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Journal : Jurnal Gaussian

ANALISIS SISTEM ANTRIAN PELAYANAN TIKET KERETA API STASIUN TAWANG SEMARANG Yustiti, Merlia; Sugito, Sugito; Rusgiyono, Agus
Jurnal Gaussian Vol 3, No 4 (2014): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (537.661 KB) | DOI: 10.14710/j.gauss.v3i4.8087

Abstract

Semarang Tawang Station is one of the stations visited by customers. As it is known, the train journey is faster than the bus ride. Therefore, it is necessary to analyze queueing models that describe the condition to determine the size of the system performance and to see how the service provided by Customer Service, Ticket Reservation Counters/ Schedule Change/ Refund, Cancellation of the Ticket Counters, and Self Printing Ticket (CTM). Queueing model at the Customer Service and Self Printing Ticket (CTM) is (M/M/2):(GD/∞/∞), Ticket Reservation Counters/ Schedule Change/ Refund is (M/M/4):(GD/∞/∞), and Cancellation of the Ticket Counters is (M/G/1):(GD/∞/∞). Keywords : Arrival Distribution, Queueing Models, Size of the System Performance
VALUASI COMPOUND OPTION PUT ON PUT TIPE EROPA Sutarno, Yulia Agnis; Maruddani, Di Asih I; Sugito, Sugito
Jurnal Gaussian Vol 3, No 3 (2014): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (392.651 KB) | DOI: 10.14710/j.gauss.v3i3.6486

Abstract

Options are one of the form of investment which a contract that gives the right (not obligation) to the option holder to buy (call options) or sell (put options) the underlying asset by a certain date for a certain price. Option price is a reflection of the intrinsic value of the option and any additional amount over intrinsic value. One type of options that are traded is compound options. Compound option model is introduced by Robert Geske in 1979. Compound options are options on options. Compound option put on a put is put option where the underlying assets are another put option. The compound option put on put will be exercised on the first exercise date only if the value of the put option on that date is less than the first stike price. An empirical study using compound option put on a put stocks of Apple Inc which is strike price compound option US$ 560, strike price put option US$ 585, with the first exercise date on March 28, 2014 and the second exercise date on May 17, 2014. The theoritical price of compound option put on put on stocks of Apple Inc is US$ 501.4566.
PERBANDINGAN FUZZY TIME SERIES DENGAN METODE CHEN DAN METODE S. R. SINGH (Studi Kasus : Nilai Impor di Jawa Tengah Periode Januari 2014 – Desember 2019) Rachim, Febyani; Tarno, Tarno; Sugito, Sugito
Jurnal Gaussian Vol 9, No 3 (2020): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.v9i3.28912

Abstract

Import is one of the efforts of an area to meet the needs of its population in order to stabilize prices and maintain stock availability. The value of imports in Central Java throughout 2016 amounted to 8811.05 Million US Dollars. The value of imports in Central Java is the top 10 in all provinces in Indonesia with a percentage of 6.50%. Import data in Central Java is included in the time series data category. To maintain the stability of imports in Central Java, it is deemed necessary to make a plan based on a statistical model. One of the time series models that can be applied is the fuzzy time series model with the Chen method approach and the S. R. Singh method because the method is suitable for cyclical patterned data with monthly time periods such as Import data in Central Java. Important concepts in the preparation of the model are fuzzy sets, membership functions, set basic operators, fuzzy variables, universe sets and domains. The fuzzy time series modeling procedure is carried out through several stages, namely the determination of universe discourse which is divided into several intervals, then defines the fuzzy set so that it can be performed fuzzification. After that the fuzzy logical relations and fuzzy logical group relations are determined. The accuracy calculation in both methods uses symmetric Mean Absolute Percentage Error (sMAPE). In this study the sMAPE value obtained in the Fuzzy Time Series Chen method of 10.95% means that it shows good forecasting ability. While the sMAPE value on the Fuzzy Time Series method of S. R. Singh method by 5.50% shows very good forecasting ability. It can be concluded that the sMAPE value in the S. R. Singh fuzzy time series method is better than the Chen method.Keywords: Import value, fuzzy time series , Chen, S. R. Singh, sMAPE
ANALISIS WEB USAGE MINING MENGGUNAKAN METODE MODIFIED GUSTAFSON – KESSEL CLUSTERING DAN ASSOCIATION RULE PADA WEBSITE UNIVERSITAS DIPONEGORO Kurniawati, Galuh Nurvinda; Santoso, Rukun; Sugito, Sugito
Jurnal Gaussian Vol 9, No 4 (2020): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.v9i4.29446

