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Instant modelling and data‐knowledge processing by reconstructability analysis

Guangfu Shu (Institute of Systems Science, Academy of Mathematics and Systems Sciences, Chinese Academy of Sciences, Beijing, People's Republic of China)

Kybernetes

ISSN: 0368-492X

Article publication date: 1 June 2004

Abstract

This paper first reviews factor reconstructability analysis (RA) modelling completely by data. Gives a description of levelled variable factor reconstruction analysis model generation process and its further extension to forecasting, evaluation and optimisation. It introduces RA modelling with multi‐variety information and knowledge. From generation of mixed variable RA models to generation of models with both data and knowledge, the paper gives a related table and a figure on “Information flow of reconstructability analysis with multi‐variety information and knowledge” which included database, RA relational knowledge base, and interfaces for input of experts' knowledge. Finally, it gives some examples and prospects.

Keywords

Citation

Shu, G. (2004), "Instant modelling and data‐knowledge processing by reconstructability analysis", Kybernetes, Vol. 33 No. 5/6, pp. 984-991. https://doi.org/10.1108/03684920410534029

Publisher

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Emerald Group Publishing Limited

Copyright © 2004, Emerald Group Publishing Limited