In the Erasmus+ project We-Collab, we developed a toolkit for Text Analysis and applied it to educational materials. The analysis addresses mainly lexicon level and lexicon variety, sentence structure and text complexity, contexts of use of words. Specific functions support the management of multilingual glossaries and the annotation of texts with references to glossary entries and with links to online lexico-semantic resources. The multilingual architecture is based on spaCy, a modern library for Natural Language Processing (NLP). Target users include content creators, teachers and students; teachers could be interested in assessing the suitability of text materials for a target audience or an educational goal; learners, in text understanding, finding or guessing the meaning of unknown terms.

Techniques and tools for textual analysis of educational resources / Martinez De Carnero Calzada, Fernando; Toffoli, Giovanni; Lariccia, Stefano. - (2024), pp. 104-112. (Intervento presentato al convegno ALTA'24 ADVANCED LEARNING TECHNOLOGIES AND APPLICATIONS. SUSTAINABILITY AND PARTNERSHIP IN EDUCATION tenutosi a Kaunas).

Techniques and tools for textual analysis of educational resources

Fernando Martínez de Carnero Calzada
Ultimo
Membro del Collaboration Group
;
Giovanni Toffoli
Primo
Membro del Collaboration Group
;
Stefano Lariccia
Secondo
Membro del Collaboration Group
2024

Abstract

In the Erasmus+ project We-Collab, we developed a toolkit for Text Analysis and applied it to educational materials. The analysis addresses mainly lexicon level and lexicon variety, sentence structure and text complexity, contexts of use of words. Specific functions support the management of multilingual glossaries and the annotation of texts with references to glossary entries and with links to online lexico-semantic resources. The multilingual architecture is based on spaCy, a modern library for Natural Language Processing (NLP). Target users include content creators, teachers and students; teachers could be interested in assessing the suitability of text materials for a target audience or an educational goal; learners, in text understanding, finding or guessing the meaning of unknown terms.
2024
ALTA'24 ADVANCED LEARNING TECHNOLOGIES AND APPLICATIONS. SUSTAINABILITY AND PARTNERSHIP IN EDUCATION
Content Evaluation; Text Analysis; Document Cohesion; Corpus Linguistics; Multilingual Glossaries; Multilingual Text Analysis Toolkit, spaCy NLP Library
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Techniques and tools for textual analysis of educational resources / Martinez De Carnero Calzada, Fernando; Toffoli, Giovanni; Lariccia, Stefano. - (2024), pp. 104-112. (Intervento presentato al convegno ALTA'24 ADVANCED LEARNING TECHNOLOGIES AND APPLICATIONS. SUSTAINABILITY AND PARTNERSHIP IN EDUCATION tenutosi a Kaunas).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1742666
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