Article Per Year (5 Year)
p-Index From 2020 - 2025
14.256
P-Index
This Author published in this journals
All Journal PROSIDING SEMINAR NASIONAL Gorga : Jurnal Seni Rupa Resital: Jurnal Seni Pertunjukan (Journal of Performing Arts) KOMUNITAS: INTERNATIONAL JOURNAL OF INDONESIAN SOCIETY AND CULTURE Indonesian Journal of Mathematics and Natural Sciences Abdimas Kreano, Jurnal Matematika Kreatif-Inovatif FIAT JUSTISIA: Jurnal Ilmu Hukum ANDHARUPA Jurnal Sejarah dan Budaya Jurnal Pendidikan Biologi Unnes Science Education Journal JURNAL MUQODDIMAH : Jurnal Ilmu Sosial, Politik dan Hummaniora SENTRALISASI JOURNAL OF SCIENCE AND SOCIAL RESEARCH Dewa Ruci : Jurnal Pengkajian dan Penciptaan Seni Gorontalo Law Review Journal of Education, Humaniora and Social Sciences (JEHSS) Jurnal Ilmu Keperawatan Anak JFIOnline Midwifery and Nursing Research (MANR) Jurnal 'Aisyiyah Medika Jurnal Pembelajaran dan Biologi Nukleus Dinasti International Journal of Education Management and Social Science JURNAL ILMIAH OBSGIN : Jurnal Ilmiah Ilmu Kebidanan & Kandungan International Journal of Visual and Performing Arts Babul Ilmi Jurnal Ilmiah Multi Science Kesehatan Journal of Islamic Accounting and Finance Research Nutrix Journal Visual Heritage: Jurnal Kreasi Seni dan Budaya JHR (Jurnal Hukum Replik) Jurnal Darma Agung Jurnal Penelitian Pendidikan Matematika dan Sains ARBITER: Jurnal Ilmiah Magister Hukum JOURNAL OF BUSINESS AND ECONOMICS RESEARCH (JBE) Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Journal of Innovation in Educational and Cultural Research Indonesia Berdaya Jurnal Adat dan Budaya Indonesia NOMOI Law Review Jurnal Al-Hikmah Jurnal Hukum Lex Generalis Buletin Konstitusi MAHESA : Malahayati Health Student Journal International Journal of Social Science PAMALI: Pattimura Magister Law Review Locus: Jurnal Konsep Ilmu Hukum Sibatik Journal : Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan Unnes Journal of Mathematics Education Unnes Journal of Mathematics Mavis : Jurnal Desain Komunikasi Visual Suloh : Jurnal Fakultas Hukum Universitas Malikussaleh Fiat Iustitia: Jurnal Hukum Journal of Social Research Locus Journal of Academic Literature Review Formosa Journal of Applied Sciences (FJAS) Jurnal Citrakara Jurnal Ilmu Hukum, Humaniora dan Politik (JIHHP) Fiat Iustitia : Jurnal Hukum PENANOMICS: INTERNATIONAL JOURNAL OF ECONOMICS Juru Rawat. Jurnal Update Keperawatan Srawung: Journal of Social Sciences and Humanities Borobudur Pharmacy Review Indonesian Research Journal on Education Innovative: Journal Of Social Science Research Recht Studiosum Law Review Riwayat: Educational Journal of History and Humanities Journal of Law & Policy Review Journal of Innovative and Creativity Jurnal Pengabdian Masyarakat INSPIRING LAW JOURNAL Jurnal Abdimas Multidisiplin SASI Binamulia Hukum JIPITI: Jurnal Pengabdian kepada Masyarakat Financial and Accounting Indonesian Research ULJLS
Sunarmi Sunarmi
Semarang State University
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

Published : 152 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 152 Documents
Search

 1   2   3   4   5 
IMPLEMENTASI PEMBELAJARAN AUDITORY INTELLECTUALY REPETITION (AIR) TERHADAP KEMAMPUAN BERFIKIR KRITIS DAN DISPOSISI MATEMATIS PESERTA DIDIK PADA MATERI KUBUS DAN BALOK Sumarni, Sumarni; Sugiarto, Sugiarto; Sunarmi, Sunarmi
Unnes Journal of Mathematics Education Vol 5 No 2 (2016): Unnes Journal of Mathematics Education
Publisher : Department of Mathematics, Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujme.v5i2.11397

