recent years. However, this is still a challenging task for long documents, since it is difficult for a model to identify the most relevant information for classification. In this paper, we propose a two-stage supervised learning approach for the classification of petitions, a type of legal document that requests a court order. The proposed approach is based on a word-level encoder–decoder Seq2Seq deep neural network, such as a (...) Bidirectional Long Short-Term Memory (BiLSTM) or a Bidirectional Encoder Representations from Transformers (BERT) model, and a document-level Support Vector Machine classifier. To address the challenges posed by the lengthy legal documents, the approach introduces a human-in-the-loop approach, whose task is to localize and tag relevant segments of text in the word-level training part, which dramatically reduces the dimension of the document classifier input vector. We performed experiments to validate our approach using a real-world dataset comprised of 270 intermediate petitions, which were carefully annotated by specialists from the 15th civil unit of the State of Alagoas, Brazil. Our results revealed that both BiLSTM and BERT-Convolutional Neural Networks variants achieved an accuracy of up to 95.49%, and also outperformed baseline classifiers based on the Term Frequency–Inverse Document Frequency test vectorizer. The proposed approach is currently being utilized to automate the aforementioned justice unit, thereby increasing its efficiency in handling repetitive tasks. (shrink)

The present study examined whether cinematographic editing density affects viewers’ perception of time. As a second aim, based on embodied models that conceive time perception as strictly connected to the movement, we tested the hypothesis that the editing density of moving images also affects viewers’ eye movements and that these later mediate the effect of editing density on viewers’ temporal judgments. Seventy participants watched nine video clips edited by manipulating the number of cuts (slow‐ and fast‐paced editing against a master (...) shot, unedited condition). For each editing density, multiple video clips were created, representing three different kinds of routine actions. The participants’ eye movements were recorded while watching the video, and the participants were asked to report duration judgments and subjective passage of time judgments after watching each clip. The results showed that participants subjectively perceived that time flew more while watching fast‐paced edited videos than slow‐paced or unedited videos; by contrast, concerning duration judgments, participants overestimated the duration of fast‐paced videos compared to the master‐shot videos. Both the slow‐ and the fast‐paced editing generated shorter fixations than the master shot, and the fast‐paced editing led to shorter fixations than the slow‐paced editing. Finally, compared to the unedited condition, editing led to an overestimation of durations through increased eye mobility. These findings suggest that the editing density of moving images by increasing the number of cuts effectively altered viewers’ experience of time and add further evidence to prior research showing that performed eye movement is associated with temporal judgments. (shrink)

L’étude de ce qui constitue la perfection première du mariage, c’est-à-dire son essence ou son constitutif formel, qui est l’union indissoluble des esprits et des cœurs des conjoints, porte une lumière nouvelle sur les fins du mariage. Cette union indissoluble, en tant qu’elle est la fin propre et prochaine du mariage, en constitue l’objet, qui spécifie formellement l’acte du mariage. La génération et l’éducation des enfants, qui n’est pas une partie intégrante de l’essence du mariage, est sa fin éloignée et (...) appartient à la perfection seconde du mariage, à savoir l’agir des époux. Cette doctrine thomiste des fins du mariage apparaît à différentes époques de l’histoire de la théologie et est adoptée par le Catéchisme du Concile de Trente. Avec le Code de droit canonique de 1917, elle disparaît totalement de l’enseignement catholique. Réapparue en 1930 dans l’encyclique Casti connubii, elle ne retrouve toute sa place dans l’enseignement du Magistère qu’à partir de Vatican II. La doctrine thomiste des sacrements, et du mariage en particulier, permet d’interpréter la position du Magistère actuel sur l’accès à la communion de divorcés remariés, en régime de dérogation à la séparation, et de conclure à la nécessité de manifester publiquement leur réconciliation avec Dieu et avec l’Église. (shrink)

BackgroundInformation and communication technology solutions have the potential to support active and healthy aging and improve monitoring and treatment outcomes. To make such solutions acceptable, all stakeholders must be involved in the requirements elicitation process. Due to the COVID-19 situation, alternative approaches to commonly used face-to-face methods must often be used. One aim of the current article is to share a unique experience from the Pharaon project where due to the COVID-19 outbreak alternative elicitation methods were used. In addition, an (...) overview of common functional, quality, and emotional goals identified by six pilot sites is presented to complement the knowledge about the needs of older adults.MethodsOriginally planned face-to-face co-creation seminars were impossible to carry out, and all pilot sites chose alternative requirements elicitation methods that were most suitable in their situation. The elicited requirements were presented in the form of goal models. In one summary goal model, we provide an overview of common functional, quality, and emotional goals.ResultsDifferent elicitation methods were combined based on the digital literacy of the target group and their access to digital tools. Methods applied without digital technologies were phone interviews, reviews of literature and previous projects, while by means of digital technologies online interviews, online questionnaires, and virtual co-creation seminars were conducted. The combination of the methods allowed to involve all planned stakeholders. Virtual and semi-virtual co-creation seminars created collaborative environment comparable to face-to-face situations, while online participation helped to save the time of the participants. The most prevalent functional goals elicited were “Monitor health,” “Receive advice,” “Receive information.” “Easy to use/comfortable,” “personalized/tailored,” “automatic/smart” were identified as most prevalent quality goals. Most frequently occurring emotional goals were “involved,” “empowered,” and “informed.”ConclusionThere are alternative methods to face-to-face co-creation seminars, which effectively involve older adults and other stakeholders in the requirements elicitation process. Despite the used elicitation method, the requirements can be easily transformed into goal models to present the results in a uniform way. The common requirements across different pilots provided a strong foundation for representing detailed requirements and input for further software development processes. (shrink)

