University of Tasmania
Browse

File(s) under permanent embargo

Social issues gives you an opportunity: discovering the personalised relevance of social issues

conference contribution
posted on 2023-05-23, 07:05 authored by Han, 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

Usage metrics

    University Of Tasmania

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC