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All Journal Indonesian Journal on Computer and Cybernetics Systems Empati Sains Tanah Caraka Tani: Journal of Sustainable Agriculture Jurnal Sain Veteriner JURNAL PSIKOLOGI UNDIP Caraka Tani - Agriculture Science Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) WIDYATAMA Jurnal Pendidikan Teknik Mesin JURNAL ILMU KEFARMASIAN INDONESIA Jurnal Kimia Terapan Indonesia Berkala Ilmiah MIPA Indonesian Journal of Electronics and Instrumentation Systems Jurnal Teknologi Jurnal TAM (Technology Acceptance Model) Seminar Nasional Informatika (SEMNASIF) Jurnal BIOEDUIN : Program Studi Pendidikan Biologi Jurnal Veteriner Jurnal Informatika IJID (International Journal on Informatics for Development) Jurnal Kedokteran Hewan Agrikultura Islamic Guidance and Counseling Journal Ulumul Syar'i Agrine?a International Journal of Electrical and Computer Engineering (IJECE) JUTI: Jurnal Ilmiah Teknologi Informasi Jurnal Agritech Jurnal Ilmu dan Teknologi Kelautan Tropis Jurnal Ilmu Pangan dan Hasil Pertanian Jurnal Psikologi Jurnal Manajemen Pendidikan Journal of Tropical Life Science Majalah Kedokteran Gigi Indonesia Jurnal Teknologi Dan Industri Pangan Hukum Dan Dinamika Masyarakat Jurnal Pendidikan dan Pembelajaran Indonesian Journal of Biotechnology HUMANITAS (Jurnal Psikologi Indonesia) Jurnal Obsesi : Jurnal Pendidikan Anak Usia Dini The Asian Journal of Technology Management (AJTM) Jurnal Ilmiah Teknosains Indonesian Journal of Cancer Chemoprevention Medical Journal of Indonesia Jurnal ACSY : Jurnal Accounting Politeknik Sekayu JIKO (Jurnal Informatika dan Komputer) Jurnal Agrotek Tropika Accounting Sriwijaya Journal of Environment Jurnal GAMAJOP Jurnal technoscientia BIOMATH AGRICOLA Jurnal Teknologi dan Sistem Informasi Jurnal PEMBAHSI (PEMBELAJARAN BAHASA DAN SASTRA INDONESIA) Jurnal Bahtera - Jurnal Pendidikan Bahasa dan Sastra Indonesia International conference on Information Technology and Business (ICITB) Jurnal Mikologi Indonesia Jurnal Teknik Informatika Musirawas (JUTIM) JURNAL BAHASA, SASTRA DAN PEMBELAJARANNYA Jurnal SPATIAL Wahana Komunikasi dan Informasi Geografi Jurnal INKOM Jurnal Ilmu-Ilmu Peternakan Jurnal Didascein Bahasa Jurnal Fitopatologi Indonesia Jurnal Intervensi Psikologi (JIP) Comm-Edu (Community Education Journal) AGRISAINTIFIKA Jurnal Ilmu-ilmu Pertanian Dharmakarya Jurnal Informatika Indonesian Journal of Chemistry TELKOMNIKA Telecommunication, Computing, Electronics and Control Journal of Business and Management Jurnal Gizi Klinik Indonesia Teknologi Indonesia Jurnal Ilmu Komputer Pendidikan Sejarah Jurnal Counsellia JURNAL PANGAN DAN GIZI Pesona PAUD Universitas Negeri Semarang (UNNES) Jurnal Perikanan Universitas Gadjah Mada UG Journal Jurnal Ilmiah Inovasi JRPM (Jurnal Review Pembelajaran Matematika) Nexus Biomedika Jurnal ILMU DASAR Jurnal Sinergitas PKM & CSR Jurnal Kesehatan Masyarakat (Journal of Public Health) Jurnal Hortikultura ANNALES BOGORIENSES MEDIA KESEHATAN MASYARAKAT INDONESIA Jurnal Program Magister Ilmu Sosial Universitas Tanjungpura SAINS TANAH - Journal of Soil Science and Agroclimatology Jurnal Ilmu Pendidikan Jurnal Mamangan Jurnal Gizi Klinik Indonesia Biopropal Industri Jurnal SainHealth JTET (Jurnal Teknik Elektro Terapan) PEDAGOGI Jurnal Penelitian Gizi dan Makanan MUST: Journal of Mathematics Education, Science and Technology IJISCS (International Journal Of Information System and Computer Science) Dinamik - Jurnal Teknologi Informasi Jurnal Pascapanen Pertanian Cakrawala Dini: Jurnal Pendidikan Anak Usia Dini Buletin Psikologi Jurnal Sistem Komputer Musirawas (JUSIKOM) INOVTEK Polbeng - Seri Informatika Jurnal Ilmiah Inovasi
Articles
292
Documents
Aplikasi Sistem Pendukung Keputusan Distribusi Air Bersih dengan Fuzzy Integer Transportation

