Research on data mining model based on context-aware system

Author

Wen-yi, Yang ; Dan, Ye ; Bo, Xiao ; Zhi-qing, Lin ; Yue-ming, Lu

Author_Institution

SICE, Beijing Univ. of Posts & Telecommun., Beijing, China

fYear

2012

fDate

25-27 July 2012

Firstpage

3789

Lastpage

3793

Abstract

Context-awareness has been quite a hotspot in both academia and business community for the past few years all over the world. The context data has the feature of diversity, therefore, the effective methodology to extract useful information from large-scale data set should be provided, which can support intelligence of human-computer interactive. By analyzing the existing technology, the Context-aware Data Mining Model is constructed in this paper, and its utilizations in context-aware computing have been clarified. Additionally, we propose corresponding scheme of data mining for different system application feature, and summarize the features of data mining based on context-aware.

Keywords

data mining; human computer interaction; large-scale systems; ubiquitous computing; academia community; business community; context data; context-aware computing; context-aware data mining model; human-computer interactive intelligence; large-scale data set; Adaptation models; Computational modeling; Context; Context modeling; Context-aware services; Data mining; Data models; context-aware; data mining; ontology; system model; ubiquitous computing;

fLanguage

English

Publisher

ieee

Conference_Titel

Control Conference (CCC), 2012 31st Chinese

Conference_Location

Hefei

ISSN

1934-1768

Print_ISBN

978-1-4673-2581-3

Type

conf

Filename

6390585