Latifah, Astidhita Nuraini (2017) Pengelompokan Wilayah Persebaran Indekos dengan Metode K-Means dan Informasi Pengalokasian Akses Jalan dengan Klasifikasi Menggunakan Analisis Data Spasial pada Aplikasi E-commerce CariKos. Undergraduate thesis, Institut Teknologi Sepuluh Nopember.
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Abstract
CariKos adalah aplikasi berbasis web yang dibangun untuk memudahkan antara pemilik indekos dan pencari indekos. Aplikasi ini memiliki sistem yang dapat mengelompokkan wilayah indekos yang ada agar perhitungan menentukan jarak dari suatu cluster indekos ke jurusan kampus di ITS, atau ke tempat fasilitas daerah yang ada disekitar indekos tersebut menjadi lebih mudah.
Selain itu aplikasi CariKos juga dapat menginformasikan kepada pencari indekos untuk melihat informasi akses jalan yang ada pada sekitar wilayah indekos tersebut.
Uji coba dilakukan sebanyak tiga macam uji coba, yaitu uji coba k-means, uji coba analisis spasial, dan ujian fungsionalitas. Uji coba k-means dilakukan dengan menghitung sum squared error dan hasil yang didapat adalah sebesar 0,0003867. Hasil uji coba dari analisis spasial adalah menampilkan peta yang terdapat informasi akses jalan pada wilayah indekos. Dan uji coba fungsionalitas dilakukan oleh 5 orang partisipan untuk menjalankan aplikasi CariKos berdasarkan kasus penggunaan yang diminta.
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CariKos
is a web
-
based application built to make easy
between the homestay owner and the
homecomer. This
application has a system that can group the existing boarding
area for the calculation to determine the distance from a cluster
of board to the college campus at ITS, or to the existing facility
area around the boarder becomes easier.
This
application has a system that can group the existing
boarding area for the calculation to determine the distance from
a cluster of board to the college campus at ITS, or to the existing
facility area around the boarder becomes easier.
In addition, CariKos
application can also inform to the
homestay seeker to see the existing access road information
around the area of
the boardwalk.
The trials were conducted in three different types of
trials, ie k
-
means testing, spatial analysis trials, and functionality
tests. K
-
means test is done by calculating sum squared error and
the
result
is 0.0003867
. The result of the spatial analysis is to
display a map that contains information on the access road on the
boarding area. And the functionality test is performed by 5
participants to run the SearchKos application based on the
requested usage case.
| Item Type: | Thesis (Undergraduate) |
|---|---|
| Uncontrolled Keywords: | Analisis Spasial, E-Commerce, K-Means, Peta, Maps, Spatial Analysis |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software Q Science > QA Mathematics > QA278 Cluster Analysis. Multivariate analysis. Correspondence analysis (Statistics) |
| Divisions: | Faculty of Information Technology > Informatics Engineering > 55201-(S1) Undergraduate Thesis |
| Depositing User: | Astidhita Nuraini Latifah |
| Date Deposited: | 28 Aug 2017 07:14 |
| Last Modified: | 28 Aug 2017 07:14 |
| URI: | http://repository.its.ac.id/id/eprint/42956 |
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