IJCCS - Indonesian Journal of Computing and Cybernetics Systems Vol 5, No 2 (2011): IJCCS
Publisher : Indonesian Computer, Electronics, and Instrumentation Support Society (IndoCEISS)

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Abstract

Abstrak— Kebutuhan air bersih di kota-kota berkategori urban semakin lama semakin meningkat, sementara produktivitas air menurun disebabkan oleh berbagai alasan. Persoalan yang harus dipecahkan adalah bagaimana agar distribusi air ke tujuan berjalan secara simultan, yakni antara supply air dengan demand pelanggan ditengah minimnya anggaran biaya. Perlu dicari keputusan bagi perencanaan distribusi yang baik untuk mengalokasikan air, dari sejumlah sumber air  menuju sejumlah tujuan (kota). Oleh karena itu, diperlukan sistem terkomputerisasi yang memiliki kemampuan dalam memberikan dukungan untuk pengambilan keputusan, maka perlu dirancang suatu sistem pendukung keputusan (SPK) yang dapat membantu manajemen distribusi air bersih. SPK ini mengimplementasikan Fuzzy Integer Transportation  dengan nilai fuzzy supply, fuzzy demand dan fuzzy goal yang diekspresikan melalui bilangan fuzzy. Tabel transportasi dipakai untuk mempermudah pemodelan nilai supply dan demand yang ber-interval. Sebuah algoritma khusus digunakan agar dapat menghasilkan solusi integer yang optimal sehingga dapat meningkatkan efisiensi pencarian. Selain itu pemecahan masalah distribusi ini memakai pendekatan Vogel’s Approximation Method (VAM), memberikan solusi yang feasible bagi total biaya distribusi. Output sistem adalah total biaya distribusi dan jumlah air yang didistribusikan ke masing-masing tujuan.  Kata Kunci—       Sistem Pendukung Keputusan, Fuzzy Integer Transportation, VAM

Sistem Pendukung Keputusan Seleksi Anggota Paduan Suara Dewasa Menggunakan Metode Fuzzy Mamdani

IJCCS - Indonesian Journal of Computing and Cybernetics Systems Vol 6, No 1 (2012): IJCCS
Publisher : Indonesian Computer, Electronics, and Instrumentation Support Society (IndoCEISS)

