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Papers tagged with "Educational Data Mining"
AI-Based Early Detection Of Mental Stress Among College Students Using Machine Learning Techniques
Mental Stress Among College Students Has Become A Significant Concern Due To Academic Pressure, Social Expectations, And Lifestyle Changes. Early Identification Of Stress Levels Can Help Institutions Provide Timely Psychological Support And...
Intelligent Learning Outcome Prediction Using Machine Learning Techniques
Student Performance Prediction Is An Important Application Of Educational Data Mining That Helps Institutions Identify Students Who May Require Academic Support At An Early Stage. This Study Proposes A Classification-based Approach To Predi...
PREDICTING ACADEMIC ACHIEVEMENT USING MACHINE LEARNING
Predicting Academic Achievement Using Machine Learning Plays A Significant Role In Shaping A Student’s Future Educational And Career Opportunities. In This Study, We Propose A Machine Learning-based System To Predict Student Academic Achiev...
EDUCATIONAL DATA MINING FOR STUDENT PERFORMANCE ANALYSIS: A REVIEW
To Extract Meaningful Information And Hidden Insight From Raw Data, Data Mining Techniques Are Used. The Information Thus Obtained Is Valuable And Have A Significant Impact On The Decision-maker And Decision-making Process. Educational Data...
PREDICTING ACADEMIC COURSE PREFERENCE USING HADOOP INSPIRED MAPREDUCE
With The Emergence Of New Technologies, New Academic Trends Introduced Into Educational System Which Results In Large Data Which Is Unregulated And It Is Also Challenge For Students To Prefer To Those Academic Courses Which Are Helpful In T...
CLUSTERING USING PERFORMANCE ANALYSIS IN EDUCATIONAL DATA MINING
Data Mining Techniques Are Used To Extract Useful Knowledge From Raw Data. The Extracted Knowledge Is Valuable And Significantly Affects The Decision Maker. Educational Data Mining Is An Emerging Discipline, Concerned With Developing Method...
AN AUTOMATED SYSTEM FOR STUDENT PLACEMENT USING EDM TECHNIQUES
The Educational Institutions Facing One Of The Biggest Challenges Is To Improve The Placement Performance Of The Students. Predicting Student’s Performance Becomes More Challenging Due To The Large Volume Of Data In Educational Databases. E...
EARLY PREDICTION OF ENGINEERING STUDENTS’ PERFORMANCE IN UNIVERSITY EXAMINATION USING DATA MINING
Data Mining Area Is Very Useful In Discovering Knowledge, Also Refers To Extracting Useful Information From Large Volume Of Data. Data Mining Techniques Are Operate On Huge Amount Of Data To Discover Useful Patterns And Also Useful In Decis...
ANALYSIS OF STUDENT'S ACADEMIC PERFORMANCE USING ASSOCIATIVE CLASSIFICATION
Data Mining Is The Most Powerful Tool For The Analysis And The Detailed Extraction Of Hidden Information From The Dataset. This Project Works In The Field Of Educational Data Mining In Which The Student’s Performance Is Analyzed Using Weigh...
STUDENTS ACADEMIC PERFORMANCE PREDICTION IN EDUCATION SECTOR USING CLASSIFICATION
Educational Data Mining Is Based On Collecting Knowledge From Educational Databases Or Data Warehouses And The Information Collected That Had Never Been Known Before, It Is Valid And Operational. In Recent Years, The Biggest Challenges...