ACADSTAFF UGM

CREATION
Title : MODIFIED AGGLOMERATIVE CLUSTERING WITH LOCATION QUOTIENT FOR IDENTIFICATION OF REGIONAL POTENTIAL SECTOR
Author :

Munandar Hasan (1) Dr. Azhari, MT. (2) Aina Musdholifah, S.Kom., M.Kom. Ph.D (3) Lincolin Arsyad, Prof. Dr., M.Sc. (4)

Date : 2017
Keyword : GDRP, HAC, LQ, MACLoQ, Potential Sector GDRP, HAC, LQ, MACLoQ, Potential Sector
Abstract : Clustering studies, especially on the hierarchical agglomerative cluster (HAC) have proliferated over the recent years. Many studies used several HAC techniq ues to identify the proximity of one object of a da ta with another objects to find correlations between b oth for specific needs. Some studies in regional economics field utilizied this technique for to ide ntify gaps of development by observing the proximit y of achievements of development among regions. But ther e have been a few discussion related to identifying potential sectors owned in certain regions regardin g using this technique. This research was conducted to develop a hybrid algorithm between HAC with Locatio n Quotient (LQ) for potential sectors owned by a certain region. Data on sector of PDRB / GDRP in 31 regencies in Central Java province in 2012 are used to test the developed algorithms. The result showed that 279 of Sector Data of PDRB / GDRP were divided into two main group, i.e. the cluster LQ > 1 reache s as many as 125 Sector data from different regenci es (as a potential sectors of a region). The remaining 154 sector data were classified into into cluster LQ < 1(as a non-potential sectors of a region).
Group of Knowledge : Ilmu Komputer
Original Language : English
Level : Internasional
Status :
Published
Document
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