Abstract

Penelitian ini bertujuan untuk mengetahui ketuntasan hasil belajar peserta didik, rata-rata hasil belajar, serta perbedaan disposisi matematis peserta didik setelah diberi perlakuan model pembelajaran AIR pada materi kubus dan balok. Penelitian dilakukan di SMP Negeri 3 Ungaran tahun pelajaran 2014/1015 dengan dua kelompok sampel yaitu kelompok eksperimen dan kelompok kontrol. Berdasarkan hasil analisis regresi, terdapat hubungan yang positif antara disposisi matematis dan aktivitas belajar dengan kemampuan berfikir kritis peserta didik. Simpulan dari penelitian ini adalah hasil belajar peserta didik dengan model pembelajaran AIR pada materi kubus dan balok dapat mencapai ketuntasan klasikal, dan rata-rata kemampuan berfikir kritis peserta didik pada pembelajaran AIR lebih baik dari rata-rata kemampuan berfikir kritis pada pembelajaran ekspositori. Selain itu disposisi matematis peserta didik dengan pembelajaran AIR lebih baik dari disposisi matematis peserta didik dengan pembelajaran ekspositori.
The Effectiveness of MURDER Cooperative Model towards Students' Mathematics Reasoning Ability and Self Concept of Ten Grade Prasetiyo, Sofan Tri; Dwijanto, Dwijanto; Sunarmi, Sunarmi
Unnes Journal of Mathematics Education Vol 6 No 2 (2017): Unnes Journal of Mathematics Education
Publisher : Department of Mathematics, Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujme.v6i2.13943

Abstract

The purpose of this research was to know the effectiveness of MURDER cooperative model towards students’ mathematics reasoning ability and self concept of ten grade. Population of this research were students of MIA ten grade Senior High School 1 Kebumen in the academic year 2016/1017. Sampling technique using simple random sampling technique. The data collected by the method of documentation, test methods, observation methods, and questionnaire methods. The analyzed of data are used completeness test and average different test. The results showed that: (1) mathematics reasoning ability of students that following MURDER cooperative model have completed individual and classical study completeness; (2) mathematics reasoning ability of students that following MURDER cooperative model better than mathematics reasoning ability of students that following ekspository learning; (3) self concept of students that following MURDER cooperative model better than self concept of students that following ekspository learning.
Effectiveness of Probing-prompting Learning Models with Scaffolding Strategy to Mathematic Creative Thinking Ability and Enthusiasm Alfian, Miftah Hafidz; Dwijanto, Dwijanto; Sunarmi, Sunarmi
Unnes Journal of Mathematics Education Vol 6 No 2 (2017): Unnes Journal of Mathematics Education
Publisher : Department of Mathematics, Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujme.v6i2.17172

Abstract

The purpose of this research was to know that the learning model ProbingPrompting with Scaffolding strategy effective on the mathematic creative thinking ability and enthusiasm. Based on the research results in students population in class VII SMP N 1 Adiwerna in the academic year 2016/2017, used techunique random sampling there are class VII A as experimental class and class VII B as control class. The research total show that in experimental class is reached out classical. The difference test of two average mathematic creative thinking abilities indicates that students' mathematic creative thinking ability in the experimental class is better than the control class. The difference test of two average of enthusiasm shows that enthusiasm students in the experimental class is better than the control class. The conclusion of this research is ProbingPrompting learning model with scaffolding strategy effective to the mathematic creative thinking ability and enthusiasm.
The analysis of adaptive reasoning ability reviewed from students’ confidence in ethnomathematic-based treffinger learning model Fikriya, Annisa; Waluya, Stevanus Budi; Sunarmi, Sunarmi
Unnes Journal of Mathematics Education Vol 7 No 2 (2018): Unnes Journal of Mathematics Education
Publisher : Department of Mathematics, Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujme.v7i2.24941

