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SENTIMENT ANALYSIS OF MERDEKA BELAJAR KAMPUS MERDEKA POLICY USING SUPPORT VECTOR MACHINE WITH WORD2VEC Rezki, Nurul; Thamrin, Sri Astuti; Siswanto, Siswanto
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 17 No 1 (2023): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (352.972 KB) | DOI: 10.30598/barekengvol17iss1pp0481-0486

Abstract

Sentiment analysis is a data text analysis that classifies data into positive and negative sentiments. This study aims to obtain the results of sentiment classification related to Merdeka Belajar Kampus Merdeka policy on Twitter using support vector machine algorithm with Word2Vec feature extraction. Support Vector Machine is a classification algorithm that separates data classes using the optimum hyperplane. Text data used in sentiment analysis must change its numerical form by performing feature extraction. In this study, the feature extraction used is Word2Vec which represents words in vector form. Data in this study are tweets with the keyword "Kampus Merdeka" uploaded on Twitter as many as 10000 tweets. After preprocessing text data, data used to analyze sentiment was 1579 tweets. Sentiment classification resulted in classification model accuracy 89.87%, precision 91.20%, recall 84.44% and F-Measure 87.68%. Classification sentiment using support vector machine with Word2Vec feature extraction in this study produces a good model.
THE EXISTENCE OF SOLUTION OF GENERALIZED EIGENPROBLEM IN INTERVAL MAX-PLUS ALGEBRA Siswanto, Siswanto
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 17 No 3 (2023): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol17iss3pp1341-1346

Abstract

An eigenproblem of a matrix is where and . Vector and are eigenvector and eigenvalue, respectively. General form of eigenvalue problem is with , . Interval maks-plus algebra is and equipped with a maximum ( and plus operations. The set of matrices which its component elements of is called matrices over interval max-plus algebra and denoted by . Let , eigenproblem in interval max-plus algebra is with and . Vector and are eigenvector and eigenvalue, respectively. In this research, we will discuss the generalization of the eigenproblem in interval max-plus algebra. Especially about the existence of solution of generalized eigenproblem in interval max-plus algebra. Keywords: interval max-plus algebra, generalized eigenproblem, the existence of the solution.
SPATIAL MODELING IN DATA PANELS WITH LEAST SQUARE DUMMY VARIABLE TO IDENTIFY FACTORS AFFECTING UNEMPLOYMENT IN INDONESIA Amil, Sri Indriani; Thamrin, Sri Astuti; Siswanto, Siswanto
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 17 No 3 (2023): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol17iss3pp1381-1392

Abstract

Unemployment is a serious issue that must be addressed. Unemployment has a negative impact on the national economy, making economic growth unpredictable. In 2015, Indonesia was ranked third with the highest unemployment rate in ASEAN. It is estimated that the unemployment rate in each province of Indonesia is influenced by the surrounding provinces. Therefore, spatial modelling on panel data with Least Square Dummy Variable (LSDV) is needed to identify factors that influence unemployment in Indonesia. The data used is Open Unemployment Rate (OUR) data and influencing factors are population, average length of schooling, Gross Regional Domestic Product (GRDP) rate, and Human Development Index (HDI) in 34 provinces of Indonesia from 2015 to 2020. Spatial model on panel data with appropriate LSDV for OUR data are Spatial Autoregressive Model (SAR) and Spatial Error Model (SEM). The SAR model with fixed effects has an value of 90.289%, which is greater than the SEM model with fixed effects (82.708%) and LSDV model (87.864%). The root mean square error value for SAR model with fixed effects is 0.58951, less than SEM model with fixed effects (0.78669) and LSDV model (0.65903). The best model is the SAR model with fixed effects. Based on this model, the factors that influence OUR in Indonesia from 2015-2020 are obtained, namely the rate of GRDP and HDI.
PERFORMANCE COMPARISON OF K-MEDOIDS AND DENSITY BASED SPATIAL CLUSTERING OF APPLICATION WITH NOISE USING SILHOUETTE COEFFICIENT TEST Akbar, Taufiq; Tinungki, Georgina Maria; Siswanto, Siswanto
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 17 No 3 (2023): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol17iss3pp1605-1616

Abstract

Cluster analysis is a technique for grouping objects in a database based on their similar characteristics. The grouping results are said to be good if each cluster is homogeneous, and can be validated using the silhouette coefficient test. However, the presence of outliers in the data can affect the grouping results, so methods that are robust to outliers are used, such as K-Medoids and Density-Based Spatial Clustering of Applications with Noise. The purpose of this study is to compare the results and performance of the two methods using the silhouette coefficient test on data on human development indicators in South Sulawesi Province in 2021. The results of the analysis show that K-Medoids produced 2 groups, namely the districts/cities group which has indicators of human development that consist of 21 districts/cities, and the high group, which consists of 3 districts/cities, while Density-Based Spatial Clustering of Application with Noise produces 1 group that has the same characteristics, which consists of 19 districts/cities, and the remaining 5 districts/cities are identified as noise. Based on the silhouette coefficient test, K-Medoids have a greater value than Density-Based Spatial Clustering of Application with Noise, namely 0,635 and 0,544, respectively, so that K-Medoids have better performance.
CRAMER’S RULE IN MIN-PLUS ALGEBRA Putri, Zakia Nur Ramadhani; Siswanto, Siswanto; Kurniawan, Vika Yugi
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 18 No 2 (2024): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol18iss2pp1147-1154

