FoL 2026
AIED

From writing traces to personalised support: Guiding LLMs with stylometric fingerprints

Mon Jun 29, 9:00 AM–9:15 AM · Room 104
★ Notable speakers
Sonsoles López Pernas — Learning analytics methods, sequence analysis, educational escape rooms, game-based learning
Guanliang Chen — NLP for education; automated feedback generation; programming education; learning analytics
Mohammed Saqr — Person-centered and temporal learning analytics, network science in education, precision education
Eduardo Araujo Oliveira — AI for self-regulated learning in higher education; stylometry and academic integrity; learning analytics

Uses stylometric fingerprints of individual writing style to guide LLMs toward more personalized writing support.

Authors

Di Wu, Kamila Misiejuk, Sonsoles López Pernas, Guanliang Chen, Mohammed Saqr, Eduardo Oliveira