Conceptual clustering in knowledge organization

Knowledge organization is a very important step in building an expert system. The problem is how to organize knowledge into a conceptual structure and thus make it complete, concise, and consistent. In this paper, concepts used in knowledge description are divided into tangible ones and intermediate...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 7(1985), 5 vom: 01. Mai, Seite 592-8
1. Verfasser: Cheng, Y (VerfasserIn)
Weitere Verfasser: Fu, K S
Format: Aufsatz
Sprache:English
Veröffentlicht: 1985
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article
LEADER 01000naa a22002652 4500
001 NLM211015547
003 DE-627
005 20231224012721.0
007 tu
008 231224s1985 xx ||||| 00| ||eng c
028 5 2 |a pubmed24n0703.xml 
035 |a (DE-627)NLM211015547 
035 |a (NLM)21869296 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
100 1 |a Cheng, Y  |e verfasserin  |4 aut 
245 1 0 |a Conceptual clustering in knowledge organization 
264 1 |c 1985 
336 |a Text  |b txt  |2 rdacontent 
337 |a ohne Hilfsmittel zu benutzen  |b n  |2 rdamedia 
338 |a Band  |b nc  |2 rdacarrier 
500 |a Date Completed 02.10.2012 
500 |a Date Revised 12.11.2019 
500 |a published: Print 
500 |a Citation Status PubMed-not-MEDLINE 
520 |a Knowledge organization is a very important step in building an expert system. The problem is how to organize knowledge into a conceptual structure and thus make it complete, concise, and consistent. In this paper, concepts used in knowledge description are divided into tangible ones and intermediate ones depending on whether or not they appear in the input or the output of the system. Intermediate concepts and their relationships with tangible concepts are subjected to changes. A distance measure for rules and an algorithm for conceptual clustering are described. New intermediate concepts are generated using this algorithm. A few new concepts may replace a large number of old relationships and also generate new rules for the system. An experiment on traditional Chinese medicine shows that the proposed method produces results similar to those generated by experts 
650 4 |a Journal Article 
700 1 |a Fu, K S  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t IEEE transactions on pattern analysis and machine intelligence  |d 1979  |g 7(1985), 5 vom: 01. Mai, Seite 592-8  |w (DE-627)NLM098212257  |x 1939-3539  |7 nnns 
773 1 8 |g volume:7  |g year:1985  |g number:5  |g day:01  |g month:05  |g pages:592-8 
912 |a GBV_USEFLAG_A 
912 |a SYSFLAG_A 
912 |a GBV_NLM 
912 |a GBV_ILN_350 
951 |a AR 
952 |d 7  |j 1985  |e 5  |b 01  |c 05  |h 592-8