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Rakhmawati, Fibri
Universitas Islam Negeri Sumatera Utara, Indonesia
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ANALISIS PENENTUAN STRATEGI PEMASARAN PRODUK SMARTPHONE MENGGUNAKAN FUZZY GAME THEORY Sekar Ayu Irawan; Fibri Rakhmawati; Dedy Juliandri Panjaitan
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 7, No 3 (2024): August 2024
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v7i3.2152

Abstract

Banyaknya bermunculan produk-produk smartphone terbaru, mengakibatkan persaingan semakin meningkat. Oleh karena itu, perusahan-perusahaan smartphone diharapkan mampu memperkirakan strategi pemasaran apa saja yang terdapat pada kompetitornya serta mampu menganalisis atribut apa saja yang sesuai dengan kebutuhan konsumen. Untuk mendapatkan strategi pemasaran yang tepat yaitu dengan menerapkan metode fuzzy game theory, tujuan dari penelitian ini adalah untuk mendapatkan atribut apa yang diutamakan konsumen agar mendapatkan strategi pemasaran yang optimal dari dua perusahaan smartphone Samsung dan Oppo yang diteliti menggunakan fuzzy game theory dengan mengandalkan atribut-atribut yang diutamakan konsumen. Adapun strategi pemasaran optimalnya adalah strategi harga dan tipe dengan nilai 0,037, smartphone Samsung menggunakan atribut harga untuk memaksimumkan keuntungan, sedangkan smartphone Oppo menggunakan atribut tipe untuk meminimumkan kerugiannya.
ANALISIS PENDUKUNG KEPUTUSAN DALAM PEMILIHAN KUALITAS TEH TERBAIK UNTUK DI EKSPOR PADA PTPN IV UNIT BAH BUTONG MENGGUNAKAN METODE PROMETHEE II Isnani Nurul Deva; Hendra Cipta; Fibri Rakhmawati
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 7, No 3 (2024): August 2024
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v7i3.2140

Abstract

PT Perkebunan Nusantara IV (PTPN IV) Unit Bah Butong merupakan perusahaan yang bergerak di bidang agroindustri perkebunan yang mengembangkan penanaman pohon teh, salah satunya adalah teh hitam. Sebagai perusahaan produksi teh selalu berkomitmen untuk menghasilkan teh dengan kualitas terbaik untuk diekspor. Dalam pemilihan kualitas teh yang diproduksi masih menggunakan sistem pengayakan dan penyaringan belum ada metode lain yang dikembangkan. Pengambilan keputusan merupakan salah satu cara yang bisa digunakan dalam proses prioritas pemilihan teh. Dalam penelitian ini, Metode Promethee II digunakan untuk mencari nilai bobot dari kriteria untuk mencari nilai akhir dan nilai perangkingan Prioritas teh terbaik. Dengan metode Promethee II diharapkan agar dapat membantu pihak PTPN dalam penentuan kualitas teh terbaik dengan hasil yang tepat dan akurat. Berdasarkan hasil perhitungan metode Promethee II, diperoleh hasil perangkingan pada Alternatif produk teh terbaik yang merupakan kategori grade I sesuai dengan ketetapan PTPN dalam pemilihan kualitas teh, yaitu jenis teh DUST dengan total hasil nilai sebesar 0,339. Yang menjadi hasil rangking peringkat pertama dalam penentuan teh terbaik untuk di ekspor.
Analisis Diskriminan Penggunaan Media Sosial di Kalangan Mahasiswa UIN Sumatera Utara Rakhmawati, Fibri; Sari, Rina Filia; Lubis, Riri Syafitri; Simanjuntak, Ruth Mayasari
Jurnal IPTEK Bagi Masyarakat Vol 4 No 2 (2024)
Publisher : Ali Institute of Research and Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55537/jibm.v4i2.1024

Abstract

This study aims to identify significant differences between students who actively use social media and those who do not in the Faculty of Science and Technology at UIN Sumatera Utara, determine distinguishing variables between the two groups, develop a two-factor discrimination model, and test the model's accuracy. The study sampled 1,800 students from 220 study programs, with data collected through a questionnaire. The credibility and validity of the questionnaire were tested using SPSS with Wilk's Lambda and F-test. Discriminant analysis was employed to identify distinguishing variables, such as access, photo uploads, status updates, link sharing, and live stories, and to determine the membership proportions of each group. The results indicate significant differences in behavior between active and inactive social media users, with cross-validation showing a classification accuracy of 77.0%. These findings provide valuable insights into social media usage patterns among university students.
DETERMINING THE OPTIMAL ROUTE OF BULOG RICE DISTRIBUTION USING SEQUENTIAL INSERTION AND NEAREST NEIGHBOUR METHOD Safitri, Yayang; Rakhmawati, Fibri; Aprillia, Rima
JIKO (Jurnal Informatika dan Komputer) Vol 7, No 1 (2024)
Publisher : Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/jiko.v7i1.7443

