Text mining in practice: exploring patterns in text collections of remote work job offers
Text mining in practice: exploring patterns in text collections of remote work job offers
Author(s): Karolina Kuligowska, Mirosława LasekSubject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: text mining; text analytics; clustering; concept linking; remote work; telecommuting
Summary/Abstract: The aim of this paper is to give an insight into text mining techniques in the context of unstructured text collections of location independent job offers. In order to extract useful information, uncover interesting patterns and features of remote work, we analyze the five most popular and most visited websites containing job offers. We examine clusters of remote job offers, the keywords describing those clusters, as well as the linkages between strongly associated terms describing mobile work offers. It is interesting to observe the maturity of the text mining tools which have broadened their applications to new research topics and have become suitable to explore new phenomena.
Journal: Informatyka Ekonomiczna
- Issue Year: 2013
- Issue No: 30
- Page Range: 181-195
- Page Count: 15
- Language: English