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All Journal Jurnal Ilmu Tanah dan Lingkungan (Journal of Soil Science and Environment) Jurnal Dedikasi Jurnal Keperawatan NURSCOPE: Jurnal Penelitian dan Pemikiran Ilmiah Keperawatan Jurnal Pendidikan Karakter Cakrawala Pendidikan Jurnal Pendidikan Jasmani Indonesia Dinamik Jurnal Bisnis dan Ekonomi Katalogis SMARTek MEKTEK Jurnal MEKANIKAL Agrotrop : Journal on Agriculture Science Jurnal Kimia (Journal of Chemistry) PIRAMIDA MATRIK: JURNAL MANAJEMEN, STRATEGI BISNIS, DAN KEWIRAUSAHAAN Jurnal Veteriner E-Jurnal Ekonomi Pembangunan Universitas Udayana Jurnal Energi Dan Manufaktur MEDIA MEDIKA INDONESIANA TEKNIK KAPAL Jurnal Ilmu Pengetahuan dan Teknologi Kelautan Jurnal Kesehatan Lingkungan indonesia JURNAL SAINS PEMASARAN INDONESIA Jurnal Pendidikan dan Pengajaran Vokasi: Jurnal Riset Akuntansi Jurnal Pendidikan Kepelatihan Olahraga Undiksha Jurnal Jurusan Ilmu Keolahragaan Jurnal Pendidikan Jasmani, Olahraga dan Kesehatan Jurnal Penelitian dan Pengembangan Pendidikan Jurnal IKA Prosiding Seminar Nasional MIPA KARMAPATI (Kumpulan Artikel Mahasiswa Pendidikan Teknik Informatika) ISSN: 2252-9063 Jurnal Pendidikan Kimia Indonesia Wahana Matematika dan Sains Media Komunikasi FPIPS Statistika JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI Jurnal Perikanan dan Kelautan Jurnal Ilmu Kedokteran (Journal of Medical Science) E-Jurnal Gloria Yuris Prodi Ilmu Hukum (Jurnal Mahasiswa S1 Fakultas Hukum) Universitas Tanjungpura Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Jurnal Inovasi Pendidikan KALAM CENDEKIA PGSD KEBUMEN PKn Progresif Pendidikan Jasmani Kesehatan dan Rekreasi Pendidikan Teknik Bangunan JURNAL ITENAS REKARUPA Attoriolong Humanis : Jurnal Pengabdian Kepada Masyarakat Jurnal Nalar Pendidikan Jurnal Ekonomi : Journal of Economic Interaksi Online Jurnal Kesehatan Masyarakat Journal of Marine Research Diponegoro Law Journal Jurnal Teknik Mesin Jurnal Pengajaran MIPA Media Penelitian dan Pengembangan Kesehatan Jurnal Pendidikan Indonesia Jurnal Akuntansi 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Keilmuan Sosiologi Pendidikan Jurnal Teknik Mesin Jurnal Penelitian dan Pendidikan IPS Jurnal Teknologi Jurnal Media Wahana Ekonomika Pendidikan Sejarah EKONOMIA Teknosains: Media Informasi Sains dan Teknologi Jurnal Online Mahasiswa (JOM) Bidang Ilmu Sosial dan Ilmu Politik Jurnal Online Mahasiswa (JOM) Bidang Pertanian Jurnal Online Mahasiswa (JOM) Bidang Perikanan dan Ilmu Kelautan Jurnal Online Mahasiswa (JOM) Bidang Teknik dan Sains Jurnal Online Mahasiswa (JOM) Bidang Ilmu Hukum Jurnal Online Mahasiswa (JOM) Bidang Keguruan dan Ilmu Pendidikan Jurnal Ilmiah Mahasiswa FEB JURNAL PENDIDIKAN SEJARAH JURNAL KARSA (Terakreditasi No. 80/DIKTI/Kep/2012) IQTISHADIA Indonesian Journal of Urology Jurnal Dinamika Hukum Jurnal Ketahanan Nasional Jurnal Keolahragaan Jurnal Pendidikan Matematika Universitas Lampung JEE (Jurnal Edukasi Ekobis) Journal of Physical Education Health and Sport Journal of Nonformal Education Folia Medica Indonesiana Jurnal NERS Jurnal Kimia dan Kemasan MUSTEK ANIM HA MEKTRIK Scientific Journal of Informatics Journal of Agromedicine and Medical Sciences Kitektro JPAP (Jurnal Penelitian Administrasi Publik) (e-Journal) Jurnal Pendidikan Islam Insisiva Dental Journal : Majalah Kedokteran Gigi Insisiva JURNAL PHARMASCIENCE JOURNAL OF HEALTHCARE TECHNOLOGY AND MEDICINE JPsd ( Jurnal Pendidikan Sekolah Dasar ) Jurnal Candrasangkala Pendidikan Sejarah Jurnal Riset Industri Hasil Hutan Jendela Nursing Journal (JNJ) Jurnal Ilmiah Administrasi Publik (JI@P) JURNAL SPASIAL Proceeding SENDI_U Rihlah Jurnal Sejarah dan Kebudayaan KARSA: Jurnal Sosial dan Budaya Keislaman (Journal of Social and Islamic Culture) Jurnal Asy-Syari'ah Jurnal Pendidikan Usia Dini JURNAL PENELITIAN Jurnal Ilmiah Mahasiswa Jurnal METTEK (Jurnal Ilmiah Nasional Dalam Bidang Ilmu Teknik Mesin) Jurnal Teknik Sipil Jurnal Teknik Sipil Jurnal Ilmiah Dinamika Rekayasa (DINAREK) UNEJ e-Proceeding Jurnal Pendidikan Ilmu Sosial Wahana Teknik Sipil: Jurnal Pengembangan Teknik Sipil Elementary School Teacher Jurnal Ilmiah Mahasiswa Pendidikan Seni, Drama, Tari & Musik Jurnal Ilmiah Mahasiswa Pendidikan Geografi Jurnal Ilmiah Mahasiswa Bimbingan & Konseling Proceeding of the Electrical Engineering Computer Science and Informatics Dental Journal (Majalah Kedokteran Gigi) PROSIDING SEMINAR NASIONAL CENDEKIAWAN The Indonesian Biomedical Journal Sari Pediatri JURNAL PENDIDIKAN FISIKA Unnes Political Science Journal HIGEIA (Journal of Public Health Research and Development) Journal of Health Education JSSF : Journal of Sport Science and Fitness Unnes Civic Education Journal Chi`e: Jurnal Pendidikan Bahasa Jepang Educational Management The Journal of Educational Development JESS (Journal of Educational Social Studies) International Journal of Humanity Studies (IJHS) Jurnal Teknologi Laboratorium Journal of Geoscience, Engineering, Environment, and Technology Jurnal Sport Science AL ISHLAH Jurnal Pendidikan AGRISAINTIFIKA Jurnal Ilmu-ilmu Pertanian ETERNAL(english, teaching, learning, and Research Journal) Jurnal Penelitian Kesehatan Suara Forikes Paradigma Jurnal Pendidikan Sejarah Journal of Dentomaxillofacial Science JFMR (Journal of Fisheries and Marine Research) Jurnal Taman Vokasi Jurnal EMT KITA MAJALAH ILMIAH GLOBE JURNAL INTEGRASI Sumatra Journal of Disaster, Geography and Geography Education Langkawi: Journal of The Association for Arabic and English Jurnal Akuntansi dan Ekonomika Jurnal Penelitian Pendidikan IPA (JPPIPA) SYAHADAH : Jurnal Ilmu Al-Qur?an & Keislaman Journal of Islamic Architecture Al-Albab Jurnal Ekonomi dan Bisnis MetaCommunication; Journal Of Communication Studies Islam Realitas: Journal of Islamic & Social Studies JEPA (Jurnal Ekonomi Pertanian dan Agribisnis) JURNAL BAHASA, SASTRA DAN PEMBELAJARANNYA EL-IBTIKAR: Jurnal Pendidikan Bahasa Arab Indonesian Journal of Chemistry LIMNOTEK - Perairan Darat Tropis di Indonesia Jurnal SainHealth AMPIBI: Jurnal Alumni Pendidikan Biologi  JOURNAL SPORT AREA Jurnal AKSI (Akuntansi dan Sistem Informasi) IJTIMAIYA Politik Indonesia: Indonesian Political Science Review Jurnal Informasi Kesehatan Indonesia (JIKI) Indonesian Journal of Obstetrics and Gynecology (Majalah Obstetri