TY - GEN
T1 - Recommending multimedia educational resources on the moving platform
AU - Vagliano, Iacopo
AU - Nazir, Sibgha
N1 - Funding Information: Acknowledgments This work was supported by the EU’s Horizon 2020 programme under grant agreement H2020-693092 MOVING. Funding Information: This work was supported by the EU’s Horizon 2020 programme under grant agreement H2020-693092 MOVING. Publisher Copyright: © 2019 CEUR-WS. All rights reserved.
PY - 2019
Y1 - 2019
N2 - The MOVING platform includes a huge amount of heterogeneous educational resources, such as documents, videos, and social media posts. We show how the MOVING recommender system can support users in dealing with such a massive information flow by leveraging semantic profiling. The HCF-IDF model exploits a thesaurus or ontology to represents users and documents and it is used to recommend educational resources based on users’ search history. We describe how the recommender is implemented how it is applied to the MOVING platform to deal with the huge amount of resources stored in the platform, their variety and the increasing number of users.
AB - The MOVING platform includes a huge amount of heterogeneous educational resources, such as documents, videos, and social media posts. We show how the MOVING recommender system can support users in dealing with such a massive information flow by leveraging semantic profiling. The HCF-IDF model exploits a thesaurus or ontology to represents users and documents and it is used to recommend educational resources based on users’ search history. We describe how the recommender is implemented how it is applied to the MOVING platform to deal with the huge amount of resources stored in the platform, their variety and the increasing number of users.
KW - Multimedia content recommendation
KW - Recommender systems
KW - Semantic profiling
KW - Technology-enhanced learning
UR - http://www.scopus.com/inward/record.url?scp=85064429655&partnerID=8YFLogxK
M3 - Conference contribution
VL - 2345
T3 - CEUR Workshop Proceedings
SP - 148
EP - 158
BT - 8th International Workshop on Bibliometric-Enhanced Information Retrieval, BIR 2019
T2 - 8th International Workshop on Bibliometric-Enhanced Information Retrieval, BIR 2019
Y2 - 14 April 2019
ER -