@article{c6d88c9e27af450ab919033302a45621,
title = "A privacy-preserving sharing method of electricity usage using self-organizing map",
abstract = "Smart meters for measuring electricity usage are expected in electricity usage management. Although the relevant power supplier stores the measured data, the data are worth sharing among power suppliers because the entire data of a city will be required to control the regional grid stability or demand–supply balance. Even though many techniques and methods of privacy-preserving data mining have been studied to share data while preserving data privacy, a study on sharing electricity usage data is still lacking. In this paper, we propose a sharing method of electricity usage while preserving data privacy using a self-organizing map.",
keywords = "Data sharing, Privacy preserving, Self-Organizing map",
author = "Yuichi Nakamura and Keiya Harada and Hiroaki Nishi",
note = "Funding Information: This work was partially supported by MEXT/JSPS KAKENHI Grant (B) Number JP16H04455 and JP17H01739 , through funding received from SECOM Science and Technology Foundation of the R&D project “Design of Information and Communication Platform for Future Smart Community Services” by the Ministry of Internal Affairs and Communications of Japan , and from Keio Univ. Global Smart Society Creation Project Research. Publisher Copyright: {\textcopyright} 2018 The Korean Institute of Communications Information Sciences",
year = "2018",
month = mar,
doi = "10.1016/j.icte.2018.01.004",
language = "English",
volume = "4",
pages = "24--29",
journal = "ICT Express",
issn = "2405-9595",
publisher = "Korean Institute of Communications Information Sciences",
number = "1",
}