Abstract

Cramer’s rule is one of a method for solving a system of linear equations in conventional algebra. The system of linear equation can be solved using Cramer’s rule if . Max-plus algebra is a set where is a set of real numbers, equipped with biner operations and where and . Min-plus Algebra is a set where is a set of real numbers, equipped with biner operations and where and . In max-plus algebra has been formulated Cramer’s rule to solve a system of linear equations. Because max-plus algebra is isomorphic to min-plus algebra, Cramer’s rule can be formulated into min-plus algebra. The purpose of this research is to determine the sufficient conditions for a system of linear equations can be solved using Cramer’s rule. The method used in this research is a literature study that reviews previous research related to min-plus algebra, max-plus algebra, and Cramer’s rule in max-plus algebra. By using the appropriate analogy in max-plus algebra, we can determine the sufficient conditions so that a system of linear equations in min-plus algebra can be solved using Cramer’s rule. Based on the research, the sufficient conditions for a system of linear equations can be solved using Cramer’s rule are for and with the Cramer’s rule is . For an invertible matrix A, Cramer’s rule can be written as .
COMPARISON OF SUPPORT VECTOR MACHINE BASED ON FASTTEXT WITHOUT AND WITH FIREFLY OPTIMIZATION PARAMETERS FOR DISASTER SENTIMENT ANALYSIS IN INDONESIA Adhel, Fadilah Amirul; Thamrin, Sri Astuti; Siswanto, Siswanto
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 18 No 3 (2024): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol18iss3pp1791-1802

Abstract

Sentiment analysis is a process for analyzing opinions, sentiments, assessments, and emotions from someone's statements regarding a domain or is also a process for entering and processing data in the form of text. Support vector machine (SVM) is a supervised machine learning technique that functions as a separator of two classes of data. SVM aims to obtain numerical vectors using fasttext. SVM cannot choose appropriate parameters so the use of parameters is not optimal. To obtain optimal parameters with better classification results, firefly optimization was carried out. This research compares the fasttext-based SVM method without and with firefly optimization parameters using data from tweets with the keyword "Indonesian disaster" which was crawled using the Twitter application. The results of this research obtained 128 dimensions that form the weight of each word. This means that each word is represented in a 128-dimensional vector space. The evaluation of the SVM classification model with and without firefly optimization provides an accuracy of 89.1% and 61.3% respectively. This shows that the SVM classification method with firefly optimization provides quite good classification performance compared to the SVM model without optimization.
AVERAGE LINKAGE CLUSTERING METHOD AND MOLECULAR DOCKING STUDY ON DATE PALM (PHOENIX DACTYLIFERA L.) AS POTENTIAL ANTI-ANEMIA AGENT Siswanto, Siswanto; Rasyid, Herlina; Ramadhani, Nur Aliah; Caesar, Nadia Nazwadiah; Sunusi, Nurtiti; Zainuddin, Zaraswati Dwyana
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 18 No 4 (2024): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol18iss4pp2459-2470

Abstract

Anemia, characterized by blood hemoglobin (Hb) levels below the World Health Organization's (WHO) normal limit, remains a significant health concern. Date fruit (Phoenix dactylifera L.) stands out as an herbal plant boasting the highest iron content at 13.7 mg, suggesting its potential as an anti-anemia agent. This study aimed to explore the anti-anemia potential of active compounds in date fruit using average linkage clustering and validated using molecular docking. Compounds from dates were gathered via GC-MS analysis and online databases, totaling 145 compounds—50 from GC-MS and 95 from Knapsack and Dr. Duke databases. Additionally, 5 lead compounds served as positive controls for comparison. SwissADME online servers assessed the compounds' properties, serving as materials for the clustering method. The average linkage clustering method was employed, yielding an excellent dendrogram with a cophenetic correlation of 0.711. Notably, a total of 17 date fruit compounds are in the same cluster as the lead compounds. Molecular docking revealed 4 date palm fruit-derived compounds as potential PHD enzyme inhibitors, promising for anemia treatment. In conclusion, the average linkage clustering method and validation using molecular docking approaches highlight date fruit's potential as an alternative anemia treatment, showcasing the significance of interdisciplinary methodologies in drug discovery.
PERMANENT AND DOMINANT OF MATRIX OVER INTERVAL MIN-PLUS ALGEBRA Septiany, Ade Safira; Siswanto, Siswanto; Kurniawan, Vika Yugi
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 18 No 3 (2024): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol18iss3pp2029-2034

Abstract

A min-plus algebra is a set , where is the set of all real numbers equipped with two binary operations, namely minimum and addition . Every square matrix in min-plus algebra can always be calculated as a permanent and dominant matrix. The min-plus algebra can be extended to an interval min-plus algebra, where the elements are closed intervals denoted with two binary operations, minimum and addition . Min-plus interval algebra can be defined in a square matrix. This research will discuss the permanent and dominant a matrix over min-plus interval algebra, the relationship between permanent and dominant matrix, and bideterminant matrix over min-plus interval algebra. From the research results obtained, permanent and dominant formulas, it found that the dominant is greater than or equal to the permanent and the bideterminant formulas.
CRAMER’S RULE IN INTERVAL MIN-PLUS ALGEBRA Siswanto, Siswanto; Septiany, Ade Safira
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 19 No 1 (2025): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol19iss1pp571-580

