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TEKNIK INFORMATIKA Cakrawala Pendidikan JPK (Jurnal Pendidikan Khusus) JURNAL ECONOMIA BAHASANTODEA JURNAL EMBA : JURNAL RISET EKONOMI, MANAJEMEN, BISNIS DAN AKUNTANSI SPEKTRUM: Jurnal Pendidikan Luar Sekolah (PLS) Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Jurnal Ekonomi : Journal of Economic Jurnal Keperawatan Jiwa (JKJ): Persatuan Perawat Nasional Indonesia Jurnal Pendidikan Indonesia Intiqad: Jurnal Agama dan Pendidikan Islam Jurnal Perpustakaan Pertanian Jurnal Online Mahasiswa (JOM) Bidang Pertanian Jurnal Prima Edukasia Prosiding Seminar Matematika dan Pendidikan Matematik Fakultas Ekonomi PSYMPATHIC Journal of Accounting and Investment Jurnal Ekonomi & Studi Pembangunan Semesta Teknika LEGITIMASI: Jurnal Hukum Pidana dan Politik Hukum Jurnal Pembelajaran Berpikir Matematika Jurnal Pendidikan Agama Islam Edufisika: Jurnal Pendidikan Fisika Jurnal Sains dan Teknologi Pangan Journal of ICSAR Jurnal Manajemen & Supervisi Pendidikan JURNAL KEPEMIMPINAN DAN PENGURUSAN SEKOLAH Kultivasi Jurnal Penelitian dan Pengembangan Pendidikan Luar Biasa Jurnal ORTOPEDAGOGIA Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal Manajemen Inklusi Journal of Disability Studies QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama JOURNAL OF INDUSTRIAL AND MANUFACTURE ENGINEERING International Business and Accounting Research Journal Jurnal Surya Medika Jurnal Ekonomi Pembangunan STIE Muhammadiyah Palopo AKSIOLOGIYA : Jurnal Pengabdian Kepada Masyarakat Jurnal Pilar Nusa Mandiri Syntax Literate: Jurnal Ilmiah Indonesia Ranah: Jurnal Kajian Bahasa Eklektik : Jurnal Pendidikan Ekonomi dan Kewirausahaan Jurnal AUDI IKRA-ITH Teknologi Jurnal Sains dan Teknologi JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Fish Protech PROSIDING SEMINAR NASIONAL AGRIBISNIS Turbulen : Jurnal Teknik Mesin JURNAL HUKUM MEDIA BHAKTI Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan Jurnal Cendekia : Jurnal Pendidikan Matematika Jurnal Basicedu WIDYA LAKSANA Jurnal Ilmiah Sekolah Dasar Lex Librum: Jurnal Ilmu Hukum Jurnal SPORTIF : Jurnal Penelitian Pembelajaran Jurnal Keperawatan Komprehensif (Comprehensive Nursing Journal) Minda Baharu Jurnal Manajemen dan Bisnis Jurnal Literasiologi JISIP: Jurnal Ilmu Sosial dan Pendidikan PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat Al-Ta'lim Jurnal Perawat Indonesia Jurnal Kesehatan Jemasi Jurnal Ekonomi Manajemen dan Akuntansi Borneo Engineering: Jurnal Teknik Sipil Cendekia Journal of Pharmacy KREATIF : Jurnal Ilmiah Prodi Manajemen Universitas Pamulang Medica Hospitalia Kumawula: Jurnal Pengabdian Kepada Masyarakat English Language Teaching Educational Journal Edum Journal Klorofil: Jurnal Penelitian Ilmu-Ilmu Pertanian Jurnal Ilmiah Edunomika (JIE) Jurnal Ilmiah Permas: Jurnal Ilmiah STIKES Kendal PREPOTIF : Jurnal Kesehatan Masyarakat INTEGRITAS : Jurnal Pengabdian JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Ners Agrienvi : Jurnal Ilmu Pertanian Scientia: Jurnal Hasil Penelitian Abdi Kami : Jurnal Pengabdian Kepada Masyarakat Darmabakti : Junal Pengabdian dan Pemberdayaan Masyarakat International Journal of Educational Management and Innovation (IJEMI) Journal of Industrial Engineering & Management Research (JIEMAR) Jurnal Pendidikan Vokasi Otomotif Jurnal Kesehatan Tambusai JOLLT Journal of Languages and Language Teaching ABDI MOESTOPO: Jurnal Pengabdian pada Masyarakat Devotion: Journal of Research and Community Service Khalifa: Journal of Islamic Education Edible : Jedb JURNAL ILMIAH GLOBAL EDUCATION Journal of Tourism Economics and Policy Empiricism Journal Indo-MathEdu Intellectuals Journal Transekonomika : Akuntansi, Bisnis dan Keuangan Sibatik Journal : Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan J-Intech (Journal of Information and Technology) Kode : Jurnal Bahasa Indonesian Journal of Multidisciplinary Science Jurnal Ekonomi dan Bisnis GROWTH (JEBG) JITU (Jurnal Ilmiah Teknik Unida) Jurnal Locus Penelitian dan Pengabdian Jurnal Ilmu Komputer Jurnal Cerdik: Jurnal Pendidikan dan Pengajaran Journal of Scientech Research and Development Journal of Community Service TRANSPUBLIKA INTERNATIONAL RESEARCH IN EXACT SCIENCES (TIRES) Jurnal Basicedu Jurnal Ilmiah Fokus Ekonomi, Manajemen, Bisnis & Akuntansi (EMBA) Jurnal Pengabdian Masyarakat Bhinneka Journal of Innovation and Research in Primary Education Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Borneo Review : Jurnal Lintas Agama dan Budaya International Journal of Contemporary Studies in Education JUSTIFY : Jurnal Sistem Informasi Ibrahimy Sosio Akademika Jurnal Pengabdian Masyarakat Bangsa Indo-Fintech Intellectuals: Journal of Economics and Business Hortatori : Jurnal Pendidikan Bahasa dan Sastra Indonesia Journal of Management, Economic, and Accounting HUPERETES: Jurnal Teologi dan Pendidikan Kristen Jurnal Penelitian dan Pengabdian Masyarakat Journal for Quality in Public Health Neraca: Jurnal Ekonomi, Manajemen dan Akuntansi Metris: Jurnal Sains dan Teknologi PPSDP International Journal of Education Ta'dib Journal Of Artificial Intelligence And Software Engineering Strata Social and Humanities Studies Prosiding Seminar Nasional Rekayasa dan Teknologi (TAU SNAR- TEK) LITERAL: Disability Studies Journal JURNAL EDUAKSI (Jurnal Edukasi dan Penelitian Tindakan Kelas) Jurnal Difusi Ipteks Legowo Jurnal Inovasi Global Jurnal Konatif: Jurnal Ilmiah Pendidikan Digulis: Jurnal Pengabdian Pada Masyarakat Jurnal Pengembangan Teknologi Informasi dan Komunikasi (JUPTIK) Indonesian Journal of Electronics, Electromedical Engineering, and Medical Informatics Economic and Business Horizon EDUCATIONAL: Jurnal Inovasi Pendidikan dan Pengajaran Jurnal Cendekia Ilmiah Jurnal Informatika Medis (J-INFORMED) Jurnal Pendidikan Progresif SCIENTIA JOURNAL : Jurnal Ilmiah Mahasiswa Sriwijaya Foodtech Journal EJESH : Journal Islamic Economics and Social Artha Imperium: Jurnal Pengabdian Kepada Masyarakat Kesmas: Jurnal Kesehatan Masyarakat Nasional (National Public Health Journal) International Journal of Technology and Modeling JIMEKA Educational Leadership: Jurnal Manajemen Pendidikan
Hermanto Hermanto
Magister Akuntansi, Universitas Mataram, Nusa Tenggara Barat
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PENGARUH PERBANDINGAN RUMPUT LAUT (Eucheuma cottonii) DAN IKAN LAYANG (Decapterus spp.) PADA PEMBUATAN KERUPUK TERHADAP UJI ORGANOLEPTIK, FISIK DAN KIMIA KERUPUK Dawista, Karmila; Hermanto, Hermanto; Suwarjoyowirayatno, Suwarjoyowirayatno
Jurnal Fish Protech Vol 2, No 2 (2019): Jurnal Fish Protech Vol. 2 No. 2 Oktober 2019
Publisher : Universitas Halu Oleo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33772/jfp.v2i2.9225

Abstract

ABSTRACT          The aims of this study are to determine the effect of seaweed (Eucheuma cottonii) and mackerel scad fish (Decapterus spp.) ratio for the organoleptic, physical and chemical test of crackers. This study used a Completely Randomized Design (CRD) which four treatments  P1 (FM 20%: S 5%: TF 75%), P2 (FM 15%: S 10%: TF 75%), P3 (FM 10% : S 15% : TF 75%) and P4 (FM 5%: S 20%: TF 75%) with three times replications. Observation data were analyzed using ANOVA (Analysis of Variance) at the level of 95%, if there were significant differences (P> 0.05) then further testing was carried out by DMRT (Duncan Multiple Range Test) at 95% significance level. The result showed that seaweed and mackerel scad meat ratio had a significant effect on sensory values (aroma, taste, and crispness). The best results for the sensory test were found in P1 where the taste and aroma value was 7.8 and 7.7, while the best result for texture, crispness, and appearance are 7.2, 4.3 and 7.3 was found in P4. The chemical test on crackers for protein, water content and crude fibre was 6,97% - 11,50%, 3,80% - 4,96% and 1,81-4,44% respectively. The physical test of the rising volume shows that P4 had the highest value with 92%. Keywords: Crackers, mackerel scad fish (Decapterus spp.), seaweed (E. cottoni), organoleptic test, chemical testABSTRAKTujuan penelitian ini adalah untuk mengetahui pengaruh perbandingan rumput laut (Eucheuma cottonii) dan ikan layang (Decapterus spp.) terhadap uji organoleptik, fisik dan kimia kerupuk. Penelitian ini menggunakan Rancangan Acak Lengkap (RAL) yang terdiri dari empat perlakuan yaitu perlakuan P1(DI 20% : RL 5% : TT 75%), P2 (DI 15% : RL 10% : TT 75%), P3(DI 10% : RL 15% : TT 75%) dan P4(DI 5% : RL 20% : TT 75%) dan ulangan sebanyak tiga kali. Data hasil pengamatan dianalisa menggunakan ANOVA (Analysis of Variance) pada taraf  95%, apabila terdapat beda nyata (P>0,05) maka dilakukan uji lanjut dengan uji DMRT (Duncan Multiple Range Test) pada taraf nyata 95%. Hasil penelitian yang diperoleh menunjukkan pengaruh nyata terhadap nilai sensori yang meliputi aroma, rasa, dan kerenyahan.  Hasil terbaik untuk penilaian sensori terdapat pada perlakuan P1 dimana memiliki nilai rasa 7,8 dan aroma 7,7 sedangkan perlakuan terbaik untuk  tekstur  7,2 dan kerenyahan 4,3 terdapat pada perlakuan P4 dan kenampakkan 7,3,. Hasil penelitian menunjukkan kadar protein 6,97%-11,50 6,97%, kadar air antara 3,80%-4,96% dan kadar serat kasar 1,81%-4,44. Hasil uji fisik volume pengembangan menunjukkan nilai terbaik yaitu perlakuan P4 dengan nilai volume pengembangan 92%.Kata kunci: Eucheuma cottonii, Ikan layang (Decapterus spp), Kerupuk, uji organoleptik, uji kimia
STUDI PENGARUH PENAMBAHAN TEPUNG TAPIOKA YANG BERBEDA TERHADAP SIFAT FISIK DAN ORGANOLEPTIK AMPLANG IKAN BETE-BETE (Leiognathus equulus) Wulandari, Wulandari; Hermanto, Hermanto; Isamu, Kobajashi Togo
Jurnal Fish Protech Vol 1, No 2 (2018): Jurnal Fish Protech
Publisher : Universitas Halu Oleo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33772/jfp.v1i2.4893

