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A Study Concentration Selection With a C4.5 Algorithm, KNN, and Naive Beyes Busyro, Muhammad; Astuti, Tri; Astrida, Deuis Nur; Arsi, Primandani; Subarkah, Pungkas
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 4 (2025): JUTIF Volume 6, Number 4, Agustus 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.4.4157

Abstract

The course of concentration is a crucial aspect for students at the university amikom purwokerto.This decision doesn't just affect their academic journey., but also determine their readiness in the face of the working world.Various factors that affect the concentration selection, the challenges that students face, as well as solutions to help them choose concentrations that fit their interests and career goals.There are still many students who have been confused in deciding which courses best fit their interests and career goals..This confusion is often caused by a lack of adequate information and proper guidance. This study attempts to analyze the lecture amikom purwokerto concentration of students in the universities of the use of the method c4.5 algorithm 3, k-neareset naighbors and naïve beyes. Academic student data used as the basis analysis to determine the dominance in the lecture concentration.Of the result of the research uses phon 60,24 % decision is, there are using k-neareset naighbors 75.36 % and use naïve beyes 100,00 % there are, the prediction could be the basis for deciding the lecture the concentration by mainstream student.The result is expected to help the university in recommended it to students study concentration related to the election.
SOSIALISASI PENANGANAN KERUSAKAN KOMPONEN KAYU AKIBAT SERANGAN RAYAP DI DAERAH PERUMAHAN GRIYA MADANI KECAMATAN SIANTAR SITALASARI Nurrachmania, Meylida; Rozalina, Rozalina; Simarmata, Marulam MT; Astuti, Tri; Purba, Tioner
Jurnal Pengabdian Masyarakat Sapangambei Manoktok Hitei Vol. 2 No. 1 (2022): Jurnal Pengabdian Masyarakat SAPANGAMBEI MANOKTOK HITEI
Publisher : Universitas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36985/wv1xvg62

Abstract

Economic losses due to wood damage by wood destruction factors in buildings in Indonesia have reached billions of rupiah every year. Surveys in several major cities, Jakarta, Surabaya, Bandung and other major cities show that generally residential buildings are particularly vulnerable to being attacked by wood-destroying organisms. To prevent or reduce economic losses due to wood damage by wood destruction factors in buildings especially housing, it is necessary to take a preventive measure that is a preservation measure by providing preservatives, especially on wood materials as well as handling to overcome wood components that have been damaged.
PEMANFAATAN PEKARANGAN RUMAH PERKOTAAN DENGAN BUDIDAYA SAYURAN HIDROPONIK Harmain, Ummu; Saragih, Jef Rudiyantho; Astuti, Tri; Pasaribu, Muldri P.J.; Nainggolan, Pinondang
Jurnal Pengabdian Masyarakat Sapangambei Manoktok Hitei Vol. 2 No. 1 (2022): Jurnal Pengabdian Masyarakat SAPANGAMBEI MANOKTOK HITEI
Publisher : Universitas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36985/f198jn91

Abstract

Houses in urban areas generally have limited yard land. With a little creativity, the limited yard land can be used for hydroponic vegetable cultivation. This activity aims to disseminate hydroponic system vegetable cultivation by utilizing limited land for home gardens in urban areas. Activities carried out in the form of counseling, cultivation practices and the manufacture of ab-mix nutrition as well as assistance in hydroponic vegetable cultivation. This activity is able to increase participants' knowledge by producing vegetables for consumption and has the potential to be developed into additional household income
The Effect of Self-Efficacy and Creative Work Climate on Knowledge Sharing Among Teachers in Cirebon City Astuti, Tri; Maya, Diana
Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE) Vol 8 No 3 (2025): Sharia Economics
Publisher : Sharia Economics Department Universitas KH. Abdul Chalim, Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/iijse.v8i3.7143

