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Economics Jurnal Akademik Pengabdian Masyarakat JURNAL MULTIDISIPLIN ILMU AKADEMIK Jurnal Kesehatan Jurnal Indonesia : Manajemen Informatika dan Komunikasi Journal of Electrical, Electronic, Mechanical, Informatic and Social Applied Science Life Science and Biotechnology Jurnal ELTEK Modem : Jurnal Informatika dan Sains Teknologi Neptunus: Jurnal Ilmu Komputer dan Teknologi Informasi Karya Nyata: Jurnal Pengabdian Kepada Masyarakat Multidisciplinary Indonesian Center Journal Holistik Jurnal Kesehatan International Conference on Digital Advanced Tourism, Management, and Technology ACTIVE: Journal of Physical Education, Sport, Health and Recreation Jurnal Pendidikan dan Sosial Humaniora The International Journal of Studies in Social Sciences and Humanities (IJOSSH) Moccasin Journal De Public Perspective Journal of Multidisciplinary Sustainability Asean Jp.jok (Jurnal Pendidikan Jasmani, Olahraga dan Kesehatan) Paradigma: Jurnal Filsafat, Sains, Teknologi, dan Sosial Budaya Prospect : Jurnal Manajemen dan Akuntansi
Adi Sucipto, Adi
Universitas Teknokrat Indonesia
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Meningkatkan Kesejahteraan di Tempat Kerja: Pelatihan Pengendalian Ergonomi dan Bahaya Kesehatan bagi Pekerja Bank Sampah di Kota Depok Safitri, Dian Mardi; Sari, Indah Permata; Azmi, Nora; Adisuwiryo, Sucipto; Septiani, Winnie; Rahman, Muhammad Ghifari; Az Zahra, Nabilla Khairunnisa; Khairani, Faiza Dhiya
Abdimas Galuh Vol 8, No 1 (2026): Maret 2026
Publisher : Universitas Galuh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25157/ag.v8i1.21582

Abstract

Pekerja bank sampah kerap menghadapi risiko ergonomi akibat postur kerja tidak netral, pengangkatan beban berat, dan minimnya  pemahaman tentang keselamatan dan kesehatan kerja. Kegiatan pengabdian ini bertujuan utnuk meningkatkan pengetahuan dan keterampilan pekerja Bank Sampah Induk Rumah Harum Kota Depok dalam mengidentifikasi dan mengendalikan bahaya. Bentuk kegiatan pengabdian adalah pelatihan dan penyuluhan. Hasil kegiatan menunjukkan peningkatan pemahaman peserta terhadap konsep ergonomi yang diharapkan dapat membawa perubahan perilaku kerja yang lebih aman. Peserta pelatihan memperoleh media edukasi ergonomi dan model praktik yang direplikasi berkaitan dengan bentuk pencegahan risiko ergonomi yang sederhana dan menyenangkan. Kegiatan ini tidak hanya berdampak bagi mitra., tetapi juga memperkuat data lapangan untuk pengembangan riset di bidang ergonomi, kesehatan dan keselamatan kerja. Pelibatan aktif peserta menjadi kunci keberhasilan program dan mendukung terciptanya budaya kerja sehat di sektor informal.
Optimasi Kinerja Algoritma K-Nearest Neighbor melalui Metode Random Forest untuk Klasifikasi Penyakit Ginjal Achmad Hakim Qoirul Haq; Harminto Mulyo; Adi Sucipto
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 10 No 3 (2026): JULY 2026
Publisher : Lembaga Otonom Lembaga Informasi dan Riset Indonesia (KITA INFO dan RISET) - Lembaga KITA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v10i3.6372

Abstract

Chronic Kidney Disease (CKD) is a chronic disease with a continuously increasing prevalence rate and requires early detection to prevent disease progression. This study aims to optimize the performance of the K-Nearest Neighbor (K-NN) algorithm in the classification of chronic kidney disease through the application of the Random Forest method. The dataset used comes from Kaggle and consists of 400 patient data with 26 clinical attributes. The research stages include data pre-processing in the form of handling missing values, categorical data transformation, feature normalization, and data division into training data and test data with a ratio of 80:20. Random Forest is used as a comparison method and optimization approach, while K-NN is used as the main classification algorithm. Model performance evaluation is carried out using accuracy, precision, recall, F1-score, and confusion matrix metrics. The test results show that the Random Forest algorithm obtains an accuracy value of 98.75%, while the K-NN algorithm produces an accuracy of 96.25%. These results prove that the application of Random Forest is able to optimize the performance of K-NN in the classification of chronic kidney disease effectively.
Pengaruh Harga Paket dan Kualitas Jaringan Internet Terhadap Loyalitas Pelanggan Telkomsel di Wilayah Desa Kaliglagah Arma Rezaldy; Nur Edi Cahyono; Adi Sucipto
Prospect : Jurnal Manajemen dan Akuntansi Vol. 13 No. 1 (2024): Prospect : Jurnal Manajemen dan Akuntansi
Publisher : STIE Rajawali Purworejo