Abstract

AbstrakTujuan penelitian adalah untuk mengetahui pengaruh dari tepung tapioka yang berbeda terhadap karakteristik fisik dan organoleptik ikan amplang bete-bete. Penelitian ini menggunakan Rancangan Acak Lengkap (RAL) menggunakan ikan bete-bete dan tepung tapioka (50 g: 90 g), (50 g: 110 g) dan (50 g: 130 g). Perbedaan penambahan tepung tapioka menunjukkan hasil uji organoleptik tidak memiliki penambahan yang signifikan terhadap kenampakan, aroma, dan rasa     (p <0,05) dan memiliki pengaruh yang signifikan terhadap tekstur dan kerenyahan. Hasil uji karakteristik fisik amplang dengan peningkatan volume memiliki nilai paling tinggi pada perlakuan 90 gram adalah 10,86%. Nilai gizi dari amplang ikan ini sesuai dengan standar SNI, dan dapat diterima oleh panelis organoleptik.Kata kunci: ikan bete-bete, tepung tapioka, organoleptik, sifat fisik
UJI SENSORI, FISIK DAN KIMIA KERUPUK IKAN DENGAN PENAMBAHAN KONSENTRASI DAGING IKAN GABUS (Channa striata) YANG BERBEDA Natalia, Tresia; Hermanto, Hermanto; Isamu, Kobajashi Togo
Jurnal Fish Protech Vol 2, No 2 (2019): Jurnal Fish Protech Vol. 2 No. 2 Oktober 2019
Publisher : Universitas Halu Oleo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33772/jfp.v2i2.9227

Abstract

ABSTRACT          The aim of this study was to determine the effect of the addition of Catfish (Channa striata) meat concentration which was different from the parameters observed in sensory tests (appearance, smell, taste, and crispnes), physical test ( volume of development) and chemical tests (water content, ash content, protein content and carbohydrate content) and in crackers. This study uses a Completely Randomized Design (CRD) which consists of three treatments namely treatment A (DG 30%), B (DG 40%) and C (DG 50%) and replications three times. Observation data were analyzed using ANOVA (Analysis of Variance) at the level of 95%, if there were significant differences (P> 0.05) then further testing was carried out with DMRT (Duncan Multiple Range Test) at 95% significance level. The results obtained showed that adding catfish  meat to fish crackers had no significant effect on sensory values which included appearance ,smell, and taste, but sensory crispness had a significant effect The best results for sensory assessment were found in treatment C where the value appearance 7,4, smell, 7,7, taste 7,4 and crispness 4,4 was in treatment A. The physical test results of the development volume show the best value of treatment A with a development volume of 140%. The best treatment for chemical tests was in treatment C with a water content of 10,90 % and protein content of 14,10%. While the best ash content of 2,35% and carbohydrate content of 43,82% in treatment A. Keywords: catfish (Channa striata), crackers, chemical test, physical and sensoryABSTRAKTujuan penelitian ini adalah untuk mengetahui pengaruh penambahan konsentrasi daging ikan gabus (Channa striata) yang berbeda terhadap parameter yang diamati pada uji sensori (kenampakan, bau, rasa dan kerenyahan), uji fisik (volume pengembangan) dan uji kimia (kadar air, kadar abu, kadar protein dan kadar karbohidrat) pada kerupuk ikan. Penelitian ini menggunakan Rancangan Acak Lengkap (RAL) yang terdiri dari  tiga perlakuan yaitu perlakuan A (daging ikan gabus 30%), B (daging ikan gabus 40%) dan C (daging ikan gabus 50%) dan ulangan sebanyak tiga kali. Data hasil pengamatan dianalisa menggunakan ANOVA (Analysis of Variance) pada taraf  95%, apabila terdapat beda nyata (P>0,05) maka dilakukan uji lanjut dengan uji DMRT (Duncan Multiple Range Test) pada taraf nyata 95%. Hasil penelitian yang diperoleh menunjukkan bahwa penambahan daging ikan gabus terhadap kerupuk ikan memberikan pengaruh tidak nyata terhadap nilai sensori yang meliputi kenampakan, bau, dan rasa, tetapi pada sensori kerenyahan memberikan pengaruh nyata. Hasil terbaik untuk penilaian sensori terdapat pada perlakuan C dimana memiliki nilai kenampakan 7,4, bau 7,7, rasa 7,4 sedangkan perlakuan terbaik untuk kerenyahan 4,4 terdapat pada perlakuan A. Perlakuan terbaik pada uji fisik volume pengembangan menunjukkan nilai terbaik yaitu perlakuan A dengan nilai volume pengembangan 140%. Perlakuan terbaik pada uji kimia terdapat pada perlakuan C dengan nilai kadar air 10,90%, kadar protein 14,10%, sedangkan perlakuan terbaik untuk kadar abu 2,35% dan kadar karbohidrat 43,82% terdapat pada perlakuan A. Kata kunci: (Channa striata), Ikan gabus, kerupuk, uji kimia, fisik, dan sensori
UJI FISIK KIMIA DAN SENSORI KERUPUK IKAN TEMBANG (Sardinella sp.) DENGAN SUBTITUSI TEPUNG UBI JALAR PUTIH (Ipomea batatas L.) Sukma, Sukma; Hermanto, Hermanto; Suwarjoyowirayatno, Suwarjoyowirayatno
Jurnal Fish Protech Vol 2, No 2 (2019): Jurnal Fish Protech Vol. 2 No. 2 Oktober 2019
Publisher : Universitas Halu Oleo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33772/jfp.v2i2.9479

