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All Journal Simetris Joined Journal (Journal of Informatics Education) BERNAS: Jurnal Pengabdian Kepada Masyarakat
Rahayu, Ratna Dwi
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MODEL DATA MINING DAN RASIO ALTMAN UNTUK PREDIKSI FINANCIAL DISTRESS PERUSAHAAN Rahayu, Ratna Dwi
Joined Journal (Journal of Informatics Education) Vol 2 No 2 (2019): Volume 2 Nomor 2 (2019)
Publisher : Universitas Ivet

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31331/joined.v2i2.1000

Abstract

Financial distress is the stage or situation of a decline in the company's financial condition before a business failure occurs. This failure is related to liquidation, where the company fails to run its operations for profit. Financial distress prediction methods have been long developed in the field of finance using Multiple Discriminant Analyst (MDA). The most widely used MDA method is the Altman model ratio. This method is used as an early warning to the company's financial condition. This study aims to analyze the neuro fuzzy data mining algorithm with input data from the financial ratio of the Altman model to predict the company's financial distress. Research data are from the Indonesia Stock Exchange (IDX) website at www.idx.co.id. Data population between 2012-2017 LQ45 issuers are 80 companies. Preliminary data from the company's financial statements are calculated by Altman's ratio to get zscore values ??of three types of categories. These values ??are arranged in time series of four backward periods which will be used as input data for the neuro fuzzy algorithm ANFIS model. The next step is the formation of algorithms, training, testing, simulation and model evaluation using the GUI application from the Matlab program. The results of the model are predictive values ??that are compared with the results of the Altman ratio calculation of predicted years. The final results of the study show the predicted value of the ANFIS model of the Triangle membership function looks very optimal, consistent, and efficient. It was proven that the average predicted value of 9.95% was close to the actual value of the calculated year, while the results of the ANFIS model of the Trapezoid, Gauss and G-bell membership functions seemed less than optimal. Keywords: Financial Distress, Neuro Fuzzy, Prediction, Altman Ratio.
ANALISA KADAR ASPAL PADA LAPIS PERMUKAAN PERKERASAN LENTUR JALAN KAMPUS RONGGOLAAWE KECAMATAN CEPU KABUPATEN BLORA Prayitno, Eko; Supranoto, Bambang; Rahayu, Ratna Dwi
SIMETRIS Vol 17 No 2 (2023): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51901/simetris.v17i2.374

Abstract

Bahan pengikat yang biasa digunakan dalam Konstruksi perkerasan lentur yaitu bitumen atau aspal dalam campuran beraspal. Dalam memenuhi parameter Marshall, Kadar aspal harus mampu memenuhi yang terbaik atau biasa sering disebut dengan kadar aspal optimum (KAO). Evaluasi kadar aspal optimum (KAO) dilakukan dengan menggunakan alat centrifuge extraction atau reflector, yaitu alat yang berfungsi mengetahui besaran prosentase kadar campuran aspal, sehingga butiran-butiran agregat yang bercampur dengan aspal, serta bahan tambah filler menjadi bagian yang terpisah oleh cairan pelarut. Metode yang digunakan dalam penelitian ini adalah mengambil sampel uji dan melakukan pengujian sesuai dengan SNI 03-3640-1994, Metode Pengujian Kadar Aspal dengan Cara Ekstraksi Menggunakan Alat Soklet. Tujuan yang ingin dicapai dalam penelitian ini adalah untuk mengetahui kadar aspal hasil Ekstraksi pada lapisan atas perkerasan lentur jalan Kampus Ronggolawe Kec. Cepu Kab. Blora. Hasil penguian menunjukkan nilai ekstraksi pada jalan Kampus Ronggolawe Kecamatan Cepu Kabupaten Blora memiliki kadar aspal rata-rata sebesar 4,87 %. Hasil pengujian menunjukkan bahwa nilai tersebut masih dibawah spesifikasi perkerasan jalan aspal.
Kuat Tekan Mortar Dengan Penambahan Pecahan Kaca Rahayu, Ratna Dwi
SIMETRIS Vol 18 No 1 (2024): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51901/simetris.v18i1.417

Abstract

Mortar is a mixture of cement, sand and water. Mortar as an adhesive for masonry and plaster continues to increase in use. Sand is a limited natural resource. This research aims to determine the compressive strength of mortar that uses broken glass as an additional material to replace sand. The glass shards used are glass shards that pass through a sieve with a diameter of ≤ 0.5 cm. The mortar studied was in the form of a cube measuring 50 mm x 50 mm x 50 mm with a cement and sand volume ratio of 1: 4 and 10% water from the cement and sand mixture. Variations in the percentage of broken glass made are 5%, 10%, 15%, 20%. The test was carried out when the mortar was 7 days old using an ADR Touch 2000 Standard Compression Machine. The results of the research show that the more glass fragments are added, the compressive strength of the mortar decreases.
Peningkatan Kompetensi Berkomunikasi Ilmiah Dengan Laboratorium Berbantuan Komputer Rahayu, Ratna Dwi
SIMETRIS Vol 18 No 2 (2024): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51901/simetris.v18i2.494

