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The design of an automatic solver for mathematical word problems (MWPs) dates back to the early 1960s and regained booming attention in recent years, owing to revolutionary advances in deep learning. Its objective is to parse the human-readable word problems into machine-understandable logical expressions. The problem is challenging due to the existence of a substantial semantic gap. To a certain extent, MWPs have been recognized as good test beds to evaluate the intelligence level of agents...
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We conduct a comprehensive review covering academic publications and industry products relating to tools for cybersecurity awareness and education aimed at non-expert end-users developed in the past 20 years. Through our search criteria, we identified 119 tools that we cataloged into five broad media categories. We explore current trends, assess their use of relevant instructional design principles, and review empirical evidence of the tools’ effectiveness. From our review, we provide an...
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This study provided a content analysis of studies aiming to disclose how artificial intelligence (AI) has been applied to the education sector and explore the potential research trends and challenges of AI in education. A total of 100 papers including 63 empirical papers (74 studies) and 37 analytic papers were selected from the education and educational research category of Social Sciences Citation Index database from 2010 to 2020. The content analysis showed that the research questions...
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The purpose of this study was to investigate pre-service teachers' views about the history of mathematics course in which GeoGebra was used. The qualitative research design was used in this study. The participants of the study consisted of 23 pre-service mathematics teachers studying at a state university in Turkey. An open-ended questionnaire was used as a data collection tool. Qualitative data obtained from the pre-service teachers were analyzed by means of content analysis. As a result,...
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This study explored unique associations of student disabilities (ADHD, ASD, dyslexia) with teacher-, student- and peer-perceptions of student–teacher relationship quality. Sixty-three teachers, 510 students, and classmates from 24 Dutch mainstream elementary schools completed questionnaires about the student–teacher relationship quality. Teachers indicated whether students were diagnosed with disabilities. Multilevel models indicated that both teachers and classmates, but not students with...
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Following a global trend, higher education (HE) in Africa has also become a complex enterprise, potentially demanding specific expertise in higher education research. However, despite this, there is a dearth of analysis into the state of research on African HE. This paper seeks to fill this gap by mapping and analysing African HE research. We undertake a systematic review of 6483 articles and books focusing on African HE published from 1980 to 2019 in indexed and non-indexed journals and...
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For fruitful teaching and learning process, physical classroom environment is very essential. The key purpose of the study was examining relationship between classroom physical environment and students’ academic achievement at Secondary Level in Southern KP. The study was descriptive in nature. The population of the study comprised of the five districts in Southern KP in which (n = 400) respondents were taken as sample of the study by applying stratified random sampling technique in which...
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Well-suited to small, remote communities, renewable energy mini-grids can be the most cost-effective option for rural electrification in Africa.
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Objective: The study is being conducted to find out mode of tele-communication and software used by children with hearing impairment. Methodology: This cross-sectional study was done at special education centers and schools in Lahore and Sheikhupura. Data was collected from children with hearing impairment by using a questionnaire of 11 items about the modes of tele-communication and software used by children with hearing impairment. Sample size was 362 which was calculated by using online...
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We present LDA*, a system that has been deployed in one of the largest Internet companies to fulfil their requirements of "topic modeling as an internal service" ---relying on thousands of machines, engineers in different sectors submit their data, some are as large as 1.8TB, to LDA* and get results back in hours. LDA* is motivated by the observation that none of the existing topic modeling systems is robust enough ---Each of these...
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