Abstract

Physico-chemical and sensory analysis of sardinella (Sardinella sp.) crackers with substitution of white sweet potato (Ipomea batatas L.) ABSTRACT          The aims of this study were to determine the effect of the addition of tembang fish meat (Sardinella sp.) And white potato flour (Ipomea batatas L.) substitution on the chemical and sensory physical tests of tembang fish crackers. This study used a Completely Randomized Design (CRD) consisting of three treatments, namely S1 (DI 25%: 0% TUJ: 75% TT), S2 (DI 25%: 5% TUJ: 70% TT), S3 (DI 25 %: TUJ 10%: TT 65%) and S4 (AT 25%: TUJ 15%: TT 60%) and repeat three times. Data from observations were analyzed using ANOVA (Analysis of  Variance) at a level of 95%, if there is a significant difference (P> 0.05) then a further test was performed with a DMRT (Duncan Multiple Range Test) test at a 95% significance level. The results obtained show a real effect on sensory value which includes appearance, and a very significant effect on sensory value which includes aroma and taste. The best results for sensory assessment were in the S1 treatment which had a taste value of 8.37 and a aroma of 7.82 while the best treatment for a texture of 7.26 and a crispness of 4.42 were found in the S1 treatment and revealed 8.51. The results showed a protein content of 23.75%, a moisture content of 3.78% and a crude fiber content of 5.23%. The results of the physical development volume test showed the best value, namely S1 treatment with a development volume value of 1.49%. Keywords: Crackers, Sardinella fish (Sardinella sp.), Ipomea batatas L, physical test, chemical test and sensory testABSTRAKTujuan penelitian ini adalah untuk mengetahui pengaruh penambahan daging ikan tembang (Sardinella sp.) dan subtitusi tepung ubi jalar putih  (Ipomea batatas L.) terhadap uji fisik kimia dan sensori kerupuk ikan tembang. Penelitian ini menggunakan Rancangan Acak Lengkap (RAL) yang terdiri dari  tiga perlakuan yaitu perlakuan S1(DI 25% : TUJ 0% : TT 75%), S2 (DI 25% : TUJ 5% : TT 70%), S3(DI 25% : TUJ 10% : TT 65%) dan S4(DI 25% : TUJ 15% : TT 60%) dan ulangan sebanyak tiga kali. Data hasil pengamatan dianalisa menggunakan ANOVA (Analysis of Variance) pada taraf  95%, apabila terdapat beda nyata (P>0,05) maka dilakukan uji lanjut dengan uji DMRT (Duncan Multiple Range Test) pada taraf nyata 95%. Hasil penelitian yang diperoleh menunjukkan pengaruh nyata terhadap nilai sensori yang meliputi kenampakan, dan pengaruh sangat nyata terhadap nilai sensori yang meliputi aroma dan rasa. Hasil terbaik untuk penilaian sensori terdapat pada perlakuan S1 dimana memiliki nilai rasa 8,37 dan aroma 7,82 sedangkan perlakuan terbaik untuk  tekstur  7,26 dan kerenyahan 4,42 terdapat pada perlakuan S1 dan kenampakkan 8,51. Hasil penelitian menunjukkan kadar protein tertinggi 23,75%, kadar air tertinggi 3,78% dan kadar serat kasar tertinggi 5,23%. Hasil uji fisik volume pengembangan menunjukkan nilai terbaik yaitu perlakuan S1 dengan nilai volume pengembangan 1,49%.Kata kunci: Kerupuk, ikan tembang (Sardinella sp.), Ipomea batatas L, uji fisik, uji kimia dan uji sensori
PENGARUH MANAJEMEN LABA TERHADAP AGRESIVITAS PAJAK DENGAN GOOD CORPORATE GOVERNANCE DAN KEBIJAKAN DIVIDEN SEBAGAI VARIABEL PEMODERASI Feryansyah, Feryansyah; Handajani, Lilik; Hermanto, Hermanto
Jurnal EMBA : Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi Vol 8, No 4 (2020): JE VOL 8 NO 4 (2020)
Publisher : Universitas Sam Ratulangi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1183.545 KB) | DOI: 10.35794/emba.v8i4.30601

Abstract

Abstrak: Penelitian ini bertujuan untuk mengetahui pengaruh manajemen laba terhadap agresivitas pajak dengan good corporate governance dan kebijakan dividen sebagai variabel pemoderasi. Jenis penelitian ini adalah penelitian asosiatif kuantitatif dengan hubungan kausal, dilakukan pada perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia selama periode 2015-2019. Teknik pengambilan sampel pada penelitian ini menggunakan nonprobability sampling dengan metode purposive sampling. Teknik analisis data yang digunakan adalah partial least square (PLS) dengan aplikasi smartPLS 3.0. Hasil penelitian ini membuktikan bahwa manajemen laba berpengaruh positif terhadap agresivitas pajak, GCG tidak memperlemah hubungan pengaruh manajemen laba terhadap agresivitas pajak, kebijakan dividen tidak memperkuat hubungan pengaruh manajemen laba terhadap agresivitas pajak dan karakteristik perusahaan yang diukur dengan profitabilitas berpengaruh negatif terhadap agresivitas pajak. Kata Kunci :        Agresivitas Pajak, Manajemen Laba, Good Corporate Governance, Kebijakan Dividen, Profitabilitas
Prediction of Employee Attendance Factors Using C4.5 Algorithm, Random Tree, Random Forest Fahlapi, Riza; Hermanto, Hermanto; Kuntoro, Antonius Yadi; Effendi, Lasman; Nitra, Ridatu Oca; Nurlela, Siti
Semesta Teknika Vol 23, No 1 (2020): MEI 2020
Publisher : Semesta Teknika

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Research on the performance of workers based on the determination of standard working hours for absences conducted by workers in a certain period. In disciplinary supervision, workers are expected to be able to provide the best performance in the implementation of work in accordance with predetermined working hours. The measurement of the level of discipline of admission hours for placement workers is carried out every working day, continuously and continuously. Attendance monitoring already uses online attendance by using data downloaded from the online attendance provider as the main data. In addition, data collection is done by filtering employee absentee data and supporting information on the categories that cause mismatches in meeting work schedules. Mobilization of workers according to location and working hours has been regulated in company regulations allowing the placement of workers in accordance with the residence so as not to affect the desired work results the company is still within reasonable limits and can be increased. The assessment of this study as a progression factor inhibiting the company in achieving company targets. From the results of the author's analysis of the prediction of employee delay factors using three algorithms, namely the C.45 algorithm accuracy = 79.37% and AUC value = 0.646, Random Forest Algorithm accuracy = 78.58% and AUC value = 0.807 while for the Random Tree algorithm accuracy = 76.26% and the AUC value = 0.610.
Classification of Student Majors with C4.5 and Naive Bayes Algorithms (Case Study: SMAN 2 Bekasi City) Kuntoro, Antonius Yadi; Hermanto, Hermanto; Asra, Taufik; Syukmana, Ferry; Wahono, Hermanto
Semesta Teknika Vol 23, No 1 (2020): MEI 2020
Publisher : Semesta Teknika