dan Ginekologi Indonesia) Jurnal Ilmiah Mahasiswa Fakultas Ilmu Sosial & Ilmu Politik PROSIDING SEMINAR NASIONAL PROGRAM PASCASARJANA BBM (Buletin Bisnis dan Manajemen) Edulingua: Jurnal Linguistiks Terapan dan Pendidikan Bahasa Inggris Prosiding Seminar Nasional Sains dan Teknologi Terapan Conference on Innovation and Application of Science and Technology (CIASTECH) SHAHIH : Jurnal Ilmu Kewahyuan Journal Analytica Islamica Jurnal Ibn Abbas JPF : JURNAL PENDIDIKAN FISIKA AL-FURQAN Jurnal Ilmiah Pendidikan dan Pembelajaran Journal of Educational Research and Evaluation WIDYA LAKSANA International Journal of Natural Science and Engineering Jurnal Ilmiah Sekolah Dasar Mimbar Ilmu JURNAL PENJAKORA International Journal of Supply Chain Management Bioma : Jurnal Biologi dan Pembelajaran Biologi Al-Banjari : Jurnal Ilmiah Ilmu-Ilmu Keislaman Islaminomics: Journal of Islamic Economics, Business and Finance Jurnal SPORTIF : Jurnal Penelitian Pembelajaran PINUS: Jurnal Penelitian Inovasi Pembelajaran EQIEN - JURNAL EKONOMI DAN BISNIS Jurnal Pengabdian Magister Pendidikan IPA International Journal of Nursing and Health Services (IJNHS) Jurnal Ilmiah Ecobuss Istinbath: Jurnal Hukum dan Ekonomi Islam Care : Jurnal Ilmiah Ilmu Kesehatan JUPE : Jurnal Pendidikan Mandala JURNAL PENELITIAN ACTIVE: Journal of Physical Education, Sport, Health and Recreation Unnes Journal of Public Health Journal of Primary Education Journal of Physical Education and Sports Insight: Jurnal Bimbingan dan Konseling Sospol : Jurnal Sosial Politik Public Health Perspective Journal Joyful Learning Journal Journal of Health Sciences Harmony : Jurnal Pembelajaran IPS dan PKN Ekonis : Jurnal Ekonomi dan Bisnis Jurnal Aplikasi Akuntansi Jurnal Pendidikan Kesehatan Rekreasi Menara Ilmu Jurnal Ilmiah Samudra Akuatika Manutech : Jurnal Teknologi Manufaktur Jurnal Riset Manajemen Sekolah Tinggi Ilmu Ekonomi Widya Wiwaha Program Magister Manajemen Kajian Bisnis STIE Widya Wiwaha Viva Medika: Jurnal Kesehatan, Kebidanan dan Keperawatan Altius: Jurnal Ilmu Olahraga dan Kesehatan Journal Of Management Science (JMAS) Jurnal Performa Olahraga Education and Human Development Journal MULTINETICS Social, Humanities, and Educational Studies (SHEs): Conference Series Bhamada: Jurnal Ilmu dan Teknologi Kesehatan (E-Journal) CERATA Jurnal Ilmu Farmasi Jurnal Sporta Saintika JURNAL ANSIRU PAI : Jurnal Pengembangan Profesi Guru Pendidikan Agama Islam JURNAL PENDIDIKAN MIPA Biomolecular and Health Science Journal Jurnal JKFT Valid Jurnal Ilmiah UNM Environmental Journals Jurnal Speed (Sport, Physical Education, Empowerment) J-Kesmas: Jurnal Kesehatan Masyarakat (Indonesian Journal of Public Health) International Journal of Economics, Business and Accounting Research (IJEBAR) Geodika: Jurnal Kajian Ilmu dan Pendidikan Geografi Bali Medika Jurnal Journal of Green Science and Technology Abdi Dosen : Jurnal Pengabdian Pada Masyarakat MUKADIMAH: Jurnal Pendidikan, Sejarah, dan Ilmu-ilmu Sosial Walasuji : Jurnal Sejarah dan Budaya Genta Mulia : Jurnal Ilmiah Pendidikan Bina Gogik: Jurnal Ilmiah Pendidikan Guru Sekolah Dasar KAIBON ABHINAYA : JURNAL PENGABDIAN MASYARAKAT Dialog Jurnal Ekonomi Dan Bisnis Jurnal Civic Hukum JPPS (Jurnal Penelitian Pendidikan Sains) KESMAS UWIGAMA: Jurnal Kesehatan Masyarakat Jurnal Teknodik Journal of Telenursing (JOTING) Physics Education Research Journal RESEARCH AND DEVELOPMENT JOURNAL OF EDUCATION (RDJE) Critical Medical and Surgical Nursing Journal Jurnal Life Birth Jurnal Keselamatan Transportasi Jalan (Indonesian Journal of Road Safety) Unnes Law Journal Journal of Classroom Action Research Majalah Biomorfologi (Biomorphology Journal) Multilateral: Jurnal Pendidikan Jasmani Dan Olahraga Journal of Research and Educational Research Evaluation Coopetition : Jurnal Ilmiah Manajemen Jurnal Penelitian Pendidikan Indonesia Jurnal Syntax Transformation Journal of Vocational and Career Education Prosiding Seminar Teknologi Kebumian dan Kelautan (SEMITAN Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Edukais : Jurnal Pemikiran Keislaman SUHUF: Jurnal Pengkajian Al-Qur'an dan Budaya Tsaqofah: Jurnal Agama dan Budaya Ijtimaiya : Journal of Social Science and Teaching EPSILON Jurnal Pendidikan Matematika JURNAL BIDAN CENDRAWASIH PALU Jurnal Penelitian ADDIN Iqtishadia: Jurnal Kajian Ekonomi dan Bisnis Islam Jurnal Ekuilnomi Jurnal Pengabdian Masyarakat dalam Kesehatan Jurnal Akrab (Aksara agar Berdaya) Promotor: Jurnal Mahasiswa Kesehatan Masyarakat Indian Journal of Forensic Medicine & Toxicology IKTISYAF: Jurnal Ilmu Dakwah dan Tasawuf KONSELING EDUKASI : Journal of Guidance and Counseling IGKOJEI: Jurnal Pengabdian Masyarakat JTTM: Jurnal Terapan Teknik Mesin BEMAS: Jurnal Bermasyarakat Jurnal Kimia dan Kemasan E-Coops-Day : Jurnal Ilmiah Abdimas Literacy : Jurnal Ilmiah Sosial Jurnal Ilmiah Wahana Pendidikan These proceedings represent the work of researchers participating in The International Conference on Elementary Education (ICEE) which is being hosted by the Elementary Education Study Programme School of Postgraduate Studies, Universitas Pendidikan Literacy: Jurnal Ilmiah Sosial Jurnal Syntax Fusion : Jurnal Nasional Indonesia Jurnal Kampus STIKes YPIB Majalengka Kalam Cendekia: Jurnal Ilmiah Kependidikan Jurnal Teknologi dan Manajemen Jurnal Pendidikan Jasmani, Olahraga dan Kesehatan Undiksha Proceedings of International Conference on Multidiciplinary Research Behavioral Accounting Journal Indonesia Journal of Physical Medicine and Rehabilitation International Archives of Medical Sciences and Public Health International Archives of Medical Sciences and Public Health Indonesia Journal Physical Medicine and Rehabilitation Prosiding Konferensi Nasional PKM-CSR GENIUS JOURNAL (General Nursing Science Journal) JRKN Gladi : Jurnal Ilmu Keolahragaan Jurnal Riset Pendidikan Matematika Jakarta Indonesian Journal of Cancer Public Health and Preventive Medicine Archive Journal of Nursing Science Update Jurnal Natural Journal of Global Pharma Technology Jurnal Keperawatan Soedirman (The Soedirman Journal of Nursing) Jurnal Pengabdian Masyarakat Bangsa Jurnal Damar Pedalangan Strada Jurnal Ilmiah Kesehatan (SJIK)
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Journal : Scientific Journal of Informatics

