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Lappeenranta University of Technology
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Telecom Business Research Center
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$Date: 2006/02/13 15:15:20 $
INNODIF - Predicting Diffusion of Innovations with Self-Organisation and Machine Learning

Goals of the project
Goal of this project is to apply novel information processing methods to predict diffusion of innovations. The study is focused on new ICT products and methods based on self-organization and machine learning.

This project is a part of a broader diffusion research in Telecom Business Research Center (TBRC), Lappeenranta, Finland.

Project is finished and the results will be published in scientific conferences and journals.

A. Articles in international scientific journals with referee practice
  1. Ilonen, J., Kamarainen, J.-K., Puumalainen, K., Sundqvist, S., Kalviainen, H., Toward Automatic Forecasts for Diffusion of Innovations, Technological Forecasting & Social Change, in press.

B. Articles in international compilation works and in international scientific conference proceedings with referee practice

  1. Sundqvist, S., Frank, L., Puumalainen, K., Kämäräinen J., Pitkänen, S., Forecasting the Critical Mass of Wireless Communications, In Proceedings of the Australian and New Zealand Marketing Academy Conference (Melbourne, Australia, 2002).

E. Scientific monographs

  1. Ilonen, Jarmo, Predicting Diffusion of Innovations with Self-Organisation and Machine Learning, MSc (Diploma) thesis, Lappeenranta University of Technology, 2003. (PDF)

F. Other Scientific Publications

  1. Ilonen, J., Puumalainen, K., Sundqvist, S., Kämäräinen, J.-K., Kälviäinen, H., The Global Diffusion of Internet and Wireless Subscriptions: A Neural Network Approach, Presentation abstract for IJRM/MSI Conference: Global Marketing (Noordwijk, Netherlands, 2003).

Source code
  1. Not available (yet)
Data sets
  1. Not available (yet)
Links to other resources
The main project homepage at Telecom Business Research Center
Contact information
Ilonen, Jarmo E-mail WWW Post-graduate researcher, Lappeenranta University of Technology
Kamarainen, Joni-Kristian E-mail WWW Post-doc researcher, Lappeenranta University of Technology
Puumalainen, Kaisu E-mail WWW Professor, Telecom Business Reseach Center
Sundqvist, Sanna E-mail WWW Professor, Telecom Business Reseach Center
Kälviäinen, Heikki E-mail WWW Professor, Laboratory of Information Processing
Copyright © Laboratory of Information Processing, Lappeenranta University of Technology. All rights reserved.