Abstract

The objective of this study was to examine whether ethnomathematics-based Treffinger learning model was good to improve students’ adaptive reasoning ability and to describe the adaptive reasoning ability based on students’ self-confidence level. The method of this study was Mixed Methods. While the population of this study was tenth grade science students of Wiradesa High School academic year 2017/2018. Again, the population was divided into 2 categories, they were the tenth grade of Science 2 was the experimental class and the tenth grade Science 1 was a control class. Eventually, the result showed that: (1) Ethnomathematics-based Treffinger learning model has good quality in improving students' adaptive reasoning ability since the planning and the implementation of learning process had good criteria, starting from teacher’s and student’s activities and the average of learning outcomes had reached the minimum score (KKM) and (2) the classification of adaptive reasoning ability was based on students' confidence level.
Enhancing mathematical problem solving ability through model eliciting activities Diyastanti, Arum; Dewi, Nuriana Rachmani; Sunarmi, Sunarmi
Unnes Journal of Mathematics Education Vol 7 No 3 (2018): Unnes Journal of Mathematics Education
Publisher : Department of Mathematics, Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujme.v7i3.26548

Abstract

The main purpose of this research was to comprehensively examine the achievement and improvement of mathematical problem solving ability through the use of Model Eliciting Activities and Problem Based Learning. The research method used was explanatory sequential mixed methods. The research design used was Pretest-Posttest Control Group Design. The research population was grade VII students one of Junior High School in Kudus except students in the favourite class. The sample was taken by simple random sampling technique, so that grade VII F was obtained as experiment class and grade VII E as control class. Qualitative research subject were taken 6 subjects based on the mathematical early ability category. The result of the research showed that (1) the achievement of mathematical problem solving ability of the students who got Model Eliciting Activities had not reach the completeness classically; (2) the achievement and improvement of mathematical problem solving ability of the students who got Model Eliciting Activities were better than the students who got Problem Based Learning; (3) the students who got Model Eliciting Activities tend to be active and brave rather than the students who got Problem Based Learning; and (4) some of the students’ difficulties, students with the high early mathematical ability in the experiment class did not face any difficulties, only the students were not careful in calculating, while in the control class faced the difficulty in making plans at number 4, thus influencing the next indicator. For students with the medium early mathematical ability in the experiment class faced the difficulty in determining the correctness of the answer and were not careful in calculating, while in the control class faced the difficulty in determining the correctness of the answer and making the plan at number 4 thus influencing the next indicator. Lastly, for students with low early mathematical ability in both experiment class and control class, they faced the difficulty in determining the truth of the answer and had not finished working on the four questions because the time provided has been exhausted.
METODE LEAST TRIMMED SQUARE (LTS) DAN MM-ESTIMATION UNTUK MENGESTIMASI PARAMETER REGRESI KETIKA TERDAPAT OUTLIER Dewi, Elok Tri Kusuma; Agoestanto, Arief; Sunarmi, Sunarmi
Unnes Journal of Mathematics Vol 5 No 1 (2016)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v5i1.13104

Abstract

This article discusses the theoretical study and use excel and SPSS 19 application of Least Trimmed Square (LTS) methods and MM-estimation methods. Theoretical study focused on the elaboration of the concept of outlier, least trimmed square methods and MM-estimation methods and selection best model use the criteria R2 and resid value. Outlier is data on who did not attend a pattern common regression on the model produced, or not follow as a pattern data as a whole. The existence of outlier in the data can be disrupt the process of data analysis, that led to the data on residual and variance become larger. This research aims to know the effectiveness of robust regression method with Least Trimmed Square (LTS) and MM-estimation in multiple linear regression. This data consisting of age (X1) and body mass index (X2) as variable independent while systolik blood pressure (Y) as dependent variables. The model produced using Least Trimmed Square methods that is Y^=67.141+0.649X1+0.587X2. Regarding the resulting uses the method MM-estimation that is Y^=65.308+0.666X1+0.618X2. Because at Least Trimmed Square method (LTS) obtained the R2 value of is bigger and smaller than the residual method of MM-estimation then it can be concluded that the method of Least Square Trimmed (LTS) is more efficient in the estimate parameter of the regression compared the methods of MMestimation
KETEPATAN KLASIFIKASI DENGAN MENGGUNAKAN METODE MULTIVARIATE ADAPTIVE REGRESSION SPLINE (MARS) PADA DATA KELOMPOK RUMAH TANGGA KABUPATEN CILACAP Anam, Saroful; Sugiman, Sugiman; Sunarmi, Sunarmi
Unnes Journal of Mathematics Vol 6 No 1 (2017)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v6i1.13638

