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All Journal Jurnal Media Infotama Jurnal Teknologi Jurnal Dinamika Pengabdian (JDP) JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Ilmiah Sinus Jurnal Informatika Global Jurnal Kridatama Sains dan Teknologi Building of Informatics, Technology and Science Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Jurnal Teknologi Dan Sistem Informasi Bisnis REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) JUKI : Jurnal Komputer dan Informatika Infotech: Journal of Technology Information Journal of Computer Networks, Architecture and High Performance Computing Jurnal Restikom : Riset Teknik Informatika dan Komputer JOURNAL SCIENTIFIC OF MANDALIKA (JSM) Jurnal Ilmiah Wahana Pendidikan Jurnal Pengabdian kepada Masyarakat Bulletin of Computer Science Research KLIK: Kajian Ilmiah Informatika dan Komputer Jurnal Media Informatika Bulletin of Information Technology (BIT) International Journal Software Engineering and Computer Science (IJSECS) Jurnal Ilmiah SIGMA: Informatics Engineering Journal of UPB Jurnal Informasi Sains dan Teknologi (ISAINTEK) Jurnal Ilmu Komunikasi Dan Media Jurnal Informatika Teknologi dan Sains (Jinteks) Formosa Journal of Computer and Information Science Jurnal Teknik Mesin, Industri, Elektro dan Informatika Jurnal Penelitian Rumpun Ilmu Teknik Jurnal Pengabdian West Science SABAJAYA Jurnal Pengabdian Kepada Masyarakat Jurnal Lentera Pengabdian Kohesi: Jurnal Sains dan Teknologi Jurnal Pelita Pengabdian SAINTEK Dedikasi : Jurnal Pengabdian Lentera Cahaya Pengabdian
Abdul Halim Anshor
Universitas Pelita Bangsa
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Public Health Social Sciences Other

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Strategi Pengembangan E-Commerce Dalam Rangka Memajukan UMKM Untuk Pembangunan Berkelanjutan Abdul Halim Anshor
Prosiding Sains dan Teknologi Vol. 1 No. 1 (2022): Seminar Nasional Sains dan Teknologi (SAINTEK) ke 1 - Juli 2022
Publisher : DPPM Universitas Pelita Bangsa

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Abstract

Currently, the development of information technology is very fast, this is able to create various kinds of changes in life into the digital world, one of which is the digital economy. This condition has created digital technology in the economic field, namely E-commerce which is an activity of distributing, selling, purchasing, marketing products (goods and services), by utilizing the internet network. With the globalization of information technology has brought the economy to sharp competition among business actors, both local and international. Economic development in Indonesia cannot be separated from the role of micro, small and medium enterprises (MSMEs). The number of MSMEs in Indonesia is always increasing from year to year. The pandemic condition has made the Indonesian and world economies experience a very significant decline, this demands the need for innovation in existing economic problems. one of them is by developing an E-commerce strategy in the field of micro, small and medium enterprises (MSMEs), where it is hoped that this step can help in economic recovery, especially in Indonesia so that sustainable development can be realized in this country. The research carried out aims to determine the E-commerce development strategy to promote MSMEs with qualitative and quantitative SWOT (Strength Weakness Opportunity Threat) analysis methods. From this research, it is known the current condition of E-Commerce development and how the strategy is to advance existing MSMEs, taking into account the strengths and weaknesses as well as existing opportunities and threats, the position of MSMEs by adopting E-Commerce has the opportunity to grow big and advance so that this can be achieved. contribute to the sustainable development of the country. Keywords: Digital, E-commerce, Pandemic, MSME, SWOT
Optimasi Prediksi Diabetes Mellitus Menggunakan Komparasi Random Forest dan SVM dengan Analisis Pemilihan Fitur Berbasis SHAP Aswan Supriyadi Sunge; Dendy K. Pramudito; Abdul Halim Anshor; Edy Widodo
Prosiding Sains dan Teknologi Vol. 4 No. 1 (2025): Seminar Nasional Sains dan Teknologi (SAINTEK) ke 4 - Februari 2025
Publisher : DPPM Universitas Pelita Bangsa