Analisis Sistem Pendaftaran pada Web Forum Ilmiah Matematika Unnes 2014 Alamsyah, Alamsyah; Arus, Afrilian Ardi
Scientific Journal of Informatics Vol 1, No 1 (2014): May 2014
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v1i1.3645

Abstract

Penelitian ini bertujuan untuk menganalisis efektivitas dan efisiensi penerapan sistem pendaftaran pada Forum Ilmiah Matematika (FIM) Unnes 2014. Berdasarkan observasi yang dilakukan, penulis menemukan bahwa pendaftaran berbasis web lebih efektif karena mempermudah sistem pendaftaran, terutama di luar wilayah Semarang. Kelemahan dari sistem yang digunakan selama ini yaitu pendaftaran yang digunakan dinilai kurang efisien karena pendaftar dapat melakukan lebih dari satu kali input data dengan atribut yang sama. Oleh karena itu, dirancang sebuah sistem pendaftaran berbasis web berupa database yang hanya dapat memuat satu data dengan atribut seperti nama, NISN, asal sekolah dan lain-lain. 
Metode Fuzzy Inference System untuk Penilaian Kinerja Pegawai Perpustakaan dan Pustakawan Alamsyah, Alamsyah; Muna, Izza Hasanul
Scientific Journal of Informatics Vol 3, No 1 (2016): May 2016
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v3i1.6136

Abstract

Penilaian kinerja pegawai merupakan aspek penting dalam manajemen sumber daya manusia yang efektif. Hal ini dikarenakan melalui penilaian kinerja pegawai, sebuah lembaga dapat mengetahui kondisi kerja dari pegawainya. Dalam melakukan penilaian kinerja, tiap lembaga mempunyai cara dan sistem tersendiri. Salah satu metode yang digunakan untuk mengukur kinerja pegawai perpustakaan dan pustakawan adalah metode fuzzy inference systems (FIS). FIS adalah suatu kerangka komputasi yang didasarkan pada teori himpunan fuzzy, aturan fuzzy dan penalaran fuzzy Adapun metode FIS yang dipakai adalah metode Sugeno orde 0 dengan variabel yang dipakai sebagai tolok ukur kinerja adalah produktivitas, profesionalitas, kedisiplinan, dan masa kerja. Keempat variabel ini digunakan untuk mengukur penilaian kinerja pegawai perpustakaan dan pustakawan. Hasil pengujian dan analisis yang telah dilakukan terhadap 50 pegawai, diperoleh skor kinerja pegawai tertinggi yaitu 90,89 dan skor kinerja terendah adalah sebesar 80,77. Dengan demikian dapat disimpulkan secara keseluruhan, kinerja pegawai perpustakaan dan pustakawan mendapat predikat sangat bagus. 
Comparison Performance of Genetic Algorithm and Ant Colony Optimization in Course Scheduling Optimizing Ashari, Imam Ahmad; Muslim, Much Aziz; Alamsyah, Alamsyah
Scientific Journal of Informatics Vol 3, No 2 (2016): November 2016
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v3i2.7911

Abstract

Scheduling problems at the university is a complex type of scheduling problems. The scheduling process should be carried out at every turn of the semesters. The core of the problem of scheduling courses at the university is that the number of components that need to be considered in making the schedule, some of the components was made up of students, lecturers, time and a room with due regard to the limits and certain conditions so that no collision in the schedule such as mashed room, mashed lecturer and others. To resolve a scheduling problem most appropriate technique used is the technique of optimization. Optimization techniques can give the best results desired. Metaheuristic algorithm is an algorithm that has a lot of ways to solve the problems to the very limit the optimal solution. In this paper, we use a genetic algorithm and ant colony optimization algorithm is an algorithm metaheuristic to solve the problem of course scheduling. The two algorithm will be tested and compared to get performance is the best. The algorithm was tested using data schedule courses of the university in Semarang. From the experimental results we conclude that the genetic algorithm has better performance than the ant colony optimization  algorithm in solving the case of course scheduling.
Comparison Between SAW and TOPSIS Methods in Selection of Broiler Chicken Meat Quality Adi, Pungky Tri Kisworo; Sugiharti, Endang; Alamsyah, Alamsyah
Scientific Journal of Informatics Vol 5, No 1 (2018): May 2018
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v5i1.14416

Abstract

Decision support system is a system that can assist semi-structured and unstructured decision making, in which no one knows exactly how decisions should be made. Broiler Chicken farm production is growing very rapidly along with the increasing market demand for Broiler Chicken. Broiler Chickens have fast growth in a relatively short time. The purpose of this research is the selection of chicken meat quality by applying comparison of SAW and TOPSIS method. The variables used are age, ration conversion, weight of chicken weight, and water consumption. The system is created using PHP framework Code Ignitier and database MySQL using waterfall method. That is analyze the user needs on the system, do the database design, by doing a coding and testing the system whether it is what is expected. The result of this research is the application of comparison between SAW and TOPSIS method each consist of 5 criteria. Comparison of these algorithms can facilitate the breeders in choosing a good quality broiler chicken meat.The results of the best farmer recommendation according to comparative method of SAW and TOPSIS. In SAW method of breeder 1 The biggest value is at V2 = 0,341, so alternative A2 is alternatives chosen as good alternative. Breeder 2 The biggest value is at V3 = 0.033, so alternative A3 is the alternative chosen as a good enough alternative. Breeder 3 The biggest value is at V1 = 0.005, so alternative A1 is the alternative chosen as an excellent alternative. Topsis Method of Breeders 1 is the largest value  at V2 = 9.98, so alternative A2 is the alternative chosen as a good alternative. Breeder 2 is the biggest value at V3 = 0.372, so alternative A3 is the alternative chosen as a good enough alternative. Breeder 3 is the biggest value at V3 = 0.982, so alternative A3 is the alternative chosen as a good enough alternative. This system uses only 5 criteria, it would be nice if you add other criteria that support the selection of broiler chicken meat quality.
Prediction The Number of Dengue Hemorrhagic Fever Patients Using Fuzzy Tsukamoto Method at Public Health Service of Purbalingga Hikmawati, Zahra Shofia; Arifudin, Riza; Alamsyah, Alamsyah
Scientific Journal of Informatics Vol 4, No 2 (2017): November 2017
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v4i2.10342

Abstract

DHF (Dengue Hemorrhagic Fever) is still a major health problem in Indonesia. One of the factors that led to an increase in dengue cases is uncertain climate that causes dengue fever is difficult to be predicted. Prediction is an important thing that is used to determine future events by identifying patterns of events in the past. When knowing the events that happen, it will make everyone to make better preparation for everything. This research is aimed at determining the accuracy of Tsukamoto Fuzzy method in the number of dengue patients in Puskesmas Purbalingga. Tsukamoto Fuzzy method can be used for prediction because it has the ability to examine and identify the pattern of historical data. Tsukamoto fuzzy that used to predict the number of dengue fever patients at Puskesmas Purbalingga has several stages. The first stage is the collection of climate data includes precipitation, humidity, water temperature and the data of dengue fever patients in Puskesmas Purbalingga. The next stage is processing the data that has been obtained. The last stage is to make predictions. Based on the results of the implementation by Tsukamoto Fuzzy method in predicting the number of dengue fever patients in Purbalingga for twelve months in 2016, it was obtained a percentage error (MAPE) of 8.13% or had an accuracy rate of 91.87 %. With the small value of MAPE and high accuracy, it shows that the system can predict well.
Genetic Algorithm for Relational Database Optimization in Reducing Query Execution Time Hidayat, Kukuh Triyuliarno; Arifudin, Riza; Alamsyah, Alamsyah
Scientific Journal of Informatics Vol 5, No 1 (2018): May 2018
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v5i1.12720

