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Mashuri Mashuri
Balai Bahasa Provinsi Jawa Timur
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PENERAPAN ALGORITMA DIJKSTRA DAN FLOYD-WARSHALL UNTUK MENENTUKAN RUTE TERPENDEK TEMPAT WISATA DI BATANG Marlina, Leni; Suyitno, Amin; Mashuri, Mashuri
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.v6i1.13544

Abstract

Fasilitas petunjuk arah menuju tempat-tempat wisata di Batang sangat minim, sehingga para wisatawan kesulitan mencari rute yang efisien menuju tempat-tempat wisata tersebut. Permasalahannya adalah bagaimana menentukan rute terpendek tempat wisata di Batang menggunakan algoritma Dijkstra dan Floyd-Warshall. Tujuan penelitian ini adalah untuk menemukan penyelesaian dari penerapan algoritma Dijkstra dan Floyd-Warshall dalam menentukan rute terpendek dari stasiun/terminal di Batang menuju ke tempat wisata di Batang. Langkah-langkah dari penelitian meliputi (1) membuat graf berbobot rute tempat wisata di Batang, (2) menemukan penyelesaian dari penerapan algoritma Dijkstra, (3) menemukan penyelesaian dari penerapan algoritma Floyd-Warshall, (4) menentukan rute terpendek yang direkomendasikan. Berdasarkan hasil penelitian diperoleh 27 rute terpendek di mana 25 rute adalah sama dan terdapat 2 rute yang berbeda. Rute yang berbeda tersebut yaitu (1) rute terpendek dari Terminal Banyuputih ke Tubing Pandansari dan (2) rute terpendek dari Terminal Banyuputih ke Bandar Ecopark. Dapat disimpulkan bahwa algoritma Dijkstra lebih tepat untuk digunakan dalam menentukan rute terpendek tempat wisata di Batang.
PENERAPAN ALGORITMA KRUSKAL DAN ALGORITMA SOLLIN PADA PENDISTRIBUSIAN AIR PDAM TIRTA AJI CABANG WONOSOBO DAN APLIKASINYA MENGGUNAKAN MICROSOFT VISUAL BASIC 6.0 Prasetiyo, Agustaf; Mulyono, Mulyono; Mashuri, Mashuri
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.v7i2.14238

Abstract

Kruskal algorithm and Sollin algorithm are algorithms on graph theory which can be used to find minimum spanning tree for weighted graph. The problem in this research is how the result of minimum water distribution of Tirta Aji Municipal Waterworks Wonosobo branch that in the form of minimum spanning tree using Kruskal algorithm and Sollin algorithm, and how to build an application to find minimum spanning tree from water pipes distribution of Tirta Aji Municipal Waterworks Wonosobo branch using Microsoft Visual Basic 6.0 from Kruskal algorithm and Sollin algorithm. Based on the obtained secondary data, it can be arranged a network. From this network it can be obtained the minimum spanning tree by using Kruskal algorithm and Sollin algorithm. Kruskal algorithm and Sollin algorithm were applied to build an application on Microsoft Visual Basic 6.0, then that application can be used to find the minimum spanning tree from the water pipes distribution. Based on the result of this research, it can be concluded that the weight of minimum spanning tree using Kruskal algorithm, Sollin algorithm and this application is same, that is 36.715 m. It means, the water pipes distribution of Tirta Aji Municipal Waterworks Wonosobo branch can be thrifted up to 9.027 m from the total pipes length before, that is 45.742 m. Kruskal and Sollin algorithm are algorithms on graph theory which can be used to find minimum spanning tree. The problem in this research is how the result of minimum water distribution of Tirta Aji Municipal Waterworks using Kruskal algorithm and Sollin algorithm, and how to build an application to find minimum spanning tree from water pipes distribution of Tirta Aji Municipal Waterworks using Microsoft VB 6.0 from Kruskal and Sollin algorithm. Based on the obtained secondary data, it can be arranged a network. From this network it can be obtained the minimum spanning tree by using Kruskal and Sollin algorithm. Kruskal and Sollin algorithm were applied to build an application on Microsoft VB 6.0, then that application can be used to find the minimum spanning tree from the water pipes distribution. Based on the result of this research, it can be concluded that the weight of minimum spanning tree using Kruskal algorithm, Sollin algorithm and this application is same, that is 36.715 m. It means, the water pipes distribution of Tirta Aji Municipal Waterworks can be thrifted up to 9.027 m from the total pipes length before, that is 45.742 m
Menyelesaikan Travelling Salesman Problem (TSP) dengan Metode Dua Sisi Optimal pada PT. Es Malindo Boyolali Amozhita, Kintan Khana; Suyitno, Amin; mashuri, mashuri
Unnes Journal of Mathematics Vol 8 No 1 (2019)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v8i1.14620

