Title :
Helping Students Understand Courses through Written Syntheses: An LSA-Based Online Advisor
Author :
Villiot-Leclercq, Emmanuelle ; Mandin, Sonia ; Dessus, Philippe ; Zampa, Virginie
Author_Institution :
IUFM de Grenoble, Grenoble Univ., Grenoble, France
Abstract :
In a life-long learning context, learners have to perform a lot of writing-based activities, like document analysis, that are seldom assessed by teachers or tutors because this assessment is time-consuming. We introduce a service, Pensum, integrated in a PLE that helps students to understand a course content through writing a synthesis, as well as teachers and tutors to manage this activity. Based on natural language processing techniques, Pensum proposes just-in-time and reflexive feedback on a complex writing task.
Keywords :
computer aided instruction; continuing professional development; document handling; LSA-based online advisor; Pensum service; course content understanding; document analysis; latent semantic analysis; life-long learning context; natural language processing; personal learning environment; written synthesis; Book reviews; Coherence; Computational modeling; Context; Production; Semantics; Writing; Automated feedback; Latent Semantic Analysis; PLE; written synthesis;
Conference_Titel :
Advanced Learning Technologies (ICALT), 2010 IEEE 10th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4244-7144-7
DOI :
10.1109/ICALT.2010.96