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The purpose of this study was to examine the effect of package price and network quality on customer loyalty of Telkomsel cards in the Kaliglagah Village area. The sampling technique in this study used a non-probability technique, namely the incidental sampling technique. The population of Telkomsel card users is infinite so that the number of samples in this study was calculated using the Lemeshow formula with the results of 100 respondents. The data analysis techniques used in this study were the Likert scale, validity and reliability tests. Correlation coefficient test, multiple linear regression test, determination analysis, t test, and F test. The results of the multiple linear regression test calculation number Y = 6.105 + 0.411X1 + 0.252X2 showed that every increase in one score for the package price variable is an increase in customer loyalty by 0.411, every increase in one score for the network quality variable will be an increase in customer loyalty by 0.252. The determination test obtained a determination coefficient of 0.559 that the customer loyalty variable can be influenced by the package price and network quality variables by 55.9%. From the t-test, it can be concluded that the package price variable (X1) has a positive and significant effect on the customer loyalty variable because it has a significance of 0.000 (P>0.05) and a calculated t value> t table (4.601> 1.984), meaning that the package price variable (X1) has a positive and significant effect on customer loyalty (Y). The same applies to the network quality variable (X2) which has a significance of 0.000 (P>0.05) and a calculated t value> t table (3.086> 1.984), so it can be concluded that the network quality variable (X2) has a positive and significant effect on consumer loyalty (Y). Customer loyalty can be increased by providing additional facilities on the card in the form of affordable Telkomsel card prices, and maintaining stable network quality.
Sistem Rekomendasi Film Menggunakan Algoritma Natural Language Processing Berbasis Web Ahmad Rifan Akmal Farizal; Adi Sucipto; Teguh Tamrin
JUKI : Jurnal Komputer dan Informatika Vol. 8 No. 1 (2026): JUKI : Jurnal Komputer dan Informatika, Edisi Mei 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53842/juki.v8i1.2386

Abstract

Perkembangan platform streaming digital yang semakin pesat mendorong meningkatnya kebutuhan akan sistem rekomendasi yang mampu memberikan saran film secara lebih personal dan sesuai dengan preferensi pengguna. Pendekatan yang umum digunakan masih bergantung pada metadata seperti genre dan rating pengguna, sehingga rekomendasi yang dihasilkan cenderung bersifat umum dan belum sepenuhnya mencerminkan isi cerita film. Penelitian ini mengembangkan sistem rekomendasi film berbasis web dengan memanfaatkan teknik Natural Language Processing untuk menganalisis sinopsis film sebagai sumber informasi utama. Metode Term Frequency–Inverse Document Frequency digunakan untuk mengubah teks menjadi representasi numerik, sedangkan cosine similarity digunakan untuk mengukur tingkat kemiripan antar sinopsis film. Penelitian ini menggunakan pendekatan terapan dan eksperimental yang mencakup tahapan pengumpulan dataset, preprocessing teks (case folding, tokenization, stopword removal, dan stemming), pembentukan representasi vektor, perhitungan nilai similarity, serta evaluasi sistem. Hasil pengujian menunjukkan bahwa nilai similarity yang dihasilkan mampu menggambarkan tingkat kemiripan antara film yang dijadikan input dengan film yang direkomendasikan, di mana semakin tinggi nilai similarity maka semakin tinggi pula tingkat kesesuaian konten cerita antar film. Berdasarkan hal tersebut, penelitian ini bertujuan untuk merancang dan mengimplementasikan sistem rekomendasi film berbasis web menggunakan teknik Natural Language Processing dengan metode TF-IDF dan cosine similarity guna menghasilkan rekomendasi film yang lebih relevan berdasarkan kemiripan sinopsis.
Analisis Data Penjualan Sepatu pada Toko MNNZR.ID Menggunakan Algoritma Apriori dan FP-Growth Mohammad Nabil Nizar; Sarwido Sarwido; Adi Sucipto
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 10 No 4 (2026): OCTOBER 2026
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA), Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v10i4.7014

