[PDF] Top 20 Educational Data Mining for Classification of Students based on their Performance
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Educational Data Mining for Classification of Students based on their Performance
... past performance monitoring is an essential part in predicting future performance and hence classify them ...weaker students so that the students can improve their performance in ... See full document
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Semi Supervised Classification in Educational Data Mining: Students’ Performance Case Study
... In data mining applications the main aim is analyzing data from different perspectives and summarizing it into useful information that can be used to improve the process, to increase the revenue, to ... See full document
5
Performance of Ontology classification for Self-Assessment in Educational Data Mining
... training related inquiries. An illustration is here the business procedure administration expansion PROKEX, which maps process necessities against information zones to make evaluation test, mirroring the prerequisites ... See full document
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A SURVEY ON THE CLASSIFICATION TECHNIQUES IN EDUCATIONAL DATA MINING
... student’s performance in examination. In data collection, a slight modification has been done in defining the nominal values for the analysis of ...system, data is preprocessed, and integer values ... 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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ANALYZING STUDENT’S PERFORMANCE USING EDUCATIONAL DATA MINING TECHNIQUES
... Data mining in education : Educational data mining (EDM) is an area that uses statistical techniques, machine learning and data mining to analyze educational ... See full document
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Educational Data Mining & Students Performance Prediction using SVM Techniques
... sites data is helpful in Understanding student learning ...collected data about student's problems from ...large-scale data mining ...tweets classification then after that they compare ... See full document
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REVIEW ON EDUCATIONAL DATA MINING TECHNIQUES
... of Educational Data Mining, phases of Educational Data Mining, Educational data Mining Techniques as well as the challenges of Educational Data ... See full document
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Data Mining Technique for Prediction of Academic Performance of Student using SOM
... Educational data mining is the emerging field regarding to prediction of future performance The objective of the proposed methodology is to build the classification model that ... See full document
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Title: Student Performance Analysis Using Data Mining Technique
... Abstract— Data mining techniques are implemented in many organizations as a standard procedure for analyzing the large volume of available data, extracting useful information and knowledge to support ... See full document
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Educational Data Mining: Clustering Proficient Students Based on KSA
... as data mining, machine Learning and statistics, is applied on educational data to get valuable ...proficient students (skillful) among the students of the educational ... See full document
5
Educational Mining: A Comparative Study of Classification Algorithms Using WEKA
... ABSTRACTː Data mining is used to analyse large volumes of ...data. Classification is one of the techniques in data mining which will be used to predict the target attribute ... See full document
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An Experimental Analysis of Various Algorithms for Classification in Educational Data Mining with the help of LMS
... individual data are ...I. Data preparation is most important process as based on the prepared, data analysis is done and the output is ...obtained. Data preparation is one of the ... See full document
6
Educational Data Mining Students Performance Prediction
... engineering students using multiple decision tree algorithms which resulted in comparative analysis of prediction algorithm to show the better results in their upcoming ...the performance of student in the ... See full document
14
The Survey – Predicting an Education Performance of Students Based on Data Mining Techniques
... of students academic performance based on classification techniques, the 497 training data can be taken from eight of first-year bachelor students in Computer Science course ... See full document
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Predicting Dropout Students Using Data Mining Techniques
... of data stored in educational database increasing ...of students’ performance. Educational data mining is used to study the data available in the educational ... See full document
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A Review on Prediction of Academic Performance of Students at-Risk Using Data Mining Techniques
... Abstract: Educational data mining is the procedure of converting raw data collected from educational databases into some useful ...like performance prediction of students ... See full document
10
Classification and performance evaluation using data mining algorithms
... Educational data mining (EDM) is a field that exploits machine-learning, statistical and data-mining algorithms over the different types of educational ...analyse data in ... See full document
6
Performance Analysis and Prediction in Educational Data Mining: A Research Travelogue
... “Educational Data Mining: A Survey and a Data Mining-Based Analysis of Recent Works” presented the survey of published papers from 2010-2013 and divided Educational ... See full document
9
Performance of Classification in Medical Data Mining
... between data records in a cluster ...patient data that could be used to extract useful ...and data mining techniques to help healthcare professionals in the diagnosis of heart ...different ... See full document
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