APPLICATION FOR MEASURING REPRESENTATIVE VARIABLES OF COLLECTIVE SPACE INTELLIGENCE

The scarcity of metrics for analysing the quality of Voluntary Geographic Information without direct comparisons with reference data makes it impossible to use this information in many areas of society. Especially in developing countries, where collaborative data can help fill the deficit of officia...

Full description

Saved in:
Bibliographic Details
Published in:International archives of the photogrammetry, remote sensing and spatial information sciences. Vol. XLVI-4/W2-2021; pp. 119 - 122
Main Authors: Paiva, C. A., Campos, R. G., Camboim, S. P.
Format: Journal Article Conference Proceeding
Language:English
Published: Gottingen Copernicus GmbH 19.08.2021
Copernicus Publications
Subjects:
Developing countries
Intelligence
LDCs
Parameters
Spatial data
ISSN:2194-9034, 1682-1750, 2194-9034
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract The scarcity of metrics for analysing the quality of Voluntary Geographic Information without direct comparisons with reference data makes it impossible to use this information in many areas of society. Especially in developing countries, where collaborative data can help fill the deficit of official data, studies on intrinsic parameters of quality become an alternative to conventional comparative methods for evaluating spatial data. A recurring parameter in related research is Collective Spatial Intelligence. Seeking to offer researchers on the subject a tool capable of measuring the Collective Spatial Intelligence in predefined areas, we developed a Python application that counts representative values of this intelligence in political-administrative limits. Considering that, in general, the quality of spatial data is inferred on these limits, research that seeks to explain the VGI quality without using official data as a reference can be facilitated.
AbstractList The scarcity of metrics for analysing the quality of Voluntary Geographic Information without direct comparisons with reference data makes it impossible to use this information in many areas of society. Especially in developing countries, where collaborative data can help fill the deficit of official data, studies on intrinsic parameters of quality become an alternative to conventional comparative methods for evaluating spatial data. A recurring parameter in related research is Collective Spatial Intelligence. Seeking to offer researchers on the subject a tool capable of measuring the Collective Spatial Intelligence in predefined areas, we developed a Python application that counts representative values of this intelligence in political-administrative limits. Considering that, in general, the quality of spatial data is inferred on these limits, research that seeks to explain the VGI quality without using official data as a reference can be facilitated.
Author Camboim, S. P.
Paiva, C. A.
Campos, R. G.
Author_xml – sequence: 1
  givenname: C. A.
  surname: Paiva
  fullname: Paiva, C. A.
– sequence: 2
  givenname: R. G.
  surname: Campos
  fullname: Campos, R. G.
– sequence: 3
  givenname: S. P.
  surname: Camboim
  fullname: Camboim, S. P.
BookMark eNpNkV9r2zAUxcXoYF3b72Doszr9syw9ekbJDJ4d7DTdm5BlqXPo4kxqB_32dZxtFAQ63Hs498DvM7g4TAcHwB1GdymW7MsYjyFCE-zP8Y-L8Ee1KyGDDwQSRDDEWC7iA7gksxtKRNnFO_0J3MS4RwhhxnmK0kvQ5ZtNVRb5tmzqZNW0yXeVd_dtWa-TVm1a1al6Oy93KtnlbZl_rVSXNKukaKpKFcu82-SFSsp6q6qqXKu6UNfgozdP0d38_a_A_Upti2-watbzqQpaIvFc1nLfS0QGw4WbH0Oen5pmvTQiE4PJkMeYOCkt7zm2ghPhqLWMDIgZzukVKM-5w2T2-hjGXya86smMehlM4VGb8DzaJ6fpkHlvhcw8Y0z0VGaGWDFgbwbcpxTPWbfnrGOYfr-4-Kz300s4zPU1SUVKaZalaHatzi4bphiD8_-vYqRPfPTCR__jo098NNMPRJ-w6JnPIugbJNqEBg
ContentType Journal Article
Conference Proceeding
Copyright 2021. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2021. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
7TN
8FE
8FG
ABJCF
ABUWG
AEUYN
AFKRA
AZQEC
BENPR
BGLVJ
BHPHI
BKSAR
CCPQU
DWQXO
F1W
H96
HCIFZ
L.G
L6V
M7S
PCBAR
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
DOA
DOI 10.5194/isprs-archives-XLVI-4-W2-2021-119-2021