Abstract

The relational database is defined as the database by connecting between tables. Each table has a collection of information. The information is processed in the database by using queries, such as data retrieval, data storage, and data conversion. If the information in the table or data has a large size, then the query process to process the database becomes slow. In this paper, Genetic Algorithm is used to process queries in order to optimize and reduce query execution time. The results obtained are query execution with genetic algorithm optimization to show the best execution time. The genetic algorithm processes the query by changing the structure of the relation and rearranging it. The fitness value generated from the genetic algorithm becomes the best solution. The fitness used is the highest fitness of each experiment results. In this experiment, the database used is  MySQL sample database which is named as employees. The database has a total of over 3,000,000 rows in 6 tables. Queries are designed by using 5 relations in the form of a left deep tree. The execution time of the query is 8.14247 seconds and the execution time after the optimization of the genetic algorithm is 6.08535 seconds with the fitness value of 0.90509. The time generated after optimization of the genetic algorithm is reduced by 25.3%. It shows that genetic algorithm can reduce query execution time by optimizing query in the part of relation. Therefore, query optimization with genetic algorithm can be an alternative solution and can be used to maximize query performance.
Metode Fuzzy Inference System untuk Penilaian Kinerja Pegawai Perpustakaan dan Pustakawan Alamsyah, Alamsyah; Muna, Izza Hasanul
Scientific Journal of Informatics Vol 3, No 1 (2016): May 2016
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v3i1.6136

Abstract

Penilaian kinerja pegawai merupakan aspek penting dalam manajemen sumber daya manusia yang efektif. Hal ini dikarenakan melalui penilaian kinerja pegawai, sebuah lembaga dapat mengetahui kondisi kerja dari pegawainya. Dalam melakukan penilaian kinerja, tiap lembaga mempunyai cara dan sistem tersendiri. Salah satu metode yang digunakan untuk mengukur kinerja pegawai perpustakaan dan pustakawan adalah metode fuzzy inference systems (FIS). FIS adalah suatu kerangka komputasi yang didasarkan pada teori himpunan fuzzy, aturan fuzzy dan penalaran fuzzy Adapun metode FIS yang dipakai adalah metode Sugeno orde 0 dengan variabel yang dipakai sebagai tolok ukur kinerja adalah produktivitas, profesionalitas, kedisiplinan, dan masa kerja. Keempat variabel ini digunakan untuk mengukur penilaian kinerja pegawai perpustakaan dan pustakawan. Hasil pengujian dan analisis yang telah dilakukan terhadap 50 pegawai, diperoleh skor kinerja pegawai tertinggi yaitu 90,89 dan skor kinerja terendah adalah sebesar 80,77. Dengan demikian dapat disimpulkan secara keseluruhan, kinerja pegawai perpustakaan dan pustakawan mendapat predikat sangat bagus.
Comparison of Dynamic Programming Algorithm and Greedy Algorithm on Integer Knapsack Problem in Freight Transportation Sampurno, Global Ilham; Sugiharti, Endang; Alamsyah, Alamsyah
Scientific Journal of Informatics Vol 5, No 1 (2018): May 2018
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v5i1.13360

Abstract

At this time the delivery of goods to be familiar because the use of delivery of goods services greatly facilitate customers. PT Post Indonesia is one of the delivery of goods. On the delivery of goods, we often encounter the selection of goods which entered first into the transportation and  held from the delivery. At the time of the selection, there are Knapsack problems that require optimal selection of solutions. Knapsack is a place used as a means of storing or inserting an object. The purpose of this research is to know how to get optimal solution result in solving Integer Knapsack problem on freight transportation by using Dynamic Programming Algorithm and Greedy Algorithm at PT Post Indonesia Semarang. This also knowing the results of the implementation of Greedy Algorithm with Dynamic Programming Algorithm on Integer Knapsack problems on the selection of goods transport in PT Post Indonesia Semarang by applying on the mobile application. The results of this research are made from the results obtained by the Dynamic Programming Algorithm with total weight 5022 kg in 7 days. While the calculation result obtained by Greedy Algorithm, that is total weight of delivery equal to 4496 kg in 7 days. It can be concluded that the calculation results obtained by Dynamic Programming Algorithm in 7 days has a total weight of 526 kg is greater when compared with Greedy Algorithm.
Autocomplete and Spell Checking Levenshtein Distance Algorithm To Getting Text Suggest Error Data Searching In Library Yulianto, Muhamad Maulana; Arifudin, Riza; Alamsyah, Alamsyah
Scientific Journal of Informatics Vol 5, No 1 (2018): May 2018
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v5i1.14148

Abstract

Nowadays internet technology provide more convenience for searching information on a daily. Users are allowed to find and publish their resources on the internet using search engine. Search engine is a computer program designed to facilitate a user to find the information or data that they need. Search engines generally find the data based on keywords they entered, therefore a lot of case when the user can’t find the data that they need because there are an error while entering a keyword. Thats why a search engine with the ability to detect the entered words is required so the error can be avoided while we search the data. The feature that used to provide the text suggestion is autocomplete and spell checking using Levenshtein distance algorithm. The purpose of this research is to apply the autocomplete feature and spell checking with Levenshtein distance algorithm to get text suggestion in an error data searching in library and determine the level of accuracy on data search trials. This research using 1155 data obtained from UNNES Library. The variables are the input process and the classification of books. The accuracy of Levenshtein algorithm is 86% based on 1055 source case and 100 target case.
Implementation of Expert System for Diabetes Diseases using Naïve Bayes and Certainty Factor Methods Ilham Insani, Muhammad; Alamsyah, Alamsyah; Putra, Anggyi Trisnawan
Scientific Journal of Informatics Vol 5, No 2 (2018): November 2018
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v5i2.16143

