[PDF] Top 20 Analysis and Mining of Educational Data for Predicting the Performance of Students
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Analysis and Mining of Educational Data for Predicting the Performance of Students
... further analysis which is the main purpose of applying feature selection to ...predictive data mining to rank predictors according to the strength of their relationship with dependent or outcome ... See full document
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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 ...society. Educational institutions are becoming more competitive because of the number of ... See full document
10
The Survey – Predicting an Education Performance of Students Based on Data Mining Techniques
... Educational data of students characteristics can be discussed by Moyosola Jude Akomolafe, in this research correlation analysis can be evaluated for investigate the relationship of ... See full document
8
Educational Data Mining for Classification of Students based on their Performance
... Abstract: Performance of any institution is largely dependent on the success of its ...These students performance may be dependent on various parameters such as student’s knowledge, ... See full document
7
Predicting and Analysis of Students’ Academic Performance using Data Mining Techniques
... of data that increase daily and it is very important to analyze this data to discover the useful infor- mation and knowledge from ...it. Data mining (DM) or knowledge discovery from ... See full document
6
Educational Data Mining & Students Performance Prediction using SVM Techniques
... Educational data mining is used to identify and enhance educational process which can improve their decision making ...those students which needed special attention to reduce failing ... See full document
7
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 ...for predicting the ... See full document
14
The efficacy of using data mining techniques in predicting academic performance of architecture students.
... academic performance of architecture ...academic performance of architecture students? What is the effect of prior academic achievement on the predictability of performance of architecture ... See full document
59
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
Semi Supervised Classification in Educational Data Mining: Students’ Performance Case Study
... for predicting student performance and characteristics is classification and ...comparative analysis were made on classification algorithms on student’s dataset and J48 was found as the best ... See full document
5
Feature Selection Algorithms For Predicting Students Academic Performance Using Data Mining Techniques
... Data Mining (DM) technique is used to find concealed information from more essential ...from predicting the student’s placement to ...academic data. Nowadays, educational systems store ... See full document
5
An Educational Data Mining Model for Predicting Student Performance in Programming Course
... programming performance may help educators and employers select potential students and ...changes. Data mining can be used to discover novel relationships that my exist in the data and ... See full document
7
Analysis of Students Performance Using Data Mining
... In our study, we built a classification model based on inductive content analysis. This model was then applied and validated on a brand new dataset. Therefore, we emphasize not only the insights gained from one ... See full document
9
Predicting Student Performance: A Statistical and Data Mining Approach
... the performance of a student is a great concern to the higher education ...the performance of students in final examinations and find out a suitable data mining algorithm to predict the ... See full document
5
Data Mining for Prediction of Students' Performance in the Secondary Schools of the State of Punjab
... The above table makes it amply clear that both the algorithms J48 and Random Tree have the same level of accuracy because they have 833 and 834 correctly classified instances out of 838 total instances. The other two ... See full document
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ANALYZING STUDENT’S PERFORMANCE USING EDUCATIONAL DATA MINING TECHNIQUES
... student performance by selecting a sample of 300 students (225 males, 75 females) from a group of colleges affiliated to Punjab university of ...college, students' family income, students' ... See full document
12
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
7
Predicting Student’s Performance using Data Mining Techniques
... of students, the prediction of student performance plays a vital ...weaker students will help the college management to look after these students and provide proper guidance and counselling to ... See full document
6
Intelligent data mining of feedback from students for improving college infra
... from data mining research, performed at famous Bulgarian universities, with the main aim to tell the high potential of data mining applications for management and to contribute the enrolment ... See full document
6
Mining Educational Data Using Data Mining Techniques and Algorithms –A Review
... of data mining in educational data mining which has greater impact to improve the students’ academic performance and ...experience. Students’ satisfaction and their ... See full document
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