SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA
With the rapid development of geomatics industry, it has accumulated a large amount of data such as digital city and national geoinformation survey, entered the geomatics big data era. At present, there are some researches on the collection and display of poverty alleviation based on geomatics. Howe...
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Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
Online Access: | https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/45/2020/isprs-archives-XLII-3-W10-45-2020.pdf |
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doaj-a1bfe4bb8af54a84a91bbd87b4032c9f2020-11-25T00:28:39ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342020-02-01XLII-3-W10454810.5194/isprs-archives-XLII-3-W10-45-2020SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATAS. Wu0R. C. Qu1C. L. Pan2Z. Y. Bao3X. J. Feng4Guangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaGuangxi Institute of Surveying and Mapping of Remote Sensing Information, Nanning, ChinaWith the rapid development of geomatics industry, it has accumulated a large amount of data such as digital city and national geoinformation survey, entered the geomatics big data era. At present, there are some researches on the collection and display of poverty alleviation based on geomatics. However, there are relatively few studies on smart poverty alleviation. Many problems need to be solved. It proposes a smart poverty alleviation architecture based on large geomatics data.It realizes the collection and monitor of smart poverty alleviation in administrative regions at all Levels, such as household, village, Township and county.It realizes the visualization of smart poverty alleviation with geomatics big data.It can poverty alleviation recommendation precisely.Aiming at this model,it proposes a precise poverty alleviation recommendation algorithm based on multi-dimensional correlation analysis. It uses Higher Order Singular Value Decomposition (HOSVD) algorithm to mine the relationship between geomatics and poverty alleviation, and recommends poverty alleviation policies. The research has certain practice and test. The architecture can effectively recommend poverty alleviation assistance policies, improve the efficiency of poverty alleviation archives collation, shorten the period of poverty alleviation archives collation, and improve the storage and access methods of poverty alleviation archives. It improves the efficiency of poverty alleviation collection, monitoring and assistance.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/45/2020/isprs-archives-XLII-3-W10-45-2020.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
S. Wu R. C. Qu C. L. Pan Z. Y. Bao X. J. Feng |
spellingShingle |
S. Wu R. C. Qu C. L. Pan Z. Y. Bao X. J. Feng SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
author_facet |
S. Wu R. C. Qu C. L. Pan Z. Y. Bao X. J. Feng |
author_sort |
S. Wu |
title |
SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA |
title_short |
SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA |
title_full |
SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA |
title_fullStr |
SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA |
title_full_unstemmed |
SMART POVERTY ALLEVIATION ARCHITECTURE BASED ON GEOMATICS BIG DATA |
title_sort |
smart poverty alleviation architecture based on geomatics big data |
publisher |
Copernicus Publications |
series |
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
issn |
1682-1750 2194-9034 |
publishDate |
2020-02-01 |
description |
With the rapid development of geomatics industry, it has accumulated a large amount of data such as digital city and national geoinformation survey, entered the geomatics big data era. At present, there are some researches on the collection and display of poverty alleviation based on geomatics. However, there are relatively few studies on smart poverty alleviation. Many problems need to be solved. It proposes a smart poverty alleviation architecture based on large geomatics data.It realizes the collection and monitor of smart poverty alleviation in administrative regions at all Levels, such as household, village, Township and county.It realizes the visualization of smart poverty alleviation with geomatics big data.It can poverty alleviation recommendation precisely.Aiming at this model,it proposes a precise poverty alleviation recommendation algorithm based on multi-dimensional correlation analysis. It uses Higher Order Singular Value Decomposition (HOSVD) algorithm to mine the relationship between geomatics and poverty alleviation, and recommends poverty alleviation policies. The research has certain practice and test. The architecture can effectively recommend poverty alleviation assistance policies, improve the efficiency of poverty alleviation archives collation, shorten the period of poverty alleviation archives collation, and improve the storage and access methods of poverty alleviation archives. It improves the efficiency of poverty alleviation collection, monitoring and assistance. |
url |
https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/45/2020/isprs-archives-XLII-3-W10-45-2020.pdf |
work_keys_str_mv |
AT swu smartpovertyalleviationarchitecturebasedongeomaticsbigdata AT rcqu smartpovertyalleviationarchitecturebasedongeomaticsbigdata AT clpan smartpovertyalleviationarchitecturebasedongeomaticsbigdata AT zybao smartpovertyalleviationarchitecturebasedongeomaticsbigdata AT xjfeng smartpovertyalleviationarchitecturebasedongeomaticsbigdata |
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1725335050006822912 |