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14 - The life cycle of knowledge

from Part IV - Learning and using ontological knowledge

Published online by Cambridge University Press:  06 July 2010

Chu-ren Huang
Affiliation:
The Hong Kong Polytechnic University
Nicoletta Calzolari
Affiliation:
Istituto di Linguistica Computazionale del CNR
Aldo Gangemi
Affiliation:
Institute of Cognitive Science and Technology
Alessandro Lenci
Affiliation:
Università degli Studi, Pisa
Alessandro Oltramari
Affiliation:
Institute of Cognitive Science and Technology
Laurent Prevot
Affiliation:
Université de Provence
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Summary

Introduction

Due to its prima facie abstract character, we are often led to conceive of knowledge as a changeless entity inhabiting an extra-time realm, much like Plato's World of Ideas. Hence, we tend to forget or underestimate the crucial fact that knowledge has its own life cycle, similar to anything else in the universe. Newly created knowledge changes over time: it may reproduce itself, generating new knowledge; it may die out, as proven by the fact that our knowledge about artefacts, practices, people, or places can disappear forever. In technical domains (such as, for instance, biology, medicine, computer science, and agriculture), as claimed by Kawtrakul and Imsombut (Chapter 17 this volume), the rate of knowledge change can be very high, in which concepts become ‘obsolete’ because of new technological advances, which, in turn, may induce complex reorganizations or expansions of the knowledge system. These similar processes apply to ontologies as well, since ontologies are formal systems aimed at representing a certain body of knowledge.

The dynamics of knowledge and ontologies depend on their contexts of use. Knowledge is created or acquired for some purpose, e.g. to be used as a tool to achieve a certain goal or to perform a particular task. Its usage also changes our knowledge about entities and processes, and, consequently, leads us to revise our ontological systems. Moreover, employing some body of knowledge to perform a task may produce new knowledge that has to be added to our ontologies, possibly resulting in a major revision of their structure, if some breakthrough in the knowledge system has occurred.

Type
Chapter
Information
Ontology and the Lexicon
A Natural Language Processing Perspective
, pp. 241 - 257
Publisher: Cambridge University Press
Print publication year: 2010

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