Abstract
Existing e-learning environments primarily focus on theaspect of providing intuitive learning contents and to recommendlearning units in a personalized fashion. The major focus of theKNOWLEDGECHECKR environment is to take into account forget-ting processes which immediately start after a learning unit has beencompleted. In this context, techniques are needed that are able to pre-dict which learning units are the most relevant ones to be repeated infuture learning sessions. In this paper, we provide an overview of therecommendation approaches integrated in KNOWLEDGECHECKR.Examples thereof areutility-based recommendationthat helps toidentify learning contents to be repeated in the future,collaborativefilteringapproaches that help to implement session-based recommen-dation, andcontent-based recommendationthat supports intelligentquestion answering. In order to show the applicability of the pre-sented techniques, we provide an overview of the results of empiricalstudies that have been conducted in real-world scenarios
Original language | English |
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Title of host publication | ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings |
Editors | Giuseppe De Giacomo, Alejandro Catala, Bistra Dilkina, Michela Milano, Senen Barro, Alberto Bugarin, Jerome Lang |
Publisher | IOS Press |
Pages | 3034-3039 |
Number of pages | 6 |
ISBN (Electronic) | 978-1-64368-100-9 |
DOIs | |
Publication status | Published - 24 Aug 2020 |
Event | 24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020: ECAI 2020 - Virtuell, Spain Duration: 29 Aug 2020 → 8 Sept 2020 Conference number: 24 http://ecai2020.eu/ |
Publication series
Name | Frontiers in Artificial Intelligence and Applications |
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Volume | 325 |
ISSN (Print) | 0922-6389 |
Conference
Conference | 24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 |
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Abbreviated title | ECAI 2020 |
Country/Territory | Spain |
City | Virtuell |
Period | 29/08/20 → 8/09/20 |
Internet address |
ASJC Scopus subject areas
- Artificial Intelligence