DocumentCode
264222
Title
Keywords extraction for automatic indexing of e-learning resources
Author
Hendez, Marwa ; Achour, H.
Author_Institution
High Inst. of Manage., Univ. of Tunis, Tunis, Tunisia
fYear
2014
fDate
18-20 Jan. 2014
Firstpage
1
Lastpage
5
Abstract
With the growing use of various educational web applications such as e-Learning platforms, learning portals, learning object repositories, ... as well as the increasing setting on line of learning resources, it becomes essential to index these resources in order to facilitate their searching and retrieving. In this paper, we address the problem of automatic indexing of online educational resources and we propose an approach to help the indexing operation. This approach consists in automatically extracting a set of relevant terms describing the educational content of a resource. The proposed approach is based on the TF-IDF algorithm, the usage of a domain lexicon and exploits the structure of educational documents.
Keywords
computer aided instruction; indexing; text analysis; TFIDF algorithm; automatic indexing; domain lexicon; e-learning resources; educational content; educational documents; keywords extraction; online educational resources; term frequency inverse document frequency; Conferences; Manuals; Programming profession; Standardization; automatic indexation; e-Learning; information retrieval; key words extraction; learning resources;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Applications & Research (WSCAR), 2014 World Symposium on
Conference_Location
Sousse
Print_ISBN
978-1-4799-2805-7
Type
conf
DOI
10.1109/WSCAR.2014.6916796
Filename
6916796
Link To Document