Active and well-known researchers in artificial intelligence have contributed to this special issue on knowledge representation,the roots of ehich can be traced to the Fourth National Conference of the CSCSI/SCEIO (the Canadian AI Society) held in Saskatoon,Sasketchewan, May 1982. This collection, which addresses the issues described earlier, includes selections from engineers, philosophers , linguists, and computing scientists, some of whom participated in the conference.