Abstract

Groups of households based on per capita expenditure is composed of two groups of poor households and non-poor households, to separate individuals or objects into a group so it can be located ata particular group can use the method of classification. The purpose of this study was to determine the classification results and errors in the results classification of households in Cilacap district based on the factors affecting the level of poverty in Cilacap with methods Multivariate Adaptive Regression Spline (MARS). MARS is a nonparametric regression method that can be used for high-dimensional data is. To get the best MARS models, do a combination of value Basis Function (BF), Maximum Interaction (MI), and the Minimum Observation (MO) by trial and error. The best model is the model that is used in combination with BF = 45, MI = 3, MO = 1 because it has the smallest value that is equal to 0,030 GCV. Based on the variables that affect groups of households in Cilacap, the result of classification of 37 households with poor category, 34 households appropriately classified as poor, while one 3 households are classified as poor. Likewise, of the 113 households with non-poor category, 113 households appropriately classified into the category of not poor, and no household misclassified into the household with non-poor category. Retrieved classification accuracy of 98.00% of the value of Apparent Error Rate (APER) at 2.00% and the Press's Q test showed that statistically MARS method has been consistent in classifying the data. So as to further research on the classification suggested using the method MARS, by looking at the value of the smallest GCV and GCV value if they have the same smallest it can be seen with the smallest MSE value judgment.
PERBANDINGAN HASIL OPTIMASI PADA METODE BROWN’S ONE-PARAMETER DOUBLE EXPONENTIAL SMOOTHING MENGGUNAKAN ALGORITMA NON-LINEAR PROGRAMMING BERBANTUAN MATLAB Novalia, Dyah; Sugiman, Sugiman; Sunarmi, Sunarmi
Unnes Journal of Mathematics Vol 7 No 1 (2018)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v7i1.20381

Abstract

Pemulusan eksponensial ganda satu parameter dari Brown merupakan salah satu pemulusan eksponensial dengan satu parameter, yaitu parameter . Beberapa algoritma nonlinear programming dapat digunakan untuk menyelesaikan masalah optimasi. Tujuan dari penulisan skripsi ini adalah mendapatkan nilai parameter optimal pada pemulusan eksponensial ganda satu parameter dari Brown menggunakan algoritma golden section, algoritma pencarian dikotomis dan algoritma kuadratis dengan bantuan software Matlab R2009a. Hasil perhitungan dari ketiga algoritma tersebut dibandingkan, lalu dilakukan peramalan menggunakan pemulusan eksponensial ganda satu parameter dari Brown. Pada penelitian ini, proses untuk mendapatkan parameter optimal dengan menggunakan algoritma golden section membutuhkan 16 iterasi hingga didapatkan nilai optimal sebesar dan MAPE sebesar 0,10719%. Algoritma pencarian dikotomis membutuhkan 13 iterasi hingga didapatkan nilai optimal sebesar dan MAPE sebesar 0,10720%. Sedangkan algoritma kuadratis membutuhkan 3 iterasi hingga didapatkan nilai optimal sebesar 0,206883 dan MAPE sebesar 0,10720%. Berdasarkan hasil perhitungan tersebut maka algoritma kuadratis lebih efektif karena jumlah iterasi yang dibutuhkan lebih sedikit sehingga waktu yang dibutuhkan juga lebih efisien
PARAMETER ESTIMATION OF SPATIAL REGRESSION MODEL WITH GEOGRAPHICALLY WEIGHTED POISSON REGRESSION METHOD Fadlilah, Itsnaini Munjiyatul; Sugiman, Sugiman; Sunarmi, Sunarmi
Unnes Journal of Mathematics Vol 8 No 2 (2019)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v8i2.23796

