Effective and efficient acquisition of argumentation knowledge by self-explaining examples: Videos, texts, or graphic novels?
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Educational Psychology"
DOI: 10.1037/edu0000350
Abstract: A rising number of (online) learning scenarios feature video-based worked examples. We analyzed the effects of the presentation mode of worked examples on their effectiveness and efficiency in two experiments with university students (N1 =… read more here.
Keywords: self explaining; argumentation knowledge; knowledge self; graphic novels ... See more keywords
GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression.
Sign Up to like & getrecommendations! Published in 2022 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btac147
Abstract: MOTIVATION Medical care is becoming more and more specific to patients' needs due to the increased availability of omics data. The application to these data of sophisticated machine learning models, in particular deep learning, can… read more here.
Keywords: neural network; self explaining; ontology; gene ontology ... See more keywords
Effects of Self-Explaining on Learning and Transfer of Critical Thinking Skills
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Education"
DOI: 10.3389/feduc.2018.00100
Abstract: Critical thinking is considered to be an important competence for students and graduates of higher education. Yet, it is largely unclear which teaching methods are most effective in supporting the acquisition of critical thinking skills,… read more here.
Keywords: learning transfer; critical thinking; performance; self explaining ... See more keywords