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Impelementasi Deep Learning untuk Optimasi Slump Menggunakan Convolutional Neural Network Pada PT. Handaru Wijaya Mulya Pandowo, Hedi; Kusumaningrum, Dian; Amir, Vaisal
Jurnal Informatika Vol 9, No 1 (2022): April 2022
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (212.272 KB) | DOI: 10.31294/inf.v9i1.11713

Abstract

Deep Learning adalah sebuah bidang keilmuan baru dalam bidang Machine Learning yang akhir-akhir ini berkembang karena perkembangan teknologi GPU accelaration. Deep Learning memiliki kemampuan yang sangat baik dalam visi komputer. Salah satunya adalah pada kasus klasifikasi objek pada citra. Dengan mengimplementasikan salah satu metode machine learning yang dapat digunakan untuk klasifikasi citra objek yaitu Convolutional Neral Network (CNN). Metode CNN terdiri dari dua tahap. Tahap pertama adalah klasifikasi citra menggunakan feedforward. Tahap kedua merupakan tahap pembelajaran dengan metode backpropagation. Sebelum dilakukan klasifikasi, terlebih dahulu dilakukan praproses dengan metode wrapping dan cropping untuk memfokuskan objek yang akan diklasifikasi. Selanjutnya dilakukan training menggunakan metode feedforward dan backpropagation. Terakhir adalah tahap klasifikasi menggunakan metode feedforward dengan bobot dan bias yang diperbarui. Sehingga dapat disimpulkan bahwa metode CNN yang digunakan pada penelitian ini mampu melakukan klasifikasi dengan baik. Hasil uji-coba dari metode dan algoritma yang dikembangkan menunjukan bahwa pengukuran karakteristik tekstur secara global dalam satu kesatuan citra menunjukan hasilyang lebih baik dari model pengukuran secara lokal. Analisis global pada fitur contrast menunjukkan bahwa semakin tinggi kuat tekan beton, nilai contrast makin kecil yang berarti tekstur citra beton makin halus. Fitur energy dapat digunakan untuk membedakan slump pada beton dengan kuat tekan K-125, K-150, K-250 dan K-300
Implementasi Sistem Informasi Perpustakaan Sekolah Berbasis Web pada SMK BP Subulul Huda Kembangsawit Kebonsari Madiun RB. Iwan; Nova; Vaisal Amir; Hedi Pandowo; La
DIKEMAS (Jurnal Pengabdian Kepada Masyarakat) Vol 3 No 2 (2019)
Publisher : Politeknik Negeri Madiun

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Abstract

Kegiatan kemitraan masyarakat ini bertujuan untuk penerapan sistem informasi perpustakaan berbasis web sekaligus mempersiapakan sumber daya manusia yang akan berperan dalam sistem ini khususnya petugas perpustakaan sekolah SMK BP Subulul Huda Kembangsawit Kebonsari Madiun. Sistem informasi perpustakaan ini menggunakan database sebagai tempat untuk menyimpan data agar data yang dimasukan dapat tersimpan dan tersusun secara rapi, keamanan data terjamin, serta akses data dapat dilakukan dengan cepat, dan akurat. Sistem informasi yang dikembangkan berisi fungsi-fungsi yang disesuaikan dengan kegiatan-kegiatan yang ada di perpustakaan SMK BP Subulul Huda Kembangsawit Kebonsari Madiun.
Implementasi Penyusunan Laporan Keuangan Berdasarkan SAK EMKM Pada Peternakan Ayam Banjarejo Panekan Magetan Shinta; Yana; Hedi Pandowo; Hamim Tohari; Sasmito
DIKEMAS (Jurnal Pengabdian Kepada Masyarakat) Vol 4 No 2 (2020)
Publisher : Politeknik Negeri Madiun

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Abstract

Kegiatan kemitraan atau pengabdian kepada masyarakat ini bertujuan untuk memberikan pelatihan kepada pengurus peternakan ayam dalam melakukan penyusunan laporan keuangan yang sesuai standar yaitu Standar Akuntansi Keuangan Entitas Mikro Kecil dan Menengah (SAK EMKM).Langkah atau metode kegiatan yang dilakukan dalam pendampingan ini adalah pertama, melakukan kegiatan kelas / tatap muka dengan memberikan materi tentang akuntansi yang sesuai dengan SAK EMKM, kedua me-review laporan keuangan yang selama ini telah dibuat, ketiga, melakukan tindak lanjut dengan mengerjakan kembali laporan keuangan yang berdasarkan SAK EMKM, keempat, memberikan pelatihan dalam penyusunan laporan keuangan sesuai standar yang berlaku.
Implementasi Komputer Akuntansi Menggunakan Software Accurate di Lingkungan Yayasan Pendidikan dan Pondok Pesantren Subulul Huda Kembangsawit Kebonsari Madiun RB. Iwan; Nova; Vaisal Amir; Hedi Pandowo; Yana; Ainun Fikria
DIKEMAS (Jurnal Pengabdian Kepada Masyarakat) Vol 5 No 1 (2021)
Publisher : Politeknik Negeri Madiun