Abstract

Self-efficacy and creative atmosphere influence knowledge growth. This study examines how self-efficacy and creative atmosphere influence knowledge. The quantitative research method used a survey of academic and professional respondents. The data was processed by utilizing regression methods and path analysis to determine the relationship between the variables studied. The findings of this study reveal that a number of factors such as personal experience, social support, and a conducive work or learning environment have a significant influence on self-efficacy. Meanwhile, leadership factors, organizational culture, and available facilities play a role in creating a positive creative climate. In addition, self-efficacy and creative climate directly impact on increasing knowledge sharing and innovation in various fields. These findings confirm that strengthening self-efficacy and creating a supportive creative climate are essential in knowledge development, both in the context of education and the world of work.
PROGRAM BERKELANJUTAN MEMBANTU MITRA KELOMPOK TERNAK KUBU SEPAKAT UNTUK TUMBUH KEMBANG USAHA PETERNAKAN KAMBING KACANG Evitayani, Evitayani; Warly, Lili; Syukur, Sumaryati; Azheri, Busra; Nofita, Rahmi; Budiman, Cipta; Astuti, Tri
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 6 No. 4 (2025): Volume 6 No 4 Tahun 2025
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v6i4.50713

Abstract

Pemeliharaan ternak kambing terutama kambing kacang masih dilaksanakan secara semi tradisional. Hal ini disebabkan kurangnya pengetahuan peternak dan rendahnya motivasi untuk meningkatkan usaha serta kurangnya pakan pada leguminosa. Teknologi pemberian Pupuk Organik Sarana Tani Utama (STU) untuk penanaman leguminosa Indigofera zollingeriana merupakan aternatif pembuatan pakan konsentrat berupa tepung dan pellet. Melalui metode STU untuk pembuatan pellet indigofera diharapkan peternak cepat memahami dan melaksanakan bagaimana menyusun ransum agar performan bobot Kambing kacang meningkat produksinya. Pemanfaatan Teknologi STU bertujuan untuk melihat kemampuan STU untuk meningkatkan solubilitas mineral dan memperbaiki absorbsi nutrisi tanaman (terutama fosfat) melalui perpanjangan hypa akar untuk lebih memanfaatkan pupuk. Kondisi ini diharapkan dapat dijadikan sebagai lahan yang cocok untuk penanaman Indigofera sehingga dapat menopang peningkatan produktivitas ternak sapi. Hasil pengabdian program berkelanjutan usaaha berkembang ini telah memberikann sumbangan ilmu pengetahuan di bidang Pakan Hijauan. Kelompok ternak Kubu Sepakat sudah mengenal penanaman Indigofera melalui pemanfaatn STU, dan mengetahui cara membuat pellet Indigofera sebagai pengganti pakan konsetrat yang relatif lebih mahal. Melalui aplikasi di lapangan dan metode Discussion group telah membuat hampir 70 persen kelompok ternak memahami bagaimana penyusunan ransum, istilah-istilah peternakan dan membuat tepung dan pellet Indigofera. Sehingga hasil pengabdian ini memperoleh metode terbaik untuk meningkatkan pendapatan peternak dan usaha berkembang yang berkelanjutan.
The Chemical Pneumonitis due to Hydrochloric Acid in Suicide Attempts: Chemical Pneumonitis due to Hydrochloric Acid in Suicide Attempts Rahadiyanti, Harini; Pratiwi, Suryanti; Astuti, Tri
Malang Respiratory Journal Vol. 7 No. 2 (2025): Volume 7 No 2, September 2025 Edition
Publisher : Universitaas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.mrj.2025.007.02.03

