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Clustering Nilai Mahasiswa Menggunakan Algoritma K-Means Anas, Azwar; Zebua, Ade Jermawinsyah; Akhmadi
Jurnal Ilmiah Media Sisfo Vol 19 No 1 (2025): Jurnal Ilmiah Media Sisfo
Publisher : LPPM Universitas Dinamika Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33998/mediasisfo.2025.19.1.2200

Abstract

Nilai-nilai yang diperoleh setiap mahasiswa akan berbeda. Hal ini tergantung dari kemampuan mahasiswa menyerap materi perkuliahan yang diberikan. Semakin banyak jumlah mahasiswa, semakin banyak pula ragam nilai yang terlihat. Nilai-nilai tersebut hanya akan tampak seperti angka-angka yang tak bermakna, jika tidak dilakukan suatu analisis mendalam. Namun ketika dianalisis menggunakan metode data mining (penambangan data), nilai tersebut akan tersaji dalam suatu pengetahuan baru yang selama ini tersembunyi. Tujuan penelitian ini adalah membagi nilai mahasiswa ke dalam 3 (tiga) cluster berdasarkan kemiripannya. Metode yang digunakan adalah algoritma K-Means. Hasil penelitian menunjukkan Cluster 2 (dua) memiliki anggota paling banyak dengan 18 (delapan belas), kemudian cluster 1 (satu) dengan 8 (delapan) dan cluster 3 (tiga) paling sedikit yaitu 2 (dua) anggota. Sebaran data cluster 2 lebih beragam karena anggota yang paling banyak, sebaran cluster 1 sedikit menumpuk pada satu titik, sedangkan cluster 3 hanya 2 (dua) anggota dan memiliki jarak yang agak jauh
Perancangan Baru Klinik Tumbuh Kembang Anak Autisme Di Surabaya Dengan Pendekatan Multy-sensory Bella Yustisia Dewanti, Almira; Akhmadi; Haristianti, Vika
eProceedings of Art & Design Vol. 11 No. 5 (2024): Oktober 2024
Publisher : Telkom University

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Abstract

Surabaya faces challenges in providing healthcare services for children with autism, particularly due to the limited availability of therapy and developmental monitoring facilities. This creates difficulties for families seeking the necessary care. The design of the Child Development Clinic in Surabaya aims to offer healthcare and therapy services, as well as monitor and evaluate the developmental progress of autistic children aged 0-12 years. The clinic is also designed to serve as a consultation and educational facility for parents, communities, and the general public regarding autism. The methodology includes primary data collection through field surveys, interviews, and documentation, along with secondary data from literature studies. The outcome of the design is the application of a multi-sensory approach, tailored to the needs of autistic children who have heightened sensitivity to environmental elements. This approach is expected to create a therapeutic environment that supports the optimal development of children with autism. Keywords: autism, children, child develompent clinic, multy-sensory
Perancangan Ulang Interior Sekolah Tinggi Kesehatan Indonesia Wirautama Ciparay Dengan Pendekatan Aktivitas Aufa, Ezra; Akhmadi; Haristianti, Vika
eProceedings of Art & Design Vol. 11 No. 5 (2024): Oktober 2024
Publisher : Telkom University

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Abstract

The need for healthcare services in Indonesia is crucial and a top priority for improving the quality of life of its citizens. The quality of healthcare services largely depends on nurses, who constitute the majority of healthcare workers in Indonesia. STIKes Indonesia Wirautama Ciparay, as the only higher education institution in the field of health in Ciparay, is committed to producing professional healthcare personnel. With the increasing number of students, a second campus was established in 2022. However, this new building lacks adequate facilities, such as practical laboratories and classrooms that do not meet national standards. This study aims to redesign the interior of the new building of STIKes Indonesia Wirautama Ciparay using an activity-based approach to create a comfortable and supportive learning environment. This approach focuses not only on creating physical comfort in the rooms but also on providing facilities that support the teaching and learning process. Thus, it is expected to create a more focused and comfortable learning environment, helping to improve the quality of education and produce competent and professional healthcare personnel. Keywords: redesign, nurses, STIKes Indonesia Wirautama Ciparay, activities.
Perancangan Ulang Mal Pelayanan Publik Lampung Tengah Dengan Pendekatan Perilaku Abiyyu Kanaz, Nabilly; Akhmadi; Firmansyah, Rangga
eProceedings of Art & Design Vol. 11 No. 5 (2024): Oktober 2024
Publisher : Telkom University

