Real-World Implementation and Integration of an Automatic Scoring System for Workplace Safety Courses in Italian
نویسندگان
چکیده
Artificial Intelligence and Natural Language Processing techniques can have a very significant impact on the e-learning sector, with introduction of chatbots, automatic correctors, or scoring systems. However, integrating such technologies into business environment in an effective way is not trivial operation, it only requires realising model good predictive performance, but also following: (i) proper study task, (ii) data collection process, (iii) real-world evaluation its utility. Moreover, important to build entire IT infrastructure that connects AI system company database, human employees, users, etc. In this work, we present system, based state-of-the-art BERT model, which implements for open-ended questions written Italian. More specifically, these pertain workplace safety courses every worker must attend by law, often via platforms as one offered Mega Italia Media. This article describes how our has been designed, evaluated, finally deployed commercial use complete integration other services provided company.
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ژورنال
عنوان ژورنال: Future Internet
سال: 2023
ISSN: ['1999-5903']
DOI: https://doi.org/10.3390/fi15080268