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Penerapan Algoritma Fuzzy C-Means untuk Klasterisasi Customer Lifetime Value menggunakan Model LRFMD Ramadhani, Indah; Afdal, M; Mustakim, Mustakim; Zarnelly, Zarnelly
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 8, No 3 (2024): Juli 2024
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v8i3.7613

Abstract

PT X is a retail company engaged in printing. The company has not differentiated between information about profitable and unprofitable customers for the company. Transaction data is only used as profit and loss information so they do not know the characteristics of the customers they have. In addition, the lack of extensive services in the merchandise category is one of the reasons the company's revenue has not reached the predetermined target. Currently, the company has opened additional services in the merchandise field. This research aims to identify customer segmentation as well as analyze the characteristics and provide a strategy proposal that will be submitted to PT. X. Customer loyalty and characteristics have a significant impact on a company. To identify customers who show loyalty to the company, the Fuzzy C-Means algorithm is used to perform clustering, using the Davies Bouldin Index (DBI) to evaluate the clustering results. The model used is in accordance with the principles of Length, Recency, Frequency, Monetary and Diversity (LRFMD) to categorize purchasing patterns. By analyzing LRFMD variables, it is possible to identify customers who are loyal to the company and those who are not. This research produces 6 clusters with the best cluster or supestar customer in cluster 6, the second best value customer or golden customer is cluster 2, the average value customer or typical customer is cluster 4 and 5 and the lowest cluster or dormant customer is in cluster 3.
Implementasi Algoritma Fuzzy C-Means menggunakan Model LRFM untuk Mendukung Strategi Pengelolaan Pelanggan Aini, Delvi Nur; Afdal, M.; Novita, Rice; Mustakim, Mustakim
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 8, No 3 (2024): Juli 2024
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v8i3.7616

Abstract

The same treatment of all customers will cause customers who are not so valuable to become value destroyers in the concept of Customer Relationship Management. Providing discounts and promos to all customers without differentiating customer segments has not provided significant benefits for a company. These two things are being experienced by BC 4 HNI Pekanbaru, so changes are needed in evaluating the strategies taken to maintain relationships with customers and form segments according to customer characteristics. Customer segments can be analyzed from sales transaction data. The purpose of this study is to manage and group sales transaction data in determining customer segmentation so that the strategy is more targeted. The analysis of customer transaction data was carried out by grouping the data using the Fuzzy C-means algorithm and the length, recency, frequency, monetary (LRFM) model, and AHP weighting.  The formation of the number of validated clusters of the silhouette index and ranking is carried out by multiplying the weight of AHP to find the customer lifetime value (CLV) so that it can be known which customer groups provide high value to the company. The result of this study is that BC 4 HNI Pekanbaru customers are grouped into 2 segments, namely the potential customer group which has a fairly frequent transaction value with an average monetary value of Rp. 2,802,495.00 and a fairly high number of transactions contribute greatly to the Company and the new customer group which means a new customer segment with uncertain funds, an average monetary of Rp. 104,567.00. Based on the segment, BC 4 HNI Pekanbaru can carry out a strategy in managing its customers according to the type of segment generated from this research.
Literasi Pertanian dan Pengaruhnya Terhadap Produktivitas Hasil Panen di Indonesia Nacing, Nursyawal Nursyawal; Ismaya, Ismaya; Mustakim, Mustakim; Elihami, Elihami
Maktabatun: Jurnal Perpustakaan dan Informasi Vol 3 No 2 (2023): Maktabatun: Jurnal Perpustakaan dan Informasi
Publisher : Prodi Perpustakaan dan Sains Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Abstract: The study conducted at Universitas Muhammadiyah Enrekang in January 2023 used content analysis to analyze data from various literature sources. The research aimed to understand the role of literacy in enhancing the productivity of farmers, as it contributes to more effective and sustainable farming practices. Factors influencing literacy include formal education, access to information and training, membership in the farmer's group or organization, and farmer's experience. Social-economic factors such as poverty, unemployment, and lack of education also affect literacy levels. The study found that farmers with better literacy levels have better agricultural productivity. This is due to better access to information, better training, and better knowledge of modern farming practices. Additionally, farmers with better literacy levels are more likely to adopt modern farming technologies, such as modern irrigation systems, greenhouses, and greenhouse technology. To improve literacy levels in farmers, measures such as providing more information and training, developing relevant non-formal education programs, and fostering collaboration between government, research institutions, and farmer organizations are needed.
Analysis of Nursing Care for Patients with Impaired Skin Integrity by Providing Back Massage in Intracerebral Hemorrage Cases Zahro, Siti Fatimatus; Murtaqib, Murtaqib; Sutawardana, Jon Hafan; Mustakim, Mustakim
Pustaka Kesehatan Vol 12 No 1 (2024): Volume 12 No.1, 2024
Publisher : UPT Percetakan dan Penerbitan Universitas Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/pk.v12i1.38037

