DocumentCode
3120578
Title
Preference mining for future home energy consumption
Author
Tsuji, Hiroshi ; Kojoma, Masatomo ; Takahashi, Atsushi ; Nakano, Masayuki ; Aoki, Shingo ; Inoue, Shuuki ; Asari, Kazunari ; Mimura, Eiji
Author_Institution
Grad. Sch. of Eng., Osaka Prefecture Univ., Sakai
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
3697
Lastpage
3701
Abstract
To assess the demand ldquowhat kinds of home equipment will be unveiled in the future?rdquo, this paper presents an experimental analysis for consumers preference. The experimentation consists of four steps: (1) based on the seeds map of technology for energy consumption, six services and their related products for future home are drawn, (2) For the services, questionnaire which collects consumers´ preference is designed, (3) to clarify the causal relation among the preference, personal demography and value sense, three kinds of methods (VS-map, VAUD-table, Stepwise Bayesian Network) are proposed, (4) The methods are applied to the collected 1,030 responses to the questionnaire. For example, the experimentation has found the preference such that the unmarried persons make points of convenience in daily life rather than other classes of persons.
Keywords
data mining; energy consumption; marketing data processing; future home energy consumption; home equipment; marketing analysis; personal demography; preference mining; stepwise Bayesian network; Bayesian methods; Companies; Demography; Electronic equipment; Energy consumption; Energy resolution; Market research; Power engineering and energy; Research and development; Security; Home Energy Consumption; Knowledge Mining; Marketing Analysis; Value Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location
Singapore
ISSN
1062-922X
Print_ISBN
978-1-4244-2383-5
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2008.4811874
Filename
4811874
Link To Document