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Cucumber Disease Image Classification with A Model Combining LBP and VGG-16 Features Arifin, Miftahol; Yuniarti, Anny; Suciati, Nanik
International Journal of Robotics and Control Systems Vol 4, No 3 (2024)
Publisher : Association for Scientific Computing Electronics and Engineering (ASCEE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/ijrcs.v4i3.1529

Abstract

Cucumber (Cucumis sativus) is a significant horticultural crop worldwide, highly valued for both fresh consumption and processing. However, cucumber cultivation faces challenges due to diseases that can substantially reduce yield and quality. Diseases like leaf spots, stem wilt, and fruit rot are caused by pathogens including viruses, bacteria, and fungi. Traditionally, disease detection in cucumbers is performed manually, which is time-consuming and inefficient. Therefore, developing machine vision-based models using Deep Learning (DL) and Machine Learning (ML) for early disease detection through image analysis is crucial for assisting farmers. While many studies on plant disease classification using various DL and ML models show optimal results, research on cucumbers has mostly focused on leaf diseases. This study aims to optimize cucumber disease image classification by developing a model that combines Local Binary Pattern (LBP) texture features and VGG-16 convolutional features. The dataset used, Cucumber Disease Recognition Dataset consists of 8 classes of cucumber plant disease images covering leaves, stems, and fruits. This study classifies cucumber plant disease images using Random Forest (RF) combined with LBP texture features and VGG-16 visual features and compares its performance with models using VGG-16, LBP+RF, and VGG-16+RF on the same dataset. The results show that the proposed model achieved a precision of 84.7%, recall of 84%, F1-Score of 83.8%, and accuracy of 84%. These results outperform the comparative models, demonstrating the effectiveness of the combined approach in classifying cucumber plant diseases.
The Role of Human capital in Creating Sustainable Competitive Advantage for Culinary MSMEs in Madura Indonesia Arifin, Miftahol; Purwanto, Edy; Hafidhah
Ilomata International Journal of Management Vol. 6 No. 1 (2025): January 2025
Publisher : Yayasan Sinergi Kawula Muda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61194/ijjm.v6i1.1410

Abstract

MSMEs in the culinary sector in Madura have great potential to contribute to the regional and national economy. However, the challenges faced by culinary MSMEs in Madura are very diverse, including increasingly fierce competition, lack of skills, and limited access to training. In this context, it is important to understand the role of human capital in creating sustainable competitive advantages for Madurese culinary SMEs. This research aims to determine and analyze the role of human capital in creating sustainable competitive advantage in the Madurese culinary SME sector. The number of respondents in this study was 254 respondents who were selected using purposive sampling techniques. This research uses a quantitative approach, with data collection techniques using surveys (distributing questionnaires). Data analysis was carried out using the partial least square (PLS)-SEM application. A quantitative approach is used to identify the influence of human capital on sustainable competitive advantage. This research finds that human capital has a positive and significant influence on sustainable competitive advantage. Thus, it is hoped that this research can provide valuable insight for culinary MSME entrepreneurs in Madura in increasing their competitive advantage through developing human capital. In addition, this study is expected to provide understanding to academics and practitioners about the role of human capital in creating sustainable competitive advantage.
A Novel Hybrid Model for Disaster Relief: Combining Operational Cost Minimization and Priority-Based Resource Allocation Arifin, Miftahol; Uswatun Kasanah, Yulinda; Noor Qisthani, Nabila; Hidaytuloh, Syarif
Jurnal Teknik Vol 22 No 1 (2024): Jurnal Teknik
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37031/jt.v22i2.548

