SD-miner: A spatial data mining system
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Bae, Duck-Ho | - |
dc.contributor.author | Baek, Ji-Haeng | - |
dc.contributor.author | Oh, Hyun-Kyo | - |
dc.contributor.author | Song, Ju-Won | - |
dc.contributor.author | Kim, Sang-Wook | - |
dc.date.accessioned | 2022-12-20T20:09:46Z | - |
dc.date.available | 2022-12-20T20:09:46Z | - |
dc.date.created | 2022-09-16 | - |
dc.date.issued | 2009-11 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/175872 | - |
dc.description.abstract | Owing to the GIS technology, a vast volume of spatial data has been accumulated, thereby incurring the necessity of spatial data mining techniques. In this paper, we propose a new spatial data mining system named SD-Miner. SD-Miner consists of three parts: a graphical user interface for inputs and outputs, a data mining module that processes spatial data mining functionalities, a data storage model that stores and manages spatial as well as non-spatial data by using a DBMS. In particular, the data mining module provides major spatial data mining functionalities such as spatial clustering, spatial classification, spatial characterization, and spatio-temporal association rule mining. SD-Miner has its own characteristics: (1) It supports users to perform non-spatial data mining functionalities as well as spatial data mining functionalities intuitively and effectively; (2) It provides users with spatial data mining functions as a form of libraries, thereby making applications conveniently use those functions. (3) It inputs parameters for mining as a form of database tables to increase flexibility. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | IEEE | - |
dc.title | SD-miner: A spatial data mining system | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Sang-Wook | - |
dc.identifier.doi | 10.1109/ICNIDC.2009.5360924 | - |
dc.identifier.scopusid | 2-s2.0-77649284328 | - |
dc.identifier.bibliographicCitation | Proceedings of 2009 IEEE International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC2009, pp.803 - 807 | - |
dc.relation.isPartOf | Proceedings of 2009 IEEE International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC2009 | - |
dc.citation.title | Proceedings of 2009 IEEE International Conference on Network Infrastructure and Digital Content, IEEE IC-NIDC2009 | - |
dc.citation.startPage | 803 | - |
dc.citation.endPage | 807 | - |
dc.type.rims | ART | - |
dc.type.docType | Conference Paper | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.subject.keywordPlus | Data storage models | - |
dc.subject.keywordPlus | Database tables | - |
dc.subject.keywordPlus | GIS technology | - |
dc.subject.keywordPlus | Spatial characterization | - |
dc.subject.keywordPlus | Spatial classification | - |
dc.subject.keywordPlus | Spatial clustering | - |
dc.subject.keywordPlus | Spatial data | - |
dc.subject.keywordPlus | Spatial data mining | - |
dc.subject.keywordPlus | Spatial data mining system | - |
dc.subject.keywordPlus | Spatio-temporal | - |
dc.subject.keywordPlus | Associative processing | - |
dc.subject.keywordPlus | Diffusers (optical) | - |
dc.subject.keywordPlus | Graphical user interfaces | - |
dc.subject.keywordPlus | Miners | - |
dc.subject.keywordPlus | Mining machinery | - |
dc.subject.keywordPlus | Data mining | - |
dc.subject.keywordAuthor | SD-miner | - |
dc.subject.keywordAuthor | Spatial data | - |
dc.subject.keywordAuthor | Spatial data mining | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/5360924 | - |
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