Abstract

Travelling Salesman Probem (TSP) merupakan permasalahan yang banyak diaplikasikan pada berbagai persoalan dunia nyata dalam sehari-hari, misalnya masalah pendistribusian barang. Permasalahan pendistribusian barang merupakan faktor yang sangat penting untuk meningkatkan pendapatan suatu perusahaan. Tujuan penelitian ini adalah (1) untuk mengetahui rute pengiriman es pada PT. Es Malindo Boyolali, (2) untuk menyelesaikan masalah Travelling Salesman Problem (TSP) dengan metode dua sisi optimal pada PT. Es Malindo Boyolali. Penelitian dilakukan dengan mengambil data pengiriman es dari PT. Es Malindo Boyolali, selanjutnya data dimodelkan dalam bentuk graf Hamilton kemudian dilakukan pencarian jarak dengan menggunakan bantuan Google Maps. Analisis data dilakukan dengan menggunakan metode dua sisi optimal sehingga diperoleh rute terpendek. Hasil dari penelitian ini yaitu kemungkinan (1) kemungkinan ada 117 rute pengiriman es PT. Es Malindo yang dapat ditempuh (2) rute terpendek pengiriman es yaitu PT. Es Malindo (Boyolali) – Rus (Kartasura) – Tri (Gumpang) – Jhon (Jongke) – Candra (Cemani) – Wuryanto (Singosaren) – Singgih (Sriwedari) – Nunung (Sriwedari) – Basuki (Mangkuyudan) – Batik (SMA Batik 2 Ska) – PT. Es Malindo (Boyolali) dengan panjang rute adalah 32,6 Km.
Pencarian Rute Terbaik Pemadam Kebakaran Kota Semarang Menggunakan Algoritma Dijkstra dengan Logika Fuzzy sebagai Penentu Bobot pada Graf Nggufron, Nanang; Rochmad, Rochmad; Mashuri, Mashuri
Unnes Journal of Mathematics Vol 8 No 1 (2019)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v8i1.19461

Abstract

Penelitian ini mengkaji sebuah permasalan optimasi untuk masalah pencarian rute. Tujuan dari penelitian ini adalah menentukan rute terbaik mobil pemadam kebakaran menuju daerah rawan kebakaran di kota Semarang menggunakan algoritma Dijkstra dan diaplikasikan kedalam bahasa pemrograman PHP. Berdasarkan data primer dan data sekunder berupa data pos pemadam kebakaran, daerah rawan kebakaran, dan peta jalan kota semarang dari Dinas Kebakaran dan Dinas Perhubungan kota Semarang dapat disusun gambar jaringan jalan dan membentuk sebuah graf. Selanjutnya dari gambar graf dapat diperoleh rute terbaik menggunakan algoritma Dijkstra. Terdapat 2 Parameter yaitu panjang jalan dan kepadatan jalan untuk menghasilkan bobot berupa tingkat kemacetan yang dihasilkan menggunakan logika fuzzy. Berdasarkan hasil analisis dengan cara perhitungan manual maupun dengan program, diperoleh 7 rute terbaik untuk masing-masing pos pemadam kebakaran yang direkomendasikan, yang diperoleh dari parameter tingkat kemacetan jalan yang menggabungkan 2 parameter yaitu panjang jalan dan kepadatan jalan.
Mathematical critical thinking ability in terms of mathematical anxiety in Smart Card assisted Brain-Based Learning model Rohmah, Naila Zulfatur; Mashuri, Mashuri
Unnes Journal of Mathematics Education Vol 10 No 1 (2021): 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.v10i1.41858