Abstract

Humanitarian logistics plays a crucial role in disaster management, yet it faces persistent challenges in ensuring equitable and efficient aid distribution. These challenges include high operational costs, inequitable resource allocation, and limited adaptability to dynamic disaster conditions. Existing models, either cost-based or priority-based, fail to balance these competing demands effectively. This research addresses this gap by developing a hybrid multi-objective optimization model that integrates cost minimization and priority-based resource allocation. The primary objective of this study is to optimize aid distribution in disaster-affected regions, ensuring both efficiency and fairness. The model employs a quantitative research approach, leveraging mathematical programming to simulate disaster scenarios. Key variables include operational costs, delivery times, demand levels, and priority rankings, collected from hypothetical disaster data. The results reveal that the hybrid model significantly outperforms conventional approaches. It achieves up to a 15% reduction in operational costs and a 25% improvement in aid coverage for high-priority regions. Furthermore, it balances resource allocation effectively across regions with varying levels of need. The discussion emphasizes the model's adaptability and scalability, offering practical solutions for disaster relief operations. In conclusion, the hybrid model presents a robust framework for humanitarian logistics, addressing inefficiencies and inequities in aid distribution. This research impacts policy-making and operational planning, paving the way for more effective disaster management strategies.
ANALISIS PENERAPAN AKUNTANSI SYARIAH BERDASARKAN PSAK 102 PADA PEMBIAYAAN MURABAHAH DI KSPPS SIBISA AL-KHAIRAT Rahman, Fadali; Fata, Fahrul; Arifin, Miftahol
Prosiding Pengabdian Ekonomi dan Keuangan Syariah Vol. 1 No. 1 (2023): Prospeks
Publisher : LP2M IAI AL-KHAIRAT PAMEKASAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32806/pps.v1i1.253

Abstract

KSPPS SIBISA Al-Khairat Pamekasan menawarkan produk yang tidak jauh berbeda dengan lembaga keungan yang lain, hanya saja KSPPS SIBISA Al-Khairat Pamekasan memiliki produk unggulan yang paling banyak digemari oleh anggota yakni produk pinjaman dana dengan akad murabahah. Penelitian ini bertujuan untuk mengetahui kesesuaian penerapan pembiayaan murabahah pada Di KSPPS SIBISA Al-Khairat Pamekasan dengan PSAK 102. Penelitian ini termasuk dalam jenis penelitian kuantitative dengan menggunanakan metode analisis laporan keuangan tahun 2016. Hasil penelitian menunjukkan bahwa penerapan akuntansi syariah berdasarkan PSAK 102 pada pembiayaan murabahahDi KSPPS SIBISA Al-Khairat Pamekasanyakni ada sepuluh kategori menjadi perbandingan yakni koperasi hanya menyediakan pembiayaan murabahah dengan pesanan, koperasi hanya menerapkan pembayaran secara tangguh, uang diakui sejumlah yang diterima dan diakui sebagai pengurang piutang, Jika koperasi mendapat diskon dari pihak ketiga (pemasok) maka mengurangi harga perolehan dan pencatatan diskon yang didapatkan tidak dicatat secara terpisah. Jika akad murabahah tidak melebihi satu tahun maka keuntungan diakui pada saat penyerahanaset murabahah. Jika akad murabahah melebihi satu tahun maka keuntungan dikategorikan berdasarkan tingkat resikonya. Dalam hal pengungkapan yang dilakukan harus sesuai dengan PSAK 102 tentang Penyajian Laporan Keuangan Syariah namun harga perolehan persediaan murabahah tidak diungkapkan secara terperinci. Piutang murabahah akan disajikan sesuai dengan nilai bersih yang telah direalisasikan , yakni saldo piutang murabahah dikurangkan dengan penyisihan kerugian piutang. Margin murabahah tangguhan disajikan sebagai pengurang piutang murabahah.
PENGUATAN NILAI PANCASILA MELALUI KOMIK SEJARAH PANCASILA PADA KELAS TINGGI DI SDN BABALAN SUMENEP Punggeti, Ratna Novita; Arifin, Miftahol
ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar Vol 6 No 1 (2022): FEBRUARI
Publisher : UNIVERSITAS MUHAMMADIYAH SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/else.v6i1.12144