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Abstract

AbstrakKebijaksanaan dalam mengambil sebuah keputusan pada permasalahan tertentu bukan lah hal yang mudah, karena perlu dilakukan pertimbangan yang diharapkan dapat membantu memberikan alasan keputusan tertentu harus diambil. Begitu juga penanganan masalah menentukan seseorang untuk menjadi anggota paduan suara dewasa pada Sanggar Bina Vokalia Menteng Palangka Raya.Seseorang yang akan bergabung pada sebuah tim paduan suara yang akan mengikuti kegiatan atau event tertentu, maka hal yang perlu diperlukan adalah seperti kualitas usia, pengalaman, kedisiplinan, intonasi, artikulasi dan wilayah nada dari seseorang tersebut. Sistem Pendukung Keputusan Seleksi Anggota Paduan Suara Kategori Dewasa  sangat tepat diterapkan untuk penanganan masalah  yang membutuhkan penyelesaian mandiri dari komputer untuk pemrosesan data peserta yang mengikuti seleksi dengan perhitungan efisien dan akurat. Dengan menggunakan penalaran Logika Fuzzy Mamdani dalam pemrosesan data input dan output, serta informasi pendukung berupa ranking sangat mendukung dalam pengambilan keputusan untuk menentukan seseorang untuk menjadi anggota paduan suara dewasa. Kata kunci— Sistem Pendukung Keputusan, Paduan Suara, Logika Fuzzy, Mamdani  AbstractWisdom in taking a decision on a particular issue is in fact not an easy thing, because consideration needs to be done that is expected to help justify a particular decision should be taken. So is handling the problem of determining a person to become a member of the adult choir at Sanggar Bina Vokalia Menteng Palangkaraya.Someone who will join in a choir team who will follow a particular activity or event, then it is necessary to like the quality of the age, experience, discipline, intonation, articulation and tone areas of a person is.Decision Support System Selection Category Adult Choir members are very appropriate to be applied to the handling problems that require independent completion of the computer for processing the data that follows the selection of participants with efficient and accurate calculations. By using Mamdani Fuzzy Logic reasoning in data processing input and output, and supporting information in the form of ranking is very supportive in the decision to determine a person to become a member of the adult choir. Keywords— Decision Support System, Chorus, Fuzzys logic, Mamdani

Sistem Pendukung Keputusan Pengalokasian Spare Part

IJCCS - Indonesian Journal of Computing and Cybernetics Systems Vol 6, No 1 (2012): IJCCS
Publisher : Indonesian Computer, Electronics, and Instrumentation Support Society (IndoCEISS)

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Abstract

AbstrakEra informasi yang semakin berkembang mempengaruhi lingkungan bisnis. Pengaruhnya dapat dilihat pada proses pengambilan keputusan. Proses pengambilan keputusan terhadap sejumlah alternatif dan sejumlah tujuan diselesaikan dengan sebuah sistem. Sistem  yang bermodelkan Multi Attribute Decision Making (MADM) dan Multi Objective Decision Making (MODM). Model MODM digunakan untuk menyelesaikan perancangan alternatif terbaik dan model MADM digunakan untuk menyelesaikan penyeleksian terhadap beberapa alternatif dalam jumlah yang terbatas. Salah satu pendekatan model MADM adalah TOPSIS (Technique for Order Preference by Similarity to Ideal Solution). Konsep utama TOPSIS adalah alternatif preferensi terbaik memiliki jarak terpendek dari solusi ideal positif dan memiliki jarak terjauh dari solusi ideal negatif. Hasil metode TOPSIS adalah perankingan terhadap sejumlah alternatif. Salah satu masukan dari metode TOPSIS adalah nilai pembobotan kriteria. Nilai pembobotan kriteria dapat diberikan secara langsung oleh pengambil keputusan atau dihitung melalui sebuah metode. Penelitian akan menghitung nilai pembobotan kriteria dengan metode Entropy. Tujuannya adalah untuk memberikan objektifitas pembobotan kriteria. Penelitian mengangkat kasus tentang pengalokasian spare part ke sejumlah store. Alternatif terbaik dengan sumber daya yang terbatas, beberapa tujuan yang saling bertentangan didekati dengan metode Goal programming. Pengambilan keputusan akan lebih terarah karena sistem menghasilkan perankingan store spare part, dan menampilkan  informasi alokasi spare part.  Kata kunci— Sistem Pendukung Keputusan, Entropy, TOPSIS, Goal Programming AbstractThe capabilities of computrized systems facilitate decision support in a number of ways, such as speed computations, increased productivity ,improved data management and others. Decisions are often made by individuals. There may be conflicting objectives even for a  decision maker. The conflicting objectives can be solved by goal programming. Research of spare part allocation focuses on an individual decision maker and presents the solving problem with Multiple Criteria Decision Making (MCDM). A lot of MCDM approaches have been developed and applied to diverse fields, like engineering, management, economic, etc. As one of the known classical MCDM approaches, TOPSIS method is known to be a common method to get the preliminary outcome.  The main concept of TOPSIS is the best alternative has the shortest distance from the positive ideal solution and has the longest distance from the negative ideal solution.  Before the stores are ranked with TOPIS method, the management assigned a weightage to each store using Entropy method.  Keywords— Decision Support Model, Entropy, TOPSIS, Goal Programming.