Abstract

This study aims to analyze the effectiveness of the Smart card-assisted Brain-Based Learning model against mathematical critical thinking skills, to analyze whether the smart card-assisted Brain-Based Learning model is more effective than the Treffinger model for mathematical critical thinking skills, and to describe students' mathematical critical thinking skills in terms of mathematical anxiety. This research applied quantitative method followed by a description. The population in this research were students of the seventh-grades on three of Junior High School in Ungaran in the academic year 2019/2020. This research applied the cluster random sampling technique as the technique for collecting the data. The subject of the research was selected from the experimental class. The researcher was used purposive sampling technique to select the subject of this research. The data was collected by using the test method, the questionnaire method, and the interview method. The quantitative data analysis used classical completeness test, mean difference test, and proportion difference test. The result of this study indicate that smart card-assisted Brain-Based Learning model is effective for mathematical critical thinking skills, but smart card-assisted Brain-Based Learning model is no more effective than Treffinger on mathematical critical thinking skills. In addition, the description of mathematical critical thinking skills in terms of mathematical anxiety is obtained that: (1) subjects with low mathematical anxiety are able to achieve the indicator (A) clarification well, indicator (B) assessments well, indicator (C) concludes well, and indicator (D) strategy well; (2) subjects with moderate mathematical anxiety are able to achieve indicator (A) well, indicator (B) well, indicator (C) quite well, and indicator (D) quite well; (3) subjects with high mathematical anxiety are able to achieve indicator (A) well, indicator (B) is quite good, indicator (D) is quite good.
Analyzing the Influence of Concept Understanding and Self Efficacy on Student’s Algebraic Thinking Ability in Flipped Classroom Learning Model Kurniawan, Muhammad Rizcky; Mashuri, Mashuri
Unnes Journal of Mathematics Education Vol 10 No 3 (2021): 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.v10i3.54144

Abstract

The concept understanding and self efficacy are needed in mathematics learning. One of the student’s skills in mathematics learning is the ability to think. The aims of this study is an analyzing the influence of concept understanding and self-efficacy on students' algebraic thinking abilitys and describe the algebraic thinking ability in the flipped classroom learning model based on concept understanding and self efficacy. This research is included in the mix-method research with sequential explanatory design. The results showed that (1) the average concept understanding and algebraic thinking ability of students who were given the flipped classroom learning model achieved learning completeness; (2) the average concept understanding and algebraic thinking ability of students who were given the flipped classroom learning model were better than those given the direct instruction learning model; (3) there is an influence between concept understanding and self-efficacy on students' algebraic thinking ability both simultaneously and partially; (4) i) students who have high concept understanding and high self efficacy tend to have high algebraic thinking ability; ii) students who have high concept understanding and moderate self efficacy than moderate concept understanding and moderate and low self efficacy tend to have moderate algebraic thinking ability; and iii) students who have low concept understanding and self efficacy tend to have low algebraic thinking ability.
JARINGAN MATRIKS (MATRIX NETWORK) DAN KEISTIMEWAANNYA Dito, Aliffia Putri; Veronica, Rahayu Budhiati; Mashuri, Mashuri
Unnes Journal of Mathematics Vol 9 No 1 (2020)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v9i1.30555