Comment être l’ami du lointain selon Thomas d’Aquin? Après avoir décrit l’idéal d’amitié ou amitié parfaite selon Aristote et Thomas, l’étude de la vertu d’affabilité, ou amitié imparfaite, fournit certains éléments de réponse à la question posée par cette étude. Comprise comme vertu de l’amour universel, amor generalis, naturellement éprouvé envers le genre humain, la vertu d’affabilité est intégrée par Thomas à l’exercice de la vertu de charité, grâce à la réflexion d’Augustin.

After a brief biography of Thomas Aquinas, the article follows up the work of Leonard Boyle to show how the Summa serves to meet the requirements of a pedagogical project in the Dominican Order and more generally in the medieval Church. Intended for the initial and continuing formation of Dominican friars and students of conventual schools, the Summa is composed in a literary genre perfectly suited to this purpose, which governs its structure. The detailed presentation of the notion of sacra (...) doctrina elaborated in q. 1 provides the occasion to show how this notion itself determines the organization of the material. Finally, the presentation of the contents of the Summa’s three parts brings out the internal organization of the work and stimulates the reading of it. (shrink)

After a brief biography of Thomas Aquinas, the article follows up the work of Leonard Boyle to show how the Summa serves to meet the requirements of a pedagogical project in the Dominican Order and more generally in the medieval Church. Intended for the initial and continuing formation of Dominican friars and students of conventual schools, the Summa is composed in a literary genre perfectly suited to this purpose, which governs its structure. The detailed presentation of the notion of sacra (...) doctrina elaborated in q. 1 provides the occasion to show how this notion itself determines the organization of the material. Finally, the presentation of the contents of the Summa’s three parts brings out the internal organization of the work and stimulates the reading of it. (shrink)

After a brief biography of Thomas Aquinas, the article follows up the work of Leonard Boyle to show how the Summa serves to meet the requirements of a pedagogical project in the Dominican Order and more generally in the medieval Church. Intended for the initial and continuing formation of Dominican friars and students of conventual schools, the Summa is composed in a literary genre perfectly suited to this purpose, which governs its structure. The detailed presentation of the notion of sacra (...) doctrina elaborated in q. 1 provides the occasion to show how this notion itself determines the organization of the material. Finally, the presentation of the contents of the Summa’s three parts brings out the internal organization of the work and stimulates the reading of it. (shrink)

Résumé Le livre de Philippe Büttgen, Luther et la philosophie, montre « comment une question de la philosophie a pu se constituer en mobile d’une réforme religieuse ». Fondé sur une analyse minutieuse des textes et des faits, cet ouvrage renouvelle entièrement la question de la philosophie chez Luther et la compréhension de sa critique de la scolastique. En évitant toute solution facile à des problèmes que cette question comporte, il fait ressortir de façon critique la cohérence du propos de (...) Luther, grâce à une méthode d’analyse élaborée par l’auteur à partir de concepts historiographiques puisés chez Marie-Dominique Chenu et Paul Vignaux. (shrink)

Le Glossaire du latin philosophique est un fichier d'environ 230.000 à 260.000 fiches consacré au vocabulaire philosophique du moyen âge. Une équipe du CNRS, au départ sous la direction de Pierre Michaud-Quantin, y a travaillé durant de nombreuses années. Récemment, il a été transporté de la Sorbonne à l'Institut de Recherche et d'Histoire des Textes, où il est désormais consultable à la Section latine. À l'occasion de l'arrivée du Glossaire du latin philosophique à l'Institut de Recherche et d'Histoire des Textes (...) et pour marquer un nouveau départ, une journée d'étude consacrée à ce fi chier a eu lieu à l'IRHT, le jeudi 15 mai 2008, sous le titre "Les innovations du vocabulaire latin à la fin du moyen âge:autour du Glossaire du latin philosophique." -- P. [4} of cover. (shrink)

Ce livre substantiel interroge la présence et le rôle de Parménide dans le Commentaire de Simplicius à la Physique d’Aristote. Ce livre substantiel interroge la présence et le rôle de Parménide dans le Commentaire à la Physique d’Aristote de Simplicius. Il se compose d’un essai introductif, suivi d’un recueil offrant le texte grec de cinquante-trois passages du Commentaire où Simplicius se réfère à Parménide, d’une traduction italienne de ces passages judicieusement annotée, d’un commentaire...