Abstract

A min-plus algebra is a set , where is the set of all real numbers, equipped with the minimum and addition operations. The system of linear equations in min-plus algebra can be solved using Cramer's rule. Interval min-plus algebra is an extension of min-plus algebra, with the elements in it being closed intervals. The set is denoted by equipped with two binary operations, namely minimum and addition . The matrix with notation is a matrix over interval min-plus algebra with size . Since the structure of min-plus algebra and interval min-plus algebra are analogous, the system of linear equations in interval min-plus algebra can be solved using Cramer's rule. Based on the research results, the sufficient conditions of Cramer's rule in interval min-plus algebra are for , and . The Cramer rule is .
Faktor Risiko Kejadian Demam Berdarah Dengue (DBD) pada Anak Usia 10-14 Tahun di Wilayah Kerja Puskesmas Temindung Kota Samarinda Nindy Nurhalizah; Siswanto, Siswanto; Irfansyah Baharuddin Pakki; Muhamad Zakki Saefurrohim; Rina Tri Agustini
SEHATMAS: Jurnal Ilmiah Kesehatan Masyarakat Vol. 4 No. 3 (2025): Juli 2025
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/sehatmas.v4i3.5950

Abstract

Dengue Hemorrhagic Fever (DHF) remains a major public health issue in Indonesia. In 2023, a total of 114,720 DHF cases were reported nationwide, with an incidence rate (IR) of 41.4 per 100,000 population—still far above the national target. East Kalimantan is one of the provinces with the highest IR (147.33/100,000). Samarinda City is among the top three areas with the highest number of cases. One of the affected areas in Samarinda is Temindung Public Health Center, which recorded 83 DHF cases, with 52% occurring in children aged 10–14 years, indicating that this age group is the most vulnerable to DHF. This study aimed to analyze the risk factors associated with DHF incidence among children aged 10–14 years in the working area of Temindung Public Health Center. A quantitative approach was used with a case-control study design and total sampling of 81 respondents, consisting of 27 cases and 54 controls. Data analysis was conducted using the Chi-Square test and Odds Ratio (OR) calculation. The results showed significant associations maternal knowledge (p= 0.001; OR= 11.440), PSN behavior (p= 0.001; OR= 7.231), cadre support (p= 0.022; OR= 3.571), and health facilities availability (p= 0.034; OR= 9.100). Therefore, it’s recommended to involve students as mosquito larvae monitors, conduct thematic health education with PSN practice demonstrations, and optimize the distribution of facilities through Musrenbang and CSR-based partnerships.
Co-Authors 12.5202.0161 Daniel Yeri Kristiyanto A'yun, Vina Qorrotu AA Sudharmawan, AA Abdan Rahim, Abdan Abdia, Hikma ABDU RAHMAN BACO, ABDU RAHMAN Abdul Rouf Abdulloh, Najib Abdur Rahman Abimanyu, Iqbal Kresna Absor, Ulil Achmad Sani Supriyanto Achmad Zubaidi Febriansyah Achmad, Adang Darmawan Adawiyah, Robiyatul Ade Irma Ade Lenawati Ade Ricky Rozzaqi Adhel, Fadilah Amirul Adhi Wibowo, Gusti Ngurah Adi Yusuf Setiawan, Adi Yusuf Adiwena, Bartolomeus Yofana Adiyono Adnan Hendra, Adnan Adnyana, Ida Bagus Nararya Primastana Adri Supardi, Adri Afriadi, Deni Afrianti, Zulvina Afriany, Evi Afrinaldi, Rolly Agastia, Praspati Agatha Saputri Agestiningrum, Restu Agil Nanggala Agung Warsito Agus Hermawan Agussyarif Hanafie Agustina, Hylda Putri Agustinus Budi Santoso Ahamed, Forbis Ahmad Djalaluddin Ahmad Muhlisin Ahmad Muktamar B Ahmad Saifudin, Ahmad Ahmad Zaki Mubarok, Ahmad Zaki Ainani, Muhammad Aisy, Maitsaa Rihhadatul Aisyah Tri Retno Ariadianti, Aisyah Tri Retno Aisyah, Aulifia Nisak Aiu