Browser-shell e-learning software with learning-style-based IF-Clauses content¶

Design · All designs
Evidence · no claims cited

Description¶

A client-server, browser-shell software developed to display learning scenes and record "timer feedbacks incoming from mouse, keyboard, and screen activity recorders" into a database for the Bayesian updater. The control group followed a 27-scene learning content, while the experimental group followed a 46-scene content drawn from a pool of 98 learning-styles-based scenes; both contents were pedagogically equivalent. Content presentation followed an adaptive content distribution approach supplying style-matched pre-generated scenes.

Design Implications¶

Context¶

Requirements¶

Recording of mouse, keyboard and screen activity data per learning scene to feed the Bayesian updater

Constraints¶

Content limited to the IF-Clauses EFL grammar topic due to the study's time and resource constraints

Target Learners¶

undergraduate and graduate university students learning English as a foreign language

Learning Goals¶

EFL grammar learning (IF-Clauses)

Claims¶

Bayesian student modeling middleware based on FSLSM with dynamic threshold updating

Examples¶

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Key Sources¶

Burak Galip Aslan, Özlem Öztürk, Mustafa Murat İnceoğlu. (2014). Effect of Bayesian Student Modeling on Academic Achievement in Foreign Language Teaching (University Level English Preparatory School Example). Educational Sciences: Theory & Practice, 14(3). https://doi.org/10.12738/estp.2014.3.1587

Page metadata

Field	Value
`type`	`design`
`id`	`browser-shell-adaptive-efl-software`
`title`	`Browser-shell e-learning software with learning-style-based IF-Clauses content`
`description`	`A client-server, browser-shell software developed to display learning scenes and record "timer feedbacks incoming from mouse, keyboard, and screen activity recorders" into a database for the Bayesian updater.`
`status`	`review`
`generated`	by `process:settle-candidates` on `2026-11-03`
`trust`	unverified — no one has confirmed this page's content
`sources`	1 — `burak-galip-aslan-2014`

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