Abstract

The comprehension of web visitors patterns are needed to develop website in an optimal fashion. The visitor pattern contained in the web log file of Diponegoro University’s website is clustered by Modified Gustafson-Kessel method. In general, this method produces two until six clusters. Two kinds of results are outlined in this paper. The first is the result contains two clusters, and the second is containing three clusters. In the first result, the visitors are divided into information seekers of student capacity and Engineering Faculty. In the second result, the visitors are divided into information seekers of Medicine Faculty, student admission and Engineering Faculty.  
MODERATING STRUCTURAL EQUATION MODELING DENGAN PARTIAL LEAST SQUARE PADA PEMODELAN PENERIMAAN DAN PENGGUNAAN DOMPET DIGITAL DI KOTA SEMARANG Nisa, Mukrimatun; Sudarno, Sudarno; Sugito, Sugito
Jurnal Gaussian Vol 10, No 1 (2021): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.v10i1.30044

Abstract

Digital wallets (e-wallets) are a technology that provides a new perspective for the public on non-cash payments that are far more practical and secure in transactions. The purpose of this study is to determine the factors that influence the success or failure of implementing digital wallets (e-wallets) using the variant-based Structural Equation Modeling method (Partial Least Square). In this decade, an approach has been developed that allows the relationship between an independent variable to the dependent variable which is influenced by other latent variables called Moderating Structural Equation Modeling (MSEM), so this study uses MSEM by measuring it using the ping method. The results of the analysis show that the factors that influence acceptance defined as interest in using the technology are social influences, faciliating conditions and consumer habits. Meanwhile, the factors that influence the use of digital wallets which are defined as usage behavior are interest in use and conditions that facilitate. The use of digital wallets (e-wallets) is also indirectly influenced by social influences, conditions that facilitate and consumer habits. the factor of supporting facilities from the issuer of digital wallets (e-wallets) is a factor that affects directly and indirectly the use of digital wallets (e-wallets). Analysis of Moderating Structural Equation Modeling (MSEM) using the ping method results that experience does not affect the acceptance and use of digital wallets (e-wallets) as moderation Keywords: Acceptance and Use Model, Digital Wallet (E-wallet), Partial Least Square, Moderating Structural Equation Modeling.
PERBANDINGAN METODE DOUBLE EXPONENTIAL SMOOTHING HOLT DAN FUZZY TIME SERIES CHENG PADA PERAMALAN HARGA EMAS DI INDONESIA DILENGKAPI GUI R Fauziyyah, Fida; Sugito, Sugito; Santoso, Rukun
Jurnal Gaussian Vol 12, No 4 (2023): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.12.4.509-519