Abstract

Penelitian ini bertujuan untuk Menguatkan Nilai Pancasila melalui Komik Perumusan Pancasila Pada Kelas Tinggi yakni kelas 6 SDN Babbalan Sumenep. Metode penelitian yang digunakan adalah deskriptif kuantitatif yang bermaksud guna menguraikan dan menjelaskan suatu kejadian fenomena dengan menggunakan angka prosentase yang menggambarkan karaktersitik subjek yang diteliti. Teknik pengumpulan data pada penelitian ini berupa angket respon siswa dan hasil belajar siswa yang disebarkan sebelum dan sesudah membaca Komik Perumusan Pancasila pada responden. Teknik analisis data didapatkan dari prosentase angket respon siswa dan hasil tes soal yang diberikan kepada siswa guna mengukur tingkat pemahaman siswa tentang proses perumusan Pancasila setelah siswa membaca Komik Perumusan Pancasila. Siswa kelas enam SDN Babbalan yang berjumlah 20 siswa, memberikan respon positif melalui hasil angket yang didapatkan rata – rata keseluruhan aspek sebesar 92% yang artinya siswa memahami dan tahu proses perumusan Pancasila dari Komik Perumusan Pancasila. Dan ketuntasan dalam memahami konsep perumusan Pancasila dari Komik Perumusan Pancasila ini adalah 100% secara keseluruhan. Jadi, dapat disimpulkan bahwasanya Komik Perumusan Pancasila dapat menguatkan nilai Pancasila pada diri siswa.
MODEL KOMUNIKASI CSR PERUSAHAAN BUMN DI INDONESIA; PENDEKATAN SOCIAL NETWORK ANALYSIS Arifin, Miftahol; Hafidhah, Hafidhah; Rofik, Mohammad
J-ESA (Jurnal Ekonomi Syariah) Vol 5 No 1 (2022): Juni
Publisher : Program Studi Ekonomi Syariah IAI Muhammadiyah Bima

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52266/jesa.v5i1.1005

Abstract

Dalam bidang hubungan masyarakat, organisasi dan CEO sering menggunakan tiga platform berbeda untuk berkomunikasi dengan para pemangku kepentingan mereka: intranet perusahaan, situs web perusahaan, dan media sosial. Di antara ketiga platform ini, media sosial mungkin adalah yang paling populer. Penelitian ini bertujuan untuk membahas masalah seputar komunikasi tanggung jawab sosial perusahaan (CSR) melalui media sosial. Komunikasi tanggung jawab sosial perusahaan (CSR) menjadi semakin penting untuk meningkatkan visibilitas merek dan perusahaan itu sendiri. Media sosial mungkin merupakan platform yang sangat cocok untuk kasus ini, mengingat kemampuannya untuk mendorong dialog dan difusi konten. Penelitian ini menarik karena dilakukan pada perusahaan pelat merah (BUMN), dimana terkadang penyaluran CSR dipengaruhi oleh kebijakan pemilik saham utama yaitu pemerintah. Sehingga dengan demikian pola komunikasi CSR juga dimungkinkan terdapat perbedaan dengan perusahaan lainnya Penulis melakukan analisis konten pada halaman Twitter, dari perusahaan tersebut. Ini dilakukan untuk menilai ruang lingkup interaksi antara organisasi dan para pemangku kepentingannya. Langkah pertama dalam pengumpulan data adalah mengidentifikasi profil Twitter dari semua perusahaan. Kemudian melakukan analisis SNA (Social Network Analysis) untuk mengetahui pola komunikasi dan interaksi pemangku kepentingan dengan perusahaan. Hasil studi menunjukkan bahwa perusahaan yang BUMN yang diamati kurang melakukan komunikasi CSR pada media Twitter yang dikelolanya. Konten terkait pemasaran lebih mendominasi dibandingkan dengan posting yang berisi CSR. Temuan juga menyimpulkan bahwa perusahaan BUMN belum secara serius mengelola media sosial Twitter sebagai platform untuk komunikasi CSR degan segenap stakeholder. Studi ini memberikan wawasan penting pada aspek-aspek penting dari komunikasi tentang masalah CSR di situs jejaring sosial seperti Twitter dan membuat beberapa rekomendasi praktis untuk perusahaan.
TEXTBLOB-BASED SENTIMENT ANALYSIS OF TABUNGAN PERUMAHAN RAKYAT (TAPERA) POLICY: A PUBLIC PERCEPTION STUDY Faturohman, Muhammad Iqbal; Arifin, Miftahol
J@ti Undip: Jurnal Teknik Industri Vol 20, No 1 (2025): Januari 2025
Publisher : Departemen Teknik Industri, Fakultas Teknik, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jati.20.1.11-20