Abstract

Poisson Regression is one of the non-linear regression analysis whose Poisson distributed response variable.Geographically Weighted Poisson Regression (GWPR) is one of the statistical methods to analyze spatial data with point approach. The purpose of this research is to form GWPR model with fixed bisquare and adaptive bisquare kernel function, and compare best model of GWPR with kernel fixed bisquare and adaptive bisquare function. The data of this research is the percentage of poor people in Central Java Province. In this study there are seven (7) variables related to the percentage factor of the poverty population. The test obtained 2 significant variables are population life expectancy and income per-capita population has been adjusted .Based on the result of research, it is found that GWPR model is more suitable than Poisson regression. Provided Geographically Weighted Poisson Regression model with fixed bisquare fixed function and adaptive bisquare globally in Province of Central Java . The advantage of the model can be seen from the value of AIC. The AIC value obtained in the fixed bisquare kernel is 178,7446. Whereas, The AIC value obtained in adaptive kernel bisquare is 183.2349. The GWPR model with the fixed Bisquare kernel is better than GWPR adaptive bisquare.
OPTIMIZATION OF SERIES QUEUE SYSTEM AT SAMSAT (ONE ROOF SYSTEM) SERVICE FACILITY BASED ON ASPIRATION LEVEL Astuti, Niken Yulia; Dwidayati, Nur Karomah; Sunarmi, Sunarmi
Unnes Journal of Mathematics Vol 7 No 2 (2018)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v7i2.24402

