Classification in Geographical Information Systems
Identifieur interne : 000E01 ( Main/Exploration ); précédent : 000E00; suivant : 000E02Classification in Geographical Information Systems
Auteurs : Salvatore Rinzivillo [Italie] ; Franco Turini [Italie]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2004.
Abstract
Abstract: The paper deals with the problem of knowledge discovery in spatial databases. In particular, we explore the application of decision tree learning methods to the classification of spatial datasets. Spatial datasets, according to the Geographic Information System approach, are represented as stack of layers, where each layer is associated with an attribute. We propose an ID3-like algorithm based on an entropy measure, weighted on a specific spatial relation (i.e. overlap). We describe an application of the algorithm to the classification of geographical areas for agricultural purposes.
Url:
DOI: 10.1007/978-3-540-30116-5_35
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 000325
- to stream Istex, to step Curation: 000315
- to stream Istex, to step Checkpoint: 000715
- to stream Main, to step Merge: 000E09
- to stream Main, to step Curation: 000E01
Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct:series"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Classification in Geographical Information Systems</title><author><name sortKey="Rinzivillo, Salvatore" sort="Rinzivillo, Salvatore" uniqKey="Rinzivillo S" first="Salvatore" last="Rinzivillo">Salvatore Rinzivillo</name></author><author><name sortKey="Turini, Franco" sort="Turini, Franco" uniqKey="Turini F" first="Franco" last="Turini">Franco Turini</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:0FF3255B6156469E717D3377800E110562618025</idno><date when="2004" year="2004">2004</date><idno type="doi">10.1007/978-3-540-30116-5_35</idno><idno type="url">https://api.istex.fr/document/0FF3255B6156469E717D3377800E110562618025/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">000325</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Corpus" wicri:corpus="ISTEX">000325</idno><idno type="wicri:Area/Istex/Curation">000315</idno><idno type="wicri:Area/Istex/Checkpoint">000715</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Checkpoint">000715</idno><idno type="wicri:doubleKey">0302-9743:2004:Rinzivillo S:classification:in:geographical</idno><idno type="wicri:Area/Main/Merge">000E09</idno><idno type="wicri:Area/Main/Curation">000E01</idno><idno type="wicri:Area/Main/Exploration">000E01</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Classification in Geographical Information Systems</title><author><name sortKey="Rinzivillo, Salvatore" sort="Rinzivillo, Salvatore" uniqKey="Rinzivillo S" first="Salvatore" last="Rinzivillo">Salvatore Rinzivillo</name><affiliation wicri:level="4"><country xml:lang="fr">Italie</country><wicri:regionArea>Dipartimento di Informatica, University of Pisa, v. Buonarroti, 2, 56125, Pisa</wicri:regionArea><placeName><settlement type="city">Pise</settlement><region nuts="2">Toscane</region></placeName><orgName type="university">Université de Pise</orgName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Italie</country></affiliation></author><author><name sortKey="Turini, Franco" sort="Turini, Franco" uniqKey="Turini F" first="Franco" last="Turini">Franco Turini</name><affiliation wicri:level="4"><country xml:lang="fr">Italie</country><wicri:regionArea>Dipartimento di Informatica, University of Pisa, v. Buonarroti, 2, 56125, Pisa</wicri:regionArea><placeName><settlement type="city">Pise</settlement><region nuts="2">Toscane</region></placeName><orgName type="university">Université de Pise</orgName></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Italie</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2004</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">0FF3255B6156469E717D3377800E110562618025</idno><idno type="DOI">10.1007/978-3-540-30116-5_35</idno><idno type="ChapterID">35</idno><idno type="ChapterID">Chap35</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: The paper deals with the problem of knowledge discovery in spatial databases. In particular, we explore the application of decision tree learning methods to the classification of spatial datasets. Spatial datasets, according to the Geographic Information System approach, are represented as stack of layers, where each layer is associated with an attribute. We propose an ID3-like algorithm based on an entropy measure, weighted on a specific spatial relation (i.e. overlap). We describe an application of the algorithm to the classification of geographical areas for agricultural purposes.</div></front></TEI><affiliations><list><country><li>Italie</li></country><region><li>Toscane</li></region><settlement><li>Pise</li></settlement><orgName><li>Université de Pise</li></orgName></list><tree><country name="Italie"><region name="Toscane"><name sortKey="Rinzivillo, Salvatore" sort="Rinzivillo, Salvatore" uniqKey="Rinzivillo S" first="Salvatore" last="Rinzivillo">Salvatore Rinzivillo</name></region><name sortKey="Rinzivillo, Salvatore" sort="Rinzivillo, Salvatore" uniqKey="Rinzivillo S" first="Salvatore" last="Rinzivillo">Salvatore Rinzivillo</name><name sortKey="Turini, Franco" sort="Turini, Franco" uniqKey="Turini F" first="Franco" last="Turini">Franco Turini</name><name sortKey="Turini, Franco" sort="Turini, Franco" uniqKey="Turini F" first="Franco" last="Turini">Franco Turini</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Agronomie/explor/SisAgriV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000E01 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000E01 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Agronomie
|area= SisAgriV1
|flux= Main
|étape= Exploration
|type= RBID
|clé= ISTEX:0FF3255B6156469E717D3377800E110562618025
|texte= Classification in Geographical Information Systems
}}
| This area was generated with Dilib version V0.6.28. |  |