Abstract

Expert Systems is a computer systems that has been entered the base knowledge and a set of rules used to solve problems like an expert. Methods that can be used in the expert systems which is Naïve Bayes and Certainty Factor. Naïve Bayes method can handle quantitative calculations and discreate data and only requires a little research data to estimate the parameters needed in the clasification and Certainty Factor which is suitable for measuring something whether it is certain or not in diagnosing. Diabetes is one of the most frequent diseases suffered in Indonesia. The purpose of this research is implementation expert systems used Naïve Bayes and Certainty Factor in diagnosing diabetes and knowing the level of accuracyof the systems. Data that is used by researchers as much 100 data medical record, obtained from the medical record RSUD Bendan Kota Pekalongan. The variabels used in this research is age, gender, the symptoms of the desease diabetes and result diagnose desease from expert. The accuracy rate of this system derived from the scenario distribution data 70 training data and 30 testing data that is equal to 100% according to the doctors diagnosis.
Co-Authors ., Alan Maulana ., Anak Agung Gede Bayu Eka p ., Gst Ngr Weda Adi Nisca Putra ., I Gede Agus Dana Saputra ., I Gusti Agung Wira Adi Putra Sanjaya ., I Kadek Darmadi ., I Made Sastra ., I Putu Adi Susanta ., I Putu Agus Hendrawan ., I PUTU RAMA PURNAMA AGUSTYA ., I Wayan Andi Suandika ., I Wayan Dibya Darsana Darma ., I Wayan Mahardika ., Mariam ., Ni Made Arnitayani ., Ni Wayan Puspita Yanti ., Rifki Hidayat ., Silvi Nur Rodliyah A. A. Istri Agung Rai Sudiatmika A. Octamaya Tenri Awaru A.A. Gde Alit Geria Alit Geria A.A. Istri Agung Maheswari A.A. Istri Agung Maheswari, A.A. Istri Agung A.A. Ketut Agung Cahyawan W Abas, Rudi Abd. Rasyid Syamsuri Abdul Hafid B Abdul Wahab Abdi Abdullah Umar, Abdullah Abdurachman Abdurachman Absor, Nur Fajar Abu Bakar Abu Bakar Abu Yazid Abu Bakar Achmad Rifai RC, Achmad Ade Agustina Adi Heru Husodo Adi, Pungky Tri Kisworo Adi, Pungky Tri Kisworo Adimas Habib Iqbal aditama, farid Adiwirawan, Gede Nova Adrian Hordyk Afifah, Eka Nur Afrian Enggal Laksono Afrilian Ardi Arus, Afrilian Ardi Agung Abadi Kiswandono Agung Hari Sasongko, Agung Hari Agung Wahyudi Agus Fathoni Prasetyo Agus Fauzi Agus Khoirul Anam, Agus Khoirul Agus Subagjo Agus Suherman Agus Wahyudin Agusman, Glory Agustiawan Agustiawan Agustina Y.S. Arobaya Aguzman, Glory Aguzman, Glory Ah Yusuf, Ah Ahmad Bahtiar Ahmad Nurhuda Ahmad Syai Ahmad Syarif Ahmad Z., Ahmad Z. Ahmad Zaidi Ahmar, Hamdiah Aida Fitri Aiga Sheira Rait Aji Suraji Akhmad Riqqi, Akhmad Akhmadi, Zainal Akhyadi, Ade Sadikin Akhyar Akhyar Alamri, Fitria Alan T. White Alfian Adiwantomo Alfian, Ian Alfrida Semuel Rabung Alief Iskurniawan, Moh Aljauhari, Zev Alji Antameng Allendia Traviana Allendia Traviana Allih Hayyan Alpha Fardah Athiyyah Alphania Rahniayu Althaf Husein Muzakky Amadea Salsabilla Amarila Malik Ami Ashariati Amiariasti, Ni Kadek Aminatun, Siti Aminuyati Amir, Vaisal Amiruddin Hasan Amiyatun Naini Amrul, Rusli Ana Ahyana Ana Kurnia Irawan Anak Agung Gede Bayu Eka p . Anang Endaryanto Andasari, Sholikhah Deti ANDI ACO AGUS Andi Andi Andi Sabirin Andi Sabirin Andi Suhardiyanto Andi Yasmin Wijaya Andika Nugraha Pradana Andre W., Andre Andri Kustono Andriani, Sylvia Rosi Andriya Dwi Pramesianto, Andriya Andy Darma Andy Prabowo Anggraeny, Shinta Noor Anggyi Trisnawan Putra Ani Rindiani Anies Setiowati, Anies Anik Setyo Wahyuningsih Anisa Himayanti Putri Anita Anita Anna Surgean Veterini Anna Surgean Veterini Annis Catur Adi Annisa Pitriana Anny Setijo Rahaju, Anny Setijo Antariksa Sudikno Anwar, Mahfud Aprianto, Boby Ardi Amir Arfah Husna Arfianti Arfianti Arfiyanti, Nadia Fira Argo Winoto Ari Wibowo, Handika Rizka Ariani Setiawati Ariani, Grace Ariastuti, Fitri Arie Afriansyah Arief I. H, Arief I. H Arief Jananto Arief, Yuni Sufyanti Arif Budi Wurianto Arif Hidayat Arifin, Hidayat Arinana Arinana Ariza Julia Paulina Arkani Yz-zahra, Fayaretharatri Arnelis Djalil Arrabiatul Adabi Artanayasa, Wayan Arum Lutfihanny, Arum Arung Padang, Dina Aryadi Kurniawan Aryadi Kurniawan Aryanti Nurhidayati Askandar Tjokroprawiro Asmawi Asmawi Asriwati Asriwati Asti Astuti Ningsih Astuti, Sekar Atik Mawarni Atmaja, I Made Ari Dwi Suta Atmaja, I Putu Agus Surya Atsiil Dyarry Ayu Putri Audia, Lisya Widi Audina, Alfin Aulia, Achmad Avi Budi Setiawan Awalya Awalya, Awalya Awan Hariono Ayu Muspita Azhari, Muhammad Bachrul Azhari, Muhammad Bachrul Azhary, Luqman Aziz, Randes Rahdian Azwar Azwar Azzahra, Miftahul Zannah Bahrun Bahrun Baihaqi Baitul Mukarromah, Siti Bambang Eka Purnama Bambang Purwanggono Bambang Purwanto Bambang Wahjuprajitno Bambang Widarno Baso, Andi Sabirin Bayu Nurcahya Bayu Purwo Adhi Bernadette Dian Novita Besin, Valentinus Boriboon, Gumpanat Budi Prasetiyo, Budi Budi Rianita, Ni Putu Pande Budi Susatya, Budi Budi Utami Budi Utomo Budy Wiryawan Busro, B. Bustanol Arifin Cahya Tri Purnami, Cahya Cahyaningrum Cahyaningrum Cahyanti, Anisa Nur Candra Bumi Cendrawati, Lena Ch. Destri Wiwis Wijayanti chamdani, muhamad Chie, Journal Chintia Putri Wulandari Christiana Yuni Cita Rosita Sigit Prakoeswa Citra Wulandari, Ni Putu Citrawati Jatiningrum Cut Atria Siska Dadang Mashur Damayanti Sekarsari Damayanti, Elok Damrizal Damoerin Dana Indra Sensuse Danaswara, I Putu Gede Budhi Dania Tria Agina Dara Rosita Darlani, Darlani Darmawan Napitupulu Darmawan, Aristyo Rizka Das, Bhaskara Premasairam Dayat Hidayat Deasy Fetarayani Decsa Medika Hertanto Dedi Afandi Deni Sunaryo, Deni Deni Yasmara Denisa Dwi Lestari Denny Kurnia, Denny Deny Setiawan Desak Made Citrawathi