Abstract

Penelitian ini membahas mengenai pembentukan jaringan matriks, karakteristik-karakteristik yang dimiliki jaringan matriks dan penerapan jaringan matriks dalam genetika. Tujuan penelitian ini adalah untuk mengetahui (1) bagaimana pembentukan jaringan matriks, (2) karakteristik apa saja yang dimiliki jaringan matriks. Hasil dari penelitian ini adalah untuk mendeskripsikan peluang mikrostatik pada saat transisi gen.
PENERAPAN METODE FUZZY TSUKAMOTO DAN FUZZY SUGENO DALAM PENENTUAN HARGA JUAL SEPEDA MOTOR BEKAS (STUDI KASUS: SHOWROOM MULYO MOTOR) Astuti, Dwi Putri Puji; Mashuri, Mashuri
Unnes Journal of Mathematics Vol 9 No 2 (2020)
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/ujm.v9i2.33434

Abstract

Penelitian ini mengkaji permasalahan penentuan harga jual sepeda motor bekas menggunakan logika fuzzy. Tujuan dari penelitian ini adalah untuk mengetahui metode yang lebih akurat diantara metode fuzzy Tsukamoto dan fuzzy Sugeno dalam penentuan harga jual sepeda motor bekas dilihat dari nilai akurasi MAPE terkecil. Metode pada penelitian ini menerapkan metode studi pustaka dan wawancara di showroom Mulyo Motor untuk pengumpulan data. Bedasarkan hasil pengolahan data menggunakan metode fuzzy Tsukamoto dan fuzzy Sugeno diperoleh nilai Mean Absolute Percentage Error (MAPE) sebagai ukuran akurasi untuk metode Tsukamoto sebesar 8,8% dan metode Sugeno sebesar 3,2%. Dari hal tersebut kedua metode memiliki hasil peramalan yang sangat bagus karena memiliki nilai MAPE kurang dari 10%. Dapat dilihat bahwa nilai MAPE metode Sugeno kurang dari metode Tsukamoto sehingga dapat disimpulkan bahwa metode fuzzy Sugeno lebih akurat dibandingkan metode fuzzy Tsukamoto untuk menentukan harga jual sepeda motor bekas di showroom Mulyo Motor.
PEMBELAJARAN RISET OPERASI BERBASIS ICT PROGRAM KOMPUTER PADA MAHASISWA PROGRAM STUDI MATEMATIKA Dwijanto, Dwijanto; Mashuri, Mashuri; Hidayah, Isti
Jurnal Penelitian Pendidikan Vol 33, No 1 (2016): April 2016
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/jpp.v33i1.7662

Abstract

Thisstudy was based on the results of learning innovation research conducted in Mathematics Department, Faculty of Mathematics and Science, Semarang State University. The expected goal is to develop or acquire a learning model mathematics course on ICT-based Operations Research. This study was done in order to utilize computer technology (laptop) that was shared by almost all students of the Department of Mathematics in order to reduce the difficulty of students to perform calculations that are many and complex.Research was conducted at the Laboratory of MathematicsUnneswhich also becomes the avenue of this subject. Implementation of learning by using the PBL approach (projectbased learning) based on ICT. The processed data was taken from the field (a real problem) which was further discussed and discussed in groups by utilizing the theory of operations research and facilities laptop and software that support it. The result of the discussion was presented in front of the class andeach step that has been done until the students reached their conclusion and interpretation. The results of the study concluded that (1) the form of the program to resolve the research operations problem was computer assisted program, and (2) the learning outcomes of operations research with project-based learning approach.
Development of STEAM-based Teaching Materials on Trigonometric Equations to Improve Students’ Mathematical Creative Thinking Ability Rahardjoni, Amri Setiawan; Mashuri, Mashuri
Unnes Journal of Mathematics Education Vol 11 No 1 (2022): 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.v11i1.55228

