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
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;
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811874