[PDF] Top 20 Predicting Student's Performance in Education using Data Mining Techniques
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Predicting Student's Performance in Education using Data Mining Techniques
... Data mining is a collection of techniques based on advanced analytical methods for efficient automated discovery of previously unknown, valid, novel, useful and understandable patterns in large ... See full document
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Predicting Student’s Performance Using Data Mining Techniques: A Survey From 2002 To 2020
... and performance of ...since predicting the performance of students is difficult due to vast volumes of data in educational ...databases. Predicting student‘s performance at an ... See full document
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The Survey – Predicting an Education Performance of Students Based on Data Mining Techniques
... discussed education on data mining of new system of predicting the intellectual performance analysis can be evaluated in the primary, secondary and higher level from the year of 2008 to ... See full document
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Predicting Student’s Performance using Data Mining Techniques
... of student performance plays a vital ...a performance predicting model using data mining ...their performance is ...two data mining techniques ... See full document
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Data mining techniques in higher education research : The example of student retention
... in student retention was identified in each of the other universities to act as ...greater student coverage and secondly the results could be tabulated automatically thus saving a huge amount of ... See full document
177
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 ... See full document
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Intelligent data mining of feedback from students for improving college infra
... day’s education is an important part of our life and plays a major role in development of our ...nation. Education institutions are the foundation of education for an ...student’s performance ... See full document
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Improving the Student’s Performance Using Educational Data Mining
... ata mining is the powerful technology for analyzing important information from the data ...making. Data mining is one of the steps in KDD ...of data [2]. The main goal of data ... See full document
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Predicting the Performance of Students in Higher Education using Data mining Classification Algorithms
... the data mining for discovering knowledge from data that come from educational ...Student’s data has been collected from the college of Science and Technology for a period of 15 years ... See full document
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Predicting Dropout Students Using Data Mining Techniques
... different data mining techniques can be applied in order to discover useful knowledge that helps to improve the e-learning ...of data mining in educational systems can be ... See full document
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Feature Selection Algorithms For Predicting Students Academic Performance Using Data Mining Techniques
... Kumar S, Venkataraman S, et al., "Predictive Modeling of Student Dropout Indicators in Educational Data Mining using Improved Decision Tree," proposed an improved version ... See full document
5
An Educational Data Mining Model for Predicting Student Performance in Programming Course
... of data mining in educational systems Each of these systems has different data source and objectives for knowledge ...available data in each case, data mining techniques ... See full document
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A Novel Hybrid Approach Of Adaboostm2 Algorithm And Differential Evolution For Prediction Of Student Performance
... The student performance prediction is an important concern in e-learning ...The performance of student depends on different factors, for example, individual, social, natural and psychological ... See full document
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The efficacy of using data mining techniques in predicting academic performance of architecture students.
... others) education are measures of prior academic ...addition, student academic performance at university education is measured using grade point ...academic performance (see ... See full document
59
Handling Missing Value in Decision Tree Algorithm
... work, data mining techniques is used to make smart decisions for the student, additionally this technique is used to analysis the performance of the students in educational domain, to ... See full document
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Analysis of Student Performance Using Data Mining Technique
... Educational data mining (EDM) is an emerging interdisciplinary research area that deals with the development of methods to explore data originating in an educational ...educational data in ... See full document
5
Educational Mining: A Comparative Study of Classification Algorithms Using WEKA
... ABSTRACTː Data mining is used to analyse large volumes of ...the techniques in data mining which will be used to predict the target attribute accurately from the knowledge it gained ... See full document
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Predicting Student Performance: A Statistical and Data Mining Approach
... grades. Data mining techniques are applied to predict the performance of the students and found that Multi Layer Perception algorithm is best suited to predict the ...tool using .NET ... See full document
5
A Framework for Dynamic Faculty Support System to Analyze Student Course Data
... student’s performance in a ...static data but our FSS can dynamically update itself whenever there is change in analysis ...result. Student data show considerable change in trends and so ... See full document
5
ANALYSIS OF STUDENTS DROPOUT FORECASTING USING DATA MINING
... which student needs which type of resource or, in other words, if we are able to predict the results of students, we can improve results and decrease drop out ...used Data Mining in education ... See full document
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