Abstract

TAPERA (Tabungan Perumahan Rakyat) has generated considerable debate in Indonesia. Intended to assist low-income communities with affordable housing, the program has faced criticism due to policy inconsistencies and mandatory monthly contributions, which some argue impose significant financial burdens on participants. Concerns about the transparency and accountability of fund management further complicate its reception. This study utilizes sentiment analysis with the TextBlob library within Google Colab to evaluate public opinions on TAPERA. The research involved collecting data from YouTube comments via the API, followed by data preprocessing through six stages: Data Cleaning, Stopword Removal, Tokenization, Normalization, Stemming, and Translation. Sentiments were then analyzed using TextBlob, with the final dataset comprising 2,228 comments. The sentiment analysis revealed that 76% of the comments were negative, 23% positive, and 1% neutral. The predominance of negative sentiment indicates widespread dissatisfaction, suggesting issues with TAPERA’s effectiveness, coverage, and implementation. Negative feedback reflects broader concerns about transparency and communication. These findings highlight the need for continuous evaluation and transparent communication to enhance TAPERA’s effectiveness and address public concerns. Sentiment analysis proves to be a valuable tool for gauging public perception and guiding policy refinements, ensuring that the program aligns more closely with community needs and expectations.
Manajemen Keuangan Pondok Pesantren ARIFIN, MIFTAHOL
FIKROTUNA: Jurnal Pendidikan dan Manajemen Islam Vol. 5 No. 2 (2016): FIKROTUNA: Jurnal Pendidikan dan Manajemen Islam
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Institut Agama Islam Al-Khairat Pamekasan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32806/jf.v4i2.2745

Abstract

There are three factors that has significant role in the organization of Islamicboarding school system. Those are, management as the factor of efforts, theorganization as the factor of Facility, and the administration as the factor ofintention. These three factors give direction and cohesion in defining, controlling,organizing, supervising and assessing the implementation of the policies in aneffort to organize educational activities in accordance with the aim of every Islamicboarding school.One of the components of management in an effort to Islamic boarding schoolis financial management. Financial management of the Islamic boarding school isan activity undertaken in order to achieve the purpose of boarding schools that hadplanned to develop and manage resources and sources of funding and the potentialheld in the boarding school system effectively and efficiently. This activity can bestarted from the planning, organizing, implementing up to scrutiny. In thefinancial management at the school began with budget planning up to monitoringand financial accountability.Financial management of the Islamic boarding school is one of the substancesmanagement of educational institutions which will in turn determine the smoothoperation of the Islamic boarding school. As the case on the substance of educationin general management, financial management activities of the boarding schoolshould be done through the process of planning, organizing, directing,coordinating, monitoring or controlling. Some activities such as financialmanagement and assign an activity to obtain funding sources, utilization of funds,reporting, inspection and accountability.AbstrakAda tiga faktor yang berperan dalam sistem penyelenggaraan PondokPesantren yaitu, manajemen sebagai faktor upaya, organisasi sebagai faktorSarana, dan administrasi sebagai faktor karsa. Ketiga faktor ini memberiarah dan perpaduan dalam merumuskan, mengendalikan,penyelenggaraan, mengawasi serta menilai pelaksanaan kebijakankebijakan dalam usaha menyelenggarakan kegiatan pendidikan yangsesuai dengan tujuan setiap Pondok Pesantren.Salah satu komponen manajemen sebagai upaya dalam pondokpesantren adalah manajemen keuangan. Manajemen keuangan pondokpesantren merupakan kegiatan yang dilakukan guna mencapai tujuanpondok pesantren yang telah direncanakan dengan mengembangkan danmengelola sumber daya dan sumber dana serta potensi-potensi yangdimiliki dalam sistem pondok pesantren secara efektif dan efisien. Kegiatanini dapat dimulai dari perencanaan, pengorganisasian, pelaksanaan sampaidengan pengawasan. Dalam manajemen keuangan di sekolah tersebutdimulai dengan perencanaan anggaran sampai dengan pengawasan danpertanggung jawaban keuangan.Manajemen keuangan pondok pesantren merupakan salah satusubstansi manajamen lembaga pendidikan yang akan turut menentukankelancaran kegiatan pondok pesantren. Seperti halnya yang terjadi padasubstansi manajemen pendidikan pada umumnya, kegiatan manajemenkeuangan pondok pesantren seyogyanya dilakukan melalui prosesperencanaan, pengorganisasian, pengarahan, pengkoordinasian,pengawasan atau pengendalian. Beberapa kegiatan manajemen keuanganberupa kegiatan memperoleh dan menetapkan sumber-sumber pendanaan,pemanfaatan dana, pelaporan, pemeriksaan dan pertanggung jawaban.
Pendidikan Multikultural di SMAN 1 Masalembu Sumenep (Studi Pada Mata Pelajaran Pendidikan Agama Islam Aspek Fiqh) Arifin, Miftahol
FIKROTUNA: Jurnal Pendidikan dan Manajemen Islam Vol. 6 No. 2 (2017): FIKROTUNA: Jurnal Pendidikan dan Manajemen Islam
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Institut Agama Islam Al-Khairat Pamekasan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32806/jf.v6i2.3094