Abstract

Intracerebral Hemorrhage (ICH) occurs due to the presence of cerebral hemorrhage as a result of rupture of blood vessels in the brain tissue. Clinically Intracerebral Hemorrhage can be characterized by the presence of a decrease in consciousness. So that bed rest is one of a person's efforts in restoring his condition by lying in bed for a long time. It is at risk for experiencing impaired skin integrity. One of the skin integrity disorders that occurs in clients with bed rest is a decubitus ulcer. Skin care is one of the efforts to improve pressure sores by providing back massage therapy. This study aimed to analyze the nursing care of Skin Integrity Disorder patients by giving back massage in ICH cases in the Jasmine room of Dr. Soebandi Jember Hospital. The design of this study is descriptive in the form of a case study in patient who experienced redness of the skin of his back due to prolonged bed rest. After being given a back massage for 2 x 24 hours for 3 days, the patient experienced a change in skin integrity as evidenced by reduced redness of the skin. The administration of back massage therapy is effective in reducing the problem of skin integrity disorders in intracerebral hemorrhage patients who are lying down
Analisis Keseimbangan Lintasan Untuk Mengatasi Penumpukan Bahan Baku Dan Meningkatkan Kapasitas Produksi PT. Manunggal Indowood Investindo Nugraha, Andhika Ghalyh; Mustakim, Mustakim; Handayani, Dwi Iryaning Handayani
IMEJ (Jurnal Teknik dan Managemen Industri) Vol 2 No 2 (2024)
Publisher : Universitas PGRI Ronggolawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55719/imej.v3i1.1177

Abstract

PT. Manunggal Indowood Investindo is a company that produces plywood that prioritizes quality and production capacity in order to gain the trust of consumers. This improvement can be obtained by improving the production process which is still hampered. This research aims to determine the optimal trajectory balance using the Ranked Position Weight and Reggion Approach methods with a research object measuring 4.6 mm. This research aims to balance one work station with another work station to create a better trajectory than the current condition with a balanced workload using the Line Balancing method. PT. Manunggal Indowood Investindo also analyzes production output to reduce delivery delays, idle time and accumulation of raw materials. Balancing work stations creates a better path to balance one work station with another so that it can reduce idle time by 158 minutes, balance delay after calculation is 9%. the line balancing method is able to improve Line Efficiency which rises to 91%. By reducing waiting time and high work efficiency, production output can be increased to meet the set target of 1107 pcs and be able to fulfill the order within the specified time so that there are no delays in delivery.   PT.Manunggal Indowood Investindo merupakan salah satu perusahaan yang memproduksi kayu lapis yang mengedepankan kualitas dan kapasitas produksinya supaya mendapat kepercayaan dari konsumen. Peningkatan tersebut dapat diperoleh dengan cara memperbaiki proses produksi yang masih terhambat Penelitian ini bertujuan untuk menentukan keseimbangan lintasan yang optimal dengan menggunakan metode Ranked Position Weight dan Reggion Approach dengan objek penelitian ukuran 4,6 mm. Penelitian ini bertujuan untuk menyeimbangkan stsiun kerja satau dengan stsiun kerja yang lain untuk menciptakan suatu lintasan yang lebih baik dari kondisi saat ini dengan beban kerja yang seimbang dengan metode Line Balancing. PT. Manunggal Indowood Investindo juga menganalisa output hasil produksi untuk mengurangi keterlambatan pengiriman, idle time dan penumpukan bahan baku. Penyeimbangan stasiun kerja menciptakan lintasan yang lebih baik untuk menyeimbangkan stsiun kerja satu dengan stasiun kerja yang lain sehingga dapat mengurangi waktu idle time sebesar 158 menit, balance delay setelah dilakukan perhitungan menjadi 9%. metode line balancing mampu mempebaiki Line Efficiency yang naik menjadi 91%. Dengan adanya penurunan waktu menunggu dan efisiensi kerja yang tinggi, maka output produksi dapat ditingkatkan untuk memenuhi target yang telah ditetapkan sebesar 1107 pcs dan mampu memenuhi pesanan tersebut dalam waktu yang telah ditentukan sehingga tidak ada keterlambatan pengiriman.
Hubungan Konsumsi Fast Food, Aktivitas Fisik dan Durasi Tidur dengan Kejadian Obesitas pada Siswa di SMK Bina Am Ma’mur Hanifah, Nida; Mustakim, Mustakim
J-Mestahat Vol 4 No 2 (2024): Jurnal Semesta Sehat (J-Mestahat)
Publisher : Ikatan Ahli Kesehatan Masyarakat Indonesia Kota Tangerang Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58185/j-mestahat.v4i2.117