Abstract

Investment is placing a certain amount of money at this time to get some profit in the future. Investments are divided into three based on the period, namely short-term investments, medium-term investments, and long-term investments. Gold is an example of a good long-term investment. Gold price forecasting is an important thing to know when investing in gold. In this study, gold price data is divided into two parts, namely training data consisting of 674 data from 1 September 2020 to 6 July 2022 and testing data consisting of 75 data from 7 July 2022 to 19 September 2022. The data indicates that there is a trend element so it is suitable for analysis using the Double Exponential Smoothing Holt and Fuzzy Time Series Cheng. Data processing using the Double Exponential Smoothing Holt and Fuzzy Time Series Cheng methods is complemented by the creation of a Graphical User Interface (GUI) which can facilitate the process of selecting the best method. The analysis's findings indicate that Double Exponential Smoothing Holt (0.5427603%), which has a reduced MAPE value than Fuzzy Time Series Cheng (0.6053103%), is the best method.
ANALISIS TINGKAT KEPENTINGAN DAN KINERJA (IMPORTANCE-PERFORMANCE ANALYSIS) NILAI KEGUNAAN APLIKASI M-COMMERCE Elyasa, Fatiya Rahmita; Sugito, Sugito; rusgiyono, agus
Jurnal Gaussian Vol 13, No 1 (2024): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.13.1.70-78

Abstract

Good application quality can bring user satisfaction to form user’s loyalty and trust in the company. The level of user satisfaction is different between Gojek and Grab even though each them has similarities in application features. Gojek and Grab are trying to make position as the most popular by the community in getting people's needs quickly and efficiently with huge competitive. This study aims to analyze and compare the usability qualities of Gojek and Grab based on the User Experience Questionnaire (UEQ) approach on the dimensions of attractiveness, perception, efficiency, dependability, stimulation and novelty. Measurements are made using Importance-Performance Analysis to graphically measure customer satisfaction so that service quality improvement priorities can be established. The data was collected by questionnaire to 32 selected respondents who accessed the Gojek and Grab applications in the Greater Jakarta area in August-December 2022. Based on the results of the study, the position of the usability quality attributes in Gojek and Grab was visually almost the same for each IPA quadrant. The Gojek application is superior in 5 dimensions to Grab, in terms of attractiveness, perception, dependability, stimulation, and novelty. Grab has one dimension that is superior to Gojek, in terms efficiency.
IMPLEMENTASI METODE NAIVE BAYES CLASSIFIER UNTUK KLASIFIKASI SENTIMEN ULASAN PENGGUNA APLIKASI NETFLIX PADA GOOGLE PLAY Rieuwpassa, Jessica Athalia; Sugito, Sugito; Widiharih, Tatik
Jurnal Gaussian Vol 12, No 3 (2023): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.12.3.362-371

Abstract

The COVID-19 pandemic has led to restrictions on activities in public places or facilities, such as cinemas. This has resulted in increased users of streaming service applications such as Netflix where users can access videos or movies online. Netflix users continue to increase from year to year, but its users began to decrease along with other streaming applications. Related to this, sentiment analysis was carried out on the classification of positive and negative reviews given by users on the Google Play website. The classification is expected to produce good accuracy and be analyzed so that it can be useful information for Netflix and potential users of streaming applications. The Naive Bayes Classifier method is a classification algorithm that is easy to apply and has high effectiveness for classifying text. This method utilizes the concept of conditional probability and has a strong assumption of independence. This study uses 2.850 Netflix application review data on Google Play which is then processed and divided into training data and test data with a ratio of 80:20. Classification with the Naive Bayes Classifier produces an accuracy value of 87,33%, a precision value of 87,6%, a recall value of 93,53%, and an F-measure value of 90,47% so it can be concluded that the performance of the Naive Bayes method is good for classifying user reviews of the Netflix.
ANALISIS SISTEM PELAYANAN GARDU TOL OTOMATIS GERBANG TOL GAYAMSARI MENGGUNAKAN METODE BAYESIAN Akbari, Windusiwi Asih; Sugito, Sugito; Suparti, Suparti
Jurnal Gaussian Vol 12, No 4 (2023): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.12.4.531-538