DatabaseName CrossRef
Oceanic Abstracts
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
ProQuest Central Essentials - QC
ProQuest Central
ProQuest Technology Collection
Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
ProQuest One
ProQuest Central Korea
ASFA: Aquatic Sciences and Fisheries Abstracts
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
SciTech Premium Collection
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Engineering Collection
Engineering Database
Earth, Atmospheric & Aquatic Science Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Aquatic Science & Fisheries Abstracts (ASFA) Professional
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
Earth, Atmospheric & Aquatic Science Collection
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Engineering Collection
Oceanic Abstracts
Natural Science Collection
ProQuest Central Korea
ProQuest Central (New)
Engineering Collection
Engineering Database
ProQuest One Academic Eastern Edition
Earth, Atmospheric & Aquatic Science Database
ProQuest Technology Collection
ProQuest SciTech Collection
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
ProQuest One Academic UKI Edition
ASFA: Aquatic Sciences and Fisheries Abstracts
Materials Science & Engineering Collection
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList Publicly Available Content Database

CrossRef
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Visual Arts
EISSN 2194-9034
EndPage 122
ExternalDocumentID oai_doaj_org_article_3d7ffc897f4448b397a2c8d1fad1b531
10_5194_isprs_archives_XLVI_4_W2_2021_119_2021
GroupedDBID 8FE
8FG
8FH
AAFWJ
AAYXX
ABJCF
ACIWK
ADBBV
AEUYN
AFFHD
AFKRA
AFPKN
AHGZY
ALMA_UNASSIGNED_HOLDINGS
ARCSS
BCNDV
BENPR
BGLVJ
BHPHI
BKSAR
CCPQU
CITATION
GROUPED_DOAJ
HCIFZ
L6V
LK5
M7R
M7S
OK1
PCBAR
PHGZM
PHGZT
PIMPY
PQGLB
PROAC
PTHSS
TUS
7TN
ABUWG
AZQEC
DWQXO
F1W
H96
L.G
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
ID FETCH-LOGICAL-c2911-1c6fb902da68e68e40f621947b9a878da70f112e99c6b61c8628e3cc42d04a663
IEDL.DBID BENPR
ISSN 2194-9034
1682-1750
IngestDate Mon Nov 10 04:35:26 EST 2025
Fri Jul 25 10:36:35 EDT 2025
Sat Nov 29 04:07:17 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2911-1c6fb902da68e68e40f621947b9a878da70f112e99c6b61c8628e3cc42d04a663
Notes ObjectType-Article-1
ObjectType-Feature-2
SourceType-Conference Papers & Proceedings-1
content type line 22
OpenAccessLink https://www.proquest.com/docview/2585337750?pq-origsite=%requestingapplication%
PQID 2585337750
PQPubID 2037674
PageCount 4
ParticipantIDs doaj_primary_oai_doaj_org_article_3d7ffc897f4448b397a2c8d1fad1b531
proquest_journals_2585337750
crossref_primary_10_5194_isprs_archives_XLVI_4_W2_2021_119_2021
PublicationCentury 2000
PublicationDate 2021-08-19
PublicationDateYYYYMMDD 2021-08-19
PublicationDate_xml – month: 08
  year: 2021
  text: 2021-08-19
  day: 19
PublicationDecade 2020
PublicationPlace Gottingen
PublicationPlace_xml – name: Gottingen
PublicationTitle International archives of the photogrammetry, remote sensing and spatial information sciences.
PublicationYear 2021
Publisher Copernicus GmbH
Copernicus Publications
Publisher_xml – name: Copernicus GmbH
– name: Copernicus Publications
SSID ssj0001466505
Score 2.2096434
Snippet The scarcity of metrics for analysing the quality of Voluntary Geographic Information without direct comparisons with reference data makes it impossible to use...
SourceID doaj
proquest
crossref
SourceType Open Website
Aggregation Database
Index Database
StartPage 119
SubjectTerms Developing countries
Intelligence
LDCs
Parameters
Spatial data
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3Pa9swGBUljNIeSreuNGs2dNhVjS0r-nEqTnC2QpaGpktyE7IsQS5ZiNv-_f0kOyOjh10KPhgZY_P0Sd974tMTQt89UxkrPSOV5wPChE-I8qUhqXTM02hRbuNhE2I6lauVmh0c9RVqwhp74Aa4flYJ761UwjNQEiWkT0OtrFJvqrQcxB3UFFjPgZiKqyuMA_UI9YspBwoJOTI5RqBUb4CwsP663u5qYlprV7KaLO4II0sKIUNTkqYq3vyTqaKh_5v5Oiah8Tk6a9kjzpu__oiO3OYTOl2s6-emtb5A83w2228PxiDx8K8Cps5Q84AfioB3MX2Eh4sCL_KHu3w4Keb4foxH95NJMYrt81k-KnDwygWh_yMsQX1Gv8fF4-gnaU9OIJaqUKNmuS9VQivDpYOLJZ7D1MREqYwUsjIi8UC0nFKWlzy1IGuky6xltEqYARJyiTqbPxt3hbDMGHXOmsQCE-DUGiccjFRXimqgMpV10e0eJb1tDDI0CIuAs4446z3OOuCsmV5SHeAF7aHiTRcNA7h_3w6G17EBwkC3YaD_FwZd1Nt3jW5HYa0paKEsE9D5X97jG9foJAZIMMRVPdR52j27r-iDfXla17tvMQBfASHD1ek
