International Journal of Distance Education Technologies · 2012 · 12 citations · 4 references
EngineeringMachine LearningObject CategorizationEducationSoftware EngineeringLms EnvironmentIntelligent SystemsProgram EvaluationImage AnalysisPattern RecognitionSystems EngineeringAutomated AssessmentMachine VisionLearning ObjectObject DetectionDesignEducational Data MiningLearning AnalyticsComputer ScienceAutomated Knowledge AcquisitionDeep LearningObjects QualitySoftware DesignComputer VisionObject RecognitionAutomationObject QualityResults Calculation AutomationEvaluation Technique
Automation toward efficiency is the aim of most intelligent systems in an educational context in which results calculation automation that allows experts to spend most of their time on important tasks, not on retrieving, ordering, and interpreting information. In this paper, the authors provide a tool that easily evaluates Learning Objects quality by students and teachers and calculate a set of relevant information which main objective is to improve the contents. The job focuses on the definition, implementation, and installation of a Learning Object evaluation tool in a LMS environment. Firstly other similar tools are analyzed and the best theoretical evaluation method to be used in the tool is selected. In this case, an evaluation model called HEODAR (Herramienta de Evaluación de Objetos de Aprendizaje) is implemented. Finally, the produced tool is installed in Studium, the University of Salamanca official campus, based on Moodle. Test results are populated to clarify and confirm the consecution of tool implementation objectives, facing a new approach for the tool including intelligent capabilities to improve tool characteristics.
4