Abstract

This study aims to analyze consumer purchasing patterns and compare the performance of Apriori and FP-Growth algorithms using sales transaction data from MNNZR.ID shoe store. A quantitative comparative approach was applied to 520 transaction records collected between June 2023 and January 2025. The data were preprocessed and transformed into a market basket format using one-hot encoding, followed by association rule mining with variations in minimum support and confidence. The results indicate that both algorithms generate identical association rules with similar values of support, confidence, and lift. The strongest rule found is (NB, Adidas, Puma) to Nike, with a confidence of 52.63% and a lift value greater than 1, indicating a positive correlation. However, FP-Growth demonstrates better computational efficiency compared to Apriori. These findings show that association rule mining can effectively support data-driven marketing strategies such as product bundling and cross-selling in retail businesses.
Co-Authors ., Rusliyawati AA Sudharmawan, AA Achmad Afandi Achmad Hakim Qoirul Haq Adams Bagus Pratama Ade Nurhayati, Ade Adhamatika, Adhima aditya Gumantan Aditya Gumantan Afifudin Afifudin Afriansyah, Indra Aftirah, Nadia Agatha Sri Widyanti Hastuti, Maria Agung Yuda Aswara Agus Hermawan Agus Wantoro Ahdan, Syaiful Ahmad Andi Ilhamway Nediansyah Ahmad Fahriyannur Ahmad Fahriyannur Rosyady, Ahmad Fahriyannur Ahmad Farhan Ahmad Haris Hasanuddin Slamet Ahmad Lani Ahmad Lani, Ahmad Ahmad Rifan Akmal Farizal Ahmad Tamrin Sikumbang Akbar Satria Fitriawan Akhmad Surya Kuncara Albaab, Mochammad Rifki Ulil Alfian Yahya Alimuddin Altasya Putri Rahmardika Alvi Suhartanto Amal Witonohadi Amal Witonohadi Amelia Ayuningtyas Amestiasih, Tia Amigo, Thomas Aquino Erjinyuare Ananda, Dhea Putri Anas Rosyid Dian Andi Nurkholis Andika Setiawan, Andika Andini Reska Putri Andri Wijaya Angga Saputra Anhar Anim Anim Anna Probowati Annisa Eka Kurniawati Aofal, Reza Ardana, Mohammad Dwiky Riza Ardhyansyah, Rifky Ardi Zulkarnais Ardiansyah Harahap Ardiansyah, Dino Ari Sulistiawati Arief Budiman Aries Triatna Arif Mohammad Siddiq Arifin, Hasan Nur Arisandi, Rendis Eka Ariyanto Nugroho Arma Rezaldy Arsinta Maissy Rantung Aryanto, Eddy Asmunir Aswara, Agung yuda Ayu Sholihah Az Zahra, Nabilla Khairunnisa Azhar Baginda Oloan Lubis Bambang Cholis Bambang Siswojo Bernard Jeffersen, Samuel Boru, Dhelsiana Rambu Desi Br Simanjorang, Eta Hosana Eka Rizti Br Situmorang, Eta Hosana Eka Rizti Brata, Ewaldo Bustomi Romdhon Caesar, Marcel Patulus Cahaya Citra Azzahro Cahyono, Octavian Dava Putra Cetageti, Amanah Chairiyah, Muti Amanda Chindy Hanggara Rosa Indah Christin Hasibuan Christoffel, Christoffell Cipto Wardoyo Cornelia D.Y. Nekada Cristin Wiyani Dadet Pramadihanto Daffa Agung Nugroho Damayanti, Damayanti Dani Saputra Danu Dananjaya David, Hufajar Wiliam Dedi Irawan Dedy Irawan Denny Trias Deodatus Difta Desty Ervira Puspaningtyas Desty Puspaningtyas