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Article: Case-based reasoning (CBR) in development control

TitleCase-based reasoning (CBR) in development control
Authors
KeywordsCase-based reasoning
Development control
Geographic information system
Knowledge-based system
Issue Date2001
PublisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/jag
Citation
International Journal Of Applied Earth Observation And Geoinformation, 2001, v. 3 n. 3, p. 238-251 How to Cite?
AbstractCase-based reasoning (CBR) is a type of knowledge-based systems (KBS) whose philosophy is to use previous cases to interpret or solve a new problem. There are many advantages of CBR over rule-based reasoning which is the method adopted by most current KBS for development control. The knowledge representation scheme of CBR is better than rule-based reasoning in recording and representing knowledge that is hard to express with explicit rules or is too case-specific. It can overcome the problems with black box inference process of rule-based reasoning. CBR can simulate the present working style of a planner in dealing with development applications which is based on his/her knowledge of past application records. The results derived directly from real cases in CBR are more convincing and acceptable to planners. A system that integrates a CBR shell (ESTEEM) and GIS package (ArcView) was developed to demonstrate the process in building a case-based system (CBS) to assist planners in the Planning Department of Hong Kong in handling applications in development control. Because it is case-based and not rule-based, the system is also applicable to other cities in dealing with development applications.
Persistent Identifierhttp://hdl.handle.net/10722/89951
ISSN
2015 Impact Factor: 3.798
References

 

DC FieldValueLanguage
dc.contributor.authorYeh, AGOen_HK
dc.contributor.authorShi, Xen_HK
dc.date.accessioned2010-09-06T10:03:48Z-
dc.date.available2010-09-06T10:03:48Z-
dc.date.issued2001en_HK
dc.identifier.citationInternational Journal Of Applied Earth Observation And Geoinformation, 2001, v. 3 n. 3, p. 238-251en_HK
dc.identifier.issn0303-2434en_HK
dc.identifier.urihttp://hdl.handle.net/10722/89951-
dc.description.abstractCase-based reasoning (CBR) is a type of knowledge-based systems (KBS) whose philosophy is to use previous cases to interpret or solve a new problem. There are many advantages of CBR over rule-based reasoning which is the method adopted by most current KBS for development control. The knowledge representation scheme of CBR is better than rule-based reasoning in recording and representing knowledge that is hard to express with explicit rules or is too case-specific. It can overcome the problems with black box inference process of rule-based reasoning. CBR can simulate the present working style of a planner in dealing with development applications which is based on his/her knowledge of past application records. The results derived directly from real cases in CBR are more convincing and acceptable to planners. A system that integrates a CBR shell (ESTEEM) and GIS package (ArcView) was developed to demonstrate the process in building a case-based system (CBS) to assist planners in the Planning Department of Hong Kong in handling applications in development control. Because it is case-based and not rule-based, the system is also applicable to other cities in dealing with development applications.en_HK
dc.languageengen_HK
dc.publisherElsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/jagen_HK
dc.relation.ispartofInternational Journal of Applied Earth Observation and Geoinformationen_HK
dc.rightsInternational Journal of Applied Earth Observation and Geoinformation . Copyright © Elsevier BV.en_HK
dc.subjectCase-based reasoningen_HK
dc.subjectDevelopment controlen_HK
dc.subjectGeographic information systemen_HK
dc.subjectKnowledge-based systemen_HK
dc.titleCase-based reasoning (CBR) in development controlen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1569-8432&volume=3&issue=3&spage=238&epage=251&date=2001&atitle=Case-based+Reasoning+(CBR)+in+Development+Controlen_HK
dc.identifier.emailYeh, AGO: hdxugoy@hkucc.hku.hken_HK
dc.identifier.authorityYeh, AGO=rp01033en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1016/S0303-2434(01)85031-5-
dc.identifier.scopuseid_2-s2.0-3042843632en_HK
dc.identifier.hkuros73973en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-3042843632&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume3en_HK
dc.identifier.issue3en_HK
dc.identifier.spage238en_HK
dc.identifier.epage251en_HK
dc.publisher.placeNetherlandsen_HK
dc.identifier.scopusauthoridYeh, AGO=7103069369en_HK
dc.identifier.scopusauthoridShi, X=55228141500en_HK
dc.customcontrol.immutablecsl 140922-

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