STyLE-OLM benefited both more knowledgeable learners (reflective domain interactions) and less knowledgeable learners (inspecting and challenging their models)¶

Claim · All claims
Evidence · 1 study · qualitative r1 · q2
Currency · newest study 2016 · checked against its sources 2026-10-27 (automated, 1 of 1 entry) · not reviewed by a person

Subclaims¶

q2 i? More knowledgeable learners engaged in reflective interactions about the domain, while less knowledgeable learners were provoked to inspect their models and challenge their robustness. → Vania Dimitrova & Paul Brna 2016

Evidence¶

Vania Dimitrova & Paul Brna 2016¶

Vania Dimitrova & Paul Brna. (2016). From Interactive Open Learner Modelling to Intelligent Mentoring: STyLE-OLM and Beyond. Int J Artif Intell Educ 26:332–349. https://doi.org/10.1007/s40593-015-0087-3

q2 · i? · qualitative · r1

Discourse analysis of interaction transcripts from the same LARFLAST user study coded reflection as learners rendering statements about beliefs, changing beliefs, and developing arguments to justify beliefs. The article reports the differential pattern for the two learner groups; no effect size is printed.

"The study showed that STyLE-OLM would be beneficial both for more knowledgeable and less knowledgeable learners - the former were engaged in reflective interactions about the domain, while the later were provoked to inspect their models and challenge the robustness of these models."

Discussion¶

Learner Variables¶

• Prior Knowledge — moderator: an instructional effect differs with it

Related Claims¶

• Interactive open learner modelling dialogue produced resultant learner models with more beliefs than initial models, most approved by both learners and a teacher — related
• The interactive open learner modelling approach was suitable for dealing with cold start in user-adaptive systems (OWL-OLM trial) — related