Dewanto, Raden Sanggar Dewi Shanti Nugrahani Dhea Putri Ananda Dhodit Rengga Tisna Dhony Manggala Putra Dian Mardi Safitri Diki Candra Yuwono Dimas Aswito Diyah Ayu Widyaningrum Docki Saraswati Dodi Hermawan Doheir, Mohamed Donaya Pasha Dorina Hetharia Dwi Endah Kurniasih Dwi Kasfarina Dwita Mukti Rahmawati Dyiono Dyiono Dyiono, Dyiono Eka Rahma Saputri Elfira Febriani Harahap Elityasari, Cindy Nur Endang Sumarti Erliyan Redy Susanto Erliyan Redy Susanto Ery Achmad Farid Setya Fadilla, Rizki Fahmi Sugesti Faisal Mahmuddin Fajarina Lathu Asmaran Fajarina Lathu Asmarani Faturrahman, Kharis Faudzan, Panca Mahmuda Febiyanita, Anggun Febriani, Elfira Febriyanita, Anggun Ferian Rizkyka Triswara Firdaus Firdaus Firdausi, Qotrunnada Fitri Fitri Fitriana, Lala Budi Fitriyana Fitriyana Gaizka Fatystita Kania Garamba, Niscaya Filijomasi Getha Puji Lestari Gun Sudiryanto Gunawan Gunawan Gusti Ayu Saraswati Gusti Firmansyah Guterres, Joaninha Da Costa Habib Rizky A.Siregar Hamidi, Eki Ahmad Zaki Hamzah Harahap, Elfira Febriani Hari Sulistyowati Haris Asysyauqi Harun Ahmad Hasnira Hasnira Hasnun Jauhari Ritonga Hatta, M. Putra Heri Pratikto Heri Suwarno Hesti Respatiningsih Hikmal Fajar, Attoric I Ketut Wahyu Gunawan Iba, Khairil Idrus Sahar Muhammad Ika Wahyu Utami Ikhu Muhibatul Umaya Ilyas David Sijabat Ilyas Noor Firdaus Indah Permata Sari Indira Larasati Indrianingsih Inka Nusamuda Pratama Iqbal Isnsan Athok Ismaliyanti, Ismaliyanti Ismaya, Dayu Iveline Anne Marie johansyah johansyah Johansyah Johansyah Julham Dalimunthe Jupriyadi Jupriyadi Jupriyadi, Jupriyadi Kabau, Nanda Khairani, Faiza Dhiya Kholiq, Nur Khomarudin, Agus Nur Kuncara, Akhmad Surya Kurniasih, Dwi Endah Kuswantoro, RBH Laila, Abhinaya Fahar Lailatul Qomariah Larasati Rizky Putri Lazuardi, Mochammad Enrique Lelono, Asmoro Leny Meilisa Lestari, Getha Puji Lestari, Tri Wahyu lia damayanti simanjuntak Listiyawan, Heri Lukman Anugrah Agung Luqman Faatih Al Din Luturmas, Ametkabal K. Lya Nurul Ulla M Shalahudin Ayubi F Maori, Nadia Anissa Mardika Sari, Puspita Maria Ainun Nazar Martain, Martain - Mashud Maulana, Muhammad Reza Maulidiah, Rina Hayati Michael Yonatan Kristanto Miftahur Rahman Mitra Agus Telaumbanua Moch. Aditya Febriza Mochammad Enrique Lazuardi Ramadany Mochammad Rifki Mochammad Rifki Ulil Albaab Moh. Ferdi Andriansyah Mohammad Nabil Nizar Muflih Muflih Muflih, Muflih Muhammad Agie Kencono Muhammad Al Kahfi Masputra Muhammad Amin Hasibuan Muhammad Fauzan Ramadhani Muhammad Hamdan Sobirin Muhammad Hasbi Muhammad Jufri muhammad muslim Muhammad Nur Kosim Muhammad Yusuf Zamzami Muhaqiqin muhaqiqin Muhawid AL Ken Mulyo, Harminto Mulyo, Harminto Mulyo Mursalim Mursalim Nabila , Dinda Rambu Nabila Rahma Yusrilfa Trisyayanti Nabila Rahma Yusrilfa Trisyayanti Nadia Aftirah Nadira Iswari Narulita Nadya Adira Fabiani Najih, Muhammad Nana Rachmana Syambas Nazwar Hamdani Rahil Nensyah Permadani Ni Gusti Ayu Kade Widiastuti Nidyarini, Anita Nilla Nilla Nilla, Nilla Nisa Mahmuda