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All Journal Jurnal SOLMA Buana Ilmu Jurnal Scientia Jurnal Abdimas Bina Bangsa International Journal of Social Science, Educational, Economics, Agriculture Research, and Technology (IJSET) Formosa Journal of Multidisciplinary Research (FJMR) Formosa Journal of Science and Technology (FJST)

Purwani Husodo

Universitas Muhammadiyah A.R. Fachruddin

Author-ID : 7256633

Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

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IDENTIFIKASI CITRA BATIK DENGAN METODE CONVOLUTIONAL NEURAL NETWORK Ayu Ratna Juwita; Tohirn Al Mudzakir; Adi Rizky Pratama; Purwani Husodo; Rahmat Sulaiman
BUANA ILMU Vol 6 No 1 (2021): Buana Ilmu
Publisher : Universitas Buana Perjuangan Karawang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36805/bi.v6i1.1996

Batik merupakan suatu kerjianan tangan yang memiliki nilai seni yang cukup tinggi dan juga salah satu bagian dari budaya indonessia. Untuk melestraikan budaya warisan batik dapat dikakukan dengan berbagai cara dengan pengenalan pola batik yang sangat beragam khususnya batik karawang. Penelitian ini membahas klasifikasi pola batik karawang menggunakan Convolutional Neural Network (CNN) dengan ciri gray level Co-ocurrence Matrix. Proses awal yang akan dilakukan yaitu preprocessing untuk mengubah citra warna menjadi grayscale, selanjutnya citra akan di segmentasikan sehingga memisahkan citra pola batik dengan background menggunakan metode otsu dan di ekstraksi menggunakan metode gray level co-ocurrence matrix untuk mendeteksi pola-pola batik. selanjutnya akan diklasifikasikan menggunakan metode Convolutional Neural Network (CNN) yang memberikan hasil klasifikasi citra batik. Dengan penerapan model klasifikasi citra batik Karawang ini memliki data training sebanyak 1094 citra latih dengan nilai akurasi 18,19% untuk citra latih, citra dapat mengklasifikasikan dengan uji coba 344 citra batik, 45 citra batik Karawang, 299 citra batik luar Karawang mencapai 18,60% nilai tingkat akurasi, sedangkan hasil uji coba menggunakan citra batik karawang yang dapat dikenali dan diklasifikasikan mencapai nilai tingkat akurasi 73,33 %. Kata Kunci : Klasifikasi citra batik, CNN, GLCM, Otsu, Image Processing Batik is a handicraft that has a high artistic value and also Batik is a part of Indonesian culture. To preserve the cultural heritage of batik it can be do in various ways with the introduction of many diverse batik patterns, especially karawang batik.. This study discusses the classification of Karawang batik patterns using Convolutional Neural Network (CNN) with gray level co-occurrence matrix characteristics. Initial process is preprocessing to convert the color image to grayscale, Then the image will be segmented. It can separated the image of the batik pattern from the background using the Otsu method and extracted using the gray level co-occurrence matrix method to detect batik patterns. Then, it will be classified using the Convolutional Neural Network (CNN) method which gives the results of batik image classification. With the application of this Karawang batik image classification model, it has training data of 1094 training images with an accuracy value of 18.19% for training images, images can be classified by testing 344 batik images, 45 Karawang batik images, 299 outer Karawang batik images reaching 18.60 % the value of the accuracy level, while the results of the trial using the image of batik karawang which can be recognized and classified reach an accuracy level of 73.33%. Keywords: Batik image classification, CNN, GLCM, Otsu, Image Processing

COMPARATIVE ANALYSIS OF MAMDANI AND SUGENO'S FUZZY INFERENCE METHOD ON ROOM LIGHT CONTROL PROTOTYPE Sudianto Sudianto; Suhendra Anjar Dinata; Bagus Dwi Pandito; Deni Muharam; Purwani Husodo
Jurnal Scientia Vol. 11 No. 01 (2022): Education, Sosial science and Planning technique, August
Publisher : Sean Institute

Fuzzy Logic can be applied to the field of control systems. The advantage of using Fuzzy Logic is that it is easy to calculate because it combines mathematical equations and natural language. Therefore, Fuzzy Logic overcomes the weakness of the On/Off control system. Likewise, Fuzzy Logic overcomes the complexity of mathematical modeling on PID control. However, Fuzzy Logic is not suitable to be applied to control systems that require high accuracy. In this study, Fuzzy Logic will be applied to the control of room light, where in the room there are two light sources, namely lamp light and outside light. The problem is how the room light illuminance is always in the set point range with a tolerance of 25 lux and in steady state conditions. The application of light control is appropriate because it does not require high accuracy where a slight change in light illuminance has no effect. In this study, a comparison was made between the Mamdani and Sugeno inference methods. The limitation of control parameters is on the response of the control system to the set point. The results obtained are the control system response shows that there is a smaller error in the Sugeno method than the Mamdani method.

