DocumentCode
534887
Title
Abduction dealing with potential values
Author
Abe, Akinori
Author_Institution
NTT Commun. Sci. Labs., Kyoto, Japan
fYear
2010
fDate
10-13 Oct. 2010
Firstpage
1279
Lastpage
1285
Abstract
In this paper, we introduce the concept of “value” to the abduction procedure. In fact, “values” are dealt with outside of the abduction procedure. For usual abduction, we always consider values included in the knowledge (hard coded). However, for a certain procedure, such values are unnecessary and sometimes harmful. Outside of the main abduction procedure, the inference system can flexibly deal with “values” to generate hypotheses considering the user´s preference, situation, and the current trends, etc. In addition, we introduce the concept of the expiration of the hypothesis in the hypothesis generation. Recently generated hypotheses are not generated during such abduction procedure, in addition. Accordingly, the system can generate rather novel hypotheses to enjoy potential chances. This type of inference can be applied to daily life situations. Of course, according to application such as recommendation strategies in shops. the opposite strategy can be conducted.
Keywords
marketing; abduction procedure; hypothesis generation; inference system; recommendation strategies; abduction; chance; potential value;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1062-922X
Print_ISBN
978-1-4244-6586-6
Type
conf
DOI
10.1109/ICSMC.2010.5642433
Filename
5642433
Link To Document