Publication in conference proceedings
Looking back at the EUNIS repository data using text mining techniques
Elsa Cardoso (Cardoso, E.); Ricardo Ribeiro (Ribeiro, R.);
EUNIS 2016: Crossroads where the past meets the future: EUNIS 22nd Annual Congress, Book of Proceedings
Year (definitive publication)
2016
Language
English
Country
France
More Information
Web of Science®

This publication is not indexed in Web of Science®

Scopus

This publication is not indexed in Scopus

Google Scholar

Times Cited: 0

(Last checked: 2024-11-17 14:42)

View record in Google Scholar

Abstract
Topic modelling algorithms can be applied to a large collection of documents to uncover themes and their relationship, thus adding an automatic semantic layer to the archive of documents. In this work, topic modelling has been applied to the collection of papers published at the EUNIS (European University Information Systems) annual congresses from 1997 until 2015. Drawing on the initial work of (Wilson and Bergström, 2015), this paper extends the historical analysis of the conference proceedings with the application of text mining techniques to analyse the original texts. The performed analyses include the automatic identification of the most relevant topics and their evolution throughout the years for European University Information Systems, and the quantification of the degree of internationalization and cooperation of the EUNIS annual conference.
Acknowledgements
--
Keywords
Text mining,Topic modelling,EUNIS repository
  • Computer and Information Sciences - Natural Sciences
  • Electrical Engineering, Electronic Engineering, Information Engineering - Engineering and Technology

With the objective to increase the research activity directed towards the achievement of the United Nations 2030 Sustainable Development Goals, the possibility of associating scientific publications with the Sustainable Development Goals is now available in Ciência-IUL. These are the Sustainable Development Goals identified by the author(s) for this publication. For more detailed information on the Sustainable Development Goals, click here.