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Transforming Passive Information from the Internet into Refined Information Using Self-Organising Maps

Jonas Karlsson, Tomas Eklund, Barbro Back, Hannu Vanharanta, Ari Visa, Transforming Passive Information from the Internet into Refined Information Using Self-Organising Maps. In: S. Bjornestad, R.E. Moe, A.I. Morch, A. L. Opdahl (Eds.), Proceedings of the 24th Information Systems Research Seminar in Scandinavia (IRIS24), 1, 541–554, IRIS, 2001.

Abstract:

The Internet is a growing reservoir of mostly passive data and information. The challenge is to turn this data into knowledge. The aim of this paper is to show how passive information from the Internet can be transformed to refined information using selforganising maps. We illustrate the transformation using financial ratios from telecommunications and pulp and paper companies worldwide.

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BibTeX entry:

@INPROCEEDINGS{pKaEkBaVaVi01a,
  title = {Transforming Passive Information from the Internet into Refined Information Using Self-Organising Maps},
  booktitle = {Proceedings of the 24th Information Systems Research Seminar in Scandinavia (IRIS24)},
  author = {Karlsson, Jonas and Eklund, Tomas and Back, Barbro and Vanharanta, Hannu and Visa, Ari},
  volume = {1},
  editor = {Bjornestad, S. and Moe, R.E. and Morch, A.I. and A. L. Opdahl},
  publisher = {IRIS},
  pages = {541–554},
  year = {2001},
  keywords = {Financial benchmarking, Self-organising maps, Neural networks, Financial},
}

Belongs to TUCS Research Unit(s): Data Mining and Knowledge Management Laboratory

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