A Multilevel Natural Language Processing Model

Jäppinen, Harri; Honkela, Timo; Hyötyniemi, Heikki; Lehtola, Aarno

doi:10.1017/s033258650000175x

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2005

2013

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“…Namely, I began my work as a research assistant in 1984 in a large project that was developing a natural language database interface for Finnish. Methodologically the project (Kielikone, "Language Machine", funded by Sitra foundation) was following the traditional artificial intelligence approach that was popular in 1980s (Jäppinen and Ylilammi, 1986;Jäppinen et al, 1988).…”

Section: Introductionmentioning

confidence: 99%

Von Foerster meets Kohonen

Honkela¹

2005

Kybernetes

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Purpose -Studies aspects of Heinz von Foerster's work that are of particular importance for cognitive science and artificial intelligence. Design/methodology/approach -Kohonen's self-organizing map is presented as one method that may be useful in implementing some of Von Foerster's ideas. The main foci are the distinction between trivial and non-trivial machines and the concept of constructive learning. The self-organizing map is also presented as a potential tool for alleviating the participatory crisis discussed by von Foerster. Findings -The participatory crisis in society is discussed and the concept of change is handled within the framework of information systems development. Originality/value -Considers the importance of considering change in information systems development.

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Section: Introductionmentioning

confidence: 99%