Abstract

The variety of culture in small islands of Sumenep regency has some uniqueness to be observed. For instance, the ethnic group in Masalembu island consist of Bugis, Mandar, Button, Bajo, Java and Madurese. That culture variety (multiculture) need an education innovation especially in Islamic education at Masalembu Junior High School 1 Sumenep. Multiculture education is a learning way that is oriented to the process of making personality and attitude of students to make them understand about plurality, equality, and tolerance to others in the society. Furthermore, the writer try to observe about Multiculture Education at Masalembu Junior High School 1 Sumenep through a teaching model to Islamic education subject of Fiqh side which the students condition is vary in ethnic groups and culture. This research is a qualitative field research using descriptive approach. The data collection in this research using observation, interview, and documentation. The result of the research shows that Multiculture Education through acomodative strategy is a learning process that give knowledge to the students about culture, tradition, attitude patterns in society and become an identity for future progress of individually and the society itself. Through this teaching strategy Multiculture Education can be applied in Masalembu Junior High School 1 Sumenep. Acomodative Learning Model at Masalembu Junior High School 1 Sumenep has a clear lesson plan, so that students able to have appreciatiation and positive impact to the students who has different culture in the classroom and able to understand the culture variety in their society. The students’ appreciation in the classroom shows that they have pluralist attitude. There is no differences or similarity and tolerance to their friends inside or outside the classroom. Whereas, the appreciation of students to the society shows that the students able to understand the differences between Islamic education of Fiqh side that they received at school and the plurality of culture in their society.
Green Marketing: The Role of Environmental Knowledge As A Moderating Variable Purwanto, Edy; AR, M. Munir Syam; Arifin, Miftahol
Sinergi International Journal of Management and Business Vol. 3 No. 2 (2025): May 2025
Publisher : Yayasan Sinergi Kawula Muda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61194/ijmb.v3i2.393

Abstract

In this era of sophisticated and knowledge-based technology, public awareness of environmental issues has increased significantly throughout the world. Problems related to the environment and its negative impacts are currently a global issue. This research utilizes four dimensions of the green marketing mix, as well as environmental knowledge and purchase intentions. The aim of this research is to analyze the influence of green marketing mix elements, namely product, price, promotion and place, on the purchasing intentions of generation Z consumers in Sumenep. Then, what is the role of environmental knowledge as a moderating variable in the relationship between green marketing mix and purchase intention? The approach used is a quantitative approach. The location of this research was carried out in Sumenep Regency. The objects used in this research are environmentally friendly products. The number of respondents involved in this research was 192 people, who were selected using the purposive sampling method. Data was collected by distributing questionnaires directly to respondents. Hypothesis testing was carried out using multiple linear regression analysis and Hierarchical Moderated Regression (HRM). The research results show that the green product variable does not have a significant influence on consumer purchase intentions. Meanwhile, the green price, green place and green promotion variables partially show a significant positive influence on purchase intention. Testing the moderating effect of environmental knowledge shows that the environmental knowledge variable moderates the influence of green products, green price, and green promotion on purchase intentions, but environmental knowledge does not moderate the influence of green places on consumer purchase intentions.