posted on 2008-11-06, 15:58authored byYuyang Zhao, L.C.M. Tang, M.J. Darlington, Simon Austin, S.J. Culley
The management of information in engineering organizations is facing a particular challenge in
the ever-increasing volume of information. It has been recognized that an effective methodology is
required to evaluate information in order to avoid information overload and to retain the right
information for reuse. By using, as a starting point, a number of the current tools and techniques
which attempt to obtain ‘the value’ of information, it is proposed that an assessment or filter
mechanism for information is needed to be developed. This paper addresses this issue firstly by
briefly reviewing the information overload problem, the definition of value, and related research
work on the value of information in various areas. Then a “characteristic” based framework of
information evaluation is introduced using the key characteristics identified from related work as an
example. A Bayesian Network diagram method is introduced to the framework to build the linkage
between the characteristics and information value in order to quantitatively calculate the quality and
value of information. The training and verification process for the model is then described using 60
real engineering documents as a sample. The model gives a reasonable accurate result and the
differences between the model calculation and training judgments are summarized as the potential
causes are discussed. Finally several further the issues including the challenge of the framework and
the implementations of this evaluation assessment method are raised.
History
School
Architecture, Building and Civil Engineering
Citation
ZHAO, Y. ... et al, 2008. High value information in engineering organisations. International Journal of Information Management, 28 (4), pp. 246-258