Text Document Retrieval In English Using Keywords of Indonesian Dictionary Based

IJCCS - Indonesian Journal of Computing and Cybernetics Systems Vol 5, No 1 (2011): IJCCS
Publisher : Indonesian Computer, Electronics, and Instrumentation Support Society (IndoCEISS)

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Abstract

Abstract— Cross language information regtrieval at the present moment is crucial to the amount of available information use the language variety. Mean while the user who have mastering another language is very less. So with the appointment system of cross language information retrieval is expected.Information retrieval applications on this system to search for text documents in English using keyword of Indonesian dictionary-based. This system was built by several stages starting from collection of documents data by using crawler, entering documents data into a corpus table, punctuation removal, tokenization of documents, stopword removal and term weighting.The ability of this system can add documents data, dictionaries data and stopword data. It is enable to retrieval text documents in English that contains keyword of Indonesian with dictionary-based. Results of documents retrieval was ranked based on the calculation of term weights. Able to see the contents of the document and open the original document. The development of this system can be used as a cross language information retrieval system on dictionary based.Keywords— retrieval information, dictionary based, cross language.

PENGUKURAN KINERJA BEBERAPA SISTEM BASIS DATA RELASIONAL DENGAN KEMAMPUAN MENYIMPAN DATA BERFORMAT GML (GEOGRAPHY MARKUP LANGUAGE) YANG DAPAT DIGUNAKAN UNTUK MENDASARI APLIKASI-APLIKASI SISTEM INFORMASI GEOGRAFIS

Jurnal Informatika Vol 10, No 2 (2009): NOVEMBER 2009
Publisher : Institute of Research and Community Outreach - Petra Christian University

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Abstract

If we want to represent spatial data to user using GIS (Geographical Information System) applications, we have 2 choices about the underlying database, that is general RDBMS (Relational Database Management System) for saving general spatial data (number, char, varchar, etc.), or saving spatial data in GML (Geography Markup Language) format. (GML is an another XML’s special vocabulary for spatial data.) If we choose GML for saving spatial data, we also have 2 choices, that is saving spatial data in XML Enabled Database (relational databases that can be use for saving XML data) or we can use Native XML Database (NXD), that is special databases that can be use for saving XML data. In this paper, we try to make performance comparison for several XML Enabled Database when we do GML’s CRUD (Create-Read-Update-Delete) operations to these databases. On the other side, we also want to see flexibility of XML Enabled Database from programmers view.

PEMETAAN DINAMIKA WILAYAH ENDEMIK PENYAKIT DEMAM BERDARAH DENGUE KOTA SALATIGA MENGGUNAKAN PENDEKATAN MULTIVARIAT LOCAL INDICATOR SPATIAL ASSOCIATION

Jurnal Informatika Vol 11, No 1 (2012): MAY 2012
Publisher : Institute of Research and Community Outreach - Petra Christian University

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Abstract

The objective of this study is to map the change dynamic of dengue endemic area in Salatiga, Central Java in 2001-2008. This study is carried out in three stages. The first one is the descriptive survey to find the secondary sociodemographic and epidemiologic data. The second stage is data analysis using spatial association, in this case is Global Moran’s dan Local Moran’s (LISA). The last stage is the interpretation of the result of analysis in form of Moran Scatterplot and LISA map. The result of the study shows that spatial pattern based on the dynamic distribution of Dengue occurrence could be identified using Global Moran’s method. From 2001 to 2008, it could be found that there are hotspots and outlier. The area with high frequency of hotspot is Sidorejo Lor, Mangunsari and Kutowinangun. Using Local Moran’s I method, the spatial pattern of the distribution of dengue could be visualized in form of LISA (Local Indicator Spatial Association) map. The map is categorized into HH, HL, LH dan LL. The ABJ value is not significant with the dengue happenings in each village. The area with high ABJ is not followed by the high value of dengue happening. Based on the choropleth, it could be described that the dengue happening is caused by the dense of the population. The result of this study could be used as a tool to control and identify the cause of dengue.

