A Systematic Literature Review on Performance Prediction in Learning Programming Using Educational Data Mining
Programming education has become an essential skill for the digital generation. However, it
presents a unique set of challenges that can be difficult for beginners. Educational data …
presents a unique set of challenges that can be difficult for beginners. Educational data …
On Things that Matter in Learning Programming: Towards a Scale for New Programming Students
Full research paper—In this paper, we report on the development of a succinct and easy-to-
administer 11-item scale that quantifies students' self-efficacy, social aspect, independence …
administer 11-item scale that quantifies students' self-efficacy, social aspect, independence …
Supporting quality teaching using educational data mining based on OpenEdX platform
W Han, D Jun, G Xiaopeng… - 2017 IEEE Frontiers in …, 2017 - ieeexplore.ieee.org
Our lab-based small private online course (SPOC) combined online resources and
technology with engagement between faculty and students based on OpenEdX platform. It …
technology with engagement between faculty and students based on OpenEdX platform. It …
A systematic literature review on predictive cognitive skills in novice programming
This Research Full Paper presents a Systematic Literature Review (SLR) investigating
predictive programming skills and strategies to foster and measure such skills. Predictive …
predictive programming skills and strategies to foster and measure such skills. Predictive …
A study of prediction models for students enrolled in programming subjects
M Zaffar, MA Hashmani… - 2018 4th International …, 2018 - ieeexplore.ieee.org
Educational Data Mining (EDM) is very appealing research area which can mine valuable
information from educational databases. The mined information from educational data can …
information from educational databases. The mined information from educational data can …
Classification and prediction based data mining algorithms to predict students' introductory programming performance
M Sivasakthi - … on inventive computing and informatics (ICICI), 2017 - ieeexplore.ieee.org
Data mining has been successfully implemented in the business world but, its use in higher
education is still comparatively new. Predicting students' performance becomes more …
education is still comparatively new. Predicting students' performance becomes more …
A framework to analyze performance of student's in programming language using educational data mining
V Hegde, SR HS - 2017 IEEE International Conference on …, 2017 - ieeexplore.ieee.org
In the current era, the knowledge of programming language provides a greater fortune in the
career of students'. This paper is on students' centric approach for analyzing their …
career of students'. This paper is on students' centric approach for analyzing their …
Types of assessing student-programming knowledge
High failure and dropout rates are common in higher education institutions with introductory
programming courses. Some researchers advocate that sometimes teachers don't use …
programming courses. Some researchers advocate that sometimes teachers don't use …
Predicting students' performance in an introductory programming course using data from students' own programming process
A Vihavainen - 2013 IEEE 13th international conference on …, 2013 - ieeexplore.ieee.org
As the amount of data, facilities, and tools for understanding students' programming process
are improving, the time is ripe for analyzing students' actual programming process. In our …
are improving, the time is ripe for analyzing students' actual programming process. In our …
Studies and proposals about initial programming learning
The difficulties many novices feel to learn programming are well known. They don't seem
directly related to the programming paradigm or language used. We present some studies …
directly related to the programming paradigm or language used. We present some studies …