Abstract
The increase in the amount of electronically stored textual data over the past decade has opened new communication possibilities in which users significantly participate in services. The result is a variety of digital content services in which new formats, such as free text form, have become particularly accepted and attractive. To support user service interaction, services must be able to obtain specific information from user defined texts. This paper proposes a model for location name extraction, constructed using a neural network trained with a Backpropagation learning algorithm. An analysis of location name interpretation, the semantic and binding problem in Croatian, as well as language specific variations are given.
This is a preview of subscription content, log in via an institution to check access.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Jevtic, D., Kunstic, M., Matijasevic, S.: Load Protection Model based on Intelligent Agent Regulation. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), vol. 4252, pp. 284–291. Springer, Heidelberg (2006)
Jevtic, D., Kunstic, M., Ouzecki, D.: The Effect of Alteration in Service Environments with Distributed Intelligent Agents. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds.) KES 2005. LNCS (LNAI), vol. 3683, pp. 16–22. Springer, Heidelberg (2005)
Kusek, M., Lovrek, I., Sinkovic, V.: Teamwork Coordination in Large-scale Mobile Agent Networks. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), vol. 4251, pp. 236–243. Springer, Heidelberg (2006)
Organisation for Economic Co-operation and Development (OECD): Digital Brodband Content – Digital content strategies and policies DSTI/ICCP/IE (2005)
Weymaere, N., Martens, J.P.: On the Initialization and Optimization of Multilayer Perceptrons. IEEE Transactions on Neural Networks 5(5), 738–751 (1994)
Rumelhart, D.E., McClelland, J.L., Wiliams, R.J.: Parallel Distributed processing Explorations in the Microstructure of Cognition. MIT Press, Cambridge (1987)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Jevtic, D., Car, Z., Vukovic, M. (2007). Location Name Extraction for User Created Digital Content Services. In: Apolloni, B., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2007. Lecture Notes in Computer Science(), vol 4692. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74819-9_77
Download citation
DOI: https://doi.org/10.1007/978-3-540-74819-9_77
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74817-5
Online ISBN: 978-3-540-74819-9
eBook Packages: Computer ScienceComputer Science (R0)