Abstract

This research was a development research that aims to develop and to know the quality of Science, Technology, Engineering, Art, and Mathematics (STEAM)-based teaching materials viewed by the suitability of characteristics, validity, readability, and improvement of students’ mathematical creativity thinking ability. This research used the stages of Research and Development (R&D) those are: (1) potential and problems; (2) data collection; (3) product design; (4) product test (readability test); (5) trial test; (6) final product. The result showed that the teaching material met the suitability of the characteristic. The result of the validity test showed a percentage of 89.3%. The readability test result showed a percentage of 74.8%. The analysis of the pretest and posttest showed that teaching materials could improve students’ mathematical creativity thinking ability with the N-Gain score of 0.34 in the medium category. Therefore, the Science, Technology, Engineering, Art, and Mathematics (STEAM)-based teaching materials is qualified.
Co-Authors A.B.U, M. Andriyan Rengga Abdillah, Achlish Abdul Hadi Abdul Kamaruddin Abdul Latif Abdul Rivai Aditiya, Popi Afdal Afdal, Afdal Afila, Lala Afrizal, John Agung Prabowo Agung Wibowo, Rahmat Agus Rubiyanto Agus Sugandha Agus Wayan Yulianto Agussatriana Ahmad Muklason Ainal Mardhiah, Ainal Mardhiah Akbar Eisenring, Moh. Abraham Al Husaini, Muhd Arief Al Husaini, Muhd. Arief Al-Kadafi, Muammar Alfianti Tapala, Alma Ali Alhadar Amidi Amidi, Amidi Amin Pujiati Amin Suyitno Aminah Aminah Aminah Suriaman Amozhita, Kintan Khana Ana Febrianti AD Anarkis, Bunga Tirai Anas Tahir Andania, Ana Andi Amitya Resty Dwiyanti Andi Arham Adam Anggraeni, Rima Anggreni, Afrillia Anintya, Yolanda Astrid Anita Syam Anugrawati, Anugrawati Aranda, Viren Lolita Arief Agoestanto Arief Setiawan Arif Hidayat Ariska, Ariska Arpiani, Made Rani Asferizal, Ferial Ashsubli, M. Assyfa, Nadia Salma Nazwa Astuti, Dwi Putri Puji Astuti, Fira Athira, Dini Ayudia Hardiyani Kiranaratri Azahra, Sarmila Aziz, Ahmad Rijal Baehaqi Bagusta, Deri Baharsyah, Bastomi Ballani, Simran Bambang Sampurno, Bambang Bambang Setiawan Bambang Wahyu Susanto Barnawi, Barnawi Betharina, Nudyan Budi Budi Budi Pratikno, Budi Budiyanto, Muhammad Cahyono, Yohana Chatarina Umbul Wahyuni Chotim, Moch Dani Setiawan Darianto, Darianto Darmawan Darmawan Darmawan, Andri Darminto . Desrin Lebagi Dewi Hastuty Dewi, Anjar Kusuma Dito, Aliffia Putri Djoko Susanto Dona Marisa, Dona Dudung Hidayat Dukhi Safaraz, Muhammad Dwijanto Dwijanto, Dwijanto E. Sulastri Eddy Widiyono Eko Suhartono Eliza, Mutia Emi Pujiastuti Erlindawati, Erlindawati Eskalalita, Eskalalita Eunika, Astrid Fabroyir, Hadziq Fadhilah Zamzam Fadli