Prediksi Tingkat Kualitas Rendemen Tebu Dengan Metode Ahp – Topsis

AsadShahab, Abdullah (2016) Prediksi Tingkat Kualitas Rendemen Tebu Dengan Metode Ahp – Topsis. Sarjana thesis, Universitas Brawijaya.

Abstract

Dalam kehidupan sehari-hari, aktifitas yang dijalani sangatlah padat sehingga membuat masyarakat merasa monoton dan tertekan. Oleh karena itu, masyarakat membutuhkan wisata. Banyaknya pilihan wisata membuat masyarakat merasa bingung untuk menentukan tujuan wisata sehingga dibutuhkan pilihan paket wisata. Paket wisata harus memenuhi beberapa kriteria seperti budget, lokasi dan lain-lain. Permasalahan dalam membuat paket wisata dapat diselesaikan dengan menggunakan jenis penyelesaian MCDM (multi-criteria Decision Making) yaitu melakukan rekomendasi penentuan paket wisata. MCDM membutuhkan attribut, obyektif dan tujuan yang didasarkan dalam kriteria, sedangkan kriteria didapatkan dari kebutuhan serta nilai yang diinginkan. Metode yang mendukung MCDM adalah metode AHP dan TOPSIS. Metode AHP (Analytic Hierarchy Process) digunakan untuk melakukan pembobotan kriteria yang ada pada user, sedangkan metode TOPSIS (Technique Order Preference by Similarity to Ideal Solution) digunakan untuk melakukan peringkatan dari masing-masing paket wisata untuk di lakukan rekomendasi terhadap user. Setelah melakukan implementasi, dilakukan pengujian terhadap beberapa user sebanyak 50 orang. Masing-masing user melakukan input perbandingan bobot kriteria yang berbeda. Setelah sistem melakukan perhitungan, maka pakar melakukan pengecekan terhadap hasil dari perhitungan tersebut. Pakar memeriksa apakah hasil tersebut sesuai dengan paket wisata yang diinginkan oleh user. Pengujian yang dilakukan terhadap 50 user menghasilkan akurasi sebesar 72%. Selain menguji terhadap user, pengujian juga dilakukan terhadap pakar. Pakar menentukan nilai prioritas dan bukan prioritas dan menghasilkan akurasi sebesar 32%.

English Abstract

In everyday life, the activity undertaken is very dense so as to make people feel monotonous and depressed. Therefore, what people need are vacation. The number of tourism objects make people feel confused to determine the destination so that required travel package options. Travel package must meet certain criterias such as budget, location, and others. Problems in making travel packages can be solved by using MCDM (Multi-Criteria Decision Making) that determine travel packages recommendation.MCDM require attributes, goals and objectives based on the criteria, while the criteria derived from the needs and the desired value.The method that support MCDM are AHP and TOPSIS. AHP (Analytic Hierarchy Process) is used to perform the weighting of criteria, while the method of TOPSIS (Technique Order Preference by Similarity to Ideal Solution) is used to give rank of each travel package. Once implemented, the system was tested against 50 users. Each user perform a comparison input weights on different criteria. After calculation, the expert check the results from the system. The expert check whether the results are suitable with the travel package desired by the user. Tests were conducted on 50 user generates an accuracy of 72%. In addition to testing the user, the test was also conducted on expert. The expert determine the priority value and not a priority and generates an accuracy of 32%.

Item Type:	Thesis (Sarjana)
Identification Number:	SKR/FTIK/2016/559/051610842
Subjects:	000 Computer science, information and general works > 005 Computer programming, programs, data
Divisions:	Fakultas Ilmu Komputer > Teknik Informatika
Depositing User:	Sugiantoro
Date Deposited:	11 Nov 2016 15:50
Last Modified:	21 Oct 2021 17:50
URI:	http://repository.ub.ac.id/id/eprint/147133

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