OPTIMIZATION OF OXYGEN.ID SERVICE WITH THE IMPLEMENTATION OF HIGH AVAILABILITY ROUTER HOTSPOTS AND TRANSPARENT BANDWIDTH MANAGEMENT ROUTERS: A CASE STUDY OF PT. INDONESIAN TELEMATICS MORA Bagus Dwi Pandito; Deni Muharam; Suhendra Anjar Dinata; Sudianto Sudianto; Purwani Husodo
Jurnal Scientia Vol. 11 No. 01 (2022): Education, Sosial science and Planning technique, August
Publisher : Sean Institute

With the increasing demand for public free WIFI hotspot service Oxygen.id causes increased traffic in accessing the free WIFI hotspot Oxygen.id service, which of course can result in decreased access performance for customers. By applying The Virtual Router Redundancy Protocol (VRRP) router method and simple bandwidth management queuing to fix existing problems, an additional load simulation of 1450 bytes was carried out from the PING status on the CMD window, the results found that the VRRP hotspot was still stable compared to the existing hotspot. and at the time of testing the mp4 file download process was 17,555KB. The resulting VRRP hotspot output is 673 kbyte, which is bigger than the existing thinkput hotspot, which is 495 kbyte, while the delay result is smaller for VRRP hotspot 35,422 compared to delaying the existing hotspot, which is 39,693 seconds, with the results of this study proven completion in overcome the traffic of serving the free oxygen.id hotspot wifi which is getting higher and higher

MENUMBUHKAN KESADARAN MASYARAKAT TERHADAP ANAK YATIM DAN PIATU MELALUI PROGRAM SANTUNAN ANAK YATIM Rahman soesilo; Nirfison Nirfison; Imam Arifin; Sartono Sartono; Purwani Husodo; Abu Naim; Suryo Sulistiyo
Jurnal Abdimas Bina Bangsa Vol. 4 No. 2 (2023): Jurnal Abdimas Bina Bangsa
Publisher : LPPM Universitas Bina Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46306/jabb.v4i2.588

Orphans should also receive serious attention, don't get abandoned just because of their family's economic limitations, the community must help them so they can live decently and have a good future. The donation activity for orphans in the form of a school bag, a package of stationery and money in Lemahbang village, Sukorejo sub-district, Pasuruan, East Java aims to help them a little and motivate and give hope to them that they can still get love and a sense of security and better hopes, as well as the purpose of this activity is to foster a caring attitude from the community towards orphans so that they can experience a decent life like other children in general. The implementation of the activity program is carried out in three stages, namely: (1) socialization; (2) coordination; (3) distribution, through the orphan compensation activity program it is hoped that the community can take part and contribute to the welfare of orphans so that they can be independent so that strong bonds of brotherhood will grow

Sosialisasi Pengembangan Menu Pemberian Makanan Anak Sekolah Berbasis Budaya Lokal Budi Utami, Fitria; Lestari, Maya; Gumilar, Yogi; Husodo, Purwani
Jurnal SOLMA Vol. 13 No. 3 (2024)
Publisher : Universitas Muhammadiyah Prof. DR. Hamka (UHAMKA Press)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22236/solma.v13i3.16649

Background: Peningkatan kualitas gizi anak usia dini sangat penting dalam mendukung tumbuh kembang optimal, terutama di wilayah Kabupaten Tangerang yang masih menghadapi permasalahan stunting. Program ini bertujuan untuk meningkatkan pemahaman guru PAUD dan orang tua terkait pentingnya nutrisi seimbang dan pemanfaatan bahan makanan lokal dalam menyusun menu makanan sehat di sekolah. Metode: Kegiatan sosialisasi dan pelatihan interaktif telah dilaksanakan, meliputi teknik memasak sehat, pengetahuan gizi, dan penggunaan bahan pangan lokal. Selain itu, penerapan teknologi dilakukan melalui media sosial untuk menyebarkan informasi pentingnya gizi seimbang serta menyediakan tutorial memasak. Hasil: Evaluasi program dilakukan melalui Pre-Test dan Post-Test yang menunjukkan adanya peningkatan signifikan dalam pengetahuan peserta. Survei kepuasan satu bulan setelah program juga menunjukkan bahwa pengetahuan yang diberikan mulai diterapkan dalam kehidupan sehari-hari. Kesimpulan: Program ini diharapkan dapat mengurangi angka kekurangan gizi pada anak usia dini dan mendorong penggunaan bahan makanan lokal sebagai upaya keberlanjutan kesehatan anak di PAUD.

