Y. Kobayashi et al., A METHOD OF CONCEPT RECOGNITION IN COMMUNICATION SERVICE REQUIREMENT DESCRIPTIONS, Electronics & communications in Japan. Part 1, Communications, 80(6), 1997, pp. 23-36
Providers of communication services must be able to respond rapidly to
the growing diversity of their customers' service needs as society be
comes more dependent on information technologies. This responsiveness
will be enhanced if the users themselves can define their service requ
irements, ideally using natural language. The problem with natural lan
guage expressions is their diversity, due to the various viewpoints fr
om which they are written. Thus, we need a means of understanding the
semantics of these diverse expressions. In the study outlined here, ai
med at understanding the concepts in communication service requirement
s written in natural language, the authors first clarify the factors c
ausing diversity of expression. These are found to be combinations of
three intersecting viewpoints, namely: the interfaces between the netw
ork, terminals, and users; the viewpoint from both sides of each inter
face; and the logical/physical information viewpoint. Next, the target
domain of communication services is modeled from the standpoints of o
peration procedures and functions, communication service concepts are
systematized in terms of these models, and a communication service ont
ology is constructed. Then a semantic recognition method is proposed b
ased on a mapping between concepts and expressions. The effectiveness
of the methodology is demonstrated by converting natural language desc
riptions to formal language specifications. (C) 1997 Scripta Technica,
Inc.