Abstract

Transportation is important things to support mobility. The high level of mobility is in line with the growth of vehicles which has increased causing congestion on roads. Highways are one of the government’s efforts to reduce congestion. Gayamsari Toll Gate is one of the toll gates in Semarang City that experiencing the phenomenon of queuing when paying tolls. This study aims to determine the operation of the service system by obtaining a queuing model and system performance measures from the distribution of arrivals and services. Bayesian method is used to determine the distribution of arrivals and services by finding the posterior distribution. The combination of the sample likelihood function and the prior distribution is known as Bayesian method. The prior distribution used is the previous research data which produces a negative binomial distribution. The likelihood function of the arrival sample in this study is discrete uniform and the likelihood function of the service sample produces a negative binomial distribution. The results are the queuing system model is (Beta/Beta/5): (GD/∞/∞). Based on the results of the queue simulation, we can assume that the service system is optimal.
PEMODELAN KASUS KEMATIAN IBU HAMIL DI JAWA TENGAH DENGAN PENDEKATAN GEOGRAPHICALLY WEIGHTED REGRESSION (GWR) DAN MIXED GWR Salma, Anugrah Rawiyah; Sugito, Sugito; Sa’adah, Ardiana Alifatus
Jurnal Gaussian Vol 13, No 1 (2024): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.13.1.25-35