Abstract

Introduction: Pneumonia cases globally infected 450 million people in 2022, with 25.3% being pneumonitis cases. Chemical pneumonia is inflammation of the lungs caused by chemicals that are acidic or basic. Chemical pneumonia has a mortality of up to 70%. Case report: A 21-year-old female college student came to the emergency room with the chief complaint of shortness of breath and vomiting. The patient has an introvert. From the anamnesis, there was a history of drinking 100 cc of floor cleaning liquid (hydrochloric acid). After 15 minutes she felt nauseous and vomited, accompanied by coughing and shortness of breath due to aspiration. In the CXR, bilateral infiltrates were dominant on the right, and on the CT scan, there was Ground Glass Opacity and fibrosis; the patient was diagnosed with pneumonitis. Clinical improvement was obtained after administering antibiotics and steroids as the main therapy. Patients with a history of drinking chemicals have a risk of aspiration, which can cause complications in the lungs, especially because the material is corrosive. The presence of a gagging reflex causes the liquid to enter the airways. Precise diagnosis can be made with appropriate investigations to minimize the risk of more severe respiratory complications. Conclusion: Chemical pneumonitis can occur in cases of suicide attempts, with fast and appropriate management of anti-inflammatory agents for 7-14 days, which can minimize the risk of respiratory defects and mortality.
Perception of Business Ethics and Healthcare Service Quality in Hospitals: Impact on Patient Satisfaction and Loyalty Widjaja, Trees Nia Sari; Sikki, Nurhaeni; Kasyati, Kasyati; Yinnie, Celine; Febrina, Dara Meutia Ayu; Kusyanto, Fahmi Abdullah; Hayya, Lidya Nur; Samsu, Ridha Aprillah; Astuti, Tri
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 3 (2025): Agustus - October
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i3.2252

Abstract

This study examines the impact of patients' perceptions of business ethics and healthcare service quality on their satisfaction and loyalty within hospital settings. As healthcare becomes increasingly competitive, ethical conduct and service quality have emerged as pivotal factors in ensuring patient retention. A quantitative research approach was utilized, with data collected from 200 hospital patients through a structured questionnaire. The findings reveal a significant positive relationship between business ethics and service quality on patient satisfaction. Moreover, patient satisfaction was found to strongly influence patient loyalty. The results highlight the importance of ethical practices and high service quality as strategic drivers for enhancing patient loyalty. The study concludes by offering managerial recommendations aimed at fostering better ethical standards and improving healthcare service delivery to strengthen patient retention.
IMPLICATIONS OF PERCEIVED BEHAVIORAL CONTROL ON ENTREPRENEURIAL INTENTIONS OF INDONESIAN COLLEGE STUDENTS: SELF-EFFICACY AS A MEDIATOR Astuti, Tri; Damayanti, Desita Dyah; Purnamasari, Desti; Sennang, Indo
JURNAL EKONOMI PENDIDIKAN DAN KEWIRAUSAHAAN Vol. 13 No. 1 (2025)
Publisher : UNIVERSITAS NEGERI SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/jepk.v13n1.p131-146

Abstract

Entrepreneurial intention needs to be considered by the Indonesian government when creating entrepreneurs, especially among students who have the potential to become entrepreneurs. Two psychological variables influence entrepreneurial intention in students. This study aims to test the effect of perceived behavioral control on entrepreneurial intention by involving self-efficacy as a mediator variable. This study uses a quantitative method, using Hayes' Process Macro analysis and the Statistical Package for the Social Sciences (SPSS) program. The research subjects involved in this study were 199 active students. This study obtained a BootLLCI value of 0.1576, which is greater than BootULCI 0.418, which shows that self-efficacy does have a significant influence as a mediator between perceived behavioral control and entrepreneurial intention in students. This study is expected to provide a deeper understanding to researchers and practitioners, especially in educational institutions, about the development of entrepreneurial intention by considering psychological factors in students.
EDUKASI PERPAJAKAN GUNA PENINGKATAN KONTRIBUSI PENDAPATAN NEGARA Maharani, Destin Alfianika; Arofah, Anastasia Anggarkusuma; Renovriska, Melia Dwi; Fitriyanti, Fitriyanti; Astuti, Tri
ABDI MAKARTI Vol 4, No 2 (2025): ABDI MAKARTI
Publisher : Sekolah Tinggi Ilmu Ekonomi AMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52353/abdimakarti.v4i2.867

