Title :
Advanced document management in e-Learning
Author_Institution :
Comput. Inf. Syst. Dept., Al-Quds Open Univ., Al-Bireh, Palestinian Authority
Abstract :
In this paper, we focus on a case concentrates on the use of email materials as supplements in the traditional classroom and in open and distance training and education. We describe how the interactive classification system based on thesaurus can simplify this task. This system provides the functions to index, classify and retrieve a collection of email messages based on user profiles. By automatically indexing the email messages using our system, Trainers and/or students can easily find their messages and find the topic. The system was evaluated. The test results showed that a good classification quality has been achieved with Precision percentage equal 77.4 and 90% for recall.
Keywords :
computer based training; distance learning; document handling; electronic mail; indexing; information retrieval; learning management systems; pattern classification; advanced document management; classification quality; distance education; distance training; e-learning; email message classification; email message indexing; email message retrieval; interactive classification system; open education; open training; thesaurus; Education; Electronic mail; Indexing; Media; Thesauri; Three-dimensional displays; e-Learning; information retrieval; student profile and classification;
Conference_Titel :
Computer Applications and Information Systems (WCCAIS), 2014 World Congress on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4799-3350-1
DOI :
10.1109/WCCAIS.2014.6916598