Abstract

In learning physics, one of the competencies that must be mastered in the competence of scientific work is the competence of scientific communication. Scientific communication can be done orally or in writing. The purpose of this research is to describe the science process skills that can be developed in guided inquiry-oriented laboratory activities and develop inquiry-oriented devices in the form of student laboratory activity sheets that can encourage student competence in scientific communication. The achievement of scientific communication competence is done by doing hands on laboratory activities and multimedia laboratories with guided inquiry insights by developing student laboratory activity sheet devices. The research method used is research and development (R&D) method. To measure the achievement of indicators used tools in the form of: evaluation (pre-test and post-test), laboratory activity sheets, laboratory activity reports, practicum observation sheets and discussions. The results of this study indicate an increase in the scientific communication competence of students who have conducted hands-on laboratory activities, especially multimedia laboratories. The conclusion that can be drawn from this research is that the inquiry-oriented student laboratory activity sheet by utilizing hands on laboratories and multimedia laboratories can be used to improve students' scientific communication skills.
Pelatihan Pupuk Kompos Pada Kelompok Tani Sido Makmur Suryani, Puput Eka; Putro, Dwi Purnomo; Rahayu, Ratna Dwi
BERNAS: Jurnal Pengabdian Kepada Masyarakat Vol. 6 No. 2 (2025)
Publisher : Universitas Majalengka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31949/jb.v6i2.12904

Abstract

Penguatan pangan nasional pada dasarnya didukung oleh beberapa unsur, diantaranya yaitu system tanam yang baik yang menjadi ujung tombak dalam proses produksi. Ketahanan pangan adalah kondisi tersedianya dan terpenuhinya kebutuhan bahan makanan bagi negara hingga perseorangan, dan masing-masing dapat diindikatorkan dari 3 dari ketersediaan yang mencukupi, secara kuantiti maupun mutunya, yaitu aman, bergizi, merata, beragam, serta terjangkau, tidak bertentangan dengan agama, dan budaya masyarakat untuk hidup sehat, aman, produktif dan berkelanjutan. Secara geografis kabupaten Blora merupakan salah satu daerah di Indonesia yang didominasi dengan lahan pertanian. Selain sebagai lumbung padi nasional, kabupaten Blora juga memiliki jumlah hewan ternak berupa sapi terbanyak di Jawa Tengah berdasarkan data dari BPS. Adanya lahan pertanian yang luas, serta didukung dengan jumlah sapi yang memadai maka kondisi tersebut dapat dimanfaatkan untuk meningkatkan kualitas dan kuantitas pangan nasional. Oleh karena itu pengabdian masyarakat yang dilakukan adalah sebagai upaya untuk meningkatkan kemampuan serta kesadaran masyarakat Blora khususnya Desa Medalem dalam pembuatan pupuk organik yang berasal dari kotoran sapi. Adapun metode yang digunakan dalam pengabdin adalah adalah metode Asset Based Community Development (ABCD), yaitu metode yang berfokus pada sumber daya yang dimiliki untuk meningkatkan kondisi lingkungan atau mengatasi permasalahan yang muncul. Dari pengabdian yang telah dilakukan dapat diambil kesimpulan bahwa dengan adanya pelatihan pembuatan pupuk organik pada kelompok tani Sido Makmur dapat meningkatkan kemampuan anggota kelompok serta meningkatkan kesadaran anggota mengenai pemanfaatan limbah kotoran ternak untuk meningkatkan kesuburan tanah
Pengaruh Pemanasan Terhadap Kualitas Minyak Goreng Dengan Metode Polarisasi Cahaya Rahayu, Ratna Dwi
SIMETRIS Vol 19 No 1 (2025): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51901/simetris.v19i1.521

Abstract

The use of cooking oil for too long and repeatedly will cause changes in color, odor, and physical and chemical properties of the cooking oil itself. However, the public generally lacks knowledge and awareness about the quality of good cooking oil to use. As an alternative, research has been conducted on testing the quality of cooking oil based on changes in the angle of polarization of light using a polarimeter. The cooking oil to be tested was previously heated to a temperature of 100 degrees Celsius with a variation of five heating times. The results of the polarization angle change test showed that the cooking oil without heating had the smallest polarization angle of 0.2 degrees, then with five heating times the polarization angle increased to 10.9 degrees. This indicates a change in the physical properties of cooking oil that has not been heated with cooking oil that has been heated repeatedly.
Co-Authors Bambang Supranoto Eko Prayitno, Eko Putro, Dwi Purnomo suryani, puput eka