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Data Storage Systems

Abbas Madraky

Data Warehouse Models; Spatio-Temporal Data Mining; Hair-Oriented Data Model

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Hair-Oriented Data Model For Spatio-Temporal Data Mining, Abbas Madraky, Zulaiha Ali Othman, Razak Hamdan Dec 2014

Hair-Oriented Data Model For Spatio-Temporal Data Mining, Abbas Madraky, Zulaiha Ali Othman, Razak Hamdan

Abbas Madraky

Spatio-temporal data are complex in terms of number of attributes for spatial and temporal values, and the data are changing towards time. Traditional method to mining the spatio-temporal data is the fact that the data is stored in data warehouse in un-normalization form as union of spatial and temporal data know as tabular data warehouse. A Hair-Oriented Data Model (HODM) has been proved as a suitable data model for spatio-temporal data. It has reduced the file size and decreased query execution time. The spatio-temporal data stored using the HODM known as Hair-Oriented Data warehouse. However, this paper aims to presents …