An Overview of Graph-Based Keyword Extraction Methods and Approaches
An Overview of Graph-Based Keyword Extraction Methods and Approaches
Author(s): Slobodan Beliga, Ana Meštrović, Sanda Martinčić-IpšićSubject(s): ICT Information and Communications Technologies
Published by: Fakultet organizacije i informatike, Sveučilište u Zagrebu
Keywords: keyword extraction; graph-based methods; selectivity-based keyword extraction;
Summary/Abstract: 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.
Journal: Journal of Information and Organizational Sciences
- Issue Year: 39/2015
- Issue No: 1
- Page Range: 1-20
- Page Count: 20
- Language: English