DocumentCode
652913
Title
Design and implementation of a recommender system to introducing experts in an online forums
Author
Kardan, Ahmad ; Zeinab, Aghahadi
Author_Institution
Dept. of Comput. Eng. & IT, Amirkabir Univ. of Technol., Tehran, Iran
fYear
2013
fDate
13-14 Feb. 2013
Firstpage
1
Lastpage
4
Abstract
Online communities as a main element in local electronic training are a place to share questions and different opinions. One of the main objectives of online communities is to find the best solution in the least possible time. However, the high number of questions submitted in time prevents us from achieving the goal. In this paper, recommendation system is designed to filter out respondents range by applying an expert finding algorithm so that each user will receive question within his or her own level of knowledge. Making use of an expert finding algorithm, all users will be classified based upon their level of knowledge and then filtering will be applied on the set of derived dataset. The recommender system assessment shows that the operation of experts has been improved. Therefore, this utility can be used to help improve e-learning.
Keywords
computer based training; expert systems; recommender systems; e-learning; electronic learning; electronic training; expert finding algorithm; online communities; online forums; recommender system; user classification; Tin; Expert Finding; online communities; recommender system;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Learning and E-Teaching (ICELET), 2013 Fourth International Conference on
Conference_Location
Shiraz
Print_ISBN
978-1-4673-5267-3
Type
conf
DOI
10.1109/ICELET.2013.6681635
Filename
6681635
Link To Document