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Abstract

Yayasan Pendidikan dan Pondok Pesantren Subulul Huda Kembangsawit Kebonsari Madiun terletak pada metode yang digunakan dalam untuk menangani penyusunan laporan keuangan masih dilakukan secara manual dengan melakukan pencatatatan pada buku ataupun hanya sekadar menggunakan alat bantu berupa Microsoft Excel. Hal seperti itu dapat mengakibatkan sering terjadinya kesulitan dalam proses pencatatan dan pencarian informasi pada aktifitas keuangan yang terjadi. Untuk memberikan solusi atas permasalah tersebut perlu adanya pelatihan terhadap implementasi sistem informasi komputerisasi akuntansi menggunakan software Accurate dan sekaligus mempersiapakan sumber daya manusia yang akan berperan dalam sistem ini khususnya para karyawan di Yayasan Pendidikan dan Pondok Pesantren Subulul Huda Kembangsawit Kebonsari Madiun.
ANALISIS LAPORAN ARUS KAS PEMERINTAH DAERAH (STUDI EMPIRIS DI PEMERINTAH KOTA MADIUN) Hedi Pandowo; Ahmad Kudhori
Adbis: Jurnal Administrasi dan Bisnis Vol 11, No 1 (2017): Jurnal Administrasi Dan Bisnis 2017
Publisher : Politeknik Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33795/j-adbis.v11i1.18

Abstract

This research was conducted with the aim to know the growth of cash flow that existed in the Cash Flow Statement in Madiun city government during 2012-2106. By creating a Cash Flow Statement, it will know the real cash movement from the beginning of the year to the end of the year, otherwise it can be known how much cash is used, for what cash is used for one operational year. This research is quantitative descriptive by using municipal government of Madiun as its object, especially in Badan Pengelola Keuangan dan Aset Daerah (BPKAD) as the agency that manage the assets of local government and preparing financial report. The data used is secondary data obtained from the official website of Madiun city government as well as data taken directly from the office of BPKAD. In this study obtained the result that overall growth of cash flow in 2012-2016 of operating activities, investment activities and financing activities show the financial performance both from the government of Madiun City. And from the free cash flow analysis results obtained during 2012 -2016 there is substantial free cash flow, so that with a large free cash flow indicates that local governments have surplus cash that can be used to supplement the reserve fund, pay off the local debt or invest in the form of equity participation
Implementation of Deep Learning for Slump Optimization Based on Concrete Quality Using Convolutional Neural Network in PT. Selo Progo Sakti Hedi Pandowo
Jurnal AKSI (Akuntansi dan Sistem Informasi) Vol. 5 No. 2 (2020)
Publisher : Politeknik Negeri Madiun

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Abstract

Deep Learning is part of the scientific field of Machine Learning and Machine Learning is part of Artificial Intelligence science. Deep Learning has extraordinary capabilities by using a hardware Graphical Processing Unit (GPU) so that the artificial requirement network can run faster than using a Personal Computer Unit (CPU). Especially in terms of object classification in images using existing methods in the Convolutional Neural Network (CNN). The method used in this research is Preprocessing and Processing of Input Data, Training Process in which CNN is trained to obtain high accuracy from the classification carried out and the Testing Process which is a classification process using weights and bias from the results of the training process. This type of research is a pre experimental design (pre experimental design). The results of the object image classification test with different levels of confusion in the Concrete database with the Mix Design K-125, K-150, K-250 and K-300 produce an average accuracy value. This is also relevant to measuring the failure rate of concrete or slump.
Design and Build Information System of the Joper Chicken Plasma Core at PT. Barokah Chanif Sari; Hedi Pandowo
Jurnal AKSI (Akuntansi dan Sistem Informasi) Vol. 5 No. 2 (2020)
Publisher : Politeknik Negeri Madiun

