Back to Search
Start Over
Enrichment of the Dataset of Joint Educational Entities with the Web of Data
- Source :
- ICALT, The 17th IEEE International Conference on Advanced Learning Technologies-ICALT2017, pp. 528–529, Timisoara, 03-07/07/2017, info:cnr-pdr/source/autori:Limongelli Carla; Lombardi Matteo; Marani Alessandro; Taibi Davide/congresso_nome:The 17th IEEE International Conference on Advanced Learning Technologies-ICALT2017/congresso_luogo:Timisoara/congresso_data:03-07%2F07%2F2017/anno:2017/pagina_da:528/pagina_a:529/intervallo_pagine:528–529
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- The public availability of datasets of teaching resources is an issue for the design, development and evaluation of Information Retrieval and Recommender Systems in Technology Enhanced Learning. Recently, the Dataset of Joint Educational Entities (DAJEE) has provided the community with a very exhaustive collection of resources coming from Massive Open Online Courses. This work proposes a representation of the DAJEE dataset according to Linked Data principles, interlinking the large amount of resources in DAJEE with the Web of Data. The transcript of the educational resources in DAJEE have been annotated through a Named Entity Recognition tool in order to create interlinks with the DBpedia entities. The DBpedia knowledge base provides additional information related to categories, that can be exploited to infer new knowledge and support reasoning processes.
- Subjects :
- MOOCs
Computer science
MOOC
0102 computer and information sciences
02 engineering and technology
Ontology (information science)
Recommender system
computer.software_genre
Semantics
01 natural sciences
World Wide Web
Knowledge-based systems
Named-entity recognition
0202 electrical engineering, electronic engineering, information engineering
Web of Data
Representation (mathematics)
Semantic Web
Information retrieval
business.industry
Computer Science Applications1707 Computer Vision and Pattern Recognition
Linked data
Computer Networks and Communication
DBpedia
Knowledge base
010201 computation theory & mathematics
Linked Data
020201 artificial intelligence & image processing
business
computer
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT)
- Accession number :
- edsair.doi.dedup.....09b8e9768ae43c73b5ba1443a8da5714
- Full Text :
- https://doi.org/10.1109/icalt.2017.13