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Hemalatha, M.
- Management of Data Provenance through Shrewdness Schema in Geosciences Application
Abstract Views :347 |
PDF Views:5
Authors
Affiliations
1 Annamalai University, Annamalai Nagar, TN, IN
1 Annamalai University, Annamalai Nagar, TN, IN
Source
Automation and Autonomous Systems, Vol 6, No 1 (2014), Pagination:Abstract
Development of shrewdness Scheme for geo science application is to efficiently store the geo science tracing data and perform management of data provenance. Data provenance provides information about the origin of data. Shrewdness scheme includes both Workflow provenance and Fine grained Data provenance. Workflow provenance provides information about the reproducibility of the data product and Fine grained provenance is for creating the data product from its input value. Data preprocessing is applied to geo science data which includes data cleaning, data integration and transformation and data reduction. To trace the process of output data from geo-data measurements, classification and clustering techniques are applied to produce fine-grained data. Shrewdness scheme results in fine-grained data repertory based on workflow provenance with minimum storage space. The framework that obtained from shrewdness schema is self adaptable to any scientific model. User interaction of the framework is performed by using spatial inverted index list algorithm which acts as a search engine.Keywords
Shrewdness Schema, Geospatial, Data Provenance, Geographical Information System (GIS).- Sixthsense Technology
Abstract Views :319 |
PDF Views:3
Authors
Affiliations
1 Electronics and Communication Engineering, TejaaShakthi Institute of Technology for Women, Coimbatore, IN
2 Computer Science and Engineering, TejaaShakthi Institute of Technology for Women, Coimbatore, IN
1 Electronics and Communication Engineering, TejaaShakthi Institute of Technology for Women, Coimbatore, IN
2 Computer Science and Engineering, TejaaShakthi Institute of Technology for Women, Coimbatore, IN