Viollani, Kity Akbar, Muhamad Tri Akhlida, Syifa Khairina Akhmad Azmiardi Akhmad Taufiq Akhmad, Bachruddin Ali Akhsan, Tiara Annisa Akirman, Akirman Akmal Djamaan Al Ahmadi, Khumairotul Zahroh Al Anshory, Fadhil Al Islami, Muhammad Fiqri Al-Mubdi, Muhammaad Abid Alaidrus, Salim Alam, Sohbat Alex Kurniawandy Alfajri, Novi Zain Alfarizi, Wawan Alfarizki, Aksal Alfaruq, Fahmi Fadhilah Alhajj, Irfan Qowwiyul Aziz Alhuda, Dinda Yusri Ali Muhson Alinse , Rizka Tri Alinse, Rizka Tri Aliyah, Fadilatul Amali, Muhlas Amalia Mentari Djalumang Amil, Sri Indriani Aminatun Aminatun Amir, Indra Tjahaya Amiruddin Amiruddin Amirul, M. Ardi Amirul, Muhamad Ardi Amrazi Zakso Anam, Rifat Shafwatul Andi Anwar, Andi Andi Febriyanti Andi Hamim Zaidan Andi Kresna Jaya Andik Prakasa Hadi ANDRI KURNIAWAN Anggita Bunga Anggraini Anggraini, Alfina Dwi Anggraini, Syatia Duwi Angriany, A. Muthiah Nur Ani Widayati Anna Islamiyati Annisa Indah Pratiwi Annisa Nurrachmawati Ansharullah ansharullah Apriana Apriana Apriani, Imelda Nur April Gunawan Malau Aprilia, Intan Bella Aprilinda, Tara Aprinsa, Roki Aravik, Havis Ardiansyah, Abimanyu Prastyo Ardianto, Bagus Putra Arfan, Muh. Indirwan Arfandi, Muh. Amri Ari Saputro Ari Saputro, Ari ARI SUPARWANTO Arif Hidayat Arif Qisthon Arif Rahman Hakim Arif, M D Arifah, Tutik Arifianto, Deny Arisandy, Poppy Arisanty, Poppy Arisona, Dian Christien Ariyanto, Novy Arlina Azka Arman, Agym Nastiar Armanu Thoyib Arsana, I Putu Yogi Arsul, Muhamad Rizki Artania Adnin Tri Suma Arum Darmawati Ashidqy, Abdul Zalil Ashwad K, Hajratul Asri Karolina, Asri Asrianti, Tanti Assabil, Fadli Fikri Assaiq, Muhammad Royhan Astuti, Wahyu Tri Atang Sutandi Atha, Nasruddin Atiana, Sari Atwa, Arie Aulia, Rahma Aulia, Windi Ayati, Nufasilul Ayubi, Rahman Tri Ayudhia Rachmawati Ayuningtyas, Tantri Raras Ayunisa, Dini Arifa Azhari, Fitri Azizah, Aryanti Nur B, Herman Badrawati, Kadek Susi Baharuddin, Jukri Bahroyni, Ahmad Bahrun Bahrun Bakti Wisnu Widjajani Bambang Subali Bambang Sujatmoko Barid, Miftah Baso, Andi M Alfin Baso, Andi M. Alfin Basuki Hari Prasetyo Basuki Sumawinata Basundari Sri Utami Beti, Ila Yati Birawa, F R Buana Suhurdin Putra Buddy Riyanto Budi Sutrisna, Budi Budi Usodo Budiyono Budiyono Busroni, Busroni Caesar, Nadia Nazwadiah Cahya Fahrurozi, Anindhita Cahyanti, Putu Yunika Cahyo Yusuf cahyono, didik Chatarina Umbul Wahyuni Christine Wibhowo, Christine Colvin, Kathryn Dakhlan, A Dakhlan, Akhmad Danang, Danang Daniwijaya, M Edwin Widyanto Dany Elisa Victory, Dany Elisa Darmawan, Igeny Dwiana Darmono Taniwiryono Darus, Umi Davala, Muhammad Ridzky Delima Delima Deni Afriadi Derajat, Derajat Deri Kusmadeni Desi Tri Utami, Desi Tri Desy Hajizah Dewantara, Anaz Bima Dewantari, Nuryunita Dewi Fortuna Ayu Dewi Purnama Sari Dewi Yustiana Dewi, Amalia Kusuma Dewi, Yossie Kharisma Dharmawan, Dadi Dian Handayani Dian Kurniawati Dian Normalitasari Purnama Dian Permana, Dian Dian Septinova Dini Florina Dini Sofarini Djamaludin, Heder Djati Kusdiarto Djony Izak Rudyardjo Djony Izak, Djony Izak Domas Fitria Widyasari Dominikus Rato Dono Wahyuno DWI ANDREAS SANTOSA Dwi Aryanti Dwi Ori Herdianto, Dwi Ori Dwi Siswanto Dwijayanti Mutiara Sujaya, Sri Dwiyanti, Elsa Dzikri, Akhmad Dzulfikar Akbar Romadlon Edi Hamdi Edi Pornomo, Bambang Edi Yusuf Adiman Edwin Zusrony Edy Hariyadi Edy Supriyanto Edy Wibowo Efendi, Moch Efendi, Mutiara Putri Efriantho, Dodi Ega Trisna Rahayu Egytama, Muhammad Octavian Eka Ary Wibawa Eka Jevri Karnanda, Eka Jevri Eka Putri, Virny Zasyana Ekasari, Yustia Ekayanti, Ni Luh Ayu Eko Prasetyo Rohmawan Eko Risdianto Eko Suryana Elga, Chirstin Eli Susanti Eli Trisnowati Eliza, Veta Ellianawati, Ellianawati Ema