Desi Arista Desi S. Sari Desi Sandra Sari Desti Amalia Desyandri Desyandri Devi Fitrianah Devi, NLP Lusiana Dewa Gede Hendra Divayana, Dewa Gede Hendra Dewi Fortuna Ayu Dewi Harmila Sari Dewi Indah Dewi Kania Sugiarti Dewi Musawwanah Dewi Mutia DEWI SARTIKA Dewi Septyarini Dewi, Devi Cynthia Dewi, Ni Kadek Risna Dewinur . Dhanamjaya, I Nyoman Kresna Dharminto Dharminto Dian Retno Pratiwi Diana Chusna Mufida Diana Rachmania Dika Lukitaningtyas Dikhi Firmansyah Dina Helianti Dinda Samego Anggraheni Dini Agustina Ditta Rosalitta Djajadiman Gatot DJOKO KRISTIANTO Djoko Santoso Djuwairiah Ahmad Doddy tisna MS , Gede Dodi Nandika Doni Alief Nurmansyah, Doni Alief Dr. I Made Sugiarta, M.Si. . Driejana, Driejana Dru Hendro, Dru Dwi Budi Prastiani Dwi Haryati, Ayu Dwi Wulandari Dwi Yoga Setyorini Dwiki Wicaksono Dwinata Nandaka, Pandu Dwita Aryadina Rachmawati Dwita Sutjiningsih Dyah Dwiantari I Gusti Agung DYAH FAUZIAH, DYAH E. Mudjaddid A. Siswanto Deddy N.W.Achadiono Hamzah Shatri Eddy Bagus Wasito Ednanisa Budianto, Ednanisa Edy Mulyana Eka Ardhianto Eka Firmansyah Eka Supriatna Ekalestari, Susi Ekawati, Pristya Eko Suwardi Eky Risqiana Elfiati Elfiati Elfrida Ratnawati Elsyra, Nova Elyana Sismayanti Endah Aprimulki Endang Lestariningsih Endang Retnoningsih Endang Sugiharti, Endang Endra Gunawan ENNY SUSWATI Epriadi, Dedi Eram Tunggul Pawenang Erdianto Erdianto Erika Erika Erlina, Nia Ernawati Ernawati Erni Suharini Ernie Maduratna Ernie Maduratna Erwinsya, Erwinsya Esar Alkautsar Etty Soesilowati Ety Setyaningsih Ety Setyaningsih, Ety Eunike Raffy Rustiana Evi Maria Evi Widowati Evita Yulivina Evy Setiawati, Evy Fadjar Harimurti Fadlil, Affan Fahdiaz Alief Faisal . Faisal Ananda Faisal, Muhammad Nur Faizah Hamzah Fajar Annas Fajriani Fajriani Fakhruddin Fakhruddin Falentina Dwi Ariani Faranisa Nur Fadilah Farid Agushybana Farid Ahmadi Farida Isroani Fatmawati Fatmawati Faurier Dzar Eljabbar Latief Fauzi Fauzi Fauzi, Manyuk Fauzia Andrini Fauziah Azmi Fauziah Fauziah Febriana Gea, Stela Maris Febry Fahreza Fedik A Rantam Fedik A. Rantam Fedik Abdul Rantam Feliatra Ferdiansyah Mahyudin Ferdinand Erwin Ferdinand Hukama Taqwa Feriyanto Feriyanto Findra Setyanto FIQIE AULIA Firdaus Firdaus Fitra Delita, Fitra Fitrah Reynaldi Fitri Laila, Fitri Fitri Wiji Astuti, Fitri Fitriana . Fitriana A.R. Fitriana AR Fitriya Faristiowati Fitriyah, Nur Francisca Alfarah Gerardea Fransisco Danang Wijaya Fransnedo Dhiky Kurnia C, Fransnedo Dhiky Gadeng, Ahmad Nubli Galih Widjil Pangarsa Garno, Yudhi S Gatot Soegiarto Gede Budi Widya Pranata . Gede Budi Widya Pranata ., Gede Budi Widya Pranata Gede Doddy Tisna MS Gede Eka Budi Dharmawan Gede Mardana Gede Saindra Santyadiputra, Gede Saindra Gede Suwiwa Gede Yudi Septian Permana Gentari, Rt. Erlina Ginanjar, Ahmad Gondo Mastutik Gordona, Fenny Gozali, Lutfi Ahmad Gratsia Victoria Fernandez Gumana Putra, I Gusti Ngurah Gusti Noorlitaria Achmad Hadariah Hadariah Hakim, M. Faris Al Halida Halida Hamdan Tri Atmaja Hamdani Hamdani Hamzah Hamzah Handari, Miana Ciputra Handayani, Putu Wuri Handieni Fajrianty Handoko, Rudi Haniah Ilhami Hanik Liskustyawati, Hanik Hapzi Ali Haq, Fathiatul Hardhono Susanto Hari Naredi Harianto Notopuro Harini, Novi Dwi Harmayetty, Harmayetty Harry Fitriyanto Rachman Hartati Hartati Hartono Kahar, Hartono Haryanto Haryanto Hasan Basri Hasrul Hadi Haykal Attamimi Helaluddin Helaluddin Hendrawan, I Putu Agus Hendro Nugroho, Hendro HENI RACHMAWATI Henra Saputra Tanjung Henry Widya Prasetya Hepta Nur Anugrahini HERAWATI, LILIK Herdina Mariyanti Heri Hadi Saputra Heri Rohayuningsih Heri Satria Heriyawati, Heriyawati Herlina Novriani M Hermansyah Andi Wibowo, Hermansyah Andi Herry Koesyanto Heru Subaris Kasjono, Heru Subaris Hidayat, Doni Nugraha Hidayat, Kukuh Triyuliarno Hidayathillah, Ariska Putri Hikmah, Kholisotul Hikmawati, Zahra Shofia Hikmawati, Zahra Shofia Husni Sabil Husniati Huthia Andriyana I Dewa Gede Ugrasena I Dewa Ketut Sastrawidana I Dewa Ketut Wicaksandita I Gede Agus Dana Saputra . I Gede Doddy Tisna MS I Gede Juli Ermawan I Gede Putra Pujiharsa I Gede Suwiwa I Gede Wardana I Gst Lanang Agung Parwata I Gst. A. Kt. Gd. Suasana I Gusti Ayu Ketut Suryadani I Gusti Bagus Wiksuana I Gusti Ngurah Putra Suryanata I Gusti Ngurah Sastra Wiadnyana . I Gusti Ngurah Sastra Wiadnyana ., I Gusti Ngurah Sastra Wiadnyana I Gusti Ngurah, Krisna Mahendra I Ketut Adi Atmika I Ketut Iwan Swadesi I Ketut Nurcita I Ketut Semarayasa I Ketut Yoda I Komang Winatha I Made Agus Wedana . I Made Sastra . I Made, Arta Wiguna I Nyoman Kanca I Nyoman Karma I Nyoman Sedana I Nyoman Sudarmada I Nyoman Sujana I Putu Darmayasa I Putu Erryawan . I Putu Erryawan ., I Putu Erryawan I Putu Gede Budhi Danaswara I Putu Herry Widhi Andika I Putu Mahanggara I Putu Panca Adi I Wayan Ade Bayu Suta I Wayan Agus Wira Astika . I Wayan Gede Artawan Eka Putra I Wayan Mustana I Wayan Patra . I Wayan Redhana I Wayan Subagia I Wayan Suderana I Wayan Suja I Wayan Sumadita I Wayan Widhiada I'tishom, Reny Ibnu Khaldun Ichayuen Avianty Ichayuen Aviyanti Ida Bagus Brata Ida Bagus Ketut Suryawan . Ida Trisnawati Ihsan, M Ika Ratnaningrum Ika Yuni Widyawati Ikmal Ikmal Ilham Insani, Muhammad Ilmiah, Khafidhotul Imam Ahmad Ashari, Imam Ahmad Imam Asrofi Imam Barnadid Imam Hadi Sutrisno Imam Shofwan Imam Sunarno, Imam Imam Susilo Imelda Theodora Indah Dwijayanthi Nirmala Indah Sri Wahyuni Indarwati , Retno Indianasari Indianasari Indra Gunawan INDRA YULIATI, INDRA Indrayana, Muhammad Alif Ingrid Suryanti Surono Inneke Olia Situmorang Intan Gustia Intan Tsamrotul Fu’adah Iqbal Nugraha Ira Arundina Ira Devi Sara Irayasa, Kadek Irfan Lazuardi Irma Irma Dwiyanti Irma Mulyani Irmanida Batubara