Abstract

ABSTRACT Obesity is a global health problem caused by a lifestyle that includes inappropriate diet and physical activity levels. The purpose of this study was to determine the relationship between fast food consumption, physical activity and sleep duration with the incidence of obesity in students at Bina Am Ma'mur Vocational School in 2021. This study is a quantitative study using a cross sectional design. The results showed that there was a relationship between fast food consumption (P=0.000) and sleep duration (P=0.004) with the incidence of obesity in students at Bina Am Ma'mur Vocational School. It is recommended for schools to make promotive and preventive efforts, such as conducting counseling at school about the importance of choosing healthy foods, and others. Keywords: Obesity, Diet, Lifesyle, Students
Juridical Analysis of Khamar Crimes in the Perspective of Aceh Qanun Number 6 of 2014 Concerning Jinayah Mustakim, Mustakim; Riza, Muhammad
LAW & PASS: International Journal of Law, Public Administration and Social Studies Vol. 1 No. 2 (2024): June
Publisher : PT. Multidisciplinary Press Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47353/lawpass.v1i2.11

Abstract

Historical developments in the prohibition of alcohol in Aceh refer to Islamic Sharia which firmly and clearly prohibits and forbids alcohol for all Muslims. Because one of the maqashids of Sharia is to maintain reason, Islamic Sharia strictly prohibits this. The prohibition on alcohol is sharia in the Al-Qur'an and Hadith. The punishment in Aceh is to implement Islamic Sharia as a whole (kaffah), by applying Islamic Sharia in various aspects of life, including in this case applying the punishment of caning to perpetrators of the crime of drinking wine. Caning is used as a crime with the aim of fostering and educating perpetrators to be aware and regret their actions and also as a lesson (tadabbur) to society so that they do not commit the same actions.
ANALISIS IMPLEMENTASI APLIKASI MOBILE SYSTEM PADA SISTEM INFORMASI MANAJEMEN DI RUMAH SAKIT UMUM DAERAH (RSUD) BUDHI ASIH Safitri, Annisa Apriani; Mustakim, Mustakim
Jurnal ARSI : Administrasi Rumah Sakit Indonesia Vol. 10, No. 2
Publisher : UI Scholars Hub