Abstract

Global maternal mortality reduction remains a part of The Sustainable Development Goals (SDGs). Maternal death in Central Java increased in 2021, with the leading cause is related to Covid-19. Maternal mortality in Central Java is demonstrated using Geographically Weighted Regression (GWR) for addressing the spatial heterogeneity aspects. Cross Validation is used to determine the optimal bandwidth and Euclidean distance used to discover the weighting matrix. Independent variables such as number of nurse, number of primary clinic, and household percentage with safe water supply are identified as local variables, whereas other independent variables, such as complications from delivery management and number of poverty are identified as global variables, hence the Mixed GWR model, which combine both local and global variables, is used. Based on the value of AIC, MSE, also adjusted , the optimal model for analyzing the maternal mortality is Mixed GWR with fixed Gaussian weighting.
Co-Authors - Fakhrurrazi Abdul Harris Abdul Hoyyi Abdul Rosyid Abdulatif, Raden Farzand Abu Suud, Abu Adin Ariyanti Dewi Aditya Mahatidanar Hidayat Affifatuzahara, Affifatuzahara Afiafani, Herlina AFIFAH, ZAHRA Agum Prafindhani Putri, Agum Prafindhani Agum, Dexa Agung Pratama, Budiman Agung Putu Swabawa, A. Agung, Yosep Roro Agus Rusgiyono Agus Wijaya Agustina Ahmad Sahila, Rochmandy Ainiyah, Luluk Qurrotul Ajironi Akbar, M Ramadhan Akbari, Windusiwi Asih Akil, Azzahra Akram, Saydul Alan Prahutama Alan Prahutama AlFath, Ayatullah Muhammadin Alhail, Hadi Allsabah, M. Akbar Husein AllSabah, Muhammad Akbar Husein Aminah Aminah Amir Danis Ammara, Avilda Afrin Amril Amril Andek Prabowo Anggoro, Sakli Anggraini, Anggun Nur Anisa Alfiani Rahayu Anjelica, Benedikta Anny Yanuriati Anwar Efendi Appin Purisky Redaputri Ardyes, Rizki Arfianda P A, Velly Ika Arham Arham, Arham Ari Gunawan Arif Widagdo Aryani Sairun Asmarida - Asrul Asrul ASWAN PANGONDIAN Atika Resty Handani Ayu Nurdiana, Fitria Ayu Pertiwi AZHAR - Azis, Adek Cerah Kurnia Aziz Rifa’i, Andika AZMI, AZMI Bastian, Antoni Bhakti, M Aditya Wira Bilalodin Bilalodin Boli, Lusia Silfia Pulo Brigita P Manohara Buana, Lalang Cakra Buana, Lilik Swarnata Angga Budhi Waskito Budi Warsito Budiarti, Nugraheni Dwi Budiyanto Budiyanto Burstiando, Rizki Cahyatilmasamah, Sofia Candra Silvia, Candra Caprityan, Revin Chofifah, Ulya D.M.T, Immaculata Dafid Slamet Setiana Dahrul Siregar DAMAYULI, SRI E1032161024 Darmawi . Dasrul Dasrul Daud AK, M Daulay, Dina Khairani Dede Indra Setiabudi Deden Tarmidi Defi Vianika Sri Ambarwati Defira, Citra Delli Lefiana, Delli Deni Hardianto Dewa Gede Ari Pemayun, I Dewi Novitasari Dewi Safitri Dhantriviana, Indah Dhedhy Yuliawan Di Asih I Maruddani Dian Majid Dina Rosmaneliana Dj, Herlinda Djohan Djohan, Herlinda Dwi Ispriyanti Dwinna Aliza Effendi, Ihsan Eka Lidiasari Elpalina, Srimutia Elyasa, Fatiya Rahmita Emirza Henderlan Harahap Erbin Sitorus Erdiansyah Rahmi Erma Kusumawardani Ersita, Vika Erwin Erwin Etriwati E Fadilla, Irdo Fadrial Karmil Fahra Pracendi Astrelita, Fahra Pracendi Faisal Mustafa Fakhrurrazi - Faqih, Ghazi Muhammad Faria Ruhana Fauyan, Muchamad Fauziyyah, Fida Febrianto, Niko Febrianty, Resty Ferdian, Riyan Filli Pratama Firdaus, Mokhamad