Christos Pierrakeas

Orcid: 0000-0003-1068-0444

According to our database1, Christos Pierrakeas authored at least 30 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Natural Language Processing Framework for Hotel Recommendation Based on Users' Text Reviews.
CoRR, 2024

2023
Digital and Socio Emotional Benefits of the Students and the Teachers from the Implementation of a Steam Education Project.
Proceedings of the 14th International Conference on Information, 2023

The Use of ICT in Education Administration Concerning Principals of Greek Primary Schools.
Proceedings of the 14th International Conference on Information, 2023

2022
Hybrid team members appraisal criteria in feedback provided through collaborative work environment-An educational perspective.
Proceedings of the 13th International Conference on Information, 2022

Knowledge and skills of the digital transformation of the Greek public school in the post covid era.
Proceedings of the 13th International Conference on Information, 2022

2021
Interpretable Models for Early Prediction of Certification in MOOCs: A Case Study on a MOOC for Smart City Professionals.
IEEE Access, 2021

2020
The Variability of the Reasons for Student Dropout in Distance Learning and the Prediction of Dropout-Prone Students.
Proceedings of the Machine Learning Paradigms - Advances in Learning Analytics, 2020

2019
Experience Gained From Applying a Team-Based Approach for MOOC Development.
Int. J. Web Based Learn. Teach. Technol., 2019

A Semi-Supervised Regression Algorithm for Grade Prediction of Students in Distance Learning Courses.
Int. J. Artif. Intell. Tools, 2019

Implementing a MOOC course for Museum Professionals with a worldwide effect.
Proceedings of the 10th International Conference on Information, 2019

2018
Forecasting students' success in an open university.
Int. J. Learn. Technol., 2018

Predicting University Students' Grades Based on Previous Academic Achievements.
Proceedings of the 9th International Conference on Information, 2018

2015
Characterization of Educational Resources in e-Learning Systems Using an Educational Metadata Profile.
J. Educ. Technol. Soc., 2015

Empirical study towards the creation of educational user profiles for the students of an open university.
Proceedings of the 6th International Conference on Information, 2015

2014
Ontological Modelling for Intelligent E-learning.
Proceedings of the IEEE 14th International Conference on Advanced Learning Technologies, 2014

2013
A correlation verb (CorrVerb) ontology for object properties specification within knowledge domain representations.
Proceedings of the Balkan Conference in Informatics, 2013

2012
An Ontology-Based Approach in Learning Programming Languages.
Proceedings of the 16th Panhellenic Conference on Informatics, PCI 2012, 2012

Creating a LO Metadata Profile for Distance Learning: An Ontological Approach.
Proceedings of the Metadata and Semantics Research - 6th Research Conference, 2012

An Ontological Approach for Domain Knowledge Modeling and Management in E-Learning Systems.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

An Ontology-Based Model for Student Representation in Intelligent Tutoring Systems for Distance Learning.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Modeling the Knowledge Domain of the Java Programming Language as an Ontology.
Proceedings of the Advances in Web-Based Learning - ICWL 2012, 2012

An Ontology Model for Building, Classifying and Using Learning Outcomes.
Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012

Modeling the characteristics of a learning object for use within e-learning applications.
Proceedings of the Balkan Conference in Informatics, 2012, 2012

2006
Analyzing Student Performance in Distance Learning with Genetic Algorithms and Decision Trees.
Appl. Artif. Intell., 2006

On Small Data Sets Revealing Big Differences.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Using Genetic Algorithms and Decision Trees for <i>a posteriori</i> Analysis and Evaluation of Tutoring Practices based on Student Failure Models.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

2004
Predicting Students' Performance In Distance Learning Using Machine Learning Techniques.
Appl. Artif. Intell., 2004

PASS: An Expert System with Certainty Factors for Predicting Student Success.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003
Preventing Student Dropout in Distance Learning Using Machine Learning Techniques.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

2002
A survey on student dropout rates and dropout causes concerning the students in the Course of Informatics of the Hellenic Open University.
Comput. Educ., 2002


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