Rachmawati Endang Sulastri Enggar Prastyo Eny Enawaty Erfan, Erfan Eris, Deden Dewantara Erjisun, Erjisun Erlambang, Yaumil Putri Ermiyati Ermiyati, Ermiyati Ernawati Ernawati Erwanto Erwin Aditya Pratama Esti Utarti Evaletrina Gracelita Marisda Fabela, Erica Fadila, Hana Fahrur Rozi Fakhrezi, Muhammad Azriel Fakhruddin Fakhruddin Farida Fathul Farida Nurhasanah Fatchur Rohman Fatikhiah, Fina Al Fatmawati, Siti Tika Fauzi, Manyuk Fauzi, Muhammad Sukron Fauzi, Rian Azmal Fauzi, Rian Azmul Fauziyah, Ridha Febri Yuliani Febrian Saputra Febriany, Arynika Febriyansar, Eri Ferdy , Ferdy Filemon Filemon Firdaus, Indri K Firdaus, M. Rofiki Firmansyah, M. Hafiddin Firmanul Catur Wibowo Fitria, Nur Annisa Fitriani, Yessi Fitriyah, Fauziatul Florentino, Alfredo Jati Foeh, Nancy Diana Fransiscus, Raymond Fredricka , Jhoanne Fredricka, Jhoanne Fuad, Asril Furoidatul Husniah Galuh Rio Harto, Galuh Rio Ganewati Wuryandari, Ganewati Gata, Windu George Hardjanta Georgina Maria Tinungki Gibson Manalu Gregorius Andrea Mustikaningrat , Gregorius Andrea Mustikaningrat Gunawan Gunawan Gunawan Pria Utama Gusmizain, Anggrina Gussamwang, Muhammad Habiahan, Renta Enjelina Habrio Ilva YR Hadi Siswoyo Halida Halida Halim, Donny HAPPY WIDIASTUTI Haq, Thariq Naufal Harahap, Hamdan Fauzi Hari Basuki Notobroto Hartono Hartono Harvey, Edwardo Haryanti, Novi Hasibuan, Siti Junaidah Hasnah, Nur Hasriadi, Hasriadi Hastuti Kusreni, Hastuti Hasyim, Ammar Abdurrahman Haviki, Nando Hawari Nasution, M. Adlan Al Hay's, Riyan Naufal Hendra Taufik Hendri Rasminto Hendriyanto, Agus Hendro Subagyo Henny, Stepanus Herdhata Agusta Hermilinda Parera Herning Suryo Heru S.P. Saputra Heryenzus, Heryenzus Heryono, Firman Hidayati, Suci Hoque, Obaidul Huda, Muchamad Samsul Husni Mubarak Husni Syahrudin I Ketut Sumadi Ida Ayu Putu Sri Widnyani Ida Bagus Komang Ardana Ida Bagus Windia Adnyana Ida Rianawaty Idi Warsah Ifroh, Riza Hayati Ike Anggraeni Ikrar Pramudya, Ikrar Ilham, Mochamad Imaliya, Tri Imam Sapuan Imam Widodo Imron Imron, Imron Inayah, Ika Indra Kanedi Indriana, Nining Indriani, Alya Indriani, Dilla C Intan Rahmawati Iqbal, Roihan Mohamad Ircham Robbaq Azwar, Ircham Robbaq Irfansyah Baharuddin Pakki Irirwanas, Intannia D Irma Megawati, Irma Irma Mustika Sari Irwan Fathurrochman, Irwan Irwan Irwan Iskandar Iskandar Islami, M. Fiqri Al Ismail Dwi Saputra Isnan Murdiansyah Iswandi Anas Chaniago, Iswandi Anas Iwan Harjono Utama Iwan Indrawan, Iwan Iwan Kurniawan Izzah Fadhilah Akmaliah Jamal, Rini Jan Ady Jan Ady Jayana, Thoriq Aziz Jazimatussoimah, Jazimatussoimah Juandita, Karina Natasya Juhana, Juhana Julaekha, Siti Julianto, Rahmat Juliswan, Arif Julyani, Dahliya Jumadi Jumadi Jumaini, Nuriska Junico, Vallery Ofelia K.F, Ayu Tifani Kadir, Yolanda Kahar Muzakhar Kalbuadi, Donny Nugroho Kalondeng, Anisa Kamba, Ismail Karami, Citra Kartika, Nanda Ajeng Kasa, Annuar Ramadhon Khabib Mustofa Khairil Khairil Khamim, Mohammad Khasanah, Usfatun Khidir, Muhammad Khoeir, Muhammad Irsyad Sirojul Khoirun Nisa, Rizqy Kholifah, Nor Khusnudin Khusnudin, Khusnudin Kiranti, Gabrilia Kiswari, Lusida kodirin, kodirin Koen Irianto Uripan Koko, Betri Kondy, Evlyn Pricilia Krisna Ananta, Kevin Krisnita Dwi Jayanti, Krisnita Dwi Kumala Sari, Yunita Kumelasri, Nanti Kuncoro, Wreda Agung Kurniadi, Moch Danu Kurniasih, Dede Dwi Kurniawan, Eko Arie Kurniawansyah, Arius Satoni Kurniawati Meylianingrum Kusuma Adhianto Kusuma, Anton Thista Kusumaningtyas, AD Kusumo, Haryo Kwartama, Agung Labanni, Arniati Labora, Muhammad Fahrur Razi Benduk Bin Laili, Nurus Sahari Larasati, Dwi Ina Larasati, Hindun Lemido, Ryo Lena Elfianty Leni Natalia Zulita Lestari, Ade Febrina Lidyana, Ayu Lilis