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Hospital Information System (HIS) or Hospital Management Information System (SIMRS) is important in supporting the entire hospital process through information technology. Budi Asih Regional Hospital has a Hospital Information System in its management but still has various issues and challenges in its implementation. This study uses qualitative methods, informant selection with purposive sampling, and data collection techniques through in-depth interviews, observations, and document analysis. Information systems are part of organizational resources for decision-making regarding leadership needs. The Management Information System must be designed by considering data architecture including automated codification in an integrated manner such as statistics, mapping for further management that plays a role in all hospital service functions ranging from queue management, registration, discharge patient services, and other hospital service processes. The concept of a clinical information system is an interaction between patients and health workers in the context of service. Information data issued by the Hospital Information System unit is related to increasing the effectiveness of services and improving health services. Aspects that must be considered in the development of a Hospital Information System, such as hardware, software, and network devices, which must constantly be developed, maintained, and maintained periodically to provide convenience in producing information data for hospital management to determine policies taken by management in improving health services.
Variation of Agitator Blades in Continous Settling Tank to Reduce Oil Losses in Oil Refining Process in Palm Palm Factories Darmadi, Herry; Mustakim, Mustakim; Irwansyah; Wawuru, James Van Alex; Ginting, Maulidna; Prasetya, Agil Bagus
Jurnal Inotera Vol. 9 No. 2 (2024): July - December 2024
Publisher : LPPM Politeknik Aceh Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31572/inotera.Vol9.Iss2.2024.ID351

Abstract

Continuou Settling Tank (CST) is one of the units located at the clarification station where the CST works to separate oil and mud based on differences in specific gravity where the lighter density will go up, namely oil, while the heavy type will settle to the bottom, namely mud. The language here is how to make the construction of the agitator transmission in the Continuou Settling Tank (CST) unit and how the agitator blade influences the oil content contained in the sludge in the Continuou Settling Tank (CST) unit. The method is carried out with variations in the number of blades that open 2, 4 and 6 pieces. The specifications of the equipment data obtained are primary data resulting from the design of the Continuou Settling Tank (CST) tool. Based on the blade obtained two results the percentage of oil content of 10.85%. This shows that there is still oil content in the mud. Likewise, the blade that found four pieces was 8.678%. While on the blade that got six pieces, the average percentage of oil was 7.652%. This shows that the blades that have been opened six pieces have met the desired percentage of oil standards.
Specialised English: New Directions in ESP and EAP Research and Practice by Ken Hyland & Lillian L.C. Wong (2019): Routledge MUHAMMAD, Anugrah Puspita Ayu; MUSTAKIM, Mustakim
Research and Innovation in Applied Linguistics Vol. 1 No. 1 (2023): [February]
Publisher : Politeknik Negeri Ujung Pandang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31963/rial-ej.v1i1.3749