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

School majors conducted in high school are based on interests and these have a goal to provide opportunities for learners to develop the competence of attitudes, skills competence of learners in accordance with interests, talents, and academic ability in a group of scientific subjects.In this research, the researcher uses two algorithm models that is a comparison between the C4.5 algorithm and also the Naive Bayes algorithm. In this study, the data used is the results of school entrance test data and also the data from psychological results for students who have been declared passed the entrance test school SMAN 2 Bekasi City academic year 2018/2019. By comparison of two data mining classification algorithm, can be proved with accuracy result and AUC value from each algorithm that is for Naive Bayes accuracy = 76,43% and AUC value = 0,846, while for algorithm C4.5 accuracy = 70,29% and AUC value = 0.738.
Perbandingan Uji Likelihood Ratio Dan Uji F Asymtotik Pada Regresi Linier Hermanto, Hermanto; Somayasa, Wayan; Pimpi, La
Jurnal Pembelajaran Berpikir Matematika (Journal of Mathematics Thinking Learning) Vol 5, No 2 (2020)
Publisher : Universitas Halu Oleo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33772/jpbm.v5i2.15032

Abstract

Abstrak: Analisis regresi adalah studi mengenai ketergantungan satu variabel terikat dengan satu atau lebih variabel bebas, dengan tujuan mengestimasi dan memprediksi rata-rata populasi atau nilai rata-rata variabel terikat berdasarkan nilai variabel bebas yang diketahui. Terdapat berbagai uji hipotesis yang dapat digunakan untuk menentukan model yang cocok untuk untuk mengetahui hubungan antar variabel tidak bebas dengan satu atau lebih variabel bebas, di antarannya adalah uji likelihood ratio dan uji F asimtotik. Uji hipotesis menggunakan uji likelihood ratio, dimana merupakan salah satu uji yang berhubungan langsung dengan penduga maksimum likelihood, yang model distribusi dari populasinya mengikuti model distribusi dengan pdf tertentu dimana diasumsikan normal dibandingkan dengan uji hipotesis menggunakan uji F asymtotik, yang merupakan uji di mana perosedur inferensi secara asimtotik tidak membutuhkan asumsi distribusi dari observasinya. uji hipotesis baik uji likelihood ratio dan uji F asymtotik pada analisis regresi menghasilkan bentuk model yang sama.Kata Kunci: Analisis Regresi, Uji Likelihood ratio, Uji F AsymtotikAbstract: Regression analysis is a study of the dependence of one dependent variable with one or more independent variables, with the aim of estimating and predicting the population mean or average value of the dependent variable based on the known value of the independent variable. There are various hypothesis tests that can be used to determine a suitable model to determine the relationship between dependent variables and one or more independent variables, including the likelihood ratio test and the asymptotic F test. Hypothesis testing uses the likelihood ratio test, which is one of the tests that is directly related to the maximum likelihood estimator, where the distribution model of the population follows a distribution model with a particular pdf which is assumed to be normal compared to the hypothesis test using the asymptotic F test, which is a test in which the inference procedure asymptotically it does not require assuming the distribution of the observations. Hypothesis test both likelihood ratio test and asymptotic F test in regression analysis produces the same model.Key words: Regression Analysis, likelihood ratio test, asymptotic F test.
UJI ORGANOLEPTIK DAN KANDUNGAN GIZI BOLU KUKUS DENGAN SUBSTITUSI TEPUNG BIJI NANGKA (Artocarpus heterophyllus) DAN PENAMBAHAN BUBUR BUAH NAGA MERAH (Hylocereus polyrhizus (Web.) Britton & Rose) SEBAGAI PEWARNA ALAMI Halmina, Halmina; Karimuna, La; Hermanto, Hermanto
Jurnal Sains dan Teknologi Pangan Vol 5, No 4 (2020): Jurnal Sains dan Teknologi Pangan
Publisher : JURUSAN ILMU DAN TEKNOLOGI PANGAN, UNIVERSITAS HALU OLEO

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (586.463 KB) | DOI: 10.33772/jstp.v5i4.14518

Abstract

ABSTRACTThe aim of this research was to study the interaction effect between jackfruit seed flour substitution and red dragon fruit addition to the organoleptic assessment and nutrient content of steamed sponge cake. This study consisted of two factors and used a completely randomized design with the treatment combination of jackfruit seed flour substitution and red dragon fruit addition. The first factor was the substitution of jackfruit seed flour in wheat flour with the variation of 0%: 100% (T1), 40%: 60% (T2), and 60%: 40% (T3). The second factor is the addition of red dragon fruit with the variation of 0% (B0), 20% (B1), and 30% (B2). The observed variables were organoleptic tests and nutrient content. Furthermore, the collected data were analyzed using Analyzes of Variances (ANOVA). The results showed that the organoleptic assessment chosen by the panelists was found in the substitution of 40% jackfruit seed flour and addition of 30% red dragon fruit with the score of color 4.40 (likes), aroma 4.16 (likes), texture 4.26 (likes ) and taste 4.36 (likes). The results of nutrient content were moisture content 27.84 (%), ash content 1.49 (%), protein content 4.67 (%), fat content 23.68 (%), and carbohydrate content 42.32 (%). This result showed that steamed sponge cake with the substitution of jackfruit seed flour with the addition of red dragon fruit is preferred and accepted by the panelists.Keywords: Steamed sponge cake, jackfruit seed flour, red dragon fruit, flour..ABSTRAKPenelitian ini bertujuan untuk mempelajari pengaruh interaksi antara substitusi tepung biji nangka dengan penambahan buah naga merah terhadap penilaian organoleptik dan kandungan gizi kue bolu kukus. Penelitian ini terdiri atas dua faktor dan menggunakan Rancangan Acak Lengkap dengan menggunakan kombinasi perlakuan substitusi tepung biji nangka dan penambahan buah naga merah. Faktor pertama adalah substitusi tepung biji nangka pada tepung terigu dengan taraf 0% : 100% (T1), 40% : 60% (T2), dan 60% : 40% (T3). Faktor kedua adalah penambahan buah naga merah dengan taraf, yakni 0% (B0), 20% (B1), dan 30% (B2). Variabel pengamatan yang dilakukan adalah uji organoleptik dan kandungan gizi. Selanjutnya, data yang diperoleh dianalisis menggunakan Analyses of Variances (ANOVA). Hasil penelitian menunjukan bahwa penilaian organoleptik terpilih oleh panelis terdapat pada substitusi tepung biji nangka 40% dengan penambahan buah naga merah 30% dengan skor penilaian terhadap warna 4,40 (suka), aroma 4,16 (suka), tekstur 4,26 (suka), rasa 4,36 (suka). Nilai kandungan gizi meliputi kadar air 27,84 (%), kadar abu 1,49 (%), kadar protein 4,67 (%), kadar lemak 23,68 (%), dan kadar karbohidrat 42,32 (%). Hal ini menunjukan bahwa kue bolu kukus dengan substitusi tepung biji nangka dengan penambahan buah naga merah disukai dan diterima oleh panelis.Kata kunci: Kue bolu kukus, tepung biji nangka, buah naga merah, tepung terigu.
PENGARUH SUBSTITUSI BAYAM (Amaranthus) TERHADAP PENILAIAN ORGANOLEPTIK, KADAR PROVITAMIN A DAN ZAT BESI (FE) BISKUIT UBI JALAR KUNING (Ipomoea Batatas L.) Sari, Fenny Mustina; Hermanto, Hermanto; Faradilla, RH Fitri
Jurnal Sains dan Teknologi Pangan Vol 5, No 4 (2020): Jurnal Sains dan Teknologi Pangan
Publisher : JURUSAN ILMU DAN TEKNOLOGI PANGAN, UNIVERSITAS HALU OLEO