Yuliati Liman Liman, Liman Lita Darmayanti Lovina, Fitri Lubis, Barata Sultan Lucie Widowati Luhur Wicaksono Luktyansyah, Insyiah Meida Luluk Fitriana Lusiana, Ayu Nita M. Andy Rudhito M. Anif M. Ghufron Chakim M. Sukarno M.Anif Ma’rufah, Fitri Setya Mabrur, Azas Madi Hartono Maduma Sari Sagala Maemonah, Maemonah Mafaza, Octavia Ulya Maghribi, Sahmura Maula Al Magriyanti, Arie Atwa Maharani Ekowati, Vivin Mahendra Adhi Nugroho Maisaroh, Siti Maisaroh Siti Malik, Shazia manihar Situmorang, manihar Manora, Hecsa Manullang, Octa Ida Marasabessy, Masaalah Marcello Putra Hardani, Iqbal Mardani Mardani Mardani Sebayang Mardaniah, Mardaniah Margaretha sih setija utami, Margaretha sih setija utami Marhamah, Emah Maridi Maridi Marinu Waruwu Mariska, Refi Mariyani, Anna Marjono Marjono Marleno, Risma Marliana, Nana Martin, Ade Mustika Maryaningsih, Maryaningsih Maryono Maryono Masita, Yeti Maspah, Maspah Masruroh1,2, Ah Yusuf3 , Nikmatur Rohmah4, Irfansyah Baharudin Pakki5 , Anita Dewi Prahastuti Prasojo6 , Qurnia Andayani1 , *Agung Dwi Laksono7 Masturi Masturi Masyhuri Mahfudz, Masyhuri Masyhuri Masyhuri Maulan, Puteri Anindya Maulana Irfani, Muhamad Irfan Maulinda, Riska Maya Sekar Wangi Maya Utami Dewi, Maya Utami Maylani, Dita Asri Ma’rifatin, Ma’rifatin Medriati, Rosane Mega Fatimah Rosana Mei Fita Asri Untari Meiryani, Meiryani Melani, Pipit Merinda Noorma Novida Siregar‬ Mesterjon, Mesterjon Miftah Hur Rahman Zh Miftahul Ulum Migi, Migi Migunani Migunani Milna Wafirah Milzam, Mardas Mintanawati, Nirwani Miolo, Alya Safira Irtiqa Miru, Christiani Natasya Misto Misto Moch. Malik Al Firdaus Mohammad Lutfi Mohammad Muchlis Solichin Mohd Anuar Ramli Mohd Farhan Md Ariffin, Mohd Farhan Momot, Alfaris Mubalus, Steni Feni Ema Mubarok, Achmad Ibnu Mubarok, Muhammad Alwi Mudjiatko, Mudjiatko Mufidah, Ummi Muh Ade Artasasta Muh Amri Arfandi Muh. Amri Arfandi Muhamad Rafiansyah Siregar, Valdi Muhamad Sholikhun Muhammad Abdul Aziz Muhammad Agus Muljanto Muhammad Amin Muhammad Anif Muhammad Fadil Muhammad Fariz Al'Fattah Muhammad Ferdiansyah, Muhammad Muhammad Hikam, Muhammad Muhammad Idris Muhammad Mirandy Pratama Sirat Muhammad Muchlish Huda, Muhammad Muchlish Muhammad Mury Syafei Muhammad Rivai Muhammad Walid Muhammad Yusran Muhtaruddin, Muhtaruddin Mujahidin, Esa Akhmad Mukhamad Najib Mukhidin Mukhlissul Faatih mulia sari, silvia ananda Mulyadi, Taufik Muna, Nailatul Munawwaroh, Alda Gemellia Mundofi, Ahmad Asron Murniani, Murniani Murniyanto Murniyanto, Murniyanto Mursida Mursida, Mursida Mursudarinah Mursudarinah Murti, Fajar Wisnu Murti, Fitri Nura Musa, Bulkis Musdalifah Musdalifah Muslikatun, Muslikatun Mustaqim, Rachmad Mustikawati, Farida Mustofa Mustofa Muthmainna, Alifah Mwakapemba, James Leonard Nabila, Desvika Yumna Naheria, Naheria Nailah, Fadia Naim, Tanti Asrianti NALLE, CARLES Y.A. Nanik Wahyuni ‎ Nanto Sriyanto, Nanto Narendro, Arsanto Naryaningsih, Agustien Nasrukhah, Umy Nastiti, Haswa Aulia NASUTION, HAFNI CHOLIDA Nasution, Jeki Nelfita, Yulia Nenden Susilowati Niken Purnamasari Nikmah, Firda Nilam Sari, Fatma Nindy Nurhalizah Ningrum, Indah Septiya Ningrum, Ririn Tri Puspita Nirwan Ilyas Nislawati, Ade Nopitasari, Nopitasari Novalia Novalia Novi Rahmawati Novie Susanto Ns. Diana Dayaningsih Nughthoh Arfawi Kurdhi, Nughthoh Arfawi Nugraha, Nabila Dwi Putri Nugraha, R. Andro Ziliyo Nugroho Arif Sudibyo Nugroho Sasongko Jati, Nugroho Sasongko Nugroho, Aris Sarwo Nugroho, Setio Nugroho, Wahyu Satrio Nunuk Hariani Soekamto Nunuk Sri Muktiati Nur Afifah, Wuri Nur Aini Nur Ainun Nabilah, Kharisya Nur Asnawi Nur Khoiriyah Nur Laila Meilani Nur Setiati, Farida Nur Wahid, Agus Nuraini Asriati Nurdin, Afifah