Semantic Space: Bridging the divide between cognitive science, information processing technology and quantum mechanics
Bruza, Peter D. (2008) Semantic Space: Bridging the divide between cognitive science, information processing technology and quantum mechanics. In Information Symposium on Information Technology (ITSim '08), August 26-29, 2008, Kuala Lumpur.
Human beings are adept and drawing context-sensitive associations and inferences across a broad range of situations ranging from the mundane to the creative inferences that lead to scientific discovery. Such reasoning has a strong pragmatic character and is transacted with comparatively scarce cognitive assets. The question is how to get technology to reliably replicate this? The need for such technology is pressing. Paradoxically, the information explosion is leading to diminished awareness. Expertise is becoming ever more specialized: Individuals, groups, communities, enterprises are becoming increasingly insular. We need computational systems which have the capability to enhance our awareness, for example, by suggesting associations in context that we could make, but increasingly don't, as we generally lack the cognitive resources to do so. The premiss behind this paper is that the technology has to manipulate context sensitive meanings which accord with those that we harbour. In other words, the "meanings" manipulated by the technology should be socio-cognitively motivated.
A class of cognitively validated computational model called "semantic space" is introduced together with means for computing associations between words. It is argued that such associations can be usefully deployed to underpin human pragmatic reasoning. The paper concludes with some intriguing, highly speculative connections between semantic space and quantum mechanics.
Citation countsare sourced monthly fromand citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.
Citations counts from theindexing service can be viewed at the linked Google Scholar™ search.
Full-text downloadsdisplays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
|Item Type:||Conference Paper|
|Additional Information:||(keynote presentation paper)|
|Keywords:||semantic space, quantum interaction|
|Subjects:||Australian and New Zealand Standard Research Classification > PSYCHOLOGY AND COGNITIVE SCIENCES (170000) > COGNITIVE SCIENCE (170200) > Cognitive Science not elsewhere classified (170299)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology|
|Copyright Owner:||Copyright 2008 IEEE|
|Copyright Statement:||Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.|
|Deposited On:||01 Sep 2008|
|Last Modified:||29 Feb 2012 23:49|
Repository Staff Only: item control page