Abstract

Rice consumption in Indonesia is the 4th highest in the world, with an annual average of 35.3 million tonnes. Apart from that, domestic rice production is relatively low, so finding an optimal distribution pattern to meet Indonesia's food consumption needs is necessary. This research aims to find the best route for rice distribution using sequential insertion and nearest-neighbor methods. The aim is to compare the two methods to determine which is suitable for distributing rice. Apart from that, comparisons are made to find the distribution route with the shortest distance and fastest time. The research results show that the optimal travel distance using the sequential insertion method is t = 1, namely 519 Km with a travel time of 779 minutes. Meanwhile, the optimal travel distance using the nearest neighbor method at r = 1 is 506 km with a travel time of 535 minutes. Thus, this problem's nearest neighbor method performs better than sequential insertion.
Penerapan Model Kealhofer Merton Vasicek Dalam Memperhitungkan Risiko Kredit Motor Rambe, Dwi Wahyuni; Rakhmawati, Fibri
Sains dan Matematika Vol. 9 No. 2 (2024): Oktober, Sains & Matematika
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/sainsmat..v9n2.p32-38

Abstract

Penggunaan sepeda motor di Indonesia meningkat pesat seiring dengan pertumbuhan fasilitas kredit motor yang ditawarkan lembaga keuangan. Adira Finance salah satu penyedia kredit motor yang menghadapi potensi risiko kredit tinggi akibat kurangnya analisis risiko menyeluruh dan sejauh ini analisis risiko kredit belum dilakukan oleh Adira Finance. Penelitian ini bertujuan untuk mengukur risiko kredit di Adira Finance menggunakan model Kealhofer Merton Vasicek (KMV). Hasil yang diperoleh yaitu nilai Expected Default Frequency (EDF) sebesar 6,32%. Dimana nilai EDF merupakan kemungkinan gagal bayar yang dialami perusahaan. Hasil tersebut menunjukkan bahwa kemungkinan kegagalan perusahaan (default) yang dialami oleh Adira Finance menunjukkan angka yang tidak kecil namun tidak besar pula. Adira Finance dapat dinyatakan memiliki modal yang cukup sehingga peluang untuk gagal bayar tidak terlalu besar.   Motorcycle usage in Indonesia has increased rapidly in line with the growth of motorcycle credit facilities offered by financial institutions. Adira Finance, one of the motorcycle credit providers, faces a high potential credit risk due to the lack of comprehensive risk analysis, and thus far, credit risk analysis has not been conducted by Adira Finance. This study aims to measure credit risk at Adira Finance using the Kealhofer Merton Vasicek (KMV) model. The results show an Expected Default Frequency (EDF) of 6.32%, representing the likelihood of default experienced by the company. These findings indicate that the likelihood of default faced by Adira Finance is moderate not negligible, but not excessively high either. Adira Finance can be considered to have sufficient capital, thereby minimizing the risk of default.  
Analisis Survival Menggunakan Regresi Weibull Pada Laju Kesembuhan Pasien Jantung Koroner Cahyani, Widya Wahyu; Rakhmawati, Fibri
Sains dan Matematika Vol. 9 No. 2 (2024): Oktober, Sains & Matematika
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/sainsmat..v9n2.p39-45

