E-learning project assessment: A new approach through the analysis of learners’ posts on social media

Journal Title: EAI Endorsed Transactions on e-Learning - Year 2016, Vol 3, Issue 9

Abstract

E-learning assessment is a key aspect in the overall e-learning process. There are several parameters to consider during the assessment. In recent years, several sets of factors, called Critical Success Factors, have been defined to provide a structural approach to assessment. They focus on many aspects but, in our view, they do not properly consider student satisfaction with courses. In e-learning applications, student opinion must be examined where it is expressed: on e learning course social pages and/or social pages outside the platform but specific to the e-learning course. The problem is that these resources are unstructured and thus it is important to structure these resources before using them for assessment. In this paper, we discuss a proposal that can capture student opinion from social pages, combining several techniques, such as Natural Language Processing, Information Extraction; ontologies that help us to understand what and how students discuss about e-learning courses.

Authors and Affiliations

A. Caione, A. L. Guido, R. Paiano, A. Pandurino, S. Pasanisi

Keywords

Related Articles

Guess the Score, fostering collective intelligence in the class

This paper proposes the use of serious games as a tool to enhance collective intelligence of undergraduate and graduate students. The development of social skills of individuals in a group is related to the performance o...

Utilizing LMS tools to help with student assessment in an online course

In online learning, feedback to students is important in their progress. Assessments are often final or summative assessments that do not allow the student to adjust or improve their learning progress. Assessment, howeve...

Using Virtual Laboratories as Interactive Textbooks: Studies on Blended Learning in Biotechnology Classrooms

Virtual laboratories, an ICT-based initiative, is a new venture that is becoming more prevalent in universities for improving classroom education. With geographically remote and economically constrained institutes in Ind...

Animating Instructional Materials in Computer Education: An Approach to Designing and Teaching Concepts in Data Structures Using LATEX

Animation gives a different perception on what is being visually presented. Research has shown that students are likely to understand what is being taught from the combination of animation and text than just with text. S...

Real-Time Gesture Recognition Based On Motion Quality Analysis

This paper presents a robust and anticipative real-time gesture recognition and its motion quality analysis module. By utilizing a motion capture device, the system recognizes gestures performed by a human, where the rec...

Download PDF file
  • EP ID EP45960
  • DOI http://dx.doi.org/10.4108/eai.10-3-2016.151121
  • Views 272
  • Downloads 0

How To Cite

A. Caione, A. L. Guido, R. Paiano, A. Pandurino, S. Pasanisi (2016). E-learning project assessment: A new approach through the analysis of learners’ posts on social media. EAI Endorsed Transactions on e-Learning, 3(9), -. https://europub.co.uk/articles/-A-45960