FIRMANSYAH, ANDI Fitrah Khairi Fitriana, Rizky Fitriani, Arifah Devi Fitta Ummaya Santi Gamal Kartono Gatot Priyanto Gunawan, Roni Hadi, M. Kamal Hamdani Budiman Harahap, Indah Angraini harahap, zety shafitri Harmono, Setyo Hartabela, Dadang Hartono Hartono Haryadi - Hasan, Denny Irmawati Hasan, Nur Aini Hasbi Yasin Hasby, Esa Pallewi Hati Wau, Kerinus Helmi, Habib Mustofa Henni Vanda Hermanto Hermanto Hermawanto, Ifan Herrialfian - Hesti Rahayu Hilmi, Mulkiah Husein Allsabah, Muhammad Akbar Husein, M Akbar Ichsan, Onne Akbar Nur Ida Zulfida, Ida Idham Khalid Iis Susiawati Ika Maulita Ilham Ilham Ilmy, Rintan Aulal Imanuddin, Ahmad Fauzi Indah Nurhayati Indra Permana Jati Indrawan, Surya Indria Tsani Hazhiah Ipung Permadi Irnani, Christina Irsyad, Alhafidz Islamia, Fadlia Nurul Ismail Nasution Jessica Anggun Safitri Joko Sutrisno Juliani Julina, Sinta Kamaliya, Niha Karim, Iksan Khafidhoh Khafidhoh, Khafidhoh Khoirin, Lukman Khoiriyah, Shobah Fauzul Ula Khoirul Faizin Khoirunisa, siti Kholis, Muh. Nur Krismayasari, Damiyana Kurniawan, Wing Prasetya Kurniawati, Galuh Nurvinda kusminto , joko budi poernomo, kusminto Kustini Kustini Laba, Vinsensius Fereri Laksita, Anindya Linda Triana Love, Jein Eyllafan B Lubis, Zurlina Luksmana, Roby Lusianti, Septyaning Lutfia Septiningrum M. Daud Yahya, M. Daud M. Hanafiah M. Isa M. Nur Salim Made S, Desak Maghfiroh, Fatkhiyatul Maharani, Regina Ayu Mahdi Abrar Mahuli, Jenda Ingan Majid, Dian Makmur, Ali Makmur, Ali Manap, Abdul Mangaraja Manurung Mardianto, Ardhi Marissa Fauzia Marlina, Amalia Dwi Marsanda, Meliy Masrul Efendi Umar Harahap Maulana, Bintang Adrian Ma’rifah, Siti Merlia Yustiti Merynda Indriyani Syafutri MESRA MESRA, MESRA MIFTAKHUL JANNAH Moch Abdul Mukid Moch. Abdul Mukid Moch. Mahsun Mohammad Firdaus, Mohammad Mohammad Rafli Luqmanul Hakim Monalisa, Anggi Muhamad Mahfud, Muhamad Muhammad Al Kholif Muhammad Amirulloh, Tifan Muhammad Faizin Muhammad Hambal Muhammad Hasan Muhammad Zulhilmi Mujahidin, Imamul Munardi, Fhatia Natasya Muslim Akmal Muslim Muslim Mutahajjid, Zul Azmi Nabila Latifa Hafizsha Nashihin, Husna Nashrulloh, Moch. Haris Nastiti, Wahyuningsih Nasution, Burhanuddin Natalia Natalia Natasya, Ananda Neni Triana, Neni Nia Puspita Sari Nisa, Mukrimatun Noviyanti Noviyanti, Noviyanti Nur Ahmad Muharram Nur Kholis Nur Nahar Hutabarat Nurdin Saidi Nurhidayah, Aulia Nurliana - NURLIANA NURLIANA Nurul Islamia, Fadlia Nuzul Asmilia Nuzul Asmilia Octavian Kusdardjanto, Fakhri Oesman, Nastiti Maharani Pangeran, Pangeran Pangestu, Adhi Paputungan, Aissah Fitri Candra Parwiyanti Parwiyanti, Parwiyanti Paula, Wita Permatasari, Nidya Phani, Chika Padila Pramitasari, Anisa Praptomo, Muhammad Nauval Prasetya, Genta Adi Pratama, Budiman Agung Pratiwi, Citra Prayogi, Wempy Puja Cikal Bangsa Pujadi, Arko Puji Rahayu Puji Yanti Fauziah Pujiningsih, Diana Pujiono Pujiono Pungut, Pungut Purwanto A T, Purwanto A Puspodari, Puspodari Puspodari, Puspodari Puspodari Putra, M Iqbal Syah Pratama Putra, Muhammad Uke Dwi Putra, Rendhitya Prima Putra, Rengga Khatulistiwa Putri Mauliza Putri Milenia, Erin Novela Putri, Chintia Eka Rachim, Febyani Radhica, Dicky Dwi Rafiqah, Thara N Rahmad Firnanda Rahmaniah*, Rahmaniah Rahmi Eka Putri Rahmi, Aisyah Rahmi, Ulfa Rajiman Rajiman