Abstract

This community service program aimed to enhance tax awareness and understanding among micro, small, and medium enterprises (MSMEs) in Blambangan Village, Banjarnegara. Despite increased awareness following training, low tax literacy remains a major challenge. Many participants were still unfamiliar with tax regulations, calculation procedures, and administrative processes, including the synchronization of their Taxpayer Identification Number (NPWP) with their national ID number (NIK). The program was carried out through planning, implementation, and evaluation stages. Educational materials included general tax provisions, applicable tax rates, everyday tax practices, and fraud prevention. Results showed improved participant knowledge and awareness. However, continuous educational efforts are needed to ensure compliance and prevent potential administrative sanctions. Sustainable tax education—delivered in a practical and contextual manner—is essential for building a tax-compliant culture, especially in rural and developing communities. This program also supports the national goal of increasing state revenue through improved voluntary compliance among taxpayers.
Media Ular Tangga Berbasis PBL pada Pembelajaran IPAS di Sekolah Dasar Handayani, Sri; Astuti, Tri; Widiarti, Nuni; Yuwono, Agus
Publikasi Pendidikan Vol 15, No 3 (2025)
Publisher : Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/publikan.v15i3.73227

Abstract

Artikel ini mengkaji efektivitas penggunaan media permainan ular tangga dalam konteks pembelajaran berbasis masalah (Problem Based Learning/PBL) melalui pendekatan studi literatur. Data dikumpulkan dari 25 jurnal nasional dan internasional yang diperoleh melalui platform akademik seperti Google Scholar dan Open Knowledge Map. Analisis dilakukan secara kualitatif dengan pendekatan deskriptif analitik. Hasil studi menunjukkan bahwa media ular tangga dalam pembelajaran PBL mampu meningkatkan hasil belajar siswa secara signifikan. Beberapa penelitian mengungkapkan validitas tinggi dan respons positif dari siswa terhadap media ini, dengan peningkatan ketercapaian Kriteria Ketuntasan Minimal (KKM) hingga 45%. Selain itu, integrasi media dengan literasi, numerasi, dan nilai-nilai budaya lokal turut memperkuat efektivitasnya. Faktor desain, kemudahan penggunaan, dan daya tarik visual juga menjadi aspek penting yang mendukung keberhasilan media ini. Dengan demikian, media ular tangga terbukti sebagai alat pembelajaran interaktif yang mampu meningkatkan keterlibatan siswa dan mendorong hasil belajar yang optimal dalam setting pendidikan dasar.
Co-Authors - Evitayani Abid, Syaiful Adi, Defiyanto Djami Afifah, Ismi Nur Agus Yuwono Agustina, Iis Akbar, Syahro Ali Akhmad Junaedi Aldi, Ahmad Syaiful Ali Akbar, Syahro Amelia, Dwi Amelia, Frieska Heaven Anastasia Anggarkusuma Arofah, Anastasia Anggarkusuma Anisa Anisa Ariefin, Muhammad Noor Arsi, Primandani Asri, Alfian Astrida, Deuis Nur Aswad, Asnawi Ati, Aster Pujaning Avin Fadilla Helmi Awaludin Awaludin, Awaludin Ayu, Selby Az zahro, Ilma Azheri, Busra Aziz, Nur Bagus Riyono Bahagia, Maria Evlin Basyirun, Fajri Bimawan, Zaynuri Ilham Boediarsih Boediarsih, Boediarsih Bright, Fatimah Nurussyifa Clever Budiman, Cipta Busyro, Muhammad Cahyana, Hana Chin, Chee Keong Choirunnisa, Jessyca Putri Cotoro Mukri