An Overview of Graph-Based Keyword Extraction Methods and Approaches

The paper surveys methods and approaches for the task of keyword extraction. The systematic review of methods was gathered which resulted in a comprehensive review of existing approaches. Work related to keyword extraction is elaborated for supervised and unsupervised methods, with a special emphasi...

Full description

Bibliographic Details
Main Authors: Slobodan Beliga, Ana Meštrović, Sanda Martinčić-Ipšić
Format: Article
Language:English
Published: University of Zagreb, Faculty of organization and informatics 2015-07-01
Series:Journal of Information and Organizational Sciences
Subjects:
Online Access:http://jios.foi.hr/index.php/jios/article/view/938
Description
Summary:The paper surveys methods and approaches for the task of keyword extraction. The systematic review of methods was gathered which resulted in a comprehensive review of existing approaches. Work related to keyword extraction is elaborated for supervised and unsupervised methods, with a special emphasis on graph-based methods. Various graph-based methods are analyzed and compared. The paper provides guidelines for future research plans and encourages the development of new graph-based approaches for keyword extraction.
ISSN:1846-3312
1846-9418