Viability and Stability of Lactobacillus Plantarum Mut 7 FNCC 250 Suplemented in Papaya-Pineapple Juice During Storage

Jurnal Teknologi Dan Industri Pangan Vol 14, No 2 (2003): Jurnal Teknologi dan Industri Pangan
Publisher : Departemen Ilmu dan Teknologi Pangan, IPB Indonesia bekerjasama dengan PATPI

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Abstract

Lactobacillus plantarum Mut7 FNCC 250 is an indigenous bacterium isolated from fermented food (“gatot”) and a potential agent to reduce cholesterol. Study the on aplication of the bacterium as probiotic agent to food stuff is needed. The purpose of the study was to prepare formula of papaya-pineapple juice as probiotic carrier and to study the viability and capability of Lactobacillus plantarum Mut7 FNCC 250 to assimilate cholesterol during three months storage. Fruits juice was prepared with different formula and organoleptically tested. Selected juice formula was supplemented with Lactobacillus plantarum Mut7 FNCC 250 and stored in cool room (4-5 oC). During three month storage, the value of pH the product, cell viability and ability to assimilate cholesterol were evaluated. The result indicated that acceptable formula was papaya juice added with 25 % pineapple. Viability of Lactobacillus plantarum Mut7 FNCC 250 supplemented in papaya- pineapple juice was stable (decrease of < 1 log cycle), while the pH of the juice decreased after 3 month storage. The ability of Lactobacillus plantarum Mut7 FNCC 250 to assimilate cholesterol was stable within 2 months storage, but decreased after 3 months. Key words : Viability, sta, Lactobacillus plantarum, probiotic, papaya-pineapple juice.

Aplikasi Pengolah Bahasa Alami untuk Query Basisdata XML

Dinamik - Jurnal Teknologi Informasi Vol 13, No 2 (2008)
Publisher : FTI Unisbank

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Abstract

Telah dikembangkan sebuah aplikasi pengolah bahasa alami untuk melakukan query basisdataXML. Data yang tersimpan dalam basisdata XML berupa bibliografi koleksi perpustakaan.  Bahasa alamiyang diproses untuk query merupakan bahasa Indonesia sehari-hari yang mengikuti pola kalimat tertentusesuai dengan tata bahasa Indonesia.Query basisdata XML dilakukan setelah aplikasi ini menerima masukan berupa kalimat bahasaIndonesia yang sederhana. Kalimat ini mengikuti pola aturan produksi yang telah ditetapkan dan mengikutitatabahasa Indonesia.   Setelah proses penginputan kalimat bahasa alami selesai, dilakukan proses analisisleksikal, sintaks, parsing, dan  semantiks untuk verifikasi bahasa alami yang masuk. Hasil yang benar akanditerjemahkan menjadi XQuery sebagai suatu perintah untuk melakukan query pada basisdata XML.Perintah ini kemudian akan diproses untuk menghasilkan keluaran hasil operasi query tersebut.Hasil penelitian menunjukkan bahwa aplikasi pengolahan bahasa alami melakukan query padabasisdata XML dengan benar, dan memberi kemudahan bagi user untuk melakukan operasi pencarianinformasi bibliografi.

REPRESENTASI KASUS MENGGUNAKAN INDUCTIVE RETRIEVAL DENGAN ALGORITMA C4.5 PADA KASUS KLASIFIKASI PRESTASI MAHASISWA BERDASARKAN NEM, TINGKAT KEDISIPLINAN, DAN MOTIVASI

BIOMATH Vol 9, No 2 (2008)
Publisher : BIOMATH

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Abstract

C4.5 algorithm is an extension of ID3 that has a function to case partitionwith Inductive Retrieval used in CBR (Case Based Reasoning) method. This case representation is represented as a decision tree that requires informations about some data records. Each record has the same structure, consisting of a number of attribute/value pairs. One of these attributes represents the category of the record.Case sample here is to determine classification of student’s achievement based on his NEM, discipline level, and motivation. As a category attribute is Achievement whose values : LESS, ENOUGH, and GOOD. Using decision tree in this case representation, finding solusion according to existed cases becomes more fast and easily of this case arranged systematically.Keywords : C4.5 algorithm, Inductive Retrieval, category attribute.