Abstract

The Book “Specialised English: New Directions in ESP and EAP Research and Practice by Ken Hyland & Lillian L.C. Wong (2019): Routledge” is a must-read book for ESP and EAP researchers and practitioners. It consists of three main sections: 1) conceptualizing issues in specialized language use (five chapters), 2) focusing on texts (six chapters), and 3) focusing on practice (six chapters). This book addresses some challenges in teaching and researching ESP courses across disciplines (Enesi et al., 2021). For example, contextualizing ESP teaching as “workplace English” is currently demanding, thus allowing ESP curriculum developers to formulate and infuse English materials in the workplace (V. K. Bhatia & Bremner, 2012).
Co-Authors . Ishomuddin A'yunin, Elia Nur A.A. Ketut Agung Cahyawan W Abd. Rasyid Syamsuri Abda Abda Abdi Negara Abdillah, Fardan Abdul Fattah Abdul Fattah Abdul Hadid abdullah, akhyar abdullah, akhyar abdullah, akhyar abdullah, akhyar Abror, Naufal Achmad Abubakar Adan, Ingrid Ayu Lestari Adelina Hasyim Adhiva, Jeni Adi Isma Adnan Adnan Adrian Adrian Adrianton Adrianton Aedah, Nur Afandi, Rival Agustien Lilawati Agustina AH. Asari Taufiqurrohman Ahirudin, Idul Ahmad Izzuddin Ahmad Muzaki Ahmad, Hariadi Aidillah Amri Lubis, Wahdan Aini, Delvi Nur Akmalia Putri, Fina Al Ayubi, Moch T A Ali Akbar Ali Rosidi ALI YUSUF Ali, Akbar Aliffiani, Siti Almin, Muh. Robil Amin, Novi Nurul Anam, M. Chairul Andi Ete Andi Nikhlani Andriawan, Ahmad Rizky Andriyani Andriyani Anhar, Mujahid Anisa Anisa Anisa Putri anne Hafina, anne Ansar, Zulfitrah Anugrah Puspita Ayu Muhammad Anwar Syahputra, Syofyan ANWAR, DEDY Aprilia, Ira Aprilla, Tyas Aprillia, Tyas Ardjanhar, Asni ARIASIH, ARUM Ariasih, Rr Arum Arif Marsal Ariyanti, Dyah Ariyanti, Fajar Arumsari, Imas Asbar Asbar, Asbar Asharah, Dina Asnawi , Meinarni Asni Asni Asrianto, Rudy Asrianto Asrori, Tamam Assiddiq, Muhammad Azwar Astri, Rahmi Aulia Astri, Zul Astuti, Farida Herna Aswar Aswar Atiqa, Nur Audina, Ayu Ayu, Dewi AYU, GLADIS Azlan, Azlan Azzahra, Aura Baharuddin, Andi Farid Baiq Sarlita Kartiani, Baiq Sarlita Kartiani Balkis, Ratu Batubara, Ana Uzla Baya, Nur Bela Purnama Dewi Chansrakaeo, Ruetaitip Chasanah, Nur Fitria Ulfa Cholidi Cholidi Cintawati, Cintawati Dani Hari Tunggal Prasetiyo Danial, Adang Darmadi, Herry Darmawan Darmawan Dayati , Umi Dewa Bagus Sanjaya Dewi Mustika Dewi Purnama Sari Dewi, Luh Yuliani Dewi, Luthfia Djoko Wahyudi Dwi Hastuti Dwi Iryaning Handayani Dwynne, Zaira Cindya Dwynne ELIHAMI, ELIHAMI Elsye Souvriyanti, Elsye Ependi, Edi Eriany, Eriany F. Safiesza, Qhairani Frilla Fadhilah, Faiz Fadila Fadila, Fadila Fadloli, Ahmad Siraj Fadly, Imam Faisal, Fahikra Fandi Ahmad Faradina Zevaya Fardan Abdillah M Farhan, Hamim Fathurrahman Fathurrahman Fauziyyah, Aisyah Nur Febi Nur Salisah Febrianti, Thresya Fhadli Noer, Fhadli Fidela, Mia Finasti, Finasti Fiqhuddin, Moh Agung Firda Firda Firman Firman Fitri, Li Idi'il Fitria, Cut Fitriah, Ma’idatul Fitriah Fitryana, Fitryana Ginting, Maulidna Giopani , Luna Aliska Giopani Gultom, Golfrid Gunarti Dwi Lestari Gurning, Umairah