Abstract

Penyakit Jantung Koroner (PJK) adalah penyumbatan yang menghambat aliran darah ke jantung sehingga menyebabkan jantung kekurangan oksigen dan nutrisi, terjadi ketika pembuluh darah yang memasok darah ke jantung. Tujuan dari penelitian ini akan mengkaji model persamaan regresi Weibull dari kondisi klinis penderita penyakit jantung koroner dan mengetahui faktor yang mempengaruhi kesembuhan pasien jantung koroner. Regresi Weibull merupakan metode analisis survival yang digunakan untuk mengetahui efek variabel independen dengan data survival sebagai variabel dependen. Kurva Kaplan Meier dilakukan untuk menghitung kurva survival berdasarkan data waktu survival untuk melihat perbedaan antar kelompok dalam satu kurva. Hasil uji parsial menunjukkan bahwa umur, komplikasi, merokok,hipertensi dan obesitas sangat memengaruhi model. Dalam studi kasus ini, model regresi Weibull diperoleh untuk data waktu sembuh pasien jantung koroner sebagai berikut. S(t|x)=exp(-exp(1.3654+0.0874x1+0.0251x2+0.0789x3+0.0404x4+0.0339x5)t)^a.   Coronary Heart Disease CHD occurs when the blood vessels that supply blood to the heart become narrowed or become blocked, blocking blood flow to the heart, causing the heart to lack oxygen and nutrients. The aim of this research is to examine the Weibull regression equation model of the clinical condition of coronary heart disease sufferers and determine the factors that influence the recovery of coronary heart disease patients. Weibull regression is a survival analysis method used to determine the effect of independent variables with survival data as the dependent variable. The Kaplan Meier curve was performed to calculate a survival curve based on survival time data to see differences between groups in one curve. Partial test results show that age, complications, smoking, hypertension and obesity greatly influence the model. In this case study, the Weibull regression model was obtained for data on recovery time for coronary heart patients as follows. S(t|x)=exp(-exp(1.3654+0.0874x1+0.0251x2+0.0789x3+0.0404x4+0.0339x5)t)^a.
Optimization of Salak Fruit Distribution Routes With Vehicle Routing Problem (VRP) Using Clarke And Wright Saving's Simamora, Hasna Ulpa Ujiah; Rakhmawati, Fibri
Mathline : Jurnal Matematika dan Pendidikan Matematika Vol. 8 No. 2 (2023): Mathline: Jurnal Matematika dan Pendidikan Matematika
Publisher : Universitas Wiralodra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31943/mathline.v8i2.434

Abstract

The problem in the Romaromi expedition which is addressed to Padangsidimpuan City, South Tapanuli Regency, Marancar District, precisely in Sugi Julu village which produces salak fruit is that the delivery of goods is done manually and irregularly where the goods are sent from the warehouse to the customer, and back to the warehouse, so it will cost a lot of time and also costs. Furthermore, to determine the allocation of consumers among existing routes, the sequence of routes that are able to go to all consumers from the specified route from vehicles that are able to pass all routes. Based on the problem in question, this study was made with a vehicle routing problem using Clarke and Wright savings or saving matrix by completing the calculation of savings measured from the many reductions between distance traveled and time used, involving nodes also making it one of the best route paths based on the greatest savings value, namely the distance traveled from the starting point to the intended end point. From the results obtained in data processing using Clarke and wright savings as many as 14 distribution routes. This shows that the Clarke and wright savings algorithm can minimize distance and also save company expenses.
Analysis of The Selection of The Best Arabica Coffee Beans Using Apriori Algorithms Ridwan, Muhammad; Rakhmawati , Fibri
Mathline : Jurnal Matematika dan Pendidikan Matematika Vol. 8 No. 2 (2023): Mathline: Jurnal Matematika dan Pendidikan Matematika
Publisher : Universitas Wiralodra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31943/mathline.v8i2.437

Abstract

One of the coffee producers in North Sumatra is Karo Regency. Currently, the growth of coffee production in Indonesia is still hampered by the low quality of the coffee beans produced, which affects the development of the final coffee production. coffee, both in terms of selecting the best coffee beans and in terms of processing and benefits. To overcome this problem requires a system that can assist in making decisions regarding the selection of the best Arabica coffee beans with association pattern rules. As for applying associative rules to the selection of the best Arabica coffee beans in Tanah Karo between item combinations so as to form an itemset combination pattern and the Apriori Algorithm. Important association rules can be known with 2 parameters, namely, minimum support (the percentage of item combinations in the database) and minimum confidence (the strength of the relationship between items in the associative rules), both of which are determined by the user. The results of data mining calculations using the Apriori algorithm, data on the assessment of Mr. RM's coffee beans with a minimum support of 25% and a minimum confidence of 75%, form seven rules for Mr. RM's coffee beans. One of the best rules is that if the selection of Normal Bean Presentation is on the Andungsari 1, Andungsari 2, and Komasti coffee varieties, then with a 100% probability the selection on Leaf Rust Resistance will also be good for the selection of Andungsari 1, Andungsari 2, and Komasti coffee varieties. The best selection combination is {BN,B,KD,A} with a 100% confidence level and has the highest lift value, namely, 3.70.
Optimization of Sipirok Woven Fabric Production Using Fuzzy-Multi Objective Linear Program Nurjanna, Nurjanna; Rakhmawati , Fibri
Mathline : Jurnal Matematika dan Pendidikan Matematika Vol. 8 No. 3 (2023): Mathline: Jurnal Matematika dan Pendidikan Matematika
Publisher : Universitas Wiralodra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31943/mathline.v8i3.504