PEMODELAN SISTEM PENDUKUNG KEPUTUSAN KELOMPOK UNTUK DIAGNOSA PENYAKIT PNEUMONIA DENGAN FUZZY LINGUISTIC QUANTIFIER DAN AHP

Jurnal Ilmu Komputer Vol. 5, No. 1 April 2012
Publisher : Jurnal Ilmu Komputer

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Abstract

Group Decision Support System (GDSS) is a computer based systems that support groups of people involved in a common goal. Pneumonia is an infection of the alveoli and the end of bronkiol and that most diseases result in death for each year, lack of medical personnel at health centers compared with the population resulted in frequent delays service to the patients pneumonia. This study focused on the development of group decision support system for diagnosis pneumonia in adult patients. The system is designed to help medical personnel in diagnosis pneumonia patients and reduce the level of delays in treatment for pneumonia patients and minimize the error giving antibiotics to pneumonia patients.Group Decision Support System was developed using a web based PHP programming language while to process the knowledge database using MySQL database, to give a decision table which is an association between symptoms and disorders, as well as giving preference value of the three experts, namely the pulmonary experts, internists experts and pharmacists use Triangular Fuzzy. In the aggregation stage of preferences used Fuzzy Linguistic quantifiers and phase perangkingan using AHP. The system was tested by entering the symptoms of pneumonia without the involvement of an expert. The results showed that the system could support to diagnosis pneumonia.

