KNOWLEDGECHECKR: Intelligent Techniques for Counteracting Forgetting

Martin Stettinger, Trang Tran, Ingo Pribik, Gerhard Leitner, Alexander Felfernig, Ralph Samer, Müslüm Atas, Manfred Wundara

Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

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 languageEnglish
Title of host publicationECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings
EditorsGiuseppe De Giacomo, Alejandro Catala, Bistra Dilkina, Michela Milano, Senen Barro, Alberto Bugarin, Jerome Lang
PublisherIOS Press
Pages3034-3039
Number of pages6
ISBN (Electronic) 978-1-64368-100-9
DOIs
Publication statusPublished - 24 Aug 2020
Event24th 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 20208 Sep 2020
Conference number: 24
http://ecai2020.eu/

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume325
ISSN (Print)0922-6389

Conference

Conference24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020
Abbreviated titleECAI 2020
Country/TerritorySpain
CityVirtuell
Period29/08/208/09/20
Internet address

ASJC Scopus subject areas

  • Artificial Intelligence

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