Nursalim, Felix (2025) Analisis harga penjualan mobil bekas merek Ford di negara United Kingdom (UK) menggunakan metode linear regression dan simple additive weighting. Bachelor thesis, Universitas Pelita Harapan.
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Abstract
Dengan semakin meningkatnya jumlah mobil baru yang diproduksi dan
munculnya berbagai model baru berdampak dengan bertambahnya jumlah mobil bekas
yang menimbulkan peluang bisnis bagi penjual. Untuk membantu proses analisis harga
penjualan mobil bekas bermerek Ford, maka diperlukan sebuah model Machine Learning
dengan menggunakan metode Linear Regression dan Simple Additive Weighting (SAW).
Pengumpulan data dilakukan pada penelitian ini yaitu dengan pencarian online dari situs
www.kaggle.com. Dataset yang diperoleh dari situs tersebut akan melewati prosesfiltering
data terlebih dahulu. Setelah itu, hasil filtering data akan digunakan untuk proses analisis
perhitungan dan visualisasi data. Dari hasil penelitian dapat dibuktikan bahwa, data
mileage, Miles Per Gallon (MPG), dan engine size dapat mempengaruhi naik turunnya
harga serta jumlah peminat untuk membeli mobil bekas bermerek Ford di negara United
Kingdom (UK).
/
With the increasing number of new cars produced and the emergence of various
new models, the number of used cars has increased, creating business opportunities for
sellers. To help the process of analyzing the sales price of Ford-branded used cars, a
Machine Learning model is needed using the Linear Regression and Simple Additive
Weighting (SAW) methods. Data collection was carried out in this study, namely by
searching online from the site www.kaggle.com. The dataset obtained from the site will be
filtered through data process filter first. After that, the results of data filtering will be used
for the calculation analysis process and data visualization. From the research results, it
can be proven that mileage, Miles Per Gallon (MPG), and engine size data can affect the
rise and fall of prices and the number of enthusiasts to buy Ford-branded used cars in the
United Kingdom (UK).
Item Type: | Thesis (Bachelor) |
---|---|
Creators: | Creators NIM Email ORCID Nursalim, Felix NIM03082180021 ghosthunter090900@gmail.com UNSPECIFIED |
Contributors: | Contribution Contributors NIDN/NIDK Email Thesis advisor Ferawaty, Ferawaty NIDN0127047701 ferawaty.fik@uph.edu |
Uncontrolled Keywords: | harga; mobil bekas; Ford; linear regression; simple additive weighting |
Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
Divisions: | University Subject > Current > Faculty/School - UPH Medan > School of Information Science and Technology > Informatics Current > Faculty/School - UPH Medan > School of Information Science and Technology > Informatics |
Depositing User: | Felix Nursalim |
Date Deposited: | 18 Jul 2025 08:00 |
Last Modified: | 18 Jul 2025 08:00 |
URI: | http://repository.uph.edu/id/eprint/69661 |