Damayanti, Desita Dyah Deri Saputra, Deri Destin Alfianika Maharani Desvita, Amanda Fitria Devi Liana Dewi Puspita Sari Dewi, Rusmana Dimat, Nonilia Vendra Divanggi, Ainida Dwi Oktaviana Eko Handoyo Estika Lusty, Oktiana Fadhil Muhammad Fadjeri, Akhmad Fadjra, Nurul Fajril, Yustril Farid Farid, Farid Fauziah Fauziah Febrina, Dara Meutia Ayu Fidela, Anindya Fidinillah, Mildan Arsdan Firman Firman Fitriyanti Fitriyanti Ganjar Andaka Halisa, Halisa Handayani, Nova Dwi Handayani, Sri Handoko, Pungky Dwi Putra Hanifatunnisa, Maulfi Hardisc, Dian Harpiani, Harpiani Harsono, Hindradjid Hayya, Lidya Nur Hendrian Hendrian, Hendrian Heriansyah, Kurnia Husna Amalya Melati Ika Ratnaningrum Imung, Sisilia Indaryati, Fitriah Indra Satria Irafany, Marcella Nadya Irawan, Tedhi Jamaludin . Kamilah, Ashha Fithriya Kasyati, Kasyati Knaofmone, Elfrida Komala sari, Komala kosilah, Kosilah Kurotul Aeni Kusyanto, Fahmi Abdullah Liana, Devi Lili Warly Lubis, Winaria Lukman Hadi, Lukman Luky Adrianto Luluk Setyowati, Luluk M.Pd S.T. S.Pd. I Gde Wawan Sudatha . Magdalena, Maria Magfirah, Magfirah Maguna Eliastuti Mandagie, Yuana Rizky Manggarani, Cynthia Ayu Marulam MT Simarmata Masnon, Nyanyu Masnon, Nyayu Maya, Diana Mayangsari, Arum Meleng, Natalia Sensiana MTSimarmata, Marulam Muflih, Ghufron Zaida Muhibbin, Muhammad Muliani Rahayu, Dina Mulu, Marlinda Munifatul Izzati Muniroh, Muna Murni, Rizky Anggia Nadila, Kania Yosa Nainggolan, Pinondang Noorkhalisha, Alma Putri Nugrahini, Lestari Nugroho, Agung Nuni Widiarti Nur Adiya, Az Zahra Dwi Nur Nisai Muslihah Nur Nisai Muslihah, Nur Nisai Nur Rochmah, Nur Nurdinah Hanifah Nurhazannah, Yunie Nurrachmania, Meylida Pakur, Dionisius Venan Panduwiguna, Ivans Panjaitan, Fany Juliarti Pasaribu, Muldri P.J. Pontonuwu, Willyanto Pranichayudha Rohsulina Prasisto, Johamran Pratama, Alan Pratika, Irnawati Pratiwi, Suryanti Prayudi Prayudi Priratmaningtyas, Ika Wahyu Purba, Dumaris Priskila Purnamasari, Desti Purwanto, Andri Putri, Ellena Amelia Putri, Tarissa Destriana Putri, Yasinta Amalia Ragil Kristiawan Rahadiyanti, Harini Raharjo, Dimas Yudhistira Rahmawati, Feti Rahmi Nofita Rakhmawati, Desty Ramadan Lazuardi, Dian Ramadhani, Nova Laurina Redjeki, Finny Renovriska, Melia Dwi Rifai, Zanuar Rifki Hidayat Rizki Adiputra Taopan Rizki Wahyudi Rizky, Shafa Setya Rizqi, Fika Nafissa Nur Miftakhur Rofita, Dewi Rosulina, Pranichayudha Rozalina, Rozalina Rozalina Samsu, Ridha Aprillah Saputri, Fara Kesyha Cahya Saragih, Jef Rudiyantho Sari, Yesi Paramita Satinem Sennang, Indo Septayuda, Irwan Shine Pintor Siolemba Patiro Sigit Widiyarto Sihombing, Veronika Dinar Romauli Sikki, Nurhaeni Silfanus Jelatu Siti Anisah Siti Sangadah Soemarie, Yulistia Budianti Soleh, Muh. Sri Darmanti Sri Utami Subarkah, Pungkas Sugihwarni, Popy Suharto, Beri Sumaryati Syukur Sunardi Purwanda Suratman Suratman Susandra, Susandra Susilo, David Priyo Sustianingsih, Ira Miyarni Suwito, Gregorius Suyatiningsih, Suyatiningsih Teguh Supriyanto Tioner Purba Titi Andaryani, Eka Toyib, Rozali Ukti Lutvaidah Umar, Amri Nurkholis Ummu Harmain, Ummu Utami, Afitri Diah Utomo, Nur Fadillah Bakti Wahyu, Yuliana Wicaksono, Aryo Seno Widjaja, Trees Nia Sari Widyasepti, Rebecca Amellya Wijayasir, Urie Elmara Yahya, Zaini Yinnie, Celine Yuliantri, Ayu Yuliyanto, Fito Yurfiah, Yurfiah Zahra, Nadhifa Salsabila