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
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;
Conference_Titel :
Computer Applications & Research (WSCAR), 2014 World Symposium on
Conference_Location :
Sousse
Print_ISBN :
978-1-4799-2805-7
DOI :
10.1109/WSCAR.2014.6916796