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Abstract

Diabetes Mellitus merupakan masalah kesehatan di dunia yang sangat signifikan maka dari itu dibutuhkan prediksi dini dan akurat. Penelitian ini bertujuan untuk mengoptimalkan prediksi dengan membandingkan model Machine Learning (ML) dengan Random Forest dan Support Vector Machine, yang ditingkatkan dengan analisis SHAP (SHapley Additive exPlanations) untuk mencari fitur tertinggi atau berpengaruh. Penelitian ini menggunakan dataset yang terdiri dari 1000 data pasien dengan 14 fitur, dan 1 kelas. Preprocessing melibatkan pembersihan data dan duplicate, dilanjutkan dengan testing dan training data, dan hasil pengujian dengan model Random Forest mendapatkan akurasi 99%, sementara SVM mencapai 86%, lalu pengujian analisis SHAP mengungkapkan bahwa Age, Urea dan Kreatinin adalah fitur yang paling berpengaruh dari fitur yang lainnya. Hasil analisis perbandingan menunjukkan bahwa mengungguli dalam hal akurasi prediksi secara keseluruhan, dan ini sangat berkontribusi pada peningkatan metode prediksi yang optimal dan sebagai parameter klinis utama untuk diagnosis.
Co-Authors Abdul Ghofar Abiyyu, Muhammad Dzaki Achmad, Ivan Faturrochman Adi Kurniawan Afriantoro, Irfan Agung Nugroho Aguswin, Ahmad ajizah, imah rotul Akromusyuhada, Akhmad Al Godzali, Galva Albedri, Muhammad Amali Amali Amartha, Alif Nur Fathlii Anas, Muhamad Abdul Anggara, Bastian Anggraeni , Tatia Deswita Ansyah, Ery Argiansah P, Rieval Arie Miftah Budiman Asep Muhidin Assidiki, Hasbi Aswan Supriyadi Sunge Athallah , Rafif Isdarufa Ayubi, Muhammad Din Al Badrul Munir, Badrul Bina, Sabina Oktaviani Hermilia Butsianto, Sufajar Clarita, Anggita Risqi Nur Danuyasa, Abiyanfaras Darmawan, Diki Dendy K. Pramudito Dita , Silvi Fara Dita, Silvi Fara Djawas, Fathia Wardah S. Dodit Ardiatma Edora Edora Edy Widodo Edy Widodo Erdi Erdi, Erdi Erianto, Erick Erikasari, Vivie Zuliani Fadhillah, Faizah Via Fadillah, Muhammad Zidan Farrasanto, Akram Fatchan, Muhammad Fauzi Ahmad Muda Febri Tri Arie Sakti Ferdiansyah, Febby Fermana, Yudi Fernanda, Arif Fiqih Alfiansyah Zahari Ghufron Malik Harits, Dalhats Abiyyu Idzal Hary Alfarizi Hasbiallah, Muhammad Herisaputra, Rizky Igel Huda, Miftakul Irawan, Teddy Kartini, Tri Mulyani Kholid Wahyudi Kinasih, Sekar Latifah Nurhasanah, Reka Hani Lubis, Birrham Efendi Maharani, Tyanshi Firli Maulana, Donny Maulana, Fariz Mawabagja, Dico Miftahul Huda Mochammad Imron Awalludin Moh. Restu Nur Rizki Muhamad Fatchan Muhamad Ridwan Muhammad Abdul Rahman Wahid muhidin, asep Mujizat, Hafidza Dafariz Mulqiya, Wafha Zahra Najamuddin Dwi Miharja, Muhammad Novianti, Annisa Dwi Novitasari, Aas Nugraha, Rhendy Diki Nugroho, Azwar Anas Agung Nugroho, Irvan Nuraini, Fadilah Nurcahyo, Danang Nurcholilah Nurcholilah Nurhadi Surojudin Nurhaliza, Zahra Oktavianti, Risma Nadia Perdana, Maulana Zidan Pertiwi Dwi Ningsih Prasetya, Ferdyana Eka Pratama, Hendri Purwanti purwanti, purwanti PUTRI, TIARA Raehan, Muhamad Rafi Suswidia Rafiandi, Junian Rahardjo , Sugeng Budi Rahardjo, Sugeng Budi Raharjo, sugeng budi Rahayu, Nia Dwi Rahma, Syifa Aurellia Rahman, Farjul Ramadhani, Faiz Dzaki Respiar, Boby Retno Purwani Setyaningrum Ridwan Ahri Rifqi, Ifan Aly Rismawati Rismawati Rismawati Sadewo, Riski Probo Safrudin , Nurkholik Safrudin, Nurkholik Saputra, Wisnu Ikhwansyah Sarikun, Ahmad Nurdien Shandy, Ery Sianturi, Feibert Sihombing, Johanes Mula Febrian Sugeng Budi Rahardjo Suherman Suherman Sulaeman, Asep Arwan Susilo, Hendrik Ardhi Syahrul Gunawan Taryadi Taryadi Tedi, Nanang Tri Ngudi Wiyatno umah, Nadiatul Valerian, Kumara Davin Wahyu Hadikristanto Wangsadanureja, Miftah Wibowo, Mohamad Hegar Sukmana Wilianto Wilianto Windi Windi, Windi Wiyanto Wiyanto Yudanto , Faisal Arya Zakaria, Nur Fajar Zulaeha Zulaeha Zy, Ahmad Turmudi