Irvina Nurachmi Irwan Kasse Isjoni Isjoni Iskandar Hasanuddin Ismet Basuki Isnanto, Yogi Isnawati Isnawati Isnawati Rais Itsna Oktaviyanti Izza Hasanul Muna, Izza Hasanul Jajat S. Ardiwinata, Jajat S. Jamhari, Syafek Jaya, Made Soma Joko Prasetyo Joni Haryanto Jonyanis " Judi Nurbaeni Julfikar, Ari Julianus Bayu Setiawan Jumalia, Jumalia JUMARDI Jummi, Cut Vita Rajiatul Junianto, Setiawan Jusak Nugraha Jusak Nugraha Juzrotul Khotimah Kadek Yogi Parta Lesmana KAMAL, KAMAL Kamid Kamid Kamsidjo Budi Utomo Kariadi, Mustasyfa Thabib Kaswari . Kesaulija, Francina Frenshegty Khodijah Khodijah Khumidatun Niswah Kiki Asmara Kiky Asmara Kirowati, Dewi Koentjoro, Talissa Komang Agus Prihanto Arimbawa Krihariyani, Dwi Kris Ayu Widiawati Kristiawati Kristiawati Kumalasari, Putri Laksita Kuntoro Kuntoro Kurnia Hadi Putra, Kurnia Hadi Kus Sri Martini Kusmiati . Kusnanto Kusnanto Kusuma, Donny Wira Yudha Kusuma, Ketut Chandra Adinata Kusuma, Nova Indra Kusumaningrum, Putri Dewi KUSUMASTUTI, ETTY HARY Kutut Prastyo L. Verina Halim Ladjin, Burhanuddin Laihad, Fanny Margaretha Laily Hidayati Lalu Muhammad Azmi Prasetya Larasati, Ukhti Ikhsani Layungsari Layungsari Lazim N Lazim N Lelly Qodariah Lelyana Sih Afgriyuspita Levia Aliska Azlianda Huzaini LEWAR, EMANUEL ILEATAN Lili Darlian, Lili Liling Triyasmono Lilis Muryani Lina Karlinasari Linda Rosselina Lindrawati Tjuatja Lingga Pracna P Lisa Dwi Wulandari Listiono, Bernaditya Lucia Dhiantika Witasari Luh Putu Ratna Sundari Luh Putu Tuti Ariani Lukman Hakim Luluk Widarti, Luluk Luthfi Noviardi Lyra Ornila M. Faris Al Hakim M. Fedi A. Sondita M. Husen M. Ihsan M. Ihsan M. Irfan M. Uswah Pawara M. Zakariya M.Or. S.Pd. I Ketut Semarayasa . Made Agus Dharmadi Made Agus Wijaya Made Dwi Budiana P. Made Laksmi Mahardani Made Marajaya Made Wiratini Mahalul Azam Mahanani Abqory Maharani, Hesty Malik, M Romaryo Molana Maman Rachman Mangestuti Agil Manuaba, Ida Bagus Dwilingga Darpita Mardatillatul Aroziah, Mardatillatul Marhaeni, Ni Komang Sekar Marhendi, Mengku Maria Fransiska Wist Towa Marlina, Iin Martien Herna Susanti Martunis Martunis Masitoh, Martina Rahmawati Maulidian, Muhammad Okta Ridha Mauludiyah, Indah Meikayani, Ida Ayu Putu Carisa Meini Sondang Meithy Intan Rukia Luawo Merina, Merina Merry Maeta Sari Miftah Fauziah Mika Nusa Putri Miranda, Miranda Misna Hasibuan Moch Dadang Suharno Moch. Junaidi A. Moh Aris Munandar, Moh Aris Moh Salimi Moh. Hasan Mahfoed Moh. Irawan Zain Mohammad Hasan Machfoed Mohammad Reevany Bustami Mohammad Rubianto Mohammad Zen Rahfiludin Much Aziz Muslim Mucksir, Agus Muh Sholeh Muh. Saleh Nurdin Muhamad Chamdani Muhamad Erfin Fatoni MUHAMMAD AKBAL MUHAMMAD ALI Muhammad Amin Muhammad Aulia Luthvy Muhammad Azinar Muhammad Fadlilah Muhammad Khafid Muhammad Khumaedi Muhammad Nuh Siregar Muhammad Okta Ridha Maulidian Muhammad Reza Gautama Muhammad Sofian Hidayat Muhammad Subianto Muhammad Tadjuddin Muhlisin Muhlisin Muji Rahayu Muliasari, Erika Mursidah, Siti Muslim Muslim MUSLIMIN IBRAHIM Muslina Muslina Mustamin, Asyraf Mustika, I Komang Suardana Musyahida Mutiara, Laila N. Adiputra Nababan, Eksaudi Suka Nadhia Agustina Nadia Alfira Nadya Resti Kusnadi Naesilla Naesilla Nancy Margarita Rehatta Nandi Haerudin Nanik Widyiastuti Nany Salwa Nany Salwa Nany Salwa Naredi, Hari Neil R. Loneragan Nelva Amelia Neneng Sunengsih Ngabiyanto - Ngaenah, Nur Ngatman, Ngatman Ni Diah Purnamawati Ni Luh Kadek Alit Arsani NI LUH PUTU MANIK WIDIYANTI Ni Luh Putu Pebri Artayani . Ni Made Dewi Wahyunadi Ni Made Dwijayanti . Ni Nyoman Mestri Agustini Ni Nyoman Muliartini, Ni Nyoman Ni Putu Dewi Sri Wahyuni Ni Wayan Ekawati Ni Wayan Mudariani Nia Erlina Nihal Sofyan Nike Kamarubiani Niken Fatimah Nurhayati, Niken Fatimah Nila Kurniasari Nila Kurniasari Ninuk Dian K Nisa , Rofifatun Nisa Novaeni, Nisa Nisrina Mutiara Dewi Nofita, Dwi Noor Harini Noor Syaifudin Noor Zuhdiyaty Notopuro, Paulus Budiono Noviani Achmad Putri Novitasari, Bayu Putri Novitasari, Setiani Noviyana, Hesti Nugroho, Ardi Setyo Nugroho, Fadilah Nugroho, Satria Andy Nur Ainiyah Nur Aisah Amini Nur Hakki Nur Muji Astuti Nur Ranika Widyaningrum Nur, Miftakudin Nurabiah Nurbaity Bustamam Nurbaity Bustamam Nurlina Nurlina Nurlina Nurlina Nurma Yunita Indriyanti Nurmala, Dewi NURUL AZIZAH Nurul Hidayati Nurul Hikmah Nurul Iman Nurwasis Nurwasis Nyak Mutia Ismail Nyilo Purnami Ogiska Chaherfa Nadasya Oktavanya, Ridanti Oktavia Beni Kujariningrum Oktavia, Trisna Ayu Oktaviana, Adhelia Widyan Oktia Woro Kasmini Handayani Olivia Nauli Komala, Olivia Pande Putu Januraga Pangestu, Adhinuari Panggraita, Gilang Nuari Pantriani, Dwi Pardiman Pardiman Parena, Azran Arief Peduk Rintayati Peggy Puspa Haffsari Peling, Sri Widhari Yuganthari Pendi Rosadi Permadi, Dimas Bayu Satria Permatasari, Nurul Dwi Petrus Subardjo Pigo Nauli Ponpon Idjradinata Prabowo, Machruf Pradana, Fadli Dony Pradita, Silvi Mei Pramana, I Komang Agus Prameswari, Salvina Wahyu Prasepty, Winda Prasetyo Adi Sulistyono Prastyo, Danang Pratama, Wahyu Adi Prawesti, Ratih Pristanti, Apriliya Priyanto, Teguh PUJI LESTARI PUNGKY MULAWARDHANA, PUNGKY Purnamawati, Ni Diah Purnawan Adi W Pusaka, Semerdanta Pusparini, Herlina Puspita Lisdiyanti Puspita Rona Almas Tahani Puteri Indah Putra, I Gde Agus Shuarsedana Putra, I Komang Triyana Putranto, J. Nugroho Eko Putri Prastiwi Wulandari Putri, Devi Tantia Putri, Devi Tantia Putri, Septina Cipta Putri, Shindriani Putu Budi Adnyana Putu Gde Sukarata Putu Irma Yunita Putu Ngurah Aditya Cahya Artha . Qonitatillah, Ana Qurrata A'yuna Rachmad Suhanda Rachman Tragedy A Rachman, Harry Fitriyanto Raden Djoko Nugroho, Raden Djoko Rahayu, Hastanti Agustin Rahman, Alfani Aulia Rahmat, Tri Rahmawati, Melinda