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Perbandingan Algoritma Reduksi Tipe pada Fuzzy Tipe-2 Humaira, Mira
MATICS Vol 1, No 1 (2014): Matics
Publisher : Department of Informatics Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (302.594 KB) | DOI: 10.18860/mat.v1i1.2642

Abstract

Type-2 Fuzzy became populer because it’s capability handles uncertainty more better. It effects computational cost. This research insurance that there is algorithm having good performance ie. EIASC. It has short time if count of N is small.   Index Terms—EIASC Algorithm, Type-2 Fuzzy
Sistem Keamanan Pintu Rumah Berbasis Cloud Computing Humaira; Alfajri Maulana Ibrahim; Alde Alanda
JITSI : Jurnal Ilmiah Teknologi Sistem Informasi Vol 3 No 1 (2022)
Publisher : Jurusan Teknologi Informasi - Politeknik Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/jitsi.3.1.56

Abstract

Sistem door security ini diciptakan agar dapat memantau lingkungan sekitar area jangkauan dari alat ini. Sistem ini bekerja dengan menggunakan pantulan sinyal ultrasonic dari Sensor jarak yang terhubung ke server database dan terekam pada aplikasi Android User. Sistem ini menggunakan Arduino Mega, Wemos D1 R2, sensor jarak, kamera vc0706, selonid doorlock, dan buzzer. System kerjanya sensor jarak akan diterima di Arduino Mega dan dikirim ke Wemos D1 R2 menggunakan software serial yang data akan dikirim ke database menggunakan jaringan internet yang terhubung di Wemos.
The Comprehensive Mamdani Inference to Support Scholarship Grantee Decision - Humaira; - Rasyidah; - Junaldi; Indri Rahmayuni
JOIV : International Journal on Informatics Visualization Vol 5, No 2 (2021)
Publisher : Politeknik Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.5.2.449

Abstract

Fuzzy Mamdani has been mostly used in various disciplines of science. Its ability to map the input-output in the form of a surface becomes an interesting thing. This research took DSS case of a scholarship grantee. Many criteria in taking a decision need to be simplified so that the result obtained remains intuitive. The model completion by conducting two stages consisted of two phases. The first phase consists of four FIS blocks. The second phase consists of one FIS block. The FIS design in the first phase was designed in such a way so that the output obtained has a big score interval. FIS output at the first phase will become FIS input at the second phase. This big value range becomes good input at FIS in the second phase. Each FIS block has different total input. Until the surface formed must be seen from various dimensions to assure trend surface increasing or decreasing softly. This kind of thing is conducted by observing the movement of output dots kept for its soft surface form. The output dots change influenced by the membership function, the regulations used, total fuzzy set, and parameter value of membership function. This research used the Gaussian membership function. The Gaussian membership function is highly suitable for this DSS case. This article also explains the usage of a fuzzy set in each input, the parameter from the membership function, and the input value range. After observing the surface form with an intuitive approach, then this model needs to be evaluated. The evaluation was done to measure the model performance using Confusion Matrix. The result of model performance obtained accuracy in the amount of 85%.
Comparative Study of Type-1 and Type-2 Fuzzy System in Decision Support System Humaira Humaira; Yance Sonatha; Cipto Prabowo; Hidra Amnur; Rita Afyenni
Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Vol 6, No 3: September 2018
Publisher : IAES Indonesian Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52549/ijeei.v6i3.391

Abstract

This study compares the Type-1 Fuzzy and Interval Type-2 Fuzzy in Decision Support System (DSS). Particular case studied in this paper deals with supplier selection for development of new product. DSS is developed to recommend a decision to provide assessment criteria on the supplier. All the type of membership functions and rules between these systems are equally applied. It is shown that  in Type-2 Fuzzy can manage the level of uncertainty in decision making. In general, both systems have a surface resemblance. The result shows that type-2 Fuzzy based decision making with a level of uncertainty is able to provide alternative decisions.
ANALISIS SISTIM INFORMASI AKADEMIK BERBASIS WEB MENGGUNAKAN MODEL KANO Humaira Humaira; Indri Rahmayuni; Defni Defni
Jurnal Momentum ISSN 1693-752X Vol 18, No 1 (2016): Volume 18 No. 1 Februari 2016
Publisher : ITP Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (238.912 KB)

