Exploiting sentiment analysis to track emotions in students' learning diaries

M Munezero, CS Montero, M Mozgovoy… - Proceedings of the 13th …, 2013 - dl.acm.org
Learning diaries are instruments through which students can reflect on their learning
experience. Students' sentiments, emotions, opinions and attitudes are embedded in their …

Temporal emotion-aspect modeling for discovering what students are concerned about in online course forums

Z Liu, C Yang, S Rüdian, S Liu, L Zhao… - Interactive Learning …, 2019 - Taylor & Francis
Textual data, as a key carrier of learning feedback, is continuously produced by many
students within course forums. The temporal nature of discussion requires students' …

Opinion mining in higher education: a corpus-based approach

O Grljević, Z Bošnjak, A Kovačević - Enterprise Information Systems, 2022 - Taylor & Francis
Student recruitment and retention heavily depend on student satisfaction and word of mouth
voiced through surveys, social media, and review websites. The amount of online reviews …

Emotion and associated topic detection for course comments in a MOOC platform

Z Liu, W Zhang, J Sun, HNH Cheng… - 2016 International …, 2016 - ieeexplore.ieee.org
Massive Open Online Course (MOOC) has been drawn much attention from learners and
teachers through the world. MOOC offers a variety of interactive ways, in which the course …

[PDF][PDF] Incorporating student opinion into opinion mining

G Hillaire, B Rienties, M Fenton-O'Creevy… - Open World …, 2022 - library.oapen.org
In Open World Learning we focus on free online learning resources and explore how to
support more students to benefit from these resources. To better understand the student …

Sentiment analysis to evaluate teaching performance

P Adinolfi, E D'Avanzo, MD Lytras… - International Journal of …, 2016 - igi-global.com
The aim of this work is to review a specific learning analytics method-sentiment analysis-in
the field of Higher Education, showing how it is employed to monitor student satisfaction on …

[图书][B] Understanding emotions in online learning: Using emotional design and emotional measurement to unpack complex emotions during collaborative learning

GE Hillaire - 2021 - search.proquest.com
Many educational researchers explore the role of emotion in learning and there are many
new affordances for emotional measurement. Just as there are many options for emotional …

SENTIMENT DISCOVERY AND ANALYSIS AS A MEAN OF STUDENT EXPERIENCE IMPROVEMENT.

O Grljević, Z Bošnjak - Perspectives of Innovations …, 2017 - search.ebscohost.com
Sentiment analysis has found broad usage helping institutions to better understand the
choices, intentions, and behaviors of an individual acting as a buyer, consumer or service …

The linguistic construction of sentiment expressions in student opinionated content: A corpus-based study

A Kovačević, O Grljević, Z Bošnjak… - Poznan Studies in …, 2020 - degruyter.com
Motivated by an increasing use of social media for the expression of personal stance
towards a certain target, we analyse the language used to produce such opinionated …

[PDF][PDF] Considering Accuracy

SPB Rienties, M Fenton-O'Creevey, Z Zrahal - open.ac.uk
Considering Accuracy Page 1 Sentiment Analysis in Online/MOOC learning Garron Hillaire,
PhD Candidate The Open University Supervisors - Prof. Bart Rienties, Prof. Mark Fenton-O’Creevey …