منابع مشابه
Open University Learning Analytics dataset
Learning Analytics focuses on the collection and analysis of learners' data to improve their learning experience by providing informed guidance and to optimise learning materials. To support the research in this area we have developed a dataset, containing data from courses presented at the Open University (OU). What makes the dataset unique is the fact that it contains demographic data togethe...
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This paper describes the Learning Analytics and Knowledge (LAK) Dataset, an unprecedented collection of structured data created from a set of key research publications in the emerging field of learning analytics. The unstructured publications have been processed and exposed in a variety of formats, most notably according to Linked Data principles, in order to provide simplified access for resea...
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Today, a plethora of data sets can be harvested from digital learning experiences, learning management systems and the entire digital student life, which store learning content and track user behaviours. As a result, educators have access to very large and detailed datasets that open the entire student experience to greater scrutiny and analysis. Most recently, learning analytics approaches are...
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In various research areas, the availability of open datasets is considered as key for research and application purposes. These datasets are used as benchmarks to develop new algorithms and to compare them to other algorithms in given settings. Finding such available datasets for experimentation can be a challenging task in technology enhanced learning, as there are various sources of data that ...
متن کاملLearning Analytics in Massive Open Online Courses
Educational technology has obtained great importance over the last fifteen years. At present, the umbrella of educational technology incorporates multitudes of engaging online environments and fields. Learning analytics and Massive Open Online Courses (MOOCs) are two of the most relevant emerging topics in this domain. Since they are open to everyone at no cost, MOOCs excel in attracting numero...
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ژورنال
عنوان ژورنال: Scientific Data
سال: 2017
ISSN: 2052-4463
DOI: 10.1038/sdata.2017.171