Search Results - subject:"educational data mining"

Improving accuracy of students' final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique

Jishan, Syed; Rashu, Raisul; Haque, Naheena; Rahman, … - In: Decision Analytics 2 (2015), pp. 1-25

need for improving the education system is imminent. Educational data mining is a newly-visible area in the field of data …

Persistent link: https://www.econbiz.de/10010531019

Educational data mining : predictive analysis of academic performance of public school students in the capital of Brazil

Fernandes, Eduardo; Holanda, Maristela; Victorino, Marcio; … - In: Journal of business research : JBR 94 (2019), pp. 335-343

Persistent link: https://www.econbiz.de/10011947437

Data mining and statistics methods for advanced training course quality measurement: Case study

Galchenko, Maxim; Gushchinsky, Alexander; Izdebski, Waldemar - In: Foundations of Management 6 (2014) 3, pp. 47-56

Advanced training courses in the energetics field is a very important part of human reliability growth. In the words of S.E. Magid, chief of Technical Educational systems in Energy Technologies, UNESCO department: 'The number of forced outages due to failures of equipment on the power stations...

Persistent link: https://www.econbiz.de/10011923111

Data mining and statistics methods for advanced training course quality measurement : case study

Galchenko, Maxim; Gushchinsky, Alexander; Izdebski, Waldemar - In: Foundations of Management : the journal of Warsaw … 6 (2014) 3, pp. 47-56

Advanced training courses in the energetics field is a very important part of human reliability growth. In the words of S.E. Magid, chief of Technical Educational systems in Energy Technologies, UNESCO department: “The number of forced outages due to failures of equipment on the power stations...

Persistent link: https://www.econbiz.de/10011855412

An Exploratory Study on the Use of Machine Learning to Predict Student Academic Performance

Kenekayoro, Patrick - In: International Journal of Knowledge-Based Organizations … 8 (2018) 4, pp. 67-79

Optimal student performance is integral for successful higher education institutions. The consensus is that big data analytics can be used to identify ways for achieving better student academic performance. This article used support vector machines to predict future student performance in...

Persistent link: https://www.econbiz.de/10012046191

Educational Data Mining and Recommender Systems Survey

Premalatha, M.; Viswanathan, V.; Suganya, G.; Kaviya, M.; … - In: International Journal of Web Portals (IJWP) 10 (2018) 1, pp. 39-53

Data mining techniques are widely used for various educational researches. This article depicts the survey of various data mining techniques and tools which are used to guide students, course instructors, course developers, course administrators and organizations in respective fields based on...

Persistent link: https://www.econbiz.de/10012048718

Analyse von Studienverläufen mit Process-Mining-Techniken

Buck-Emden, Rüdiger; Dahmann, Franz-Dominik - In: HMD : Praxis der Wirtschaftsinformatik 55 (2018) 322, pp. 846-865

Studenten an Hochschulen und Universitäten haben bei der Gestaltung ihrer Studienverläufe meistens viele Freiheitsgrade. Begrenzt werden diese Freiheiten durch das Curriculum, das bestimmte Rahmenbedingungen für den Studienverlauf einer Fachrichtung festlegt und Empfehlungen bzw. Vorgaben...

Persistent link: https://www.econbiz.de/10011889541

Observation of Success Status of Employees in E-Learning Courses in Organizations with Data Mining

Koçoğlu, Fatma Önay; Emre, İlkim Ecem; Erol, … - In: International Journal of E-Adoption (IJEA) 9 (2017) 1, pp. 38-49

The aim of this study is to analyze success in e-learning with data mining methods and find out potential patterns. In this context, 374.073 data of 2013-14 period taken from an institution serving in e-learning field in Turkey are used. Data set, which is collected from information technology,...

Persistent link: https://www.econbiz.de/10012044263

Comparison of Different Classification Techniques for Educational Data

Pabreja, Kavita - In: International Journal of Information Systems in the … 9 (2017) 1, pp. 54-67

far as Indian Universities are concerned. Educational Data Mining is a promising discipline, concerned with developing …

Persistent link: https://www.econbiz.de/10012045865

Feedback Conversations: Creating Feedback Dialogues with a New Textual Tool for Industrial Design Student Feedback

Funk, Mathias; van Diggelen, Migchiel - In: International Journal of Web-Based Learning and … 12 (2017) 4, pp. 78-92

In this paper, the authors describe how a study of a large database of written university teacher feedback in the department of Industrial Design led to the development of a new conceptual framework for feedback and the design of a new feedback tool. This paper focuses on the translation of...

Persistent link: https://www.econbiz.de/10012048665