Title :
Uncertain Privacy Decision about Access Personal Information in Pervasive Computing Environments
Author :
Zhang, Qingsheng ; Qi, Yong ; Hou, Di ; Zhao, Jizhong ; Han, Huawei
Author_Institution :
Xi´´an Jiaotong Univ., Xi´´an
Abstract :
In pervasive computing environments, context- aware applications provide services for people by using personal information. People also make privacy decision about personal information disclosure as privacy concerns. Privacy decision depends on people´s interaction situation. The trust of information collector and personal information sensitivity often enable people to make uncertain privacy decision. Therefore, we construct a fuzzy objective information system that consists of personal interaction situation history. The privacy disclosure policies are extracted from this information system under using rough set theory. The context-aware applications are assigned to an adequate privacy role with the privacy disclosure policies and situation of people´s interaction. Finally, we provide a working example and the initial performance evaluation.
Keywords :
authorisation; data privacy; decision theory; fuzzy set theory; fuzzy systems; rough set theory; ubiquitous computing; context-aware application; fuzzy objective information system; personal information access; personal interaction situation history; pervasive computing environment; rough set theory; uncertain privacy decision; Access control; Context modeling; Context-aware services; Data mining; Fuzzy systems; History; Information systems; Pervasive computing; Privacy; Set theory;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.598