eprintid: 1747
rev_number: 8
eprint_status: archive
userid: 253
dir: disk0/00/00/17/47
datestamp: 2016-05-26 05:37:57
lastmod: 2016-05-26 05:38:39
status_changed: 2016-05-26 05:37:57
type: article
metadata_visibility: show
creators_name: Nguyen, Thac Huy
creators_name: Do, The Chuan
creators_name: Nguyen, Viet Anh
creators_id: vietanh@vnu.edu.vn
title: Implicit Feedback Mechanism to Manage User Profile Applied in Vietnamese News Recommender System
ispublished: pub
subjects: IT
divisions: fac_fit
abstract: The appearance of a vast array of online newspapers makes appropriate news recommendation for users become critically important. A number of researches in this area have been conducted in recent years. This paper presents the Vietnamese content-based news recommender system. Based on information about news stories that users have read and given feedback, the system can automatically determine news stories that users may want to read later. The center of the system is a hybrid user profile which can diversely model news reading features of individual users thanks to a combination of short-term and long-term information models along with self-description. The paper also introduces and evaluates a mechanism for implicit feedback. After installing the system and conducting several experiments, as well as collecting feedback from users, it is shown that the system is relatively adaptable to users and can recommend appropriate news with a high degree of accuracy, which significantly increases the effectiveness of gathering information compared to traditional news reading.
date: 2016
date_type: published
official_url: http://www.ijcce.org/
contact_email: vietanh@vnu.edu.vn
full_text_status: public
publication: International Journal of Computer and Communication Engineering
volume: 5
number: 4
pagerange: 276-285
refereed: TRUE
issn: 2010-3743
citation:   Nguyen, Thac Huy and Do, The Chuan and Nguyen, Viet Anh  (2016) Implicit Feedback Mechanism to Manage User Profile Applied in Vietnamese News Recommender System.  International Journal of Computer and Communication Engineering, 5  (4).   pp. 276-285.  ISSN 2010-3743     
document_url: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/1747/1/2016.01.pdf