Abstract

Metode yang digunakan dalam pembangunan Sistem Informasi Akademik adalah metode Spiral. Metode ini sangat cocok diimplementasikan untuk pengembangan sistem yang menitikberatkan pada evaluasi dan analisa resiko.  Analisa resiko pada penelitian ini menggunakan model Kano. Analisa kepuasan pengguna terhadap fungsionalitas sistem informasi akademik menghasilkan bahwa 92% fungsionalitas telah dapat memuaskan pengguna. Key words : siakad, web, model kano
Improving Waste Bank Management Performance in Padang Pariaman Humaira Humaira; Fanny Laura; Rika Idmayanti; Rasyidah Rasyidah; Fazrol Rozi
MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering Vol 3 No 1 (2021): Motivection : Journal of Mechanical, Electrical and Industrial Engineering
Publisher : Indonesian Mechanical Electrical and Industrial Research Society (IMEIRS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (438.195 KB) | DOI: 10.46574/motivection.v3i1.83

Abstract

The Nazhafa Garbage Bank is part of a Municipally owned corporation called BUMnag Pekandangan Emas, Padang Pariaman City. Cash data processing is still written in a book and MS Excel files. This resulted in the data not being recorded optimally. It takes long time to search for data, process transaction data and sometimes late payment of salaries to officers. Therefore, an information system for cash receipts and disbursements and remuneration was built at the Nazhafa Garbage Bank. This information system is built using codeigniter framework and MySQL DBMS. The final result is an information system that processes cash and salary data. With this system, you can record sales, record purchases, and record salaries every day or every month. This system can minimize the possibility of errors in data. This system improves the management performance of the Nazhafa Waste Bank. Bank Sampah Nazhafa merupakan bagian dari badan usaha milik nagari atau disingkat dengan BUMnag Pakandangan Emas Kota Padang Pariaman. Pengolahan data kas masih ditulis dalam buku agenda, memerlukan waktu lama untuk mencari data, mengolah data transaksi pada data penerimaan dan pengeluaran kas, dan pemberian gaji ke pegawai. Sistem informasi penerimaan dan pengeluaran kas serta penggajian dibangun untuk mengelola data penerimaan kas dan pengeluaran kas serta penggajian pada Bank Sampah Nazhafa. Sistem ini menggunakan framework codeigniter dan DBMS MySQL. Hasil akhir didapati sebuah sistem informasi yang melakukan pengolahan data kas dan data gaji, mendata penjualan, mendata pembelian, dan mendata gaji setiap hari ataupun setiap bulannya. Sistem ini meningkatkan kinerja pengelolaan pada Bank Sampah Nazhafa.
Aplikasi Info Pariwisata Kabupaten Solok Selatan Berbasis Android Vivi Hasti Mayanti; Hidra Amnur; Humaira Humaira; Dwiny Meidelfi
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 2 No 3 (2018): Desember 2018
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (726.461 KB) | DOI: 10.29207/resti.v2i3.471

Abstract

Solok Selatan Regency is a Regency in the eastern part of the province of West Sumatra. In the County many interesting attractions to visit. As nature tourism, cultural tourism, historical tourism, culinary tourism, and lodging. There has been no use of the android technology to publish existing tourism in Solok Selatan Regency, so information on tourism objects do not meet the attraction of tourists. Tourism android-based applications are used to facilitate tourists in exposing and searching for tourism information in Solok Selatan District. This application can be used as a medium of information at once media Solok Selatan District tourism promotion. This application using GPS on Smartphones to find out the location of the user application and instructions the way to tourist sites through the Google Map. There is a menu to share sights form images to a variety of social media or tools provided on the smartphone, as well as the rating menu to perform the assessment of the tourism objects in the form of the input value rating.
Implementasi Algoritma Haversine Pada Absensi Kepegawaian Berbasis Android Hidayatul Sidiq; Deni Satria; Humaira
Journal of Applied Computer Science and Technology Vol 3 No 1 (2022): Juni 2022
Publisher : Indonesian Society of Applied Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52158/jacost.v3i1.263