Rizkya Hadi, M. Samsul Hafan Sutawardana, Jon Hamka Ilyas Hamna, Hamna HANDARI, TRI Handriyani, Dewi Hanifah, Nida Hardiani Hardiani Hari Prihanto, Purwaka harni harni, harni Hartana, Dandung Rudy Hartati Hartati Hartati, Aluh Hartono Hartono Harwan Harwan Haryono Haryono Hasan Hasan Hasbullah Hasbullah Hasia Marto Hasrudin, La Ode Hasrullah Hasrullah, Hasrullah Hayatudin Hayatudin Herdiannisa, Zahra Adinda Herwina, Wiwin Herwina, Wiwin Heryanto Susilo Hidayat, Dinul Husainy, Husainy Husna, Nur Alfa I Ketut Sukarma I Nengah Suastika I Wayan Lasmawan I Wayan Suastra Ichwanul Mustakim Ida Bagus Putrayasa igam, Mingriani Ikhsani, Yulia Indria Nur Inggih Permana Insiano, Dewi Angraini Ipah Saripah, Ipah Iqrawati, Iqrawati Irfan, Ahmad Zainul Irfan, M Zainul Irmayani Irmayani Irwan Irwan Irwandi, Erno IRWANSYAH Isa, Muhammad Ikhlasul Amalsyah Ishaq , M Iskandar Iskandar Ismail Ismail Ismail Ismaya Ismaya Israyani, Israyani Istianah Surury Iswardani, Kurnia Ita Sarmita Samad, Ita Sarmita Iwan Suyatna Jabri, Umiyati Jamal Bake, Jamal Jamal Rauf Husain Jamsir Jamsir, Jamsir Jaswandi, Lalu Jaya, Nur Musfirah Jeki , Jeki Jeki, Jeki jenianti, rina Jeniska, Jeniska Jumiati Jumiati Junaidi Junaidi Juraeba, Juraeba justawan, justawan K, Dwi Putri KA Bukhori Kambolong, Makmur Karo-Karo, Justaman Arifin Kartika Nugraheni Kartini, Dwi Putri Kartini, Ragita Ayu Kasmaida kasmaida Kasmar, Kasmar Katimin, Katimin KHAIRUL HUDA, KHAIRUL Khairul, Muhammad Fadli Khojin Supriadi, Khojin Khozin, Khozin Kisman Salija, Kisman Kurdi Kurdi Kurnia Dermawan, Aji Kurnia, Dian Kurniawansyah, Fito Cahya Kusumaningati, Walliyana Kusumastuti, Nurry Ayuningtyas Ladamay, Ode Mohamad Man Arfa legito, Legito Lestari, Danur Lin, Ming Lisa Andriani Listiani Listiani Liwaul, Liwaul Liwaul, Liwaul Loka, Septi Kenia Pita loko, joko Lukman, Mutiara Sakinah M Dyah, Mutmainnah Muinuddin M. Afdal M. Afdal, M. Afdal M. Faqih M. Fathuddin Noor, M. Fathuddin M.Pd Prof. Dr. I Nyoman Sudiana . Maemunah Maemunah malasari, elfi Mardiana, Dhinny MARDIANI, DESIKA PUTRI Marhayudi, Putut Marlisman, Desty Pratiwi Martinus Agus S Mas Ahmad Baihaqi Mas'ud, Hidayati Masnur Masnur Mastuti, Indah Masud, Anis Anshari Maulana, Adam Febrian Maulidi, M. Irfan Maulidzam, Khofan Mediaty Meliana Meliana Melkisidik, Melkisidik MH, Nurdin Mirna Apriani Mirnandaulia, Meutia Mizna Sabilla Moh Nurul Qodir Moh. Erkamim Mohamad, Abdul Basir Bin Mohamed, Suziyani Muh Yusuf Muh. Jabir Muhammad Basri Muhammad Farhan Muhammad Muhibbi Muhammad Natsir Muhammad Riza Muhammad Rusdi Rasyid MUHAMMAD SAID Muhammad Taufiq Muhammad, Gazali Mujiburrahman Mujiburrahman Mujiono Mujiono Munir Munir, Munir Munzir, Medyantiwi Rahmawita Murtaqib Murtaqib Musayyachah, Musayyachah musdalifah, sitti Mustakim, Ichwanul Mustapa, Mustapa Mustari, Sri Hariati Mutmainnah Mutmainnah Nadir, Nadya Adillah Najamuddin Najamuddin, Najamuddin Najamuddin, M. Najwa, Lu'Luin Ni Made Sulastri Ni Wayan Widya Astuti Ningsih, Etik Susilowati Noor Dwi Kusuma Dewi, Indah Novianti Novianti Nugraha, Andhika Ghalyh Nunung Cipta Dainy Nur Eni Katmas Nur Insani Nur Khasanah NUR