Rajudin, Rajudin Ramadhan, Alga Anur Rambe, Robiatun Rasyida Ulfa Ratnawati, Rhenny Ratnawaty, Gervacia Jenny Rayu Sri Wahyuni Razali Daud Razali Daud Razali Razali Reza Hanafi Lubis Rianda, Teguh Richy Priyambodo Rieuwpassa, Jessica Athalia Rinidar - Rinidar Rinidar, Rinidar Rita Rahmawati Rivaldi, Mukhamad Hafiz Riyanto, Hariz Nur Aziz Rizky, Muhammad Yanuar Rizqiyono, M. Fahmi Rizqullah, Afif Mu’tashim Rohmadiani, Linda Dwi Ronny Hasudungan Purba Rosa, T Shaddiq Rosidah, Umi Roslizawaty - Roslizawaty Roslizawaty, Roslizawaty Rukun Santoso Ruruh Andayani Bekti, Ruruh Andayani Ruslina, Ayuni Sadad, Imam Akmal Saefurohmah, Mufti Sairun, Aryani Sakira, Dila Saleh, Khaerul Salma, Anugrah Rawiyah Samadi Samadi Sandi Andaryadi Sanitoria Nadeak, Sanitoria Santoso, Agung Dwi Trawasa Saputra, Yoga Saputri, Ani Funtika Saputro, Jessica Aulia Sari, Loren Ardana Sari, Titis Lukita Sari, Wahyu Eka Saskia, Dewi Saut Mardame Simamora Sa’adah, Ardiana Alifatus Sehah Sehah Sehah, Muhammad Sekianti, Atik Sembiring, Adina S Serafin Wisni Septiarti Setyawan, Irwan Shafira, Siti Nur Azizah Sidiq, Alfino Validita Sinta Maulida Hapsari, Sinta Maulida Siregar, Dian Maya Sari Sita Awalunisah Siti Julaeha, Siti Siti Khoirunnisa, Siti Siti Komariyah Siti Rahmadhani Siregar Sitomurang, Rosalina Aprilda Sitti Rahmah Slamet . Slamet Junaidi Sofia Naning Hertiana Soimah, Siti Maghfirotin Solechah, Warhidatun Maratus Solly Aryza Sri Ramadhani Sri Widyastuti Sri Widyastuti Subandowo, Marianus Sudarmanto , Fery Sudarmanto, Fery Sudarno Sudarno Sudjarwanto, Sudjarwanto Suhada Suhada, Suhada Suharta, Robertus Belarminus Suharyanto Sujendra, Bima Sukanianto, Eko Adyan Sukmana, Abdian Asgi Sulastri Irbayuni Sumarti Suryaningsih Suparti Suparti Supriyanto Supriyanto Susanti, Dwi Budi Susilowati Susilowati Susilowati Susy Sriwahyuni Sutismawati Sirait, Lincaria Sutriswanto, Sutriswanto Suwandi, Edy Suwitho, Suwitho Switarto, Bambang Syafaati, Naini Siseptya Syafrizal Syafrizal Syafruddin Syafruddin Syafutri, Merynda I Syah, Nada Yulian Syahdilla, Ade Syaifuddin Syaifuddin Syaiful, Friska Syari, Jajar Sya’diyah, Lailatus Syinta Ramadhani Tamrin Tamrin Tarigan, Nelson Tarno Tarno Tatang Tatang Tatik Widiharih Taufiq Azmi Harahap Taufiq Taufiq Teuku Reza Ferasyi Thedjo, Melawati Tia Zalia Btb Tika Nur Resa Utami, Tika Nur Resa Tina Miniawati Barusman Tri Wardani Widowati Triastuti Wuryandari Tristanti Tristanti Tristiana, Dwi Sari Triwardani Widowati Tulim, Anto Tumpuk, Sri Ulfatun Nisa, Tafrida Ummu Balqis Utami, Krisdiana Nur Uyuni Widiastuti Vara Tassa Sutari Virnanda, Nandita Aprilia Ayu Wahid, Ahmad Wahyuni, Sigma Waluyo, Subagio S wasis himawanto, wasis Wati, Dewi Ayu Trisno Wati, Serly Widya Weda, Weda Wibowo, Bagus Tri Widayanto, Muhammad Fajar Alamsyah Widiyana, Made Dimas Wihantoro Wihantoro Wirapratama, Bima Ilham Yahya, Rian Ainun Yain, Ahmad Yanuriati, Anny Yarmaliza Yasir Abdad, Muhammad Yuciana Wilandari Yudan Hermawan Yulfriwini, Yulfriwini Yulia Agnis Sutarno Yuliana, Widya Ayu Yulingga Nanda Hanief Yumielda, Vivi Destri Yusak Maryunianta Yusnindar, Yusnindar Zahara Meutia Zainuddin - Zainuddin, Zainuddin Zamzami, Rumi Sahara Zaroh Irayani Zawawi, M. Anis Zidny Taqiyya Zuhrawati - Zulkifli Musthan, Zulkifli Zuraidawati Zuraidawati, Zuraidawati