Publication | Open Access
An Open Learning Environment for the Diagnosis, Assistance and Evaluation of Students Based on Artificial Intelligence
14
Citations
18
References
2014
Year
Artificial IntelligenceEngineeringIntelligent DiagnosticsDiagnosisEducationIntelligent SystemsPersonalized DiagnosisIntelligent Tutoring SystemOpen EducationIntelligent Tutoring SystemsMedical Expert SystemTeaching AiPersonalized LearningAi HealthcareAutomated AssessmentOpen Learning EnvironmentLearning AnalyticsComputer ScienceAi EducationEducational Assessment
The personalized diagnosis, assistance and evaluation of students in open learning environments can be a challenging task, especially in cases that the processes need to be taking place in real-time, classroom conditions. This paper describes the design of an open learning environment under development, designed to monitor the comprehension of students, assess their prior knowledge, build individual learner profiles, provide personalized assistance and, finally, evaluate their performance by using artificial intelligence. A trial test has been performed, with the participation of 20 students, which displayed promising results.
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