Predicting academic performance: a systematic literature review

A Hellas, P Ihantola, A Petersen, VV Ajanovski… - … companion of the 23rd …, 2018 - dl.acm.org
The ability to predict student performance in a course or program creates opportunities to
improve educational outcomes. With effective performance prediction approaches …

Learning analytics for the prediction of the educational objectives achievement

M Fernández-Delgado, M Mucientes… - 2014 IEEE Frontiers …, 2014 - ieeexplore.ieee.org
Prediction of students' performance is one of the most explored issues in educational data
mining. To predict if students will achieve the outcomes of the subject based on the previous …

Adaptive e-assessment system: A general approach

D Baneres, X Baró… - … Journal of Emerging …, 2016 - openaccess.uoc.edu
On any type of course (on site or online), a learner is evaluated whether he has acquired the
knowledge and competences provided in the course. The evaluation should be performed …

Fuzzy set theory and fuzzy logic for activities automation in engineering education

MS Ivanova - 2019 IEEE XXVIII International Scientific …, 2019 - ieeexplore.ieee.org
Fuzzy set theory and Fuzzy logic propose bases for modeling, evaluation and optimization of
tasks, events and processes in different areas. Recently, it has been utilized for the purpose …

Fuzzy time series model to forecast rice production

B Garg, MMS Beg, AQ Ansari - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
Crop production is considered as one of the real world complex problem due to its non-
deterministic nature and uncertain behavior. Particularly, forecasting of rice production for a …

Towards a general adaptive e-assessment system

D Baneres, X Baró, AE Guerrero-Roldán… - 2015 International …, 2015 - ieeexplore.ieee.org
Assessment is an important part of the learning process. The instructor should be able to
evaluate whether a learner has acquired the knowledge and competences provided in the …

Wheat yield forecasting using fuzzy logic

B Garg, T Sah, S Aggarwal - International Journal of …, 2018 - inderscienceonline.com
Forecasting in general and crop yield forecasting, in particular, is considered a compound
problem. Food and Agriculture Organisation's report Global Agriculture Towards 2050 …

Group recommendation in online learning environment using community detection

V Senthil Kumaran, A Sankar… - International Journal of …, 2015 - inderscienceonline.com
The success of any e-learning system depends on quality of assistance provided to its
students in the learning process. So, analysing the student's academic skills is essential …

Developing a framework for the effective use of learning analytics: a UK perspective

C Gavan - … and Participation: Concepts, Methodologies, Tools, and …, 2018 - igi-global.com
Research and experimentation is uncovering forms of best practice and possible factors on
which to centre the analysis of students in an effective way, however learning analytics has …

A Hierarchical Perspective to Fuzzy Inductive Reasoning

S Bagherpour, F Mugica, À Nebot - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Generalizing hypotheses based on the past data in order to predict the future is the essential
core of human learning. Various successful methods and techniques have been developed …