Nisya Aulia Aziza Nora Azmi Novia Rahmawati NOVIA RAHMAWATI Novitasari, Revi Nugroho, Daffa Agung Nur Edi Cahyono Nur Halimah Nur, Ainul Yaqin Nurcholis Sunuyeko Nurcholis Sunuyeko, Nurcholis Nurkahfi, Galih Nugraha Nurkhozien, Mohammad Nurwahyuningsih Nurwahyuningsih Obriga Nathaniel Menayang Oman Unju Subandi Parwadi Moengin Parwadi Moengin Parwadi Moengin Pasaribu, A. Ferico Octaviansyah Pasha, Donaya Pranata, I Komang Suadana Adi Prasetya, Fachry Rizky Prasetyawan, Purwono Prayoga , Bima Priandika, Adhie Thyo PUDJI ASTUTI Puspaningtyas, Desty Ervira Puspita Mardika Sari Putu Rayi Anggita Putu Tessa Fadhila Qadhli Jafar Adrian Qadli Jafar Adrian Qonitatul Hasanah R Hadapiningradja Kusumodestoni R. Sapto Hendri Boedi Soesatyo Rafly Dwinanto Rahayu, Andi Rahimah, Aisyyiatur Rahmad Hidayat Rahmadani , Irianti Fitri Rahmadevi, Ade Galuh Rahman, Muhammad Ghifari Rahmawati, Dwita Mukti Rahmaya Sitorus Ramadhani, Muhammad Fauzan Ratna Mayasari Refi Zaini, Ahmad Renata Deby Sintia Retnaningsih, Listyana Natalia Reza Primadhana Reza Ramadhan Ridha Muldina Negara Rifqi Aji Widarso Riko Yosua Sinaga Rina Fitriana Rinda Ismalasari Rio Pratama Simanungkalit Ririn Wahyu Widayati Riskiono, Sampurna Dadi Rizky Ade Indriawan Rizky, Mochammad Lury Choirul Rohmat Indra Borman ROHMAT TULLOH Rohmawati, Dwi Asih Roji Wahyuddin Rosidi, Sakban Rosiyana Dewi Rusmiyatun Rusmiyatun Safira, Wilga Saifullah Saifullah Santi Damayanti Saputri, Mia Sari, Kevinda Sarwido Sarwido Sarwido Sarwido, Sarwido Sasminto, Sasminto Sattya Arimurti Sekar Ayu Wulandari Setiawansyah Setiawansyah Setyani, Tria Sihombing, Adestia Silvia Dewi Styaningrum Sinaga, Akbar Alfath Sinaga, Lida Khoirani Sintia, Renata Deby Siska Puspita Sari Siska Sari Siti Fadlilah Siti Fadlilah Siti Mahmuda Siti Nurdjanah Srg, Amelia Rosanti Stya Bagus Pujiatma Styaningrum, Silvia Dewi Suci Fitri Enggayani Sudarsono Sumarni Sumarni Sumarni Sumarni Surahman, Ade Susilo Bekti Syah, Nur Rahmad Syaiful Ahdan Syaiful Ahdan Syaiful Ahdan Syamsul Arif Hidayatulloh Akhsan Syamsul Maarif Syarifudin, Much Maschun Syifa, Muhammad Ghufron Tabah Wibisono, Hariyo Tamara Maharani Tegar Alam Qushoyyi Teguh Tamrin Thaha, M. Arsyad Thohir, Sasqia Salsabila At Tia Nanda Pratiwi Titik Purwati Tri Setyo Guntoro Tri Wahyu Lestari Triardianto, Dimas Trisyayanti, Nabila Rahma Yusrilfa Try Susanto Ulfa, Mariana Umami, Nailariza Utomo, Agus Priyo Vera Nadita Wahyu Pujianto Wakhdan, Wakhdan Widarti, Sulis Mukaryanah Wimbaningrum, Retno Winarno Winarno Windy Oktavia Winnie Septiani Wulandari, Sholihah Ayu Yani, Rama Yanti, Dara Rizky Yeyen Dwi Guntasir Yogatama, Marga Yohana Dian Puspitasari Yojana, Ratna Mira Yoshima Nekada, Cornelia Dede Yudhi Lestanata Yudhistira Lionel Yuni Afriani Yuni Afriani, Yuni Yunita Friscila Suryana Yuskhil Mushofi Yusra Fernando Yusrilfa Trisyayanti, Nabila Rahma Yusup Dwiyanto Zahra Kharisma Sangha Zhafira, Hafizha Rahma Zulfa, Nuri Kamalia Zulfadewina, Zulfadewina Zulherman Zulherman, Zulherman