Abstract

Antrian dapat ditemui pada beberapa fasilitas pelayanan umum misalnya di Kantor Sistem Administrasi Manunggal Satu Atap (SAMSAT). Tujuan dari penelitian ini untuk mengetahui model sistem antrian yang saat ini diterapkan di Kantor SAMSAT Kota Tegal untuk mengetahui ukuran keefektifan proses pelayanan wajib pajak, dan memberikan sistem antrian yang optimal berdasarkan tingkat aspirasi. Dari hasil penelitian diperoleh bahwa pada SAMSAT Kota Tegal mengikuti model sistem antrian Single Channel Multiple Phase (antrian tandem atau seri). Rincian model antrian pada loket pendaftaran, pembayaran, dan penyerahan STNK adalah [G/G/1]:[GD/∞/∞]. Ini berarti sistem antrian mengikuti pola kedatangan yang berdistribusi General sedangkan waktu pelayanan berdistribusi General dengan jumlah pelayan meliputi 1 petugas di tiap loketnya. Hasil efektivitas dari sistem antrian di Loket SAMSAT Kota Tegal adalah hari Senin, 19 Maret 2018 dengan Lq = 5,0993, Ls = 5,7451, Wq = 12,6078, Ws = 14,2045, dan W = 35,42%. %. Pada hari Selasa, 20 Maret 2018 dengan Lq = 4,3054, Ls = 4,8791, Wq = 12,4754, Ws = 14,1375, dan W = 42,64%. Pada hari Rabu, 21 Maret 2018 dengan Lq = 4,1846, Ls = 4,7469, Wq = 12,4156, Ws = 14,0839, dan W = 43,77%. Pada hari Kamis, 22 Maret 2018 dengan Lq = 4,3002, Ls = 4,8947, Wq = 11,6106, Ws = 13,2158, dan W = 40,55%. Waktu menunggu yang diinginkan pengunjung dan pihak SAMSAT tidak lebih dari 20 menit dan waktu menganggur petugas yang diperbolehkan oleh SAMSAT Kota Tegal adalah 20% maka banyaknya petugas ideal pada tiap loketnya yaitu 1 orang petugas. Abstract Queues can be found in some public service facilities such as in SAMSAT Office (One Roof System). The purpose of this research is to know the model of queuing system currently applied in SAMSAT of Tegal City to know the effectiveness of taxpayer service process, and provide an optimal queue system based on the level of aspiration. The result showed that the SAMSAT of Tegal city follow the model of a queuing system Single Channel Multiple Phase (queue tandem or series). The details of the queuing model at registration counters, payments, and checkers of STNK delivery are [G/G/1]:[GD/∞/∞]. This means the queuing system follows the General distributed arrival pattern while the General Distributed service time with the number of waiters includes 1 officer at each counter. The effectiveness of queuing system in SAMSAT of Tegal City is on Sunday, 19 March 2018 with Lq = 5,0993, Ls = 5,7451, Wq = 12,6078, Ws = 14,2045, dan W = 35,42%. On Tuesday, 20 March 2018 with Lq = 4,3054, Ls = 4,8791, Wq = 12,4754, Ws = 14,1375, dan W = 42,64%. On Wednesday, 21 March 2018 with Lq = 4,1846, Ls = 4,7469, Wq = 12,4156, Ws = 14,0839, dan W = 43,77%. And Thursday, 22 March 2018 with Lq = 4,3002, Ls = 4,8947, Wq = 11,6106, Ws = 13,2158, dan W = 40,55% Waiting time desired visitors and parties SAMSAT no more than 20 minutes and idle time officers allowed by SAMSAT of Tegal City is 20% then the number of ideal officers at each counter that is 1 officer.
Co-Authors Abdul Aziz Alsa, Abdul Aziz Adi Isworo, Adi Adi Prabowo, Rahayu Adli Fahmi Lubis, Muhammad Aflah, Aflah Afrita Harlianty, Rully Agusmidah Agusmidah Ahmad Zakiy Ramadhan Alfian, Miftah Hafidz Ali Roatib Alvi Syahrin Anak Agung Istri Sri Wiadnyani Anam, Saroful Andini, Ikhda Ria Angga Kusuma Dawami Anita Anggraeni, Anita Antary, Cut Rizki Anton Bahtiar Antonius, Hendri Arief Agoestanto Asri Budiarto Astuti, Niken Yulia Atmaja, Agus Adi Aulia, Faturrahman Awaludin, Dipa Teruna Ayu Wulandari Damanik, Wiwin Aziz, Muhammad Fauzan Baidlowi, M. Hisyam Bambang Sarwono Bambang Sunarto BISMAR NASUTION Bravendi, Diantina Budi Setiyono BUDIMAN GINTING Chairuna, Tengku Mita Ciptawan, Ciptawan Dahrul, Annida Darmojo, Kuntadi Wasi David Mubarok, David Dedi Harianto Delina, Susanti Deny Setiawan Devi A, T. Keizerina Devi A, T.Keizerina Devian, Risnanda Vinca Dewi, Elok Tri Kusuma Dewi, Nuriana Rachmani Dian, Elsy Didit Widiatmoko Diyastanti, Arum Donmes, Tamado Dwi Ari Murti Widigdo Dwi Puji Prabowo, Dwi Puji Dwijanto Dwijanto, Dwijanto E S Sulasmi