Fadli Fajariyah, Nurul Inayah Fajria, Nur Fathorroji, Fathorroji Fatmawati, Erna Faturahman, Dadan Taufik Fauzan Azima, Fauzan Azima Fauziah, Nadhilah Febrianti, Helma Fikri, Asyrul Fitri, Farhadia Syawala Fitria Amalia, Fitria Fitriani, Devia Fitriyani, Eka Retna Friansa, Koko Fuad Jaya Miharja Fujiati ., Fujiati FX Hendriyono Gatut Yudoyono Gontjang Prajitno Gustianda, Soma Guswanto, Bambang Hendriya Hafidh, Muhammad Hakim, Muhammad Syaiful Hamdani Basri Hanum, Fauziah Harapandi, Harapandi Hardi Suyitno Hasibuan, Hotmida R. Hendro Nurhadi Hidayat, Alfatah Hijriah, Muqni Aini Hilda Listiawati Husaini, Muhd. Arief Al Husamah Husamah Husna, Hanna Dwi Aprilia Husni Thamrin Ida Ayu Putu Sri Widnyani Iffatin Nur Iin Hindun Indah, Zainatuts Tsaniyah Indraswari, Rarasmaya Indriana Noor Istiqomah Irmawati Irmawati Irwan Setyowidodo, Bagus Jaya Santosa Irwandi Yusuf Iskandar Iskandar Isnaeni, Ari Isnaini Isnaini Rosyida, Isnaini Isti Hidayah Ita Ulfin Iwan Aflanie Iwan Yahya Jajang Jajang Jamiluddin, Jamiluddin Jandriyani, Rina Jerfikanasa Murda, Gung Bagus Johan, Arno Joy Fredi Batti Joy Fredy Batti Jubaedi, Jubaedi Junaidi Junaidi Jurair Patunrangi Kamarrudin, Abd. Kamila, Hayatun Nufus Kanserini, Julia Kartini Mansyur Karunia Bakti, Indah Kasful Anwar Khaira, Wanty khairul fuad Khasanah, Diah Laila Khusnul, Khusnul Kiranaratri, Ayudia Hardiayani Klodia, Sindi Konder Manurung Kristina Wijayanti Kurniasih, Laely Kurniati, Tien Kurniawan, Muhammad Rizcky Kusuma Dewi, Anjar Kuswoyo, Indra Labaso, Eko R. Lailatul Qadariyah Laili Dwi Annisa Laili Nur Azizah Lalu Agus Satriawan, Lalu Agus latif Abdul, latif Lia Amelia Lila Yuwana Lilis Handayani Lina, Anis Nata Linda Silvia, Linda Lisda Hayatie, Lisda Listiana Listiana Liza Rusdiyana Lukman Hakim M Gilang Indra Mardika M. Arief Bustomi M. Husni Maricar M. Ridho Ulya M. Said, Mawardin Ma'arif, Syamsul Maf’ulah, Maf’ulah Mahanani, Eli Pri Mahdum, Muhammad Yusuf Maisah Maisah Mandalika, Leni Manik, Tetti Novalina Mardhotilah, Jundi Marfungah, Fitri Ferianti Mariani Maulana, Mirza Much Mawardin, Mawardin Mbani , Nurmakfira Mehir, Saefuddaulah Meynaksi, Astrid Miftahurrahmat, Miftahurrahmat Mira Dharma Susilawaty Mochtar Marhum Morian Saspriatnadi Muhajir Muhajir, Muhajir Muhammad Ikbal Muhammad Kasan Muhammad Kharis Muhammad Ngizzul Muttaqin Muhammad Rapita Kun Panuluh Muhammad Zainuri Muhammad Zuhair Zahid, Muhammad Zuhair Muhtadi, Nafsah Mujani, Sahril Mukhtar Latif Mulyono Mulyono Museliza, Virna Mutamassikin, Mutamassikin Muthmainah, Noor Muzdhalifah, Suci Firly Mz, Irawan Fahrudin NA, Bustami Nabila, Putri Nadrun, Nadrun Nggufron, Nanang Nirmala Nirmalasari, Fadhilah Ayu Nirwana, Nirwana Nitoviani, Nindy Dwi Nofitasari, Lusi Nona Dince, Maria Noor, Dedy