TELKOMNIKA Telecommunication, Computing, Electronics and Control
Spatial association discovery process using frequent subgraph mining

Dublin Core

Title

TELKOMNIKA Telecommunication, Computing, Electronics and Control
Spatial association discovery process using frequent subgraph mining

Subject

Frequent subgraph mining, SARM, Spatial association mining, Spatial data mining, Spatial knowledge discovery

Description

Spatial associations are one of the most relevant kinds of patterns used by business intelligence regarding spatial data. Due to the characteristics of this particular type of information, different approaches have been proposed for spatial association mining. This wide variety of methods has entailed the need for a process to integrate the activities for association discovery, one that is easy to implement and flexible enough to be adapted to any particular situation, particularly for small and medium-size projects to guide the useful pattern discovery process. Thus, this work proposes an adaptable knowledge discovery process that uses graph theory to model different spatial relationships from multiple scenarios, and frequent subgraph mining to discover spatial associations. A proof of concept is presented using real data.

Creator

Giovanni Daian Rottoli, Hernan Merlino

Source

DOI: 10.12928/TELKOMNIKA.v18i4.13858

Publisher

Universitas Ahmad Dahlan

Date

August 2020

Contributor

Sri Wahyuni

Rights

ISSN: 1693-6930

Relation

http://journal.uad.ac.id/index.php/TELKOMNIKA

Format

PDF

Language

English

Type

Text

Coverage

TELKOMNIKA Telecommunication, Computing, Electronics and Control

Files

Collection

Vol. 18, No. 4 2020

Tags

,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon ,

Citation

Giovanni Daian Rottoli, Hernan Merlino, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Spatial association discovery process using frequent subgraph mining,” Repository Horizon University Indonesia, accessed November 14, 2024, https://repository.horizon.ac.id/items/show/3934.