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Abstract

Breeding joper chickens with a partnership system is a form of business that is currently on the rise, breeding in partnership is a form of cooperation between breeders (plasma) and companies (nucleus). The yields will be divided according to the percentage agreed upon in the contract agreement that has been made between plasma and nucleus. It takes approximately 12 weeks for the farmer to raise the chickens until harvest. During this period, breeders must take care of the chickens maximally so that it is hoped that the harvest will be profitable for both the farmer as the plasma and the company as the nucleus. There needs to be extra careful management in the process of cultivating joper chickens because chicken farming can be said to have a high enough risk. Therefore, this system was built in order to overcome problems such as irregular feeding or vaccines, manual recording of daily chicken development, disease management and lack of insight into diseases that chickens often get, as well as weighing calculations that are still being carried out. Manually. So that by overcoming these problems the crop yields will increase and the level of productivity of chickens is controlled. The tools used in making this system are Visual Basic. Application design method using ProtoTyping method.
Responsibility of Financial Management Institution Amil Zakat for Ahmad Kudhori; Hedi Pandowo
Jurnal AKSI (Akuntansi dan Sistem Informasi) Vol. 5 No. 2 (2020)
Publisher : Politeknik Negeri Madiun

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Abstract

Knowing the understanding and preparation of financial reports by financial managers as a form of transparency is the aim of this study. Multiple case studies at the national amil zakat institution which is part of the regional zakat organization forum (FOZDA) in Madiun with descriptive qualitative analysis as the research method used. To collect data, the methods of observation, documentation and in-depth interviews were used to address informants who are in each of the zakat institutions that are members of the FOZDA. The results of this study indicate that the understanding of accounting, financial reports and applicable standards of the financial managers of the amil zakat institution is different, which is caused by the educational background, years of service and position of the institution in Madiun, whether as a branch office, unit or outlet. However, office governance, finance, management and human resources in institutions can work together, so that the compliance of the amil zakat institution in carrying out accounting (accounting) which produces output in the form of financial reports can run well, as a form of transparency and accountability to donors.
Amil Zakat Institute Compliance as A Form of Accountability from Accounting Aspects (Study in Madiun City) Ahmad Kudhori; Dian Kusumaningrum; Hedi Pandowo
Jurnal AKSI (Akuntansi dan Sistem Informasi) Vol. 5 No. 1 (2020)
Publisher : Politeknik Negeri Madiun

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Abstract

This study aims to determine the compliance of amil zakat institutions in financial management (accountability) and legal status. The research method uses descriptive qualitative analysis with multiple case study models of amil zakat institutions which have zakat distribution in Madiun City. Case studies include: BAZNAS, Infaq Management Institute (LMI), Muhammadiyah Alms Alms Zakat Institution (LAZISMU), Yatim Mandiri, Amil Zakat Institute Alms Alms Nahdatul Ulama (LAZISNU), and Baitul Maal Hidayatullah in Madiun City. There are 6 key informants and 5 supporting informants. The results of this study indicate that not all institutions carry out the process of preparing a standard financial report, which refers to PSAK 109, namely zakat, infaq, and alms accounting. The educational background of the management and the policies of each institution in the preparation of financial statements results in the incompatibility of financial statements that are made with generally accepted accounting standards.
Analysis of Financial Audit and Shariah Audit at the National Amil Zakat Agency (BAZNAS) Madiun City Ahmad Kudhori; Hedi Pandowo
Jurnal AKSI (Akuntansi dan Sistem Informasi) Vol. 7 No. 1 (2022)
Publisher : Politeknik Negeri Madiun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32486/aksi.v7i1.282

Abstract

The existence of groups or institutions engaged in the collection and distribution of zakat, infaq and alms funds has recently increased in number. Most of them are still not officially registered at the Ministry of Religion. As a form of accountability to mustahik, it is mandatory to carry out a financial audit and of course also a sharia audit. The Baznas of Madiun City as one of the amil zakat bodies established by law is also inseparable from these obligations, which have been financially audited by a public accounting firm and also a sharia audit by the Inspectorate General of the Ministry of Religion of the Republic of Indonesia. The purpose of this study was to analyze the problems in the findings of the sharia audit conducted by the Inspectorate General of the Ministry of Religion of the Republic of Indonesia with a financial audit conducted by the Public Accountant Office as a comparison at Baznas Madiun City. The research method uses a descriptive qualitative approach, collecting data by observation, documentation and interviews, in this case carried out with the leaders and implementers of the Madiun City Baznas. The results of this study are that there are several differences in the concept of assessment between the results of the sharia audit findings and the audit results from the Public Accounting Firm.