Abstract

At this time the development of the era is much influenced by technology. This development has an impact on various aspects and fields in the expected life in the field of employment. Al-Azhar 32 Padang Islamic Elementary School is one of the private schools located in the city of Padang, West Sumatra. Al-Azhar schools have staff such as principals, teachers and administration so that the data entered is quite a lot.The staffing system at the Al-Azhar school is still manual by inputting it with excel. To take attendance at the employee using fingerprints and some use the attendance form. However, errors often occur during scanning because the scanner cannot detect someone's finger when the scanner is dirty. So that many employees update attendance by filling out the attendance update form. Given the problems above, it is possible to propose a mobile-based personnel application system. This staffing application has various features that can be used for taking attendance, leave forms, attendance history, school information, and employee profiles. This Android-based attendance can only be taken around the school or less than 20 meters from the school distance. To find out the distance between th0e user and the school, this attendance application uses the haversine algorithm to measure the distance between the user and the school
Pemanfaatan Metode Kano Untuk Menilai Tingkat Kepuasan Pengguna Terhadap Fungsionalitas Sistem Informasi Kepegawaian (Studi Kasus : AKNP Pelalawan) Indri Rahmayuni; Humaira Humaira; Defni Defni
Jurnal Inovtek Polbeng Seri Informatika Vol 1, No 2 (2016)
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (558.189 KB) | DOI: 10.35314/isi.v1i2.132

Abstract

Intisari - Pada Akademi Komunitas Negeri Pelalawan (AKNP) diperlukan sebuah sistem informasi yang nantinya akan memudahkan pengelola dalam mengolah data-data yang berhubungan dengan kepegawaian sehingga data tersebut tersimpan dan terkelola dengan baik menggunakan sebuah basis data. Sistem informasi kepegawaian ini memiliki 36 buah fungsionalitas/fitur. Kepuasan pengguna terhadap fungsionalitas sistem ini akan dianalisis menggunakan metode Kano. Kusioner Kano yang dibuat  berdasarkan  fungsionalitas  sistem  disebar  kepada  24  orang  responden  yang  merupakan pengguna  sistem ini.  Dari pengolahan  kuisioner,  didapatkan  bahwa  seluruh  fungsionalitas sistem berada pada kategori one-dimensional dimana seluruh fitur telah memenuhi kebutuhan kinerja sistem. Oleh karena itu pengembangan/perbaikan sistem informasi akan difokuskan pada penambahan fitur yang menambah daya tarik sistem informasi. Kata Kunci - sistem informasi kepegawaian, kepuasan pengguna, metode Kano
FUZZY TIPE-2 MAMDANI UNTUK MENDUKUNG PENGAMBILAN KEPUTUSAN Humaira
Jurnal Teknoif Teknik Informatika Institut Teknologi Padang Vol 2 No 1 (2014): JURNAL TEKNOIF ITP
Publisher : ITP Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1027.204 KB) | DOI: 10.21063/jtif.2014.V2.1.47-55

Abstract

The main concept of fuzzy logic is addressing problems that contain uncertainty. Fuzzy System was implemented successly in any field. The first fuzzy is known as type-1 fuzzy. Some time ago, Prof. . Zadeh realize that type-1 fuzzy membership functions is actually a crisp as well . Then in 1975 Prof . Zadeh discovered type- 2 fuzzy logic. However , type- 2 fuzzy logic became popular in early 2000 . According to Jerry Mendel type- 2 fuzzy logic used to model and minimize the effects of uncertainties that may occur on fuzzy logic. The research will analyze one case in DSS (Decision Support System) ie. Selection of supplier for development new product. It is implemented using Mamdani Inference. The result that reduction type with cos (center of sets) method gets I/O surface smoother. Then Interval chanding of Membership Function influence varied recommend decision.