One of the most important problems in human-computer interaction is th
at of maximising communication between the user and the computer. We c
laim that optimum communication will be facilitated when the computer
can analyse and respond to the intentions of the computer user. We pro
pose a philosophy for computer interface design in which the computer
analyses the intentions of users through verbal and nonverbal media. W
ith respect to verbal media we describe a computer program called Oper
ating System CONsultant (OSCON) which can analyse users' intentions fr
om English in the domain of computer operating systems. With respect t
o nonverbal media we argue that computers will be better able to analy
se people's intentions when recognising the media of facial expression
, touch, and sound. Some results and implications from a recent experi
ment on cross-cultural emotions in faces are discussed. We describe th
e IDIOMS (Intelligent Decision-making In On-line Management Systems) p
roject which implements a design philosophy for capturing users' conce
pts and intentions. We argue that this approach will ensure the comput
ers will become more understanding of their users and this will result
in a more sensitive human-computer interface.