Edgar, Devon Ediwarman Ediwarman, Ediwarman Edwin Widia Ekaputra, Mohammad Eko Sri Sulasmi Ekobudiwaspada, Agung Erawati, Erna Fachrunnisa, Rifka Fadhlan, Fadhlan Fadlilah, Itsnaini Munjiyatul Fahlepy, Ifaldy Riski Fajar Aji, Fajar Fathia, Neng Annis Fikriya, Annisa Fitria Fertha Agustina Fitria, Jihan Dina Fitrianda, Widiya Fitriani, Nurul Haji Fransiskus, Jhonson Edison Fuadi, Fauzan Ginanjarputri, Martha Tisna Ginting Suka, Sri Endhayani Gunanto, Adi Guntur Guntur Gustaf Hutabarat, Andy Hadi Purnomo Hadi Suwono Hamid Mukhlis Hamzalouh, Lubna M. Omar Handriyotopo Handriyotopo Hasibuan, Rahmat Anshar HASIM PURBA Herliyana Rosalinda Heru Supriyatno hervana wahyu Prihatmaka, hervana wahyu Hutabarat, Andy Gustaf Hutabarat, Jenrico Louis Iis Purnengsih Iktarishafa, Vindy Reychani Indra Gunara Rochyat Indrayana, Bagus Indri Kusuma Dewi, Indri Kusuma Irawan, Adhitya Candra Izza, Jasmine Nurul Izzati, Aisyah Juliyana, Milan Karohmah, Nur Kartika, Sahnaz Kartono - Kennedy, Kennedy Khadijah, Siti Nur Khoirin, Khoirin Kristina Wijayanti Kurdaningsih, Septi Viantri Kurniawaty Kurniawaty Kusumaningsih, Faiza Windiari Lase, Intan Nurjannah Lestari, Sastri Ayu Limbong, Henman LISTIANA SRI MULATSIH Lubis, Ikhsan Lufti Nasution , Miranda Madiasa Ablisar Madiasa Albisar, Madiasa Mahmud Mulyadi MAHMUL SIREGAR Manap, Abdul Manhuri, Fitri Manik, Candoro Tua Marlina Marlina Marpaung, Abdul Hakim MARTHALENA, YENNY Mohammad Ridwan Mulhadi, Mulhadi Multono, Mulyono Mulyono, Andi Murni Sapta Sari Mushlich, Muhammad Ahva Muthia Anas Salma Narulita, Ajeng Alisa Nasution, Dinny Oktariza Nasution, Rezeki Angelia NOPIANTI, NOPIANTI Nova Wulan Priyandani Novalia, Dyah Nugroho, Nur Nurita, Rahayu Tri Nuritasari, Rahayu Tri Nuriyanti, Okta Nurkaromah Dwidayati, Nurkaromah Nurulfatmi Amzy Nurzanah, Eka Pane, Lorita Tupaida Panggabean, Fransiska Parinduri, Hamdani Pasaribu, Rizaldy Pawestri, Titi Ayu Perangin-angin, Donsisko Permata, Cintya Putri Prabantarikso, Mahelan Prabowo, Rahayu Adi Prasetiyo, Sofan Tri Pratiwi Damanik, Maristella Purwadi, Toni Purwo Prihatin Pusdiana, Made Sadika Puspita Eka Wuyung Puspitasari Puspitasari Putra Hsb, Ibnu Habib Ryandi Syah Putra, Tri Arya Putri, Dwi Liana Wella Putri, Rahmadyah Kusuma Putri, Rizki Kurnialah Putriaji Hendikawati Qisthi Maghfiroh Qonitah, Parwila Raden Ersnathan Budi Prasetyo Ramadhan, M. Citra Ramadhani, M Ramadhiana, Charinda Bella Reno Abdurahman Reno Abdurrahman Ririn Anjarwati Riswan Munthe, Riswan Ritonga, Syahdani Rizky Wardiman Riyanto, Ina Listyani Rizky, Nikita Robert Robert Robert, Robert Rosnidar Sembiring Safira, Ekatiara Siva Safitri, Nadidah Sagala, Liwarny saidin, saidin Santosa Santosa SANTOSO SANTOSO Santrinita Jumame Saragih, Indah Chairani Sari, Intant Sari, M S Sarwanto Sarwanto Sawitri, Riska Agi Scolastika Mariani Selly Puspita Sari Seno Gumira Ajidarma, Seno Gumira Septiana, Nita Tri Setiawati, Putri Siahaan, Gerald Partogi Sidauruk, Jupenris Siegfried, Irene Elfira Dewi Sinaga, Mohd Rizky Siswanto, Silo Siti Aisyah Siti Badriyah Siti Hajar Situmorang, Josua Pebruanto Mangihut Soegiarto, Ita Soewarlan, Santosa Solehan, Fandi Sri Wahyuni Muhtar St. Budi Waluya Subarti, Dwi Sudrajat, A K Sugiarto S Sugiman Sugiman Suhadi Suhadi Suhendriyo Suhendriyo Sukaraja, Detania Sukarja, Detania Sukartara, Nirwansyah Sukestiyarno, Y L Sulisetijono Sulisetijono Sumarlan, Santoso Sumarni Sumarni Sumarno . Suningrat, Nining Surbakti, Benny Avalona Suryani, Rafika Sutejo, Aris Sutiarnoto Sutiarnoto Suyanto Suyanto Syahputra, Yudi Syarifah Lisa Andriati Sylvia Kartika Dhamayanti Tarsisius Murwadji Tentrem. R.T, Susi Thahir, Irfan Farid Tony Tony Tri Ambarwanto, Sigit Triastono Imam Prasetyo Triredjeki, Hermani Trisakti, Intan Trisna, Wessy Tulus Puji Hastuti Umi Fitriyati Utami, Linda Utami, Tika Putri Veronica, Rahayu Budhiati Veronica, Rahayu Budhiati Wahyudi, Ichsan Walid Walid, Walid Wardhani Sitepu, Noni Kusuma Wicaksono, R S Widita, Cintya Sukma Widya Arisandy Widyastutieningrum, Sri Rochana Wulandari, Novi Citra Yuninggar Renaningtyas Yuwono, Purwanto Yugo Zafi, Bayu Indah Syafinatu Zahra Firdaus