Social issues gives you an opportunity: discovering the personalised relevance of social issues
conference contribution
posted on 2023-05-23, 07:05authored byHan, SC, Hyunsuk Chung
Social networking services have received a lot of attention recently so that the discussion of certain issues is becoming more dynamic. Many websites provide a new service that displays the list of the trending social issues. It is very important to respond to those social issues since the impact on organisations or people may be considerable. In this paper, we present our research on developing the personalised relevance identification system that displays the relevance of social issues to a target domain. To accomplish this, we first collected social issue keywords from Google Trends, Twitter and Google News. After that, we setup an electronic document management system as a target domain that would include all knowledge and activities having to do with a target object. In order to identify the relevance of the social issues to a target, we applied the Term Frequency Inverse Document Frequency (TFIDF). Our experiments prove that we can identify the meaningful relevance of social issues to targets, such as individuals or organizations.
History
Publication title
Proceedings of the12th Pacific Rim Knowledge Acquisition Workshop
Volume
7457
Editors
D Richards and BH Kang
Pagination
272-284
ISBN
978-3-642-32540-3
Department/School
School of Information and Communication Technology
Publisher
Springer
Place of publication
Berlin Heidelberg
Event title
12th Pacific Rim Knowledge Acquisition Workshop (PKAW 2012)
Event Venue
Kuching, Malaysia
Date of Event (Start Date)
2012-09-05
Date of Event (End Date)
2012-09-06
Rights statement
Copyright 2012 Springer-Verlag Berlin Heidelberg
Repository Status
Restricted
Socio-economic Objectives
Information systems, technologies and services not elsewhere classified