Recommendation Systems in Education: A Systematic Mapping Study
| العنوان: | Recommendation Systems in Education: A Systematic Mapping Study |
|---|---|
| المؤلفون: | Sergio Luján-Mora, Abdon Carrera Rivera, Mariela Tapia-Leon |
| المصدر: | Proceedings of the International Conference on Information Technology & Systems (ICITS 2018) ISBN: 9783319734491 ICITS |
| بيانات النشر: | Springer International Publishing, 2018. |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | Computer science, E-learning (theory), 05 social sciences, 050301 education, 02 engineering and technology, Recommender system, Data science, Domain (software engineering), Personalization, Goods and services, Work (electrical), 0202 electrical engineering, electronic engineering, information engineering, Key (cryptography), 020201 artificial intelligence & image processing, Set (psychology), 0503 education |
| الوصف: | Several researchers study recommendation systems to assist users in the retrieval of relevant goods and services, mostly used in e-commerce. However, there is limited information of the impact of recommender systems in other domains like education. Thus, the objective of this study is to summarize the current knowledge that is available as regards recommendation systems that have been employed within the education domain to support educational practices. By performing a systematic mapping study, a total of 44 research papers have been selected, reviewed and analyzed from an initial set of 1181 papers. Our results provide some findings regarding how recommendation systems can be used to support main areas in education, what approaches techniques or algorithms recommender systems use and how they address different issues in the academic world. Moreover, this work has also been useful to detect some research gaps and key areas where further investigation should be performed, like the introduction of data mining and artificial intelligence in recommender system algorithms to improve personalization of academic choices. |
| ردمك: | 978-3-319-73449-1 |
| DOI: | 10.1007/978-3-319-73450-7_89 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::6dad2aba770775c14d2452db9dc2bc81 https://doi.org/10.1007/978-3-319-73450-7_89 |
| Rights: | CLOSED |
| رقم الانضمام: | edsair.doi...........6dad2aba770775c14d2452db9dc2bc81 |
| قاعدة البيانات: | OpenAIRE |
| ردمك: | 9783319734491 |
|---|---|
| DOI: | 10.1007/978-3-319-73450-7_89 |