Data Mining in Higher Education
Data Mining in Higher Education Sector
... Abstract: Data mining is the process of extracting hidden and useful information from a huge amount of ...the data from different sources and convert them into significant ...to higher ...
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Education data mining in higher education – a primary prediction model and its affecting parameters
... of Data Mining is in education for various ...in Data Mining. In recent research, Data Mining in education is at its ...peak. Higher education ...
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Data Mining Applications in Higher Education and Academic Intelligence Management
... and data preprocessing tools, were used to analyze the data, and proved to be valuable tools in order to gain insight into how certain processes are handled within higher education ...for ...
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Predicting the Performance of Students in Higher Education using Data mining Classification Algorithms
... Educational data has become a vital resource in this modern era, contributing much to the welfare of the ...quality education and to face new challenges, the institutions need to know about their potentials ...
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A Proposed Data Mining Framework for Higher Education System
... Educational data mining is concerned with the development methods for exploring the unique types of data that come from the educational ...educational data mining is an emerging ...
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HIGHER EDUCATION SYSTEM USING DATA MINING METHODS
... Data mining is a powerful tool for academic intervention. Through data mining, a university could, for example, predict with 85 percent accuracy which students will or will not ...why ...
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Application of Data Mining Techniques in Higher Education (With Special Reference to Improving the Quality)
... Abstract-Data mining is a powerful analytical tool that enables educational institutions to better allocate resources and staff, proactively manage student outcomes, and improve the effectiveness of alumni ...
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Applications and Techniques of Educational Data Mining in the Field of Higher Education (A review on Data Mining and Educational Data Mining in Education Sector)
... Data mining is one of the effective techniques of extracting meaning data a from large ...Educational data mining is one of the sub branch of data mining where all the ...
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Generating Placement Intelligence in Higher Education Using Data Mining
... Data mining - also known as knowledge-discovery in databases (KDD) is process of extracting potentially useful information from raw data ...of Data Mining in practice tend to be ...
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Data mining techniques in higher education research : The example of student retention
... Widening Participation is a broad issue and is associated more with broadening the student intake to ensure that previously under-represented groups are attracted into higher education rather than just ...
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A REVIEW OF APPLICATION OF DATA MINING TECHNIQUES IN HIGHER EDUCATIONAL INSTITUTIONS
... using data mining in higher education is a recent research field there are many works in this ...institutes. Data mining can be used in educational field to enhance our ...
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A matter of trust: : Higher education institutions as information fiduciaries in an age of educational data mining and learning analytics
... holding data may incur special obligations to data ...student data by third parties who benefit from such ...revelatory data and information via ...a higher probability of ...student ...
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Towards a virtual reality mobile App for exploratory data navigation in data mining education
... Let us not forget that the developed system is mostly educational in spirit and, therefore, we should devote future work to refine the tool also from a pedagogical point of view, possibly gathering opinions and feedback ...
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Data-driven Personalization of Student Learning Support in Higher Education
... of data about how educational institutions work and how students participate in learning ...educational data mining (EDM) and learning analytics (LA) have emerged to address the issue of how to use ...
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A Modern Data Mining Method for Assessment of Teaching Assistant in Higher Educational Institutions
... study, data was collected for teachers from the Ministry of Education and Higher Education in Gaza ...of data mining like association, classification rules (Decision Tree, Rule ...
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A Study of Application of Data Mining and Analytics in Education Domain
... for higher education? To what degree can predictive models be imported from the academic context ...event data generated from the Sakai collaboration and learning environment was analyzed using the ...
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LEARNING BEHAVIOR OF ANALYSIS OF HIGHER STUDIES USING DATA MINING
... organizations. Data mining techniques have been introduced into new fields of Statistics, Databases, Machine Learning, Pattern reorganization, Artificial Intelligence and computation capabilities etc ...
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Student Performance Evaluation Using Data Mining Techniques for Engineering Education
... both learner and tutor. The rubrics can be modified during learning phase if required to improve standard of learning. The NA course demands identifying different circuit elements, understanding and applying Kirchhoff’s ...
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Improving the Quality of Education in Higher Schools by Developing the Students Capabilities using Data Mining Techniques
... It has been presented some ways to predict grades of students in Mathematics course for secondary schools based on previous student grades in first or/and second year and other attributes. The presented model has been ...
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Data Mining as a Torch Bearer in Education Sector
... Merceron and Yacef [11] were interested in detecting association mistakes done by student using interestingness measures such as lift, conviction, correlation etc. They explored the interestingness measures under ...
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