THE ROLE OF HUMAN RESOURCE QUALITY AND PRODUCTION TECHNOLOGY ON THE OPERATIONAL COMPETITIVENESS OF MSMES IN TANGERANG REGENCY WITH MARKET ADAPTABILITY AS A MEDIATING VARIABLE Nirfison; Abu Naim; Rahman Soesilo; Purwani Husodo; Ervina Yennie Permananingrum; Danu Noval Ramadhoni
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 12 (2025): NOVEMBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v4i10.1203

MSMEs in Tangerang’s Regency has a crucial role in boosting local economic growth, but it also has challenges in boosting operational competitiveness in a dynamic marketplace. This study aims to analyse the impact of Human Resource Management (HRM) quality and production technology on MSMEs operational day, using market flexibility as a mediating variable. This study employs a quantitative approach using the Structural Equation Modelling (SEM) method based on SmartPLS. File is gathered through questionnaires given to 200 MSMEs participants in the Tangerang province. The results of the data analysis indicate that SDM quality has a positive and significant impact on market adaptability (t-statistik = 6,134; p < 0,001) and operational daya saing (t-statistik = 5,221; p < 0,001). Additionally, production technology has a significant impact on market adaptability (t-statistik = 4,987; p < 0,001) and operational competitiveness (t-statistik = 4,653; p < 0,001). The market's ability to adapt significantly demonstrates the relationship between the two bebas variables and the day-to-day operations of MSMEs (t-statistik = 3,874; p < 0,001).This study highlights the importance of Human Resource development and adaptable production technology for the market in boosting MSMEs competitiveness in Tangerang province.

IMPLEMENTATION OF A CLOUD-BASED ACCOUNTING INFORMATION SYSTEM TO IMPROVE FINANCIAL TRANSPARENCY OF MSMES IN TANGERANG REGENCY Sapriyadi; Abu Naim; Purwani Husodo; Annisa Risqi Sulistya Kusuma Wardhani; Siti Fatimatul Zuhro; Rina Ambarwati; Ervina Yennie Permanningrum; Andika Mugi Gumilang; Fery Updi; Adam Zulfahmi
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 4 No. 11 (2025): OCTOBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v4i11.1269

The rapid advancement of information technology has significantly influenced the business landscape, including the Micro, Small, and Medium Enterprises (MSME) sector in Tangerang Regency. As key contributors to regional economic growth, MSMEs face the urgent need to adopt digital transformation, particularly in financial management. However, many MSMEs continue to rely on manual or spreadsheet-based systems, which hinder financial transparency, accuracy, and efficiency. This study aims to analyse the implementation of cloud-based accounting information systems (AIS) and their impact on improving MSMEs’ financial transparency in Tangerang Regency. The research employs a quantitative descriptive method, using questionnaires distributed to 100 MSME owners and financial staff who have implemented cloud-based accounting systems. Data were analysed through simple linear regression using SPSS 26 to determine the relationship between the implementation of cloud-based AIS (independent variable) and financial transparency (dependent variable). The results indicate that the implementation of cloud-based AIS has not significantly improved financial transparency among MSMEs in Tangerang Regency, with an R-squared value of 0.003 and a significance level of 0.624 (>0.05). This suggests that only 0.3% of financial transparency variation is explained by the use of cloud-based systems, while 99.7% is influenced by other factors such as digital literacy, infrastructure readiness, and managerial support. Despite the weak statistical correlation, the findings highlight the strategic potential of cloud-based accounting systems to enhance operational efficiency, data accessibility, and stakeholder trust. The study concludes that the success of digital transformation among MSMEs requires not only technological adoption but also government facilitation, training in digital literacy, and policy support to maximise transparency and accountability in financial management.

