Knowledge representation is fundamental to the study of mind. All theories of psychological processing are rooted in assumptions about how information is stored. These assumptions, in turn, influence the explanatory power of theories. This book fills a gap in the existing literature by providing an overview of types of knowledge representation techniques and their use in cognitive models. Organized around types of representations, this book begins with a discussion of the foundations of knowledge representation, then presents discussions of different ways that knowledge representation has been used. Both symbolic and connectionist approaches to representation are discussed and a set of recommendations about the way representations should be used is presented. This work can be used as the basis for a course on knowledge representation or can be read independently. It will be useful to students of psychology as well as people in related disciplines--computer science, philosophy, anthropology, and linguistics--who want an introduction to techniques for knowledge representation.Indeed, Murphy (1996) arguedthat there must beother ways to understand abstract concepts because the understanding of ... green carbutalso know that cars can be driven bypeople, that theyhave internalcombustion engines, and thatthey require gasolineto operate. ... For example, the lime green 1972 OldsmobileCutlass SupremethatI had inhigh school wasacoupe; a coupe isa car, and acarisavehicle.
|Author||:||Arthur B. Markman|
|Publisher||:||Psychology Press - 2013-06-17|