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (594.254 KB) | DOI: 10.33772/jstp.v5i4.14530

Abstract

ABSTRACTThis study aimed to determine the effect of spinach substitution on organoleptic assessment, levels of provitamin A and iron (Fe) of yellow sweet potato biscuits. This study used a completely randomized design (CRD), with five treatments (yellow sweet potato:wheat flour:spinach) = 0:100:0 (B0), 25:75:0 (B1), 25:70:5 (B2), 25:65:10 (B3), 25:60:15 (B4). Each treatment was repeated three times so that there were 15 experimental units. Data were analyzed using Analysis of Variance and continued with Duncan's Multiple Range Test (DMRT) at the 95% confidence level (α = 0.05). The substitution of spinach in yellow sweet potato biscuits shows a very significant effect on the organoleptic assessment of color, aroma, taste, texture, and overall parameters. The results show that the B3 sample was the most preferred product with scores of color, aroma, taste, texture, and overall reached 4.59 (very like), 4.68 (very like), 4.82 (very like), 4.66. (very like), and 4.68 (very like), respectively. Chemical analysis of the selected treatments shows the levels of vitamin A (β-carotene) of 155.75 μg/100g while the iron (Fe) content was 0.36 mg/100g. The results show that the yellow sweet potato and spinach biscuit products have the nutritional value that met the national standard and, based on the results of the organoleptic assessment, the product was accepted (liked) by the panelists.Keywords: Biscuits, Yellow Sweet Potatoes, SpinachABSTRAKPenelitian ini bertujuan untuk mengetahui pengaruh substitusi bayam terhadap penilaian organoleptik, kadar provitamin A dan zat besi (Fe) biskuit ubi jalar kuning. Penelitian ini menggunakan Rancangan Acak Lengkap (RAL), dengan 5 perlakuan (ubi jalar kuning : tepung terigu: bayam) = 0 : 100 : 0 (B0), 25 : 75 : 0 (B1), 25 : 70 : 5 (B2), 25 : 65 : 10 (B3), 25 : 60 : 15(B4). Setiap perlakuan diulang sebanyak 3 kali sehingga diperoleh 15 unit percobaan. Data dianalisis menggunakan Analisis ragam (Analysis of Varian) dan dilanjutkan dengan uji Duncan’s Multiple Range Test (DMRT) pada taraf kepercayaan 95% (α=0,05). Substitusi bayam pada biskuit ubi jalar kuning menunjukkan hasil sangat berpengaruh nyata pada penilaian organoleptik parameter warna, aroma, rasa, tekstrur, dan keseluruhan (Overall). Hasil penelitian menunjukkan bahwa sampel B3 merupakan perlakuan terpilih dan produk yang paling disukai dengan skor penilaian kesukaan terhadap warna 4,59 (sangat suka), aroma 4,68 (sangat suka), rasa 4,82 (sangat suka), tekstur 4,66 (sangat suka) dan keseluruhan (Overall) 4,68 (sangat suka). Analisis kimia perlakuan terpilih yaitu Kadar vitamin A (β-karoten) 155,75 μg/100g, Kandungan zat besi (Fe) 0,36 mg/100g. Berdasarkan hasil penelitian maka produk biskuit ubi jalar kuning dan bayam memiliki nilai gizi sesuai Standar Nasional Indonesia (SNI) dan berdasarkan hasil penilaian organoleptik dapat diterima (disukai) oleh panelis.Kata kunci: Biskuit, Ubi Jalar Kuning, Bayam.
Co-Authors A.A. Ketut Agung Cahyawan W ABDU RAHMAN BACO, ABDU RAHMAN Abdul Haris ABDUS SAMAD Abidin, Nur Achmad Noerkhaerin Putra Adam Adam Ade Agung Kurniawan Ade Hermawan Aditya Ahmad Fauzi Aditya Saputra Ady Dharma, Dwitya Sobat Afiyat, Nur Agung Yatiningrum, Agung Agus Supriyadi Agus Wijaya Agusdin Agustin, Thesia Anggraini Agustina, Syintia Dwi Ahmad Homaidi Ahmad Kamsyakawuni Ainnayah Poetri Zaika, Al Ajir Muzakki, Muhammad Akhmad Saufi Alfiah, Syarihah Alief Muhammad Alpandi, Alpandi Alya, Zulaiha Zahra Amalia, Wa Ode Sari Amaluddin, Roni Amaludin, Roni Amanda, Ikko Putri Amani, Tatik Amin Amin Amin Husni Amris, Alda Anak Agung Istri Sri Wiadnyani Ananda, Rudi Andi Wapa Andika Triansyah Andilah, Sultan Andriyani, Francisca Lisa Andriyani, Rizki Angga Damayanto Angri, Evi Yuningsih Animah Animah Aningrum, Rizki Anne Nuraini Annisa, Wa Ode Siti Nur Anny Yanuriati Ansharullah ansharullah Antonius Yadi Kuntoro Aos Aos Apriansyah, Roky Arafat, Yasir Ardana Putra, I Nym Nugraha Arfin, Arfin Arief Kurniawan Aries Suprapto, Hugo Ariesty Fujiastuti Arinta Puspita Wati, Arinta Puspita Aris Rinandy, Alditya Arita Marini Aryanti, Rahmi Asep Supena. Aspan, Hamida Assani', Saffana Assani, Saffana Awaludin, Dandy Prasetyo Ayu, Dita Puspita Ayu, Melani K Ayunir, Maysuci Azizah, Syifa Baco, H. Abdu Rahman Bandono, Bayu Banjarnahor, Banjarnahor Basri, Nur Waqiyah bayu pamungkas Berutu, Ratna Susiani Burhan Nurgiyantoro Cabatay, Mulina Cabatay, Mulina M. Cabatay, Mulina Madlangbayan Carel Hot Asi Siburian Chandra Kartika, Chandra Chandra, Riko Chohan, Fullysa Christy, Evie Corrina, Fatti DAFIT AFIANTO Dani Hari Tunggal Prasetiyo Daniel Daniel Darwanto Darwanto Dawista, Karmila Dedi Haryanto Destriani, Elsa Devie, Leliya Nanda Tiyas Sinta Dewanti, Dinda Rachma Dewi Saraswati, Dewi Dewinta, Agnes Dian Prawibawa, Dian Didin Widyartono Dimyati, Khusnul Khotimah Hamim Dison, Ronal Djoko Sutrisno Djoko Wahyudi Djunaidi Djunaidi Dwi Budi Santoso Dwi Vidyastutik, Elok Effendi, RY. Eka Lidiasari Eko Adi Prasetya, Yenky Elah Nurlaelah Elfitria Wiratmani Elmas, Mohammad Syarif H Elvina Elvina Elyarni, Reca Endi, Yohanes Enri Auni, Azrul Kiromil Erni Suminar Ernisa Purwandari Erwin Akib Evatalenta, Maria Fabiola, Novel Fahlapi, Riza Fajriyanto Fajriyanto Fathoni, Anang Fatin Hamamah Febriyanto, David Ferry Syukmana Feryansyah, Feryansyah Fikriyya, Nabela Fiky Yulianto Wicaksono Fithriawan Nugroho fitria ningsih Fitrie, Rahmad Frutos, Roger Gatot Priyanto Gatot Priyanto Ghazali, Zainab Al Gibraltar, Muhammad Rais Hadi putra, Irvan Hafidz Yusuf, Muhammad Hafidz, Hafidz Yusuf Hairudin, Abdul Halil, Azwar Halmina, Halmina Hamente, Darwin Hamidah, Salisatul Hamsin, La Hamzah, Hidayat Eka Putra Hardiyanta, Rendra Ananta Prima Hari Santoso Harlia, Harlia Harliana Harliana Haryanto Haryanto Hasmira Said, Hasmiras Said Hastuti, Dewi Wisudyanti Budi Hayati, Wa Ode Rosmila Hedy Hardiana Helmi Helmi Hendi, Ade Hendriks, Pieter Herawati, Titiek Heriasman, Heriasman Herman, F. Herman, La Ode Hery Widijanto Hexanto Muhartomo, Hexanto Hidayah, Sri Himawan, Riswanda Hulu, Franciskus Faa Duhu I Gusti Bagus Wiksuana I Ketut Suada Ibnu Syamsi Ichsan, Onne Akbar Nur Idhayani, Nurul Ihsan Septian, Firdaus Iin Inawati Iin Maulina Ika Wulandari Ikhsan, Dawamul Ikhwan, M. Indah Permata Sari Indi Djastuti Indri Hapsari Indriani, Widya Intan Puspita, Intan Iqomh, Muhammad Khabib Burhanuddin Irmayanti, Wa Ode Irna Safitri Irvan, M. Irwan Adhi Prasetya, Irwan Adhi Isamu, Kobajashi Togo Ishartiwi Ishartiwi Iskandar Husin, Iskandar Ismail Ismail Jamil, Alfan Jauharu, Afifah Latip Rasyid Josef, Hari Kusnanto Jumadin ., Jumadin Jusniati, Jusniati Kamaluddin, Husni Kamdan kamil mustafa, kamil Karim Amirullah, Ahmad Fatoni Karyawati, Efrilia Katmini, Katmini Kiki Yuliati King, Martin Luther Koila, Wa Ode Nurul Maulidya Komalasari, Mahilda Dea Kristin Rosela, Kristin Kurnia Tahki Kurnia, Adinda Kurniawan, Ade Agung Kusmiyani, Okmina Tri Kusno Kusno L, Mariani La Karimuna La Ndibo, Yaman La Rianda Laibu, Hartina Laksono, Judo Lasman Effendi Lasmita, Lasmita Lasran, Lasran Lestari, Mawadda Sri Lidimilah, Lukman Fakih Lilianti, Lilianti Lilik Handajani Liustiawati, Liustiawati Livana Ph, Livana Lucia Kharisma, Ivana LUKMAN, LUKMAN M.Ajir Muzakki Mahfud Mahfud Manurung, Lengsi Marfi Ario Marna, Marna Martina, Putu Wawan Marwah, Hana Shafa Maryani, Cik Masduki, Ahmad Zaenal Masna Masna, Masna Masrukin Masrukin Maulana, Dhimas Abdu Mbawala, Julius Jonas Mery Noviyanti Merynda Indriyani Syafutri Miftahul Hasanah, Vonni Miftahul Hasanah Mila Karmila Moch Sukardjo Mochammad Imron Awalludin Mohamad Muspawi Mohamad Syarif Sumantri Muhammad Amrullah Pagala Muhammad Faqih Muhammad Iqbal Aidil Fitri YR Muhammad Japar Muhammad Machmud Muhammad Suri, Riko Muhammad Turhan Yani Muhammad Yunus Muhinghar, Muninghar Mujiati Mujiati Mukhlis Mukhlis Muliana, Muliana Murdiyani, Kenanga Kusuma Murniati, Nely Murniati, Wa Ode Muslih Muslih MUSLIH, Robet mutakabbir, Al Muzakkar, Muhammad Zakir N. Nurjanah Na?im, Ainun Nadila Putri, Loly Natalia, Tresia Natasya, Angelin Ngatimun Ngatimun Nikodemus, Nikodemus Ningsih, Endang Kusdiah Nitra, Ridatu Oca Nourma Ulva Kumala Devi Novi Ismiasih Novi Utami Nuning Vita Hidayati Nur Ali Nur Asyik, Nur Nur Aziz, Muhammad Nur Azizah Nura Malahayati Nurajijah, Nurajijah Nurbiah, Nurbiah Nurdayati Praptiningrum, Nurdayati Nurhadia, Siti Nurjanah, Ana Nurlin Nurlin, Nurlin Nurlita, Nurlita Nurmufida, Annisa Nursalam Nursalam Nurtanio Agus Purwanto Nuryati, Istiyani Nurzaima, Nurzaima Ode Zuit, Wa Ode Oktavia, Nadya Ongga, Sarfin Pahenra, Pahenra Pamungkas, *Bayu Parwansyah, Parwansyah Parwiyanti Parwiyanti, Parwiyanti Pascawati, Nur Alvira Payung Tasik, Nita Zaman Pimpi, La Pogadaev, Victor A. Prakoso, Ilham Eko Pranata, Boby Prasetya , Irwan Adhi Prasetyo, Ahmad Fajar Pratama, Ihsan Putra Pratama, Kukuh Wahyudin Pujan, Pujan Pujaningsih Pujaningsih Pungkisiwi, Yunia Purnawan Purnawan Purwaningsih, Wida Purwanti, Agustina Purwati Zisca Diana, Purwati Zisca Purwono Purwono, Purwono Puspita, Wita Ratna Putra, Muhammad Juliansyah Rachman, Dinda Septia Rahajeng, Yekti Raharja, Ferry Cahya Rahayu Rahayu Rahayu, Pipit Sri Estuning Rahmad Firdaus Rahmat Ilyas, Rahmat Rahmawati, Hana Nur Ramadhan, Muhamad Hendry Irawan Ramadhanty, Evila Ramanda, Febri Rani, Wa Ratana, Chandani Ratri Isharyadi, Ratri Redjeki, Finny RH. Fitri Faradilla Ridatu Ocanitra Rifa, Muhammad Rizqi Rini Apriliani Ririn Ririn Riska Novia Sari, Riska Novia Risman, Ahmad Risnajayanti, Risnajayanti Riviani Riviani, Riviani Riwal, Riwal Rizqy, Miftahur Rochmat Wahab Rohadin Rohadin Rohmiati, Rohmiati Romadlon, Muhammad Dafiq Romly, Moh Zaini Rosa, Eifrel Rosidah, Umi Rowiyah, Siti RR. Ella Evrita Hestiandari Ruhama, Ufi Rumaisa, Dewi Rumbiwati, Rumbiwati Rusli, Solfian Rusyaid, Rusyaid Sabiti, Farroh Bintang Sadimantara, Muhammad Syukri sadimantara, muhammad syukri Safriatna, Safriatna Said Afriaris Saiful Rahman Saikhu, Ali Sakti, Dwi Putra Buana Salma, Siti Salman, Slamet Aprianto Salmin, Nur Salustiano, Salustiano Sandra Jamu Kuryanti Santoso, Fandi Ahmad Saphira, Aprilia Saputra, Andhika Saputra, Dede Saputra, Dedi Dwi Sari Rudiyati Sari, Atika Defita Sari, Fenny Mustina Sari, Rani Yuspita Sari, Yuliani Budi Permata Sartian, Sartian Sasmara, Minche Septian Mugi Rahayu, Septian Mugi Septianingsih, Desi Sherendita, Nabila Sidik Praptomo Sihombi, Oryana Silalahi, Dian Mitra D. Singgih Pamuji, Febri Sintya, Tira Fitria Astrid Dhica Sirait, Darwin Sisca Rahmadonna Siti Nur Khasanah siti nurlela Siti Salamah Soeleman, M Solihati, Iis Sri Cahyani, Sri Sri Rejeki Sri Rejeki Sri Wahyuni Srywahyuni, Srywahyuni Sugito - Suhardi Suhardi Suhardi Suhardi Sujarwo Sujarwo Sujatmiko, Wandi Sukma, Sukma Sukmarini, Mita Akbar Sukmawati, Alfiani SULTAN, ZULKIFLI Sumini Sumini, Sumini Suparno Suparno suri, riko muhammmad Suryawan Murtiadi, Suryawan Suryawati, Herlina Suseno Amien Suwaji Suwaji Suwarjoyowirayatno, Suwarjoyowirayatno Suwarlis, Suwarlis Suyono Suyono Syafutri, Merynda Indriayani Syah Rasad, Syah Syaiful, Friska Syariful Mubarok T, Meriyadi Tamani, La Ode Tamrin Tamrin Tanwirul Fikri , Muhammad Taqiyah, Dewi Barotut Taufik Asra Taufiq R, Muhammad Taufiqur Rohman Tedy Herlambang, Tedy Telabah, I Wayan Suardana TITIEK HERWANTI, TITIEK Titik Musriati Tjahjadi, Effendi Tjong Wan Sen Tri Baskoro Satoto, Tri Baskoro Tri Nova Hasti Yunianta Triana Arisdiani, Triana Triwardani Widowati Udin Latif Ullifannuri, Ullifannuri Unik Ambarwati Usman Usman Usman Usman Uswatun Hasanah Utama, Annisa Dwi Utami, Dety Rinja Utary, Dewi vegirawati, titin Vermeer, Sophie Vivianti Wahab, Djukrana wahab, djukrna Wahono, Hermanto Wahyudi, Restu Wardana, Bendra Wardini, Amalia Kusuma Wawan Wawan Wayan Somayasa Welly, Welly Widiastuti, Iin Widiastuty, Maria Immaculata Widjiati Widjiati, Widjiati Wijayanti, Dedi Wilda, Robiatul Witari Winarjo, Winarjo Wirandhika, Ashila Elvaretta Wiratmani, Elfitra Wiyarsih, Nani Wulandari Wulandari Wulandari, Mira Y. Titik Haryati, Y. Titik Yana, Novi yanti, Lilma Yanti, Vivi Yosefri Yanuariati, Anny Yanuriati, Anny Yolviansyah, Fauziah Yujing, Li Yuniarti Yuniarti Yuningsih Angri, Evi Alva Yurdiansyah, Didit Yuza Mahendra, Deni ZAIMUDDIN, AHMAD Zarnila, Zarnila Zubairi, Ach. Zuhriyah, Aminatuz Zulfikar, Dian