Mutiah Nurditasari, Intan Nurfadilah Nurfadilah Nurfaiza, Sri Maya Nurfajriani, Nurfajriani Nurhamzah, Riani Dwi Nurhayati Nurhayati Nurhijriah, Nurhijriah Nuril Ukhrowiyah Nurlaela Muna Nurmana, Ayyub Hamdanu Budi Nurnawati NURTITI SUNUSI NURUL AZIZAH Nurul Rezki Nuryunita Dewantari Ocvanirista, Reza Deri Oeryana Agustin Widayanti Oetomo, Wateno Oktavia, Gumi Oktaviani, Ines Nathasia Pane, Majid Karim Panggabean, Anastasya Panggabean, Hendrix SB Pardiman Pardiman Periady, Effri Permady, Gigieh Cahya Permana, Anggit Permana, Dede Permatasari, Galuh Permatasari, Ulfa Prabandari, Radha Sita Pradana, Mahera Iman Pradani, Estri Aditya PRAKOSO, Haryo Tejo Pramuwardani, Nur Fitri Dwi PRANANDA, ADHIYAKSA Prasetyo, Basuki Hari Pratama, Asyraf Muntasir Pratama, Edo Dwi Pratama, Haqqi Rosi Pratama, Maulana Yoga Pratama, Ridho Agung Pratisna, Pompy Pratiwi, Aprilia Pratiwi, Fennysa Indrilla Prilanita, Yeni Nur Priyadarshini, Rossyda Priyadi Priyadi Priyono Priyono Pulunggono, Heru Purba, Hindra Adi Putra Purbasari , Dita Anggi Purnama Edy Santosa Purnamasari, Nurlaili Purnomo Edi Sasongko Purwadi, P Purwanto Purwanto Purwanto, Purwanto Puspita Ningrum, Olivia Puspita, Tina Putra, Alfis Putra, Muhamad Yuanda Putra, Rio Marenda Eka Putranto Hadi Utomo Putri, Cahya Dwi Putri, Sherlly Oktavia Dwi Putri, Zakia Nur Ramadhani Qosidah, Nanik Qotadah, Hudzaifah Achmad Qutrotu'ain, Salsabila Rabbani, R N Raden Sutiadi RADIYANTO, INDRIYA Radyawanto, Aris Setyo Rahayu, Eka Widia Rahayu, Indah Tri Rahayuningrum, Lina Madyastuti Rahim, Rahmiati Rahimah, Hafilah Najwati Rahmadhani S, Salsabila Rahman, Adenarsy Avereus Rahman, Ashari Rahmat Hidayat Rahmat, Hasbur Rahmawati, Anita Dwi Rahmayanti, Desy Anugerah Ramadhan, Mario Surya Ramadhan, Muhammad Abdi Ramadhan, Surya Ramadhani, Nur Aliah Ramadhani, Reza W Ramazanu, Sheena Ramlan Silaban Randhi Saily Rangga Saputra, Hanip Rasena, Henda Ageng Rasyid, Herlina Rasyid, Sani Hadiyan Ratna Ermawati Raupong, Raupong Ref’ati, Ruvi Rejeki, Suprapti Reni Veliyanti Reza Saputra, Reza Rezki, Nurul Rhama Nurwansyah Sumarsono Rian Azmul Fauzi Rian Hidayat Rian Trikomara Iriana Ridwan, Agung Laksono Riefky Sungkar Rifai, Fuad Yanuar Akhmad Riftyan, Emma Rikza, Abdullah Rina Rahayu Rina Rahayu, Rina Rina Tri Agustini Rinaldi Rinaldi Rinjani, Nadinda Khoirunnisa Puri Ririn Angriani Ririn Arianti, Ririn Risdayanti, Rikha Nur Risva Risva Riva Ismawati, Riva Rivai, Mahfud Riyadi Riyadi Rizka Fiani Prabaningtyas, Rizka Fiani Rizqi Ilyasa Aghni Rizqi, Achmad Maulana Robbani, M. Akbar Maulana Robiatul Adawiyah Rochman, Mochammad Nurur Rofi’i, Imam Rohayanti, Rohayanti Rohman, Alif Nur Rohmat, Muhamad Syahrul Rohmawan, Eko Prasetiyo Rokhmawati, Ilma Eka Nur Rosmala Dewi Rosnawati Rosnawati, Rosnawati Rosyidah, Nala Khilmi RR. Ella Evrita Hestiandari Rubiyo Rubiyo Ruli Astuti Rusminah Rusminah, Rusminah Sa'idah, Ulya Sabirin, Rahmaningsih Mara Saefurrohim, Muhamad Zakki Safuri Musa Sagala, Yollanda Natalia Sahlan Sahlan Saiful Hadi Saimroh, Saimroh Sakila, Fanya Putri Salsabilah, Dwi Putri Samian Samsuddin Samsuddin Sandi, Kurnia Sandika, Fijai Dea sandra dewi Sanjaya, Arta Santoso Budi Wiyono sapri sapri Saputra R, Edy Saputra, Hanip Rangga Saputra, I Putu Yogi Saputra, Mahmud Yoga Saputra, Naldia Defa Saputri, Amelia Indah Saputri, Berliana Gina Saputri, Meidhea Reforma Saputri, Rhica Dhea Sari, Astari Pranindya Sari, Chintya Komala Sarjuni, Muhammad Sarwani Sarwani, Sarwani Sattya Arimurti Saturdayana, Made Sazena, Mayang Sekar Tuti Sekarningtias, Felia Oktaviana Sendi, Okni Aisa Mutiara Sepriani, Nilfi Septiani, Marini Septianisa, Septianisa Septiany, Ade Safira Setiani Setiani, Setiani Setiati, Farida Nur