Abstract

The Sipirok woven fabric industry is one of the industrial characteristics of South Tapanuli Regency in North Sumatra. In general, the challenges encountered in the industry are related to production optimization. There have been numerous research on production optimization that use mathematical methods such as the simplex method. However, the simplex technique has limits, as it only has one objective function. As a result, the Fuzzy Multi-Objective Linear Program method is employed in this study. Because Fuzzy Multi-Objective linear program includes two objective functions, maximizing profits and reducing/minimizing processing time, it can be used to tackle optimization issues in the Sipirok woven fabric company. This sort of research employs primary data, specifically interviews and direct observation at the research site, the Sipirok Woven Fabric Industry. This study's calculations were supplemented by the simplex method, which was then followed by the two-phase simplex method to generate the ultimate outcome of woven fabric manufacture. The woven fabric industry now produces 472 units of Samuel's woven fabric, with a maximum profit of Rp. 37,920,000 and a minimum processing time of 7,110 hours, where the variable value λ is 0.10 to represent the maximum degree of each objective function.
Pengaruh Penerapan Pendekatan Diferensiasi terhadap Kemampuan Pemecahan Masalah Matematis Siswa pada Materi Bentuk Aljabar Azura, Fatma Mayzatul; Rakhmawati, Fibri
Jurnal Pendidikan Matematika : Judika Education Vol 7 No 2 (2024): Jurnal Pendidikan Matematika:Judika Education
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/judika.v7i2.12737