Zulhidayat Novianto, Saihul Nugroho, Ahmad Munif Nugroho, Deni Nur Aini Rakhmawati Nur Annisa, Gita Oktarina Nurdiana Nurdiana Nurjanah Ismail Nurlaili, Rodhotul Evita Nurrohman, Setia Nurrul Helen Nurul Adha, Gita nurul latifah Nurul Mustaqimmah, Nurul Nurwidodo, Nurwidodo Oktaviani, Rinta Oktayani, Dewi Olivia, Zetrin Oriana Paramita Dewi Patmasari, Andi Perdana Putera, Gusti Muhammad Pradito, Syaifullah Akbar Pramadita, Anjar Aditya Prasetiyo, Agustaf Prasetyo, Verly Zuli Pratama, Aditya Bayu Pratama, Danang Adi priyoto, priyoto Purwanti, Eka Rela Pradana Puspita Sari Puspitasari, Nurrisma Putra, Muhammad Hakiem Sedo Putri Tuah Susila, Dewi Putri, Alviana Pratama Putri, Malfa Liya Putriaji Hendikawati Radhiyullah Armi Rahadiantino, Lienggar Rahardjoni, Amri Setiawan Rahman, Hafid Rahmatang Rahman Rahmi, Sulistiowati Nur Ramadhan, Dela Putri Intan Ramadhina, Retno Ramadona, Aulia Realita Realita Resty Dwiyanti, Andi Amytia Rieska, Rieska Rijal, Muhammad Rina Reorita Riski Salim Rita, Ferry Riwibowo, Nola Riza Arifudin Rochmad - rofiqoh rofiqoh Rohmah, Naila Zulfatur Rokhmaniyah Rokhmaniyah, Rokhmaniyah Romdany, Fany Eka Rondhianto Rondhianto Rostianti, Rostianti Rumentah, Endah Rusdi Rusdi Safitri, Laksita Aji Salsabila, Unik Hanifah Santoso, Tanto Budi Saputra, Moh. Firman Amardani Sari, Idcha Rahma Sasmita, Ula Dwi Satria Kamal, Mulky Satria, Erik Sawal, An-nafi Sa’adah, Waqhidatus Scolastika Mariani Sedo Putra, Muhammad Hakiem Septiana, Meli Setiawan Assegaf Setiawan, Muhammad Israf Setiyo Gunawan Setyaningrum, Rosina Retno Setyoningati, Putri Ayu Shaliha, Shaliha Sibaweh, Imam Sigit Widodo Silviana W, Ika Silviani, Siti Aminah Simon Sadok Siregar, Simon Sadok Siti Chalimah Siti Rahmah Nurshiami, Siti Rahmah Sitti Rahma, Sitti Slamet Riyadi Soejoko, Edy Sri Astuti A. Samad Sri Darmadi, Nanang Sri Djuniati Sri Haryati Sri Wahyuni Sriati Usman St. Budi Waluya Suhari Suhariyanto Suhariyanto Suhito Suhito Sukestiyarno Sukestiyarno Sukma Adjie, Galih Sulistiawati, Dinda Sumarjan Sumarjan, Sumarjan Sunanto Sunanto Supriyanti, Erni Suriana Suriana Suryani, Maylina Dwi Suryani, R. Lisa Susilo Indrawati Susiyati, Susiyati Syahrul Munir Syam, Anita Syamsiar, Syamsiar Syarif, Muhammad Ilham Al Ghiffari Taufik Hidayatullah, Taufik Triyani Triyani Ulpah, Mariya Umaira, Siti Utami, Wahyu Nur Veronica, Rahayu Budhiati Wafi, Abdurrahman Wahyu Hidayat Wahyu Tri Sutrisno Wahyudin Wahyudin Warda, Asa Kuntifatin Wardhani, Erna Pramidya Wicaksono, Dedi Wicaksono, Wahyu Budi Widyawati, Kharisa Wijayanti, Marwah Daud Wiratama, Dadang Yosopranata, Desinta Yuliani, Selvia Yuliansyah, Asri Yusnimar Sahan Yusri, Yusnimar Zaenal Abidin Zaenuri Mastur Zahra, Dela Zahra, Luthfia Zainal Abidin Zakiyah, Yayah