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Predicting student performance in the future is a crucial behavior prediction problem in education. By predicting student performance, educational experts can provide individualized instruction, optimize the allocation of resources, and develop educational strategies. If the prediction results are unreliable, it is difficult to earn the trust of educational experts. Therefore, prediction methods need to satisfy the requirement of interpretability. For this reason, the prediction model is constructed in this paper using belief rule base (BRB). BRB not only combines expert knowledge, but also has good interpretability. There are two problems in applying BRB to student performance prediction: first, in the modeling process, the system is too complex due to the large number of indicators involved. Secondly, the interpretability of the model can be compromised during the optimization process. To overcome these challenges, this paper introduces a hierarchical belief rule base with interpretability (HBRB-I) for student performance prediction. First, it analyzes how the HBRB-I model achieves interpretability. Then, an attribute grouping method is proposed to construct a hierarchical structure by reasonably organizing the indicators, so as to effectively reduce the complexity of the model. Finally, an objective function considering interpretability is designed and the projected covariance matrix adaptive evolution strategy (P-CMA-ES) optimization algorithm is improved. The aim is to ensure that the model remains interpretable after optimization. By conducting experiments on the student performance dataset, it is demonstrated that the proposed model performs well in terms of both accuracy and interpretability. [ABSTRACT FROM AUTHOR]

This article, grounded in sociolinguistics, examines the identity building, language transmission and educational strategies of immigrant d/Deaf multilingual learners (IDML). The scientific literature mainly focuses on a single pair of languages – the national spoken language and the national signed one. For example, Deaf Studies traditionally analyse the situation of the White Deaf user of English and American Sign Language (ASL). A major change has recently occurred with the emergence of multilingual, multicultural and inclusive Deaf Studies. At the same time, professionals and members of the school community regularly have to face the increasing diversity of d/Deaf students’ profiles. Qualitative data were collected on an IDML cohort residing in and attending primary or secondary schools in France from families who use a spoken or signed language other than French or French Sign Language (LSF) at home. The main results reveal how the building of d/Deaf identity depends on linguistic and cultural transmission within families and to what extent the diversity of IDML is considered in educational strategies at school. The goal of the present paper is to stress the urgent need for this new and crucial research area on IDML to be developed in the French context and beyond. [ABSTRACT FROM AUTHOR]

This paper reflects historically and contemporaneously on the relationship between 'International Education and Development' actors and foreign intervention in our colonial past and present, with a particular focus on Education in Emergencies (EiE), a sub-field of research and practice within 'International Education and Development'. Theoretically, this work is underpinned by a critical application of the 'implicated subject', Rothberg's (2019) conceptual addition to the study of violence and injustice which seeks to go beyond binaries of 'victim and perpetrator' and recognise the way many others are 'implicated' in systems of violence and injustice. In the first section we explore this framing for researchers and practitioners in the field of EiE and the complex ways that researchers and practitioners might be understood as 'implicated subjects'. In the second part we explore two dimensions of EiE actors as 'implicated subjects': Diachronic and Synchronic. In the diachronic dimension we highlight the way the colonial past hangs heavy in the present and in the synchronic dimension we explore the case of Afghanistan, and the links between military, development and education strategy. In the conclusion we reflect on their implication for improved ethical practices in EiE and in the broader field of International Education and Development. [ABSTRACT FROM AUTHOR]

The paper in question is focused on (1) valuing the expanded and transdisciplinary approach for the definition of cultural heritage, consolidated in Brazil from the 1970s/1980s onwards, (2) and its subsequent applicability in the field of education, under the influence of a liberating pedagogy proposed by educator Paulo Freire. An important consequence of this process involves the conception of a formal education system structured to promote collectivity, equality, diversity, and educational equity, as a solution towards ensuring both the learning and development of students. (3) The paper discusses the contribution of the expanded context of cultural heritage and its relationship with the field of education in the development of pedagogical strategies that promote educational equity, through the Base Nacional Comum Curricular (BNCC), a document that parameterizes the curricula from early childhood education to high school in Brazil. From a bibliographic review, the paper presents the conjuncture on which the new look at cultural heritage has been consolidated, and the consequent redefinition of heritage education actions, and then, as a result, analyzes the approximation between this new approach and the formal educational strategies present in the BNCC, as well as the possibilities of intercommunication between both. [ABSTRACT FROM AUTHOR]

This article aims to analyze the transdimensional theme of the dignity of people who menstruate, which has a double facet: on the one hand it brings a universal aspect of dignity, being innate to human beings, with rational content, which distances them from reification or invisibility of people and on the other hand it brings a sense of citizenship to be achieved, with a clear provisional nature to be conferred by the State and other members of organized society. Based on these two pillars of understanding dignity, using the hypothetical-deductive method, the article develops to find out whether not valuing menstrual dignity, in addition to causing harm to health, can have repercussions in the school environment, causing a state of inequalities between vulnerable people who menstruate and others. The article seeks to verticalize the theme by pointing out that, once the state of educational inequalities is proven, the loss of these people is inevitable from the beginning of the competition of life, ceasing to be effective the equality of resources professed by Ronald Dworkin, in his work Sovereign Virtue (2000). The work also presents the initial efforts that have been carried out at the legislative level in Brazil, concluding with the hypothesis of a broader approach to the valorization of menstrual dignity with a bias towards educational and human development that goes far beyond the free delivery of sanitary pads and scarves [ABSTRACT FROM AUTHOR]