Abstract

This research aims to find out how the application approach influences students' ability to solve mathematical problems using algebra material. The differentiation approach used is process differentiation. This research uses a quantitative research approach with experimental methods in class VII Budisatrya Private Middle School. This research sample consisted of two groups, namely the experimental group VII-2, 25 students who used a differentiation approach, and the control group, Class VII-1, 25 students who used the conventional approach. This research design uses Pretest – Posttest Control Group Design. Research data was collected through mathematical problem solving ability tests both at the pre-test and post-test stages. The results of the analysis using the Independent Sample t Test with the IBM SPSS program showed results with one-sided and two-sided significance of p<0.001, which means that students who used the process differentiation approach were better at solving mathematical problems compared to students who used the conventional approach. In simple terms, the use of the process differentiation approach has a significant influence on students' ability to solve mathematical problems in algebraic material. Keywords: Differentiated Learning, Problem Solving Ability
Co-Authors Ade Al Khairun Ni’mah Br. Sitorus Afri, Lisa Dwi Aisyah Aisyah Akbar, Sabila Alfauzan Ramadhanny Simangunsong Ammamiarihta Ammamiarihta Ana Uzla Batubara Andhany, Ella Andini, Rizka Tri Anggi Maulida Anggi Reviani Pulungan Anggini Hasanah Anggriany, Nabila Angraini, Rini Anjelina, Repina Aprillia, Rima Arianti, Mei Yunina Arifta, Ega Arini Arini Aslam, Fazri Asrun Dabutar Astuti, Safariah Aulia Rahma Tambusai Azura, Fatma Mayzatul Batubara, Misbah Bella Syahrani Nasution Bella Syahrani Nasution Cahyani, Widya Wahyu Cellia Clara, Nur Dalimunthe, Sri Wahyuni Daulay, Lily Sardiani Dedy Juliandri Panjaitan Deva Rezky Ramadhani Devi Umi Solehah Devika Muhyar Ritonga Dian Maya Sari Ditta Arsyilviasari Dwi Agustin, Susan Dwita Sari, Venny Eka Khairani Hasibuan Ella Budi Lestari Erdisyah Yusuf, Kinanti Eva Yuliani Fadhillah, Nurul Fakhraini Zahra Afifa Farhan, luthfi Fauza, Gita Dwi Fauziah Azzahra Fauziyyah, Sari Fetrisia Siregar Fikri Nur Ardiansyah Fitri Handayani Fitri Handayani Fitri Hidayah Friska Putri Ariyati Handayani, Septia Hasanah , Rusi Ulfa Hasibuan, Eka Khairani Hasibuan, Mega Utami hasibuan, Seri minta uba Hendra Cipta Heni Pujiastuti Huda Prasetya, Nurul Husnul Fadhillah Ika Milia Wahyuni Siregar Ika Regitami Siregar IMRAN SINAGA, ALI Indriyani Indriyani Irawan, Dandi Ismail Husein, Ismail Isnani Nurul Deva Isnanita, Nur Jumianti Ritonga Juwita, Jenni Kamalia, Lailatun Nur Kania Utari Khadijah Khadijah Khairul Annas, Muhammad Latifah Marhamah Harahap Lestari, Devi Tri Lili Anjar Wati Lubis, Nur Ainun Luthfi, Hannia Mangunsong, Elvira Yolanda Marwiyah, Masringgit Masganti Sit Masriah Nasution Maulidya Asrianti Maulidya Khairani Mei Yunina Arianti Mery Fittria Mery Fittria Mesiono, Mesiono Mhd Ikhsan Rifki Mhd. Siddik Sinaga Misbah Batubara Muhammad Fery Prayoga Muhammad Husen Ritonga Muhammad Ilham Syahputra Muhammad Iqbal Fahri Muhammad Iqbal Fahri Muhammad Khairul Annas Muhammad Nuh Muhammad Reja Sinaga Muhammad Ridwan Muhammad Yasir Mukminah Mardiah Mutiara Amanda Nabilla, Sofia Nahar, Syamsu Nanda Maylany Akbar Nasution, Ainil Hafizha Nasution, Masriah Nasution, Pauziah Neliwati Neliwati Nenna Irsa Syahputri Nenna Irsa Syahputri Ningsih, Titik Ni’mah Br. Sitorus, Ade Al Khairun Nur Aini Tarigan Nur Lela Nur Leli Nur Nasution, Wahyudin Nur Syahidah Ayu Nurhajizah, Nurhajizah Nurjanah Nurjanna Nurjanna Nurjannah Nasution Nurma Indah Sari Nurma Sari Nurmadani, Nurmadani Nurmawati Nurmawati Nurmawati Nurmawati Nursalum, Raisa NURUL QOMARIYAH Perli Pujiana Prayetno, Rafika Sari Puji Syahputri Putra, Fani Darmawan Putri Miranti Harahap Putri Rahma Novia Putri, Dinda Kusuma Rahmadani, Devy Rahmaini Rahmaini Rahmaini Rahmi, Yulia Rahmita, Nelly Ramadhani, Rika Rambe, Dwi Wahyuni Rambe, Muhammad Vikry Rezki Rambe, Siti Rahmi Rangkuti, Abriadi Rangkuti, Robiatul Adawiyah Rani Endriani Rani Nurisa Tanjung Ratri Nurfitriah Ratri Nurfitriah Reflina Rhama Desvitha Sari Rima Aprilia Rima Aprilia Rima Aprilia Rina Filia Sari Rina Filia Sari Rina Filia Sari, Rina Filia Rina Widyasari Rina Widyasari Rini Ade Willana Riri Syafitri Lubis Ritonga, Devika Muhyar Ritonga, Muhammad Husen Rora Rizky Wandini RR. Ella Evrita Hestiandari Rully Rumaida Rustam Ruth Mayasari Simanjuntak safitri, yayang Sajaratud Dur Sajaratud Dur Sajaratud Dur Sajaratud Dur, Sajaratud Salasa Riana, Dwi Salminawati Sari Fauziyyah Sari, Atika Mayang Sari, Dinda Sekar Ayu Irawan Selly Madela Br Ginting Seprina, Dita Silvia Harleni Simamora, Hasna Ulpa Ujiah Simangunsong, Alfauzan Ramadhanny Siregar, Ika Milia Wahyuni Siregar, Machrani Adi Putri Sit, Masganti Siti Chatijah Siti Maysarah Siti Nurhaliza Sri Fatimah Sri Wahyuni Sri Wahyuni Dalimunthe Suaibah Aslamiyah Harahap SULASTRI Surayya Aulia Susan Dwi Agustin Sutarman Sutarman Sutarman Sutarman Sutarman, Sutarman Syahfitri, Fadila Inka Syahfitri, Siska Diah Syahputra, Fakhri Ananda Syahputra, Mario Syamsu Nahar Syamsu Nahar Syamsu Nahar Syamsu Nahar Syaputri Batubara, Fauziyah Syilviani Syilviani Tambusai, Aulia Rahma Tanjung, Rani Nurisa Thoibah Thoibah Trima Lestari Wahono, Sielve Suwanda Wahyudin Nur Nasution Wahyudin Nur Nasution, Wahyudin Nur Widyasar, Rina Widyasari, Rina Winda, Tamara Wisnu Syahputra Wulan Dari, Wulan Yahfizam Yahfizam Yahfizam Yahfizham Yahfizham Yumna, Yaumi Yuni Kartika Kartika Yusnita Nurul Azzahra Yusra Habibah Laily Zahwa Syah Putri