SELO WASI, NUR SELO Nur Siti Marchamah, Dwi Nur, Ahmad Ali Nurabdiansyah, Nurabdiansyah Nurbaedah, Nurbaedah Nurdianti, Irma Nurhaliza, Nana Nurkholis Nurkholis Nursidah Kasim Nursyawal Nacing Nurwahyudi, Lail Nusantara, Widya Pangestu, Prayugo Parkhurst, Helen Parmadi Parmadi Penti Suryani Pertiwi, Tata Ayunita Pertiwi, Tata Badai Prameswari, Nadisa Ardikha Prasetya, Agil Bagus Pratiwi, Rina Sekar Purba, Darry Christine Silowaty Purwati, Ninik Endang Purwati, Ninik Endang Putra, Aji Dupa Prita Putri, Celine Mutiara Putri, Shinta Ayunda Putri, Suci Maharani Qodriyati, Tri 'Ulya Qomariyah, Erni Rahayu, Dwi Sri Rahima Rahima Rahmadeyan, Akhas Rahman, Rizal Rahmat Siddiq, Asep Muhammad Rahmawita, Medyantiwi Ramadani, Faradila Ramadhani, Indah Ramdani, Hendi Rasyid, Muhammad Nur A. Rasyidin Rasyidin Raya Sulistyowati Rayani, Dewi Reski, Pilu Rice Novita Rini Puspitasari, Rini Riski, Pratiwi Rivo Nugroho Rizka, M. Arief Rizki Amalia ROFIK JALAL ROSYANAFI Romadhon, Muhammad Rondhianto Rondhianto Rosmiana, Sri Rosyanne Kushargina Rozanda, Nesdi Evrilyan RR. Ella Evrita Hestiandari Rufaidah, Rufaidah Rusman Efendi Rustiyan, Risma S, Galuh Arieliyna Anggraini Sadi Is, Muhamad Safitri, Annisa Apriani sahrun, sahrun sahrun, sahrun Sahrun, Sahrun Sakka Samudin Salamah, Sania Salisah, Pebi Nur Salwa, Nadalina Ghaida Sami'an, Sami'an Samin, Andriyanto Sampurno, Andhika Sari, Cut Putri Melita Sari, Shintya Terisna Sari, Windy Junita Sartono Sartono, Sartono Sedana, I Made Selamet Rahmadi Shadiq, Ja'far Sidek, Muhammad Sigit Gunawan Silalahi, Meriahni Siregar, Candra Yusuf Siswahyudianto Siti Hodijah Siti Maimunah Siti Rohimah Siti Sarah, Siti Siti Syahidatul Helma Soedjito Soeparman Sofiany, Intan Rosenanda Solehah, Rahayu Solly Aryza Sri Wulandari Suarti, Ni Ketut Alit Sugianto, Dedi Suhaimi Suhaimi Suhandini T.J, Yustina Suharjo, Imam Sukman S Sulfanita, Andi Sunarto Sunarto Sunyoto, Andrik Supriyono Supriyono Surachman Surachman Surahman Amin, Surahman Suryani Suryani Suryodinoto, Muh. Melyo Susanto , Shobri Firman Susanto, Shobri Firman Sutarto Sutarto Sutinah Made, Sutinah Suwitra, I Ketut Suwitra, I Nyoman Syabil, Irfan Syakura, Abd Syamsiar, Syamsiar Syamsu Yusuf Syaputri, Astia Weni Syarfi Aziz Syifaul Janan T, Nurfadila Takdir Takdir, Takdir Tantra, Kadek Mas Tarigan, Enda Rasilta Tarmizi Abbas TATI NURHAYATI Taufiq Taufiq Teguh, Pri Pambudi Tempo, Jesika Irena Gabela Thamrin Gama, Muh Tina Susanti Tjahjaningsih, Yustina Suhandini Tri Prihatiningsih Trismawati, Trismawati Tuhfatul Janan Udiarto, Bagus K Ulfa, Fara Ulfiana , Umaya Usman Made Utha, Arifin wa yanti, wa yanti Wahyudi Winarjo, Wahyudi Wathan, Lalu Elgi Hizbul Wawuru, James Van Alex Wibisono, Yudistira Arya Wibowo, Joko Wicaksono6, Febri Widiarni , Adyah Widiastuti, Fitri Widyaswari, Monica WIWIN YULIANINGSIH Yanti Komala Sari Yazika Rimbawati Yogaswara, Andre Yus Darusman, Yus Yusran Yusran Yustina Suhandini Tjahjaningsih Yuyun Wahyuni Zahro, Siti Fatimatus Zakariyah, M Fahmi Zarkasih Zarkasih Zarnelly Zarnelly Zharvina, Nihlah Zharvina ZN, Desty Humairo’ Zulfikar.Z Zulgani Zulgani Zulkifli Rangkuti