Co-Authors . Kosasih . Megawati . Pujianto . Solikhah . Triyem A CHABIB ALFIANSYAH A. Intan Niken Tari A.Intan Niken Tari Abdiansah Abdiansah Abdul Malik Ashari, Abdul Malik Abdurrakhman WKA Achmad Mujab Masykur Addarsy, Rahmatika ADE ANDRIANI Ade Muhammad Adi Nugroho Aditha Fajrina Afandi, Ardian Rahman Afriyanti Afriyanti, Afriyanti Ageng Suseno Agus Budiyono, Agus Agus Harjoko Agus Limbang Wardani, Agus Limbang Agustinus Yogy Dwicahyo Nugroho Ahmad Ashari Ahmad Yunus, Ahmad Aina Musdholifah Alfarisa Nururrozi, Alfarisa Almar Aminudin, Almar Ana Setyowati Ance Murdiana Andriyani Puspitaningrum Anik Isnaeni Anita Listiara Aoki, Chie Apriani, Opi Ardiyansah, Bayu Rian Aridhanyati Arifin Aris Budianto, Aris Asmarani Kusumawati Asmoro, Novian Wely Asmoro, Novian Wely Asti Dwi Irfianti Atiek Soemiati Atik Ratnawati Azhari Azhari Azhari Subanar Aziz Ahmadi B.S.Kardono, Leonardus Bambang Sugiantoro Bambang Sumiarto BETI ERNAWATI DEWI Bina Kurniawan Brian Shendy Haryanto Budi Hariono Catur Budi Handayani Catur Gunawan Podo Winarno Cornelia Anggun Septria Costrie Ganes Widayanti Danang Lelono Danar Dono Dedik Budianta Defi Wulandari, Defi Desi Wulandari, Desi Desti, Hidayati Dewanto Harjunowibowo DEWI, BETTY ERNAWATI DEWI, INDAH Dewi, Mia Sukma Dewi, Sri Rosmala Dewijanti, Indah Dwiatmi Dewijanti, Indah Dwiatmi Dian Ratna Sawitri Dian Veronika Sakti Kaloeti Dias Amartiwi Putri Gavinta, Dias Amartiwi Putri Diding HP Djemari Mardapi Drs. H. Irfan Akuntan Nursasmita. Dwi Irfianti, Asti Dwi Nur Prasetya Dwi Priyo Ariyanto Dwi Priyo Widodo, Dwi Dwi Priyowidodo DWI SUSILO UTAMI Dwiny Meidelfi, Dwiny Effendi Rustan Eka Ardhinie Eka Irmawati A Eka Wahyudi Ekawati -, Ekawati Eko Darmanto Elen Erniasita Elfira Rosa Pane Ema Utami Endah Yulia Endang S Rahayu Endang Uliyanti Endang Yuniastuti Endro Yunianto Endy Paryanto Prawirohartono, Endy Paryanto Eni Harmayani Enny Itje Sela Enny Sudarmonowati Eri Zuliarso Erick Alfons Lisangan, Erick Alfons Estalansa, Helna Estu Widodo, Estu Eva Latipah FAJAR NUGROHO Fani, Tian faujiah, chera rizqi Faujiyah, Chera Rizqi Fauzy Rachman Finta Amalinda Firmansyah, Anditya Syidiq Fitria Roviqowati Fitriani, Maulida Ayu Friardi Ismed, Friardi Gayatri Basuki Grece Novarizki Guntari Titik Mulyani Gusmeta, Gusmeta Hadiman, Hadiman HAK HOTTA Halimuddin, Halimuddin Hani Fitriani, Hani Haniati, Isna Luthfa Hanum, Sri Handayani Hapsari, Ratna Cahyaning Harto Widodo, Harto Hastari Wuryastuti Hence Beedwel Lumentut, Hence Beedwel Henricus E. A. Hendrata, Henricus E. A. Henricus EA Hendrata Henricus Roby Cahya Putra, Henricus Roby Cahya Hermansyah Hermansyah Herry Cahyana Hery Widijanto Heryumani JCP, Heryumani Himawati, Ika Pasca Hindayati Mustafidah I Gede Aris Gunadi I Ketut Triyono I Usuman Ida Arlita Wulandari Ida Damayanti, Ida Ilham Abdullah, Ilham Indah Dewiyanti, Indah Indra Indra Intan Niken Tari Intan Ratna Puri, Intan Ratna Irkham Widiyono Isnijah S.P., Siti Istikhomah Istikhomah, Istikhomah Ita Khairani IWO, IMACULATA J.Sri Widada Jamila . jamila Jamila Jani Kusanti Jati Ariati Jati Sasongko Wibowo Jauhari Syamsiah Jauhari Syamsiyah Jazi Eko Istiyanto Jazi Eko Istiyanto, Jazi Joannes Sri Widada Joko Prastowo Joko Winarno Julia, Dede Julius Hammer JUNI Tri TRI ASMORO Juwari J, Juwari Kamiso H. N., Kamiso H. Khadijah ., Khadijah Khadijah Khadijah Komariah Komariah Krisna Raharditia Kuneng B, Raden Dirgori Kurnianto, M Fatoni Kusrini Kusrini Kuswahyuning Kuswahyuning, Kuswahyuning Kuwat Triyana L., MEILYAWATI Lestari, Desti Tri Lestari, Nora Agus Lia Meilawati Lilik Sumaryanti, Lilik Lina Handayani