  priority: 102
  providerName: Directory of Open Access Journals
Title APPLICATION FOR MEASURING REPRESENTATIVE VARIABLES OF COLLECTIVE SPACE INTELLIGENCE
URI https://www.proquest.com/docview/2585337750
https://doaj.org/article/3d7ffc897f4448b397a2c8d1fad1b531
Volume XLVI-4/W2-2021
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 2194-9034
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001466505
  issn: 2194-9034
  databaseCode: DOA
  dateStart: 20000101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVPQU
  databaseName: Earth, Atmospheric & Aquatic Science Database
  customDbUrl:
  eissn: 2194-9034
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001466505
  issn: 2194-9034
  databaseCode: PCBAR
  dateStart: 20140101
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/eaasdb
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Engineering Database
  customDbUrl:
  eissn: 2194-9034
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001466505
  issn: 2194-9034
  databaseCode: M7S
  dateStart: 20140101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 2194-9034
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001466505
  issn: 2194-9034
  databaseCode: BENPR
  dateStart: 20140101
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Publicly Available Content Database
  customDbUrl:
  eissn: 2194-9034
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0001466505
  issn: 2194-9034
  databaseCode: PIMPY
  dateStart: 20140101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/publiccontent
  providerName: ProQuest
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3Pb9MwFLagQwgu_BqiMCofuJoljhfHpymtXKiUdVE7unKyHMdGlVBbko6_n2eTrEJIXJBysGwlUvLZ733v5fkzQh8cEwmrHCO1Sy8I4y4iwlWaxJlljgaJchMOm-DzebZei7JLuLVdWWVvE4OhrnfG58jPKfDaJOHg4C73P4g_Ncr_Xe2O0HiITrxSGRugk7Gcl4tjloWlQEF8HWOcApUEXxk9RhCxfgTiws437b5pie4kXsm6WM0II7cUpg6NCTwwNP7wWEHY_y-7HZzR9Nn_vsZzdHrc54fLew_2Aj2w25fo6WrT3unvOG8O7Su0zMuy322MIWLEVxIssS-hwAvp4ZPzGxhcSbzKF7N8XMglvp7iyXVRyEnoX5b5RGIvvVsUs08-o3WKvkzlzeQz6Q5iIIYKX_JmUleJiNY6zSxcLHIpWDrGK6EzntWaRw54mxXCpFUaG4iSMpsYw2gdMQ2c5jUabHdb-wbhLGHUWqMjA8QipUZbbmHh24rXFyIRyRBd9h9b7X_rbSiIUzxcKsCleriUh0sxdUuVRwlCGREaQzT2GN3f7fWzQ8eu-aa65aiSmjtnMsEdg_i0AlKmqcnq2Ok6rsAsDdFZD5_qFnWrjti9_ffwO_QkzCCvnCvO0ODQ3Nn36JH5edi0zaibo6MQ_o98sekS-srZVfn1Fzg36sg
linkProvider ProQuest
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3Pb9MwFLZGhxhc-DVEYYAPcDRLHC-JD2jKSsqipV20lq47Gcexp0qoLUkH4p_ib-TZa1YhJG47IOVgxUqUxJ_f9z3n-T2E3hrGA1YaRioTHhAWGY9wU0rix5oZ6lKUK1dsIhoO4-mUF1voV7sXxoZVtjbRGepqoewa-T4FXRsEERDc4fIbsVWj7N_VtoTGNSxO9M8f4LI1H7KPML7vKO2n494xWVcVIIpyG7-lQlNyj1YyjDUczDMhTFsWlVzGUVzJyDMgQjTnKixDX4Hkj3WgFKOVxyQQNNz3DtpmAPa4g7aLbFBcbFZ1WAiSx8ZN-iFIV-Bm7x4CD_k9CCW2P2uWdUPkOqUsmeaTjDByTgGqFB7M567xB0O6QgJ_8YQjv_7D_-2zPUK7m32MuLhh6MdoS8-foAeTWXMlv-KkXjVP0SgpinY3NQaPGA9SYBobIoLPUgvPdDiGzkmKJ8lZlhzl6Qif9nHvNM_Tnjs_KpJeim1q4TzPPtkVu130-Vbe7RnqzBdz_RzhOGBUayU9BcIppErqSINh02VUHfCAB1102A6uWF7nExHgh1l4CAcP0cJDWHgIJs6psKgAV427RhcdWUzcXG3zg7sTi_pSrM2NCKrIGBXzyDDwv0sQnZKquPKNrPwSzG4X7bVwEWuj1YgNVl78u_sN2jkeD3KRZ8OTl-i-Q6_NEsz3UGdVX-lX6K76vpo19ev1_MDoy21j6zedqUJO
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=proceeding&rft.title=International+archives+of+the+photogrammetry%2C+remote+sensing+and+spatial+information+sciences.&rft.atitle=APPLICATION+FOR+MEASURING+REPRESENTATIVE+VARIABLES+OF+COLLECTIVE+SPACE+INTELLIGENCE&rft.au=Paiva%2C+C+A&rft.au=Campos%2C+R+G&rft.au=Camboim%2C+S+P&rft.date=2021-08-19&rft.pub=Copernicus+GmbH&rft.issn=1682-1750&rft.eissn=2194-9034&rft.volume=XLVI-4%2FW2-2021&rft.spage=119&rft.epage=122&rft_id=info:doi/10.5194%2Fisprs-archives-XLVI-4-W2-2021-119-2021
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2194-9034&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2194-9034&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2194-9034&client=summon