Rahmini Hustim Rahmini Hustim, Rahmini Raidah Mahirah Raihany, Vinny Rakhmad Syafutra Lubis Ramadhanti, Indri Rapiansah Rapiansah Raqim, Ukhti Raqim, Ukhti Ratna Hidayah Ratna Kumala Setyaningrum Ratu Nurramadhoan Realisa Murtiara Peutri Regina Finka Rehatta, Nancy Margarita Renaldy Rakhman Luthfi Rendy Eka Pratama Retno Palupi Retno Pudji Rahayu Retno Suminar Retnosari, Dwi Nurpalupi Reza Ranuh Reza Ro'isatul Umma Rezky Iriansyah Anugrah Rias Gesang Kinanti Rice Osviarni Rico Fathur Nur Rohman Ridha Nurhayati, Ridha Ridholia, Ridholia Rif'iy Qomarrullah Rika Fitriani Rima Jayanti Karuniasari Rina Candra Noor Santi Rina Dwi Rahmawati Rini Asnawati Rio Dhuwi Saputra Ripki Mulia Rahman Ririn Raudhatul Jannah Riski Effendi Risma Haris Risma Risma, Risma Risti, Ovibella Rivani, Putri Ayu Riza Arifudin Rizal An Akhiruna, Rizal An Rizal Fuzari Rizaldi, Fikri Rizkani Rizki Amelia Nasution Rizkiyanto Rizkiyanto Rizky Firman, Rizky Rizky Prabowo Robert S. Pomeroy Rohati - Rohati Rohati Roisondo Immanuel Rokhmaniyah Rokhmaniyah, Rokhmaniyah Roni Yuliwar Ronny Ersya Novianto Putra Roswita Hasan RR. Ella Evrita Hestiandari Rudiana Agustini Rudianto Simamora Rumini - Rusdarti - Rusdianingseh Rusdianingseh Rusli, Tri Indah Rustadi Rustadi Ryan Bagus Wahyudhi S, Iwan Hardi S, M Guritno S.Ked. dr. Made Budiawan . Sabirin, Andi Sadeva, Bramantiyo Sonny Sadsoeitoeboen, Bernadetta Margaretha Gunarsih Safuri Musa Saifuddin Zuhri Qudsy Sakti, Wahyu Bima Salam, Salam Salmiati Salmiati SALOKO, ANDI MURNIATI Saly Ulfah Samanhudi Samanhudi Samiatin Samiatin Sampurno, Global Ilham Samsinar Samsu Dlukha N Saptoyudo, Kukuh Sapuan, Edi Saputra, Visi Dwi Saputri, Dona Ayu Saputro, Okik Hadi Sarah Hesti Fauzia Sari, Aditya Sita Sari, Devy Rusmia Sarmanu, Sarmanu Sarwanto Sarwanto Saseno Saseno Sasmita, Lisa Dwi Sastrawidana, Ketut Sawir, Lestari Wulandari Sawitri Dwi Indah Pertami Sembara P. Toago, Sembara P. Septyani, Gita Setiajid Setiajid Setiyono Miharjo Setya Rahayu Sianty Dewi Singgih, Decy Wulan Siti Ekowati Rusdini, Siti Ekowati Siti Halimatus Sa’diah Siti Maryam Siti Maryam Siti Mawarni Siti Triaminingsih Sitohang Tetry A. Slamet Subari Soegeng Soegijanto Soegiyanto Soegiyanto, Soegiyanto Soekardi, Soekardi SOETJIPTO Soetjipto Soetjipto Soetojo Soetojo Sofyan Husein Siregar Soleha, Umdatus Solihati, Euis Novi Solikin Solikin Sonny Koeshendrajana Sri Anitah Sri Eniyati Sri Haryani Sri Hernawati Sri Mugianti Sri Mulatsih, Yustina Laurentius Sri Nurhayati Sri Subarinah, Sri Sri Sulistyowati Sri Widhari Yuganthari Peling Sri Wulan Sriyadi Sriyadi Steven Sheng Looi Suardi Suardi Suarilah, Ira Subagyo Subagyo Subijanto Marto Soedarmo Subijanto Marto Soedarmo Subijanto Marto Sudarmo Subijanto MS Sucihatiningsih DWP Sudi Prayitno Sudirman Sudirman Sugeng Sugeng Sugiarta, Made Suhendra, Febry Sujianto " Sukadi . Sukatiman Sukatiman Sukiman Sukiman Sukma Nuswantara Sukma Randani Ismono Sukmawati . Sukoyo Sukoyo Sulaiman Sulaiman Sulistiyo, Anatri Sulistya Agus Prabowo Sunarba, I Gede Sunarti Supriyadi Supriyadi Suratmin Suratmin Surbakti, Neni Inta Prima Suri Dwi Lesmana Suripto Dwi Yuwono Suryadinatha Putra1 I Putu Teguh Susanti Tasik Susanti, Dian Elita Susmala Dewi Sutami Dwi Lestari Sutikno, Putri Yanuarita Suwedi, Nawa Suwito Eko Pramono Suyahmo Suyahmo Syafrida Siregar Syafruddin Syah Mohd Hadiid Thaariq Syahrial Syahrial Syamdani Syamdani Syamsudin Syamsudin Syamsul Arifin Syarif Hidayat Sylvia Rosi Andriani Syukri Syukri T, Abimanyu Tandiyo Rahayu Tarmizi Tarmizi Tarmono Djojodimedjo Tasliah -, Tasliah TATIEK KUSMAWATI Taufik Baidawi, Taufik Taufiq Hidayah Tea , Rukman Tedi Rusman Teuku Fadlon Haser Theresia Indah Budhy Sulisetyawati Thome, Angela Librianty Thriwaty Arsal Tintin Sukartini Sukartini, Tintin Sukartini Tirza Z Tamin Titi Purwitasari Handayani Titin Prihatin Tofan Hermawan Tommi Yuniawan Tommy Soenyoto Toni Ruchimat Trastiawan, Hendra Eka Tri Saptuti Susiani Triana Setijaningsih Triana Setijaningsih, Triana TRIANI, ELZA Trimaijon Trimaijon Tristi Ananda Triyono, Triyono TRYO DINDA PANUNTUN, TRYO DINDA Tugiman Tugiman Tumiar Sidauruk Tuti Yanuarti Tutuk Indriyani Ujang Saefullah Ulayya Wasilah Munasti Ulfiya, Firda Uqbatul Khoir Rambe Uswatun Hasanah Utami, Hamdan Dian Jaya Rozi Hyang Utami, Hamdan Dian Jaya Rozi Hyang Utami, Luwes Tri Utami, Luwes Tri Utari Kresnoadi Veni Nella Syahputri, Veni Nella Via Franciska Yolanda Putri Vicky Sumarki Budipramana Wahidah Alwi Wahjoedi Wahyu Wahyudi Istiono Wahyuni Tri Lestari Wahyuni, Erna Dwi Wahyuningsih, Yetty Walid Walid, Walid Walida Pangestuti Waluyo, Hery Wardhayani, Sutji Wardhayani Wasino Wasino Wasti Danardani Wayan Marjana . Wayan Nata Septiadi Wibowo, Widya Lutfi Wibowo, Yusuf Adi Widia Edorita Widiani, Luh Putu Susi Widijiati Widijiati Widiyanto Tri Handoko Widjiati Widjiati Widjiati Widodo Jatim P Widodo Jatim Pudjirahardjo Widodo, Mulyo Widya Eka Setiawan Widya Pratiwi Wijaya, Eva Satriya Wilarso, Wilarso Wilis Sukmaningtyas Willy Sandhika Wina Rachmania WINARTO Windyasari, Natalia Kristiwi Winona May Hendrata Wiratama, Priangga Adi Witanto, Yuli Wiwin Martiningsih Wulan Juliani Putri Y. Touvan Juni Samodra Yanti Rachmayanti Yanti Shantini, Yanti Yarmaliza Yasfin, Moh Anwar Yashinta Irma Pratami Hematang Yetti Hernaningsih Yoes Priyatna Yoga Aditya Yohane Kurniawan Yos Wandik Yovhandra Ockta Yudaparmita, Gusti Ngurah Arya Yudhi Prasetya Yuliana, Afid Yulianto, Muhamad Maulana Yulianto, Muhamad Maulana Yuliati Yuliati Yulis Hamidy Yulkarnain Harahab Yunida, Eva Yusniawati, Yustina Ni Putu Yuswo Supatmo Zachroni Zahroh, Chilyatiz Zaldy Kurniawan Zam, Mahalul Zikria Akbarina Zuhria, Ismi Zulia Putri Perdani, Zulia Putri Zulkipli Zulkipli