We study a modal language for negative operators—an intuitionistic-like negation and its paraconsistent dual—added to (bounded) distributive lattices. For each non-classical negation an extra operator is hereby adjoined in order to allow for standard logical inferences to be opportunely restored. We present abstract characterizations and exhibit the main properties of each kind of negative modality, as well as of the associated connectives that express consistency and determinedness at the object-language level. Appropriate sequent-style proof systems and adequate kripke semantics are also (...) introduced, characterizing the minimal normal logic and a few other basic logics containing such negative modalities and their companions. (shrink)

A base de todas as discussões políticas de John Locke é o conceito de direito natural; e o desenvolvimento das suas ideias políticas é acompanhado pelas interpretações que ele nos deu deste conceito, em especial daquelas que norteiam as suas concepções de liberdade e propriedade. Locke argumenta que não é a força nem a tradição, mas somente o “consentimento” expresso dos governados que se constitui como a única fonte de um poder político que se quer legítimo. Tal consentimento deriva-se da (...) liberdade que existe no estado de natureza e fundamentará os alicerces da sociedade civil. (shrink)

I seek to show in this paper how, in addressing the concept of “I” and the question of self-knowledge in the Critique of Pure Reason, one encounters a paradox, which is essentially a consequence of the doctrine of transcendental idealism. I point to Kant's concept of “I” and its three co-constitutive perspectives. The importance of the concept of subject and its intertwining with the concept of reason is pointed out, as also how these two concepts appear in the text of (...) the Critique of Pure Reason as presuppositions. Subsequently, I deal with some basic questions of transcendental idealism. Finally, I briefly present the three perspectives of the "I": as a phenomenon, as a transcendental structure, and as a noumenon. I conclude by bringing back what Kant himself conceives as a paradox, which is the subject’s self-affection, and the relation between the subject as noumenon and as inner sense. (shrink)

A partir dos anos 1950, no auge do processo de descolonização afro-asiática, Portugal sofreu diversas pressões internacionais devido à sua política colonial. Marcado historicamente por sua debilidade econômica, o país havia implementado um modelo colonialista baseado na abertura de seus domínios ultramarinos à atuação do capital internacional, em um modelo de colonialismo dependente. Este fato, aliado aos interesses estratégicos dos EUA e da OTAN, no contexto da Guerra Fria, fez com que as grandes potências acabassem esvaziando as pressões contrárias ao (...) colonialismo português. Assim, apesar da política isolacionista implementada pelo regime salazarista e da condenação da opinião pública internacional, os interesses econômicos e financeiros das grandes potências e as determinações político-estratégicas da conjuntura internacional acabaram por garantir alguma sobrevida ao Império Colonial Luso até meados da década de 1970.The crisis of the last empire: the Cold War and the final decades of Portuguese colonialism From the 1950s onwards, at the height of the process of Afro-Asian decolonization, Portugal underwent various international pressures due to its colonial policy. Historically marked by its economic weakness, the country had implemented a dependent colonialist model based on the opening of its overseas domains to the international capital. In addition, the strategic interests of the United States and NATO within the context of the Cold War resulted in a deflation of the pressures against Portuguese colonialism by the great powers. Hence, despite the isolationist policy implemented by the Salazar regime and the condemnation of colonialism by international public opinion, the economic and financial interests of the great powers, as well the political and strategic constraints of the international conjuncture, granted the survival to the Portuguese Colonial Empire until the mid-1970s. Resumen La crisis del último imperio: la Guerra Fría y las últimas décadas del colonialismo portugués Desde la década de 1950, en el apogeo del proceso de descolonización africano-asiática, Portugal sufrió varias presiones internacionales debido a su política colonial. Marcado históricamente por su debilidad económica, el país había implementado un modelo colonialista basado en la apertura de sus dominios de ultramar a la actuación del capital internacional, en un modelo de colonialismo dependiente. Este hecho, junto con los intereses estratégicos de los EE.UU. y la OTAN en el contexto de la Guerra Fría, hizo que las grandes potencias acabaran por vaciar las presiones contra el colonialismo portugués. Así, a pesar de la política aislacionista implementada por el régimen salazarista y la condena por la opinión pública internacional, los intereses económicos y financieros de las grandes potencias y las determinaciones político-estratégicas de la coyuntura internacional acabaron por garantizar alguna sobrevida al Imperio Colonial Luso hasta mediados de la década de 1970. (shrink)