Linayanti Darsana Linayanti Linayanti Lindung Tri Puspasari Lintang Januardini, Lintang Liza Husnita Luciana Djaya, Luciana M Hanafi M S Sinaga M. Hanafi Maba, Aprezo Pardodi Maimun Barmawi Maridjo Abdul Hasjmy, Maridjo Marissa Angelina Marsono Marsono Martin, Afrizal Martua Suhunan Sianipar, Martua Suhunan Masrukhan, Masrukhan Maulan Irwadi Mauliani, Annisa Megawati Megawati Meilani, Ayu Meity S Sinaga, Meity S Meri Erawati METHAR ANGGRIYADI Meylina Diah Ekasari Michael Sihaloho Mirawati Sudiro Moh Luqman Shobrony, Moh Luqman Moh. Arief Bonis S MUHAMAD AJI KASMORO Muhamad Muslihudin, Muhamad Muhammad Hanafi Muhammad Hanafiah Muhammad lhsan Sarita Muhammad Syaukani Muhammad Tasrif Mujiyo Mujiyo Mukodimah, Siti Mulud Suhardjo MULYADI, RAMA Munakhir Mudjosemedi Murien Nugraheni Murinto Murinto Murinto, Muryanti, Elise Musthofa Musthofa Nafratilova Septiana, Nafratilova Nailul Fauziah NANIK RAHMANI Ni Made Diska Widayani Nina Artanti Nita Etikawati Noor Istifadah Nopianti, Heni Novi Ayu Kristiana Dewi, Novi Ayu Novita Novita Nunik Puji Lestari, Nunik Puji Nur Machfiroh Nur Pratiwi Noviati, Nur Pratiwi Nurhuda, Yeni Agus Nyimas Sa’diyah Ongko Cahyono Pardono Pardono Partomuan Simanjuntak Praptosuwiryo, Titien Ng Prasetyaningtyas, Fitria Dwi Puastuti, Dwi Purnama Darmadji Purnamawanti, Rena Purwandari, Hesti Purwanto Purwanto Puspasari, Ervina Ryan Puspita Puji Rahayu, Puspita Puji PUTRA, DEDDI P PUTRA, HANIF ERONI Putri Pertiwi Rahayu Rahayu RAHMAWATI, DEDE Rakimahwati -, Rakimahwati Rakimahwati Rakimahwati, Rakimahwati Ratri Dewi Anggraini Retantyo Wardoyo Retno Widyastuti, Retno Riani Dwi Hastuti Ricky Wijaya RIKA MELIANSYAH Rindang Gunawati Rini Widayanti Rio Kurniawan Rita Wiryasaputra Rosihan Ariyuana, Rosihan Rosnita . Roy Silitonga Rugayah Rugayah Rukli . Rukli Rukli Rusdi Efendi Ryan Anugerah Purwito, Ryan Anugerah S H Hidayat Saádah, Sumiyati Salahuddin . Salahuddin Salahuddin Saleh Haji Santi, Mei Ria saputri, lia Sartono Putro, Sartono Satria Abadi, Satria Setiawan, Mukhammad Andri Setio Budi, Nofiko Setiwan, Pika Sherly Jayanti Shofwatul Uyun, Shofwatul Sholehah, Mar’atus Sidomulyo, MA Barokatul Qodiri Siswanti Siswanti Siti Istiqomah Siti Kurniawati Slamet Minardi Slamet Rahardjo Slamet Raharjo Soedarmanto Indarjulianto Soedarmono, Pratiwi Sri Andayani Sri Handayani SRI HENDRASTUTI HIDAYAT Sri Mulyana Sri Nurdiati Sri Pujiyati Sri Suwarno Sri Wahyuni Sri Widada Sri Yulianto J.P. Subahar, Subahar Subanar Subanar Sugiwinarsih S, Sugiwinarsih suhada, idad Suharno Suharno Suhartono Sukati Saidin Sukaya, Sukaya Sulistyawati Sulistyawati Sumani Sumani Sumarno Sumarno Sumartono . Sumijati Sumijati Suparjono Suparjono Suparmo . Supatmi Supatmi Supriyadi Supriyadi SURYO WIYONO Suwanto Raharjo Syahidah, Kholishotu Tahmid Sabri Tari, Agustina Intan Niken Tedy Rismawan Theresia Nadia Nugraheni Timorora Sandha Tri Puji Astuti Tri Untari Tri Wahyu Supardi Triyanto Triyanto Tyas Utami Umar Santoso Ummi Kaltsum VIDIAN, NAURA PRIMA Vrisca Amelia Suhardi Wahyu Daradjat Natawigena, Wahyu Daradjat Wardana, Ari Kusuma Wawan Nurmansyah, Wawan Wayan Tunas Artama Wibowo, Adityo Permana Widodo Prijodiprodjo Widyatmani Sih Dewi Wijang Widhiarso Wijo Priyono Wirman, Asdi WIRYOWIDAGDO, SUJASWADI Wisnu Nurcahyo Wiwik Hartatik Wiyono, S Woro Wulandari Y. Krisdinamurtirin Yanuartono, Yanuartono - Yaswinda Yaswinda Yolanda Imelda Fransisca Tuapattinaya YOPI YOPI Yopi, nFN Yudi Anom Priambudi, Yudi Anom Yudi Pranoto Yustinus Marsono Yusuf Hartono Yusuf, Mukhamad Agung Zainal Berlian Zakarias Situmorang, Zakarias Zudha A S Zulkardi Zulkardi