ArticleEducation and information technologies2022
Towards teaching analytics: a contextual model for analysis of students' evaluation of teaching through text mining and machine learning classification.
Article in Education and information technologies, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Proactive and reactive engagement of artificial intelligence methods for education: a review.Frontiers in artificial intelligence · 2023Pooled it
- Construction of a predictive model for self realization and career satisfaction of university teachers based on text mining.Scientific reports · 2025Article
- Article
- Enhancing tertiary students' programming skills with an explainable Educational Data Mining approach.PloS one · 2024Article
- Impact of digital technologies upon teaching and learning in higher education in Latin America: an outlook on the reach, barriers, and bottlenecks.Education and information technologies · 2023Article
- Emotion Analysis Method of Teaching Evaluation Texts Based on Deep Learning in Big Data Environment.Computational intelligence and neuroscience · 2022Article
- Analysis of Emotional Stress of Teachers in Japanese Teaching Process Based on EEG Signal Analysis.Occupational therapy international · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Recent trends in
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.