DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGES
This paper describes preliminary work to investigate what it means to manage data quality in a simple data integration and analysis prototype for research purposes, where input datasets are from a range of different sources. Consideration is given to how standard elements of spatial data quality (as...
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2013-05-01
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| Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| Online Access: | http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-2-W1/59/2013/isprsarchives-XL-2-W1-59-2013.pdf |
| _version_ | 1818020132507615232 |
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| author | J. L. Harding |
| author_facet | J. L. Harding |
| author_sort | J. L. Harding |
| collection | DOAJ |
| description | This paper describes preliminary work to investigate what it means to manage data quality in a simple data integration and analysis
prototype for research purposes, where input datasets are from a range of different sources. Consideration is given to how standard
elements of spatial data quality (as in ISO 19115:2003) apply in the context of the prototype, which is based on a relatively straight
forward "house hunting" scenario. Based on initial findings the paper aims to position further work, identifying a series of research
questions around needs for improved data quality management and communication in analytical processes involving geographic
information. While not providing solutions or raising novel issues it is hoped the paper may serve to add support for more applied
and user focused data quality research in the area of analytics. |
| first_indexed | 2024-04-14T08:00:59Z |
| format | Article |
| id | doaj.art-0b284eb1b93144709888a15df40c49e1 |
| institution | Directory Open Access Journal |
| issn | 1682-1750 2194-9034 |
| language | English |
| last_indexed | 2024-04-14T08:00:59Z |
| publishDate | 2013-05-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| spelling | doaj.art-0b284eb1b93144709888a15df40c49e12022-12-22T02:04:54ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342013-05-01XL-2/W1596310.5194/isprsarchives-XL-2-W1-59-2013DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGESJ. L. Harding0Ordnance Survey, Adanac Drive, Southampton, UKThis paper describes preliminary work to investigate what it means to manage data quality in a simple data integration and analysis prototype for research purposes, where input datasets are from a range of different sources. Consideration is given to how standard elements of spatial data quality (as in ISO 19115:2003) apply in the context of the prototype, which is based on a relatively straight forward "house hunting" scenario. Based on initial findings the paper aims to position further work, identifying a series of research questions around needs for improved data quality management and communication in analytical processes involving geographic information. While not providing solutions or raising novel issues it is hoped the paper may serve to add support for more applied and user focused data quality research in the area of analytics.http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-2-W1/59/2013/isprsarchives-XL-2-W1-59-2013.pdf |
| spellingShingle | J. L. Harding DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGES The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| title | DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGES |
| title_full | DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGES |
| title_fullStr | DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGES |
| title_full_unstemmed | DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGES |
| title_short | DATA QUALITY IN THE INTEGRATION AND ANALYSIS OF DATA FROM MULTIPLE SOURCES: SOME RESEARCH CHALLENGES |
| title_sort | data quality in the integration and analysis of data from multiple sources some research challenges |
| url | http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-2-W1/59/2013/isprsarchives-XL-2-W1-59-2013.pdf |
| work_keys_str_mv | AT jlharding dataqualityintheintegrationandanalysisofdatafrommultiplesourcessomeresearchchallenges |