Student’s Performance: A Data Mining Perspective - Softcover

Shaukat, Kamran; Aslam; Usman Shaukat

Softcover

ISBN 10: 6202024011 ISBN 13: 9786202024013

Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

Data Mining is an emerging field used in educational purposes to improve the perceptive and learning method of students. It focuses on recognizing, extracting and calculating data associated to the learning method and improving student’s performance. Mining in a learning field is known as educational information mining which is fretful with exploring latest techniques to find out knowledge from educational fields. The purpose of our study is to evaluate the performance of students by taking different attributes like academic achievements (CGPA), gender, class test grade, environment of class, Fund/Scholarships/Private etc. In our research we will use classification and clustering techniques to analyze student performance. The techniques used in our work are decision tree, Bayesian classification-mean algorithms, neural networks, naïve’s bayes, Web based system and nearest neighbor methods.

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Über die Autorin bzw. den Autor

Kamran Shaukat is working as Lecturer Information Technology at University of the Punjab, Jhelum Campus. He has MS Computer Science degree with Gold Medal from Mohammad Ali Jinnah University Islamabad and BS Computer Science degree from Punjab University College of Information Technology, University of the Punjab, Lahore.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2017
• Sprache: Englisch
• ISBN 10: 6202024011
• ISBN 13: 9786202024013
• Einband: Taschenbuch
• Anzahl der Seiten: 56
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: SIA OmniScriptum Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland