IMPLEMENTASI ALGORITMA BACKPROPAGATION UNTUK MEMPREDIKSI JUMLAH JIWA TERDAMPAK BANJIR DI DKI JAKARTA
(Mira Kartika, Ade Kemal Sekarwati)
DOI : 10.26623/jprt.v18i2.7082
- Volume: 6,
Issue: 2,
Sitasi : 0 25-Nov-2022
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| Last.09-Jul-2025
Abstrak:
Floods are natural disasters that often occur in the DKI Jakarta area. DKI Jakarta government needs to anticipate the impact of the flood disaster by estimating the number of people affected by the flood. The number of people affected by floods that are uncertain every month can be predicted for the future. There are many ways that can be predict the number of people affected by floods, one of them is artificial neural network method. One of learning algorithms in artificial neural networks is backpropagation algorithm. This research applies an artificial neural network method with backpropagation algorithm to predict the number of people affected by floods in DKI Jakarta. In this research, training process was carried out 100 times on each network architecture (12-10-1, 12-12-1, 12-14-1) with several parameters such as epoch, momentum constant, and learning rate. The best results in the training process are carried out to testing process to test the network. In the testing process, the best results are 12-10-1 architecture with an accuracy rate 98.704%. Based on these results, it can be said that this network can predict well and can be implemented for forecasting the number of people affected by floods in DKI Jakarta.
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2022 |
RANCANG BANGUN APLIKASI MOBILE PENDETEKSI POTENSI KANKER PAYUDARA STADIUM AWAL DENGAN METODE SISTEM PAKAR
(Ashri Dinimaharawati, Fadly Aditya Putra, Budhi Irawan, Labibah Anastuzahra Permanasari, Rosita Herdianty Putri)
DOI : 10.51903/juritek.v2i3.591
- Volume: 2,
Issue: 3,
Sitasi : 0 23-Nov-2022
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| Last.23-Jul-2025
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Kanker payudara merupakan penyebab utama kematian yang pada umumnya terjadi pada wanita. Kanker payudara merupakan kanker yang paling banyak di derita masyarakat Indonesia sekaligus kanker yang paling banyak mengakibatkan kematian. Kasus-kasus baru kanker payudara 70% didominasi dengan kanker payudara yang sudah pada stadium lanjut. Metode Variable-Centered Intelligent Rule System (VCIRS) merupakan sistem pakar yang digunakan pada penelitian ini dalam pendeteksi gejala awal kanker payudara. Berdasarkan hasil yang telah diperoleh, aplikasi mobile dirancang untuk digunakan sebagai prediksi penyakit kanker payudara dengan stadium awal. Aplikasi tersebut melakukan pemindaian atau melakukan input mammografi dengan fitur image processing dan perhitungan sistem pakar sesuai dengan jawaban pengguna berdasarkan gejala yang timbul. Berdasarkan pengujian accuracy, precision, dan recall pada sistem pakar memperoleh hasil 100%. Sedangkan berdasarkan uji alpha, semua fitur dapat berjalan dengan baik.
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2022 |
Program Beasiswa Prasejahtera Berprestasi (BEST) oleh Tim CSR PT Semen Indonesia (Persero) Tbk. Pabrik Tuban
(Fafilatul Laila, Dina Rachmawati, Friska Lestari S, Date Suwangsa J.A, Aisyah Dewi Pratiwi)
DOI : 10.51903/education.v2i3.276
- Volume: 2,
Issue: 3,
Sitasi : 0 22-Nov-2022
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| Last.23-Jul-2025
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Perusahaan dituntut untuk mampu melakukan pemberdayaan terhadap masyarakat melalui pelaksanaan tanggung jawab sosial perusahaan. PT Semen Indonesia sebagai salah satu perusahaan BUMN besar dan telah mempunyai nama di dunia internasional mempunyai banyak sekali kegiatan dan program CSR, salah satu program yang dimiliki perusahaan ini dan berfokus pada peningkatan kualitas pendidikan masyarakat sekitar perusahaan yakni program beasiswa yang dinamakan BEST (Beasiswa BEST PT Semen Indonesia). Pelaksanaan program CSR juga perlu terus dipantau agar membuahkan hasil dan dapat mencapai tujuan program dan perusahaan. Penelitian ini bertujuan untuk mengeksplorasi pelaksanaan program CSR BEST yang digagas oleh Tim CSR PT Semen Indonesia (Persero) Tbk. Pabrik Tuban untuk masyarakat di Tuban. Penelitian ini menggunakan metode kualitatif dan jenis penelitian yang digunakan adalah deskriptif dan metode studi kasus dengan teknik pengumpulan data melalui FGD. Hasil penelitian menunjukkan bahwa program CSR yang dilakukan oleh PT Semen Indonesia (Persero) Tbk. Pabrik Tuban telah berkontribusi dalam mengembangkan pendidikan di perguruan tinggi, khususnya bagi pelajar di daerah Tuban. Adapun analisis dilakukan dengan menguraikan pelaksanaan program BEST yaitu dimulai dari proses perencanaan, mendefinisikan, serta mengevaluasi pelaksanaan program.
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2022 |
PENGARUH PENGENDALIAN INTERNAL COSO TERHADAP KEBERLANGSUNGAN LEMBAGA PERKREDITAN DESA (LPD)
(Ni Kadek Irdian Apri Ani, Sagung Oka Pradnyawati, Ni Luh Putu Widhiastuti, Kadek Indah Kusuma Dewi, Ni Kadek Mita Lestari)
DOI : 10.51903/dinamika.v2i2.219
- Volume: 2,
Issue: 2,
Sitasi : 0 22-Nov-2022
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| Last.23-Jul-2025
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Internal control according to the Committee of Sponsoring Organizations of The Treadway Commission (COSO) in 1992 can be used to establish effective internal controls in an organization including for sustainability Village Credit Intitution (LPD). The object of this research is the city of Denpasar. The stages of the research begin with the identification of issues, collection of theories and hypotheses, observation of the population and samples, data collection, testing phase, analysis and reporting of results. Moderated Regression Analysis and qualitative descriptive analysis were used as analytical tools in this study. The results show that COSO-based internal control has a positive impact on the sustainability of the LPD.
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2022 |
Children's Character Education Through Various Learning Media In RA Normal Islamic Rakha
(Hikmaturuwaida, Husin, Wati, Abdul Rashid bin Abdul Aziz)
DOI : 10.55606/iceb.v1i1.160
- Volume: 1,
Issue: 1,
Sitasi : 0 22-Nov-2022
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| Last.19-Aug-2025
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Early age is a golden age which is very effective in instilling various beneficial knowledge. The importance of character education in early childhood requires teachers to be creative and innovative in using learning media. Various learning media motivate children to learn. Not only forming a smart character but also being able to instill good values. This study aims to analyze various types of learning media in shaping the character of children in RA Normal Islam Rakha. This study used a qualitative method by taking the research location at RA Normal Islam Rakha. This type of research is descriptive research. Data collection was carried out using observation, documentation and interview methods. The results of the study show that teachers have a big role in children's character education. As role models as well as mentors in building children's character, teachers provide references or tools that can foster curiosity and not get bored in learning. The concept of playing while learning that children like is very effective when using a variety of learning media. The results of the research findings at RA Normal Islam Rakha carried out the formation of children's character through various learning media through educational toys and teaching aids.
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2022 |
Financial Literacy, Financial Technology and Saving Behavior
(Irdawati Irdawati, Abdul Rakhman Laba, Muhammad Yunus Amar, Fauzi R Rahim)
DOI : 10.55606/iceb.v1i2.198
- Volume: 1,
Issue: 2,
Sitasi : 0 22-Nov-2022
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| Last.19-Aug-2025
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This research aims to examine the direct and indirect effects of financial literacy on saving behavior through financial technology as a mediating variable. Further, this research uses a quantitative approach with path analysis. This research picked millennial workers in Kendari City, Southeast Sulawesi, as sample of the research. Therefore, the results revealed that financial literacy directly has a significant effect on financial technology and saving behavior then, financial technology also has a significant positive effect on saving behavior. However, financial technology does not able to mediate the relationship between financial literacy and saving behavior significantly. This indicates that financial technology has not provided good facilitation for millennials, especially for helping them in looking the appropriate savings products their needed.
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2022 |
Analisa Struktur Modal dan Likuiditas Terhadap Profitabilitas Pada Perusahaan Sub Sektor Batubara
(Muhamad Fahrul Raihan, Heni Hirawati)
DOI : 10.55606/optimal.v2i4.767
- Volume: 2,
Issue: 4,
Sitasi : 0 21-Nov-2022
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| Last.19-Aug-2025
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Tujuan dari penelitian ini adalah untuk mengetahui hubungan antara struktur modal dan likuiditas ditinjau dari profitabilitas pada subsektor industri bar di BEI dari tahun 2017 sampai dengan tahun 2021. Teknik yang digunakan dalam penelitian ini adalah “purposive sampling”. analisis data yang digunakan dalam penelitian ini adalah analisis regresi berganda. Penelitian ini mengidentifikasi fenomena dimana likuiditas dan variabel struktur modal tidak memiliki pengaruh terhadap profitabilitas
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2022 |
Pemeriksaan Kesehatan Serta Sosialisasi Peningkatan Kesehatan Ibu dan Anak untuk Mencegah Stunting
(Anik Supriani, Nanik Nur Rosyidah, Herlina Herlina, Yulianto Yulianto, Rina Widiyawati, Rachmad Sholeh, Fahrur Rijal Ardiyanto)
DOI : 10.55606/jpikes.v2i3.704
- Volume: 2,
Issue: 3,
Sitasi : 0 21-Nov-2022
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| Last.19-Aug-2025
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Stunting merupakan salah satu kondisi gagal tumbuh pada anak dimana tinggi badan anak <-2SD menurut tabelZ-score WHO. Ada beberapa hal yang menjadi penyebab utama masalah stuntingpada anak, salah satunya yaitu ketidakoptimalan praktik pemberian makan anak. Tujuan Pelaksanaan Pengabdian kepada Masyarakat (PKM) ini yaitu untuk meningkatkan pengetahuan dan ketrampilan ibu tentang pencegahan stuntingmelalui edukasi praktik pemberian makan yang tepat berdasarkan rekomendasi WHO. Sebanyak 40 ibu yang memiliki anak Balita ikut dalam kegiatan PKM. Metode pelaksanaan PKM yaitu sosialisasi yang dikombinasikan dengan survei secara kuantitatif tentang pelaksanaan praktek pemberian yang dilakukan oleh ibu berdasarkan indikator praktik pemberian makan menurut rekomendasi WHO. Hasil PKM menunjukkan terdapat perbedaan yang signifikan antara nilai pre dan posttest peserta setelah diberikan sosialisasi di Dusun Mojoranu, Kecamatan Sooko (P<0,001), 90 % ibu mengalami peningkatan pengetahuan. Pemahaman ibu yang memiliki anak Balita tentang pencegahan stunting melalui pemberian makanan yang tepat dapat menurunkan risiko masalah stunting di Indonesia.
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2022 |
ANALISIS PENGARUH MOTIVASI KERJA DAN KERJASAMA TIM TERHADAP KINERJA DIVISI PEMASARAN PT. SARANA BHUANA JAYA BANDUNG
(Rasty Yulia, Heny Herawati)
DOI : 10.55606/jaem.v2i3.361
- Volume: 2,
Issue: 3,
Sitasi : 0 17-Nov-2022
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| Last.19-Aug-2025
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This research was conducted to determine the effect of work motivation and teamwork on the performance of the marketing division of PT. Facilities Bhuana Jaya Bandung. In this study, questionnaires were distributed to 20 respondents. This research was conducted at PT. Sarana Bhuana Jaya Jl. Northern Mars III No. 36 Bandung. The research method used is the census method and the analytical tool used is quantitative analysis (multiple regression) using the SPSS version 26.0 program. The results of this study indicate that the magnitude of the simultaneous influence between work motivation and teamwork on the performance of the marketing division of PT. Sarana Bhuana Jaya Bandung This research is expected to provide benefits to the management of PT. Sarana Bhuana Jaya Bandung to keep implementing teamwork, and trying to generate initiative in each team member in carrying out their duties by giving them the freedom to take initiative, to be innovative and to be rewarded.
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2022 |
PENGARUH KUALITAS PELAYANAN DI BOARDING GATE DAN FASILITAS RUANG TUNGGU TERHADAP KEPUASAN PENUMPANG DI BANDAR UDARA ABDUL RACHMAN SALEH MALANG
(Qonitah Rahmawati)
DOI : 10.55606/jaem.v2i3.354
- Volume: 2,
Issue: 3,
Sitasi : 0 16-Nov-2022
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| Last.19-Aug-2025
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Along with the times and the rapid population growth in Indonesia, the needs of the diverse population will also increase, not least in the field of transportation. Transportation is a very important need for people in this era, the reason is because transportation is very helpful and makes it easier for users, especially air transportation. This study aims to examine and determine the effect of the variable quality of service and waiting room facilities partially or simultaneously on passenger satisfaction at Abdul Rachman Saleh Airport Malang. Using quantitative methods with explanatory research with a sample of 75 passengers using Abdul Rachman Saleh Airport Malang. Data collection was carried out by distributing questionnaires offline and online using a google form, which was then processed through SPSS version 21. As a result of the research, the variables of service quality and waiting room facilities have partial or simultaneous effect on passenger satisfaction at Abdul Rachman Saleh Airport, Malang. Based on the results of data analysis, the quality of boarding gate services has a positive and significant effect on passenger statisfaction at Abdul Rachman Saleh Airport, Malang.
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2022 |