Setiawan, Fani Setio, S Setio, Slamet Setiyowati, Ririn Setyo Budi Santoso Sheila, Aldhea Siddik, A. Muh. Amil Simanjuntak, Valentino Sinaga, Irwan Nopian Singgih, Suwito Sirajang, Nasrah Sirat, M M P Siregar, Valdi Muhamad Rafiansyah Siregar, Valdi Muhammad Rafiansyah Sismanto Sismanto Siswahyudianto Siti Aminah SITI KHOLIFAH Siti Nur Soleha siti nurlela Sitti Sahriman Situmorang, Vincensius Soediantono, Dwi Soekarno Mismana Putra, Soekarno Mismana Soesi Idayanti Soleh, Mohamad Soraya, Zulfatus Sri Andriani Sri Astuti Thamrin Sri Astuty Sri Haryati Sri Nurhayati Sri Suharyati Sri Wahyuni Sriyono Sriyono Subandi Subandi Subari, Adrianus Junaidi Sudi, Ahmad Sudiansyah, Sudiansyah Sugiarto S Sugiarto, Kurniawan Bagus Suhendar, Akip Sukatman Sukatman Sulastri Sulastri Sumali, Bambang Sumarni Sumarni Sumarno . Sumaryanto Sumaryanto, Sumaryanto Sumindar, Dadan Sumpono, Imam Sunarya, Adi Supadi Supadi Supanji Setyawan, Supanji Supardi, Reno Supono, Ihsan Suprayitno , Eko Supriadi, Candra Supriyadi Wibowo Supriyono Supriyono Suraini, Fiyeri Suranti, Dewi Suriatno, Tommy Surmini, Surmini Surya Gumilar Susanti, Dewi Susi Susanti, Evy Tri Susatyo Handoko Sutansyah, Sani Sutardi, Noercholish Madjid Sutarti Sutarti Sutikno, Sigit Sutirman Sutirman Sutisna Sutisna Sutomo Sutomo Sutoyo Sutoyo Sutoyo Sutoyo Sutrima Sutrima Sutrisno, Muhammad Adri Suwarni Suwarni Syah Putra, Andrian Ramadani Syahrio Tantalo Syahrir, Alam Syahrir, Nur Hilal A. Syaiful Anwar SYAIFUL BAHRI Syamsul Arifin Syed Jaafar, Syed Mohd  Jeffri Syifa, Nor Taher, Muhammad Tandiyo Rahayu Tantri Yanuar Rahmat Syah Tarigan, Anjany Tasya Surabika Taufiq Akbar Tauristia Maydiana, Tauristia Teguh Rafian, Teguh Teguh Supriyanto Teguh Wiyono Tety Nur Cholifah, Tety Nur Tiana, Murni Tini, Tini Tiofany, Putri Celine Titik Maslikatin TITING, TRI FEYBERIATIMALINI REBA Titis Miranti, Titis Toibah Umi Kalsum Tri Mulyono Tri Utami, Desi Tri Wibawa Tri Yulianto Tria, Lukis Trianna, Nurul Widji Trihono Trihono Trimaijon, Trimaijon Trimaijon, Trimaijon TW Wisjhnuadji, TW Tyas, Inno Cahyaning Ulfah, Mailani Ulfitasari Ulqia, Nindy Umi Hidayati Umi Julaihah Ummu Fatimah Ria Lestari, Ummu Fatimah Ria Usman Radiana Utama, Andiko Halim Utama, Fiqri Saputra Utama, Oktaviarum Slamet Utami, Puspa Indah Va, Hanny Sc Veithzal Rivai Zainal Veliyanti , Reni Vera Astuti, Vera Vika Yugi Kurniawan Vika Yugi Kurniawan Vivin Maharani Ekowati Wahyu Purwaningsih Wahyu, Syarifah Saptaning Wahyudi Wahyudi Wahyuna, Marisya Walid, Muhamad Wandari, Eny Lastio Wanti Mindari Wardani, Maya Larasati Donna wati, Diyah Sela Wibowo, Rakhmat Ari Wicaksono, Ahmad Tibrizi Soni Wicaksono, Bagus Aji Wicaksono, Owen Arif Widayati, Niken Tri Widiyaningrum, Retno Ayu Widodo, Muji Wijaya, Altoma Wijaya, Ermy Wijaya, Kemal Wijaya, Roma Wijayanti, Novida Prima Wijayanti, Sherina Wildana, Rizki Winarsa, Rudju Windari, Era Nurisa Windi Atmaka, Windi Wirastuti, Fita Wiworo, Wening Wiyanto - Wulandana, Caecaria Septa Wulandari Wulandari Wuryanto Wuryanto Yani Jane Yani Prabowo Yanuar, Ahmad Ismed Yanwirasti Yanwirasti Yeni Sulastri Yohanna Lilis H Yolanda Darnaningrum Yonatan Alex Arifianto yono, Hari Aspri Yoshinta, Rolisda Yudha, Agung Raynason Yudhistira, Guntur Januar Yudhiyati, Ratna Yulantomo, Aris Yuli Fitrianto Yulia Indah Puspitasari Yuliansah Yuliansah Yulianto Yulianto Yunita, Andi Isna Yupianti, Yupianti Yusiran Yusiran, Yusiran Yusmarini Yusmarini Yusni Maulida Yusuf Muhyiddin Yusuf, Mohammad Taufik Yusuf, Rozi Zahri N.A, Ach Zainal Abidin, Irwan Shah Zainuddin, Zaraswati Dwyana Zakki Saefurrohim, Muhamad Zalukhu, Asri Rahma Zalukhu, Lefina Kristiani Zebua, Yarinidi Angel Zulfiandry, Ricky Zulfikar, Gilang