Analysis of the Effect of Ergonomics on Increasing Work Productivity in Welding Operators at PT. TRSS uses Rapid Body Entire Assessment (REBA) Method Isma Wahyu Yunian; Sartono; Abu Naim; Nirfison; Adelia Dwi Valentin; Purwani Husodo
Formosa Journal of Multidisciplinary Research Vol. 3 No. 5 (2024): May 2024
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/fjmr.v3i5.9521

The welding process on the AM65511000 type radiator product at PT TRSS in the Curug area is a heavy job that is still done manually. Improper posture and repeated acceptance of static loads for a long period can result in operator fatigue, thereby reducing productivity. The analysis was carried out using Pareto diagrams and fishbone diagrams. Ergonomics analysis with the REBA method is one method to evaluate the overall posture and work attitude of workers. In this study, an analysis of the REBA method was carried out on workers in the welding process section on the AM65511000 type radiator product to determine the risks faced by workers and the improvements that could be proposed. The research was conducted referring to the REBA worksheet by Hignett and McAtamney. From the studies that have been carried out, it was found that workers have a moderate risk with a value of 5 which means that an immediate investigation and implementation is needed in the form of changes in work posture or work environment. The highest risk value was obtained in assessing the bent body posture when moving the radiator. Suggestions that can be made include lowering the level of the holder, optimizing the position of the torso and weight point, and making a table that can be adjusted in height and tilted angle.

Implementation of Work Layout Creation Using Blocplan at SME Sinar Mutiara Karang Serang Village Syamsudin; Naim, Abu; Sartono; Valentin, Adelia Dwi; Sapriyadi; Hussin, Muhammad; Soesilo, Rahman; Husodo, Purwani
Formosa Journal of Multidisciplinary Research Vol. 3 No. 7 (2024): July 2024
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/fjmr.v3i7.10277

This study investigates how the Sinar Mutiara SMM in the Karang Serang Village uses the Blocplan to create a working layout. The aim is to improve operational efficiency by optimizing the configuration of working components such as machines and equipment. The Blocplan method is used to analyze data collected from SMEs through observations and interviews. Research results show that using the Blocplan effectively reduces material distances and production time, and also improves space usage. It is hoped that this implementation will be an example for other SMEs to improve efficiency and productivity. In addition, research finds problems such as adaptation to change and resource constraints. For successful implementation in the future, this issue needs to be addressed.

Bandwidth Management with Mikrotik OS Routers Using the Per Connection Queue Method Sapriyadi, Sapriyadi; Zuhro, Siti Fatimatul; Naim, Abu; Nurfy, Ariadin; Supriyade, Supriyade; Husodo, Purwani; Wardhani, Annisa Risqi Sulistya Kusuma; Budianto, Rizki
Formosa Journal of Science and Technology Vol. 3 No. 10 (2024): October 2024
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/fjst.v3i10.11776

Services that use the Internet as Business Cafe, Online Games, education, defense and security, online businesses, e-mail service providers, and others will experience barriers in carrying out their activities. Often problems arise in internet service providers are setting up or managing broadband. The implementation of broadband management is aimed at optimizing the bandwidth available to provide broadband guarantees for Internet users, such as network congestion (through traffic) and unstable broadband received by Internet service providers (ISPs). Bandwidth management in Mikrotik with the PCQ (Per Connection Queue) method, basically, uses queue methods for the bandwidth balance used on multiple clients. The main purpose of this method is to automatically and unevenly share bandwidth sharing, with a simple turn-line if only one subscriber actively uses another temporary bandwidth will be in the standby position, then the subscriber can use maximum bandwidth which is available, but if another customer is active, then the maximum bandwidth can be used by both customers who have maximum width / 2, if there are subscribers at the same time active, each will receive the maximum bandwidth allowance / all clients, so will not be a fair wide-ranging distribution for all customers.

Co-Authors Abu Naim Abu Naim Abu Naim Adam Zulfahmi Adelia Dwi Valentin Adi Rizky Pratama Andika Mugi Gumilang Annisa Risqi Sulistya Kusuma Wardhani Bagus Dwi Pandito Budianto, Rizki Danu Noval Ramadhoni Deni Muharam Ervina Yennie Permananingrum Ervina Yennie Permanningrum Fery Updi Fitria Budi Utami Imam Arifin Isma Wahyu Yunian Juwita, Ayu Ratna karismayanti, Siti Maya Lestari, Maya Muhammad Hussin Nirfison Nirfison, Nirfison Nurfy, Ariadin Rahmat Sulaiman Rina Ambarwati Sapriyadi, Wandi Sartono Sartono Sartono Siti Fatimatul Zuhro Siti Fatimatul Zuhroh Soesilo, Rahman Sudianto Sudianto Suhenda, Suhenda Suhendra Anjar Dinata Supriyade, Supriyade Suryo Sulistiyo Syamsudin Tohirn Al Mudzakir Wardhani, Annisa Risqi Sulistya Kusuma Yogi Gumilar

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