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Abstract

This research proposes an interior design aimed at enhancing efficiency and transparency in public service malls, which often face challenges such as complex service processes and a lack of transparency. Using literature review and case analysis, the study identifies deficiencies in current design and operations. The result is an interior design that optimizes user flow, space, the use of information technology, and visual elements to strengthen transparency and clarity of information. This redesign has been shown to improve service efficiency and access to information, as well as increase public trust in public service institutions. The study provides guidelines for stakeholders in designing efficient, transparent, and user-friendly public service malls. Keywords: public service mall, public services, efficiency
Perancangan Ulang Satuan Pendidikan Nonformal (spnf) Sanggar Kegiatan Belajar (skb) Kabupaten Ciamis Dengan Pendekatan Aktivitas Mega Az Zahra, Ranti; Akhmadi; Haristianti, Vika
eProceedings of Art & Design Vol. 11 No. 5 (2024): Oktober 2024
Publisher : Telkom University

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Abstract

Non-formal education through Sanggar Learning Activities (SKB) has become one of the strategic alternatives in an effort to improve the School Average Age Index (RLS) in Indonesia. In support of such improvements, the SKB building must continue to operate, in order to facilitate communities that are not served by the formal education system. The research aims to develop an optimal interior design of the Sanggar Learning Activity, taking into account the functionality, aesthetics, and comfort aspects of its users. The methods used to gather primary data are with interviews, observations, and field studies, while secondary data is done with literary studies. Given the number of programmes organized by the SKB, there is a high level of activity. So the theme applied is "Collaborative Learning Space" with the concept used is "Integrated School", this concept embodies the idea of providing a balanced and integrated space between academic activities and skills, with design elements that support both. Thus, with this redesign it is expected to create a more dynamic, interactive, and relevant learning environment for learners, as well as generate a positive impact in the development of non-formal education in society. Keywords : SPNF, studio learning activities, educational institutional, non-formal
Redesign Interior Pondok Pesantren Tahfidzul Qur’an Ibadurrohman Tasikmalaya Dengan Pendekatan Behaviour Nitami Rahayu, Dean; Akhmadi; Firmansyah, Rangga
eProceedings of Art & Design Vol. 11 No. 5 (2024): Oktober 2024
Publisher : Telkom University

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Abstract

Formal and informal education in Indonesia has a crucial role in increasing and developing human potential as a whole in physical and spiritual terms. One form of religious education that plays an important role in building a generation of Muslims with noble morals is Islamic boarding schools. Tahfidzul Qur'an Ibadurrohman Islamic Boarding School is a modern Islamic educational institution in Tasikmalaya City. However, interior planning has not yet become a top priority, even though interior space planning in the Islamic boarding school area can provide comfort, especially in interactive and collaborative learning activities in order to improve user quality and the character of the space in the Islamic boarding school. This is proven by the lack of a setting system related to space dimensions, density and room atmosphere. Plus the spatial layout is still less effective so that it is less than ideal in organizing the spatial characteristics. Therefore, it is necessary to redesign the interior of the Tahfidzul Qur'an Islamic Boarding School in the city of Tasikmalaya with the application of Dynamic Modern to make the room more attractive and functional so that it can maximize activities and provide comfort for space users, especially in learning activities by providing solutions to existing space problems. The results of this research are interior design suggestions that can help optimize activities in the school environment, especially in learning activities. Keywords: redesign, islamic boarding school, interactive
Integrated education through lectures, case scenarios, and peer groups enhances health cadres’ knowledge and attitudes Akhmadi; Lismidiati, Wiwin; Anita, Ayu; Nur, Muhammad; Amir, Fadjrianty Fadhilah; Zakaria, Muhamad Abi
BKM Public Health and Community Medicine Vol 41 No 06 (2025)
Publisher : Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/bkm.v41i06.21317

Abstract

Purpose: Stunting is a serious global issue characterized by children's height not being proportional to their age. The high prevalence of stunting is caused by factors such as chronic malnutrition, recurrent infections, and a lack of psychosocial stimulation during the first 1,000 days of life. This study aims to evaluate the effectiveness of integrated education in improving health cadres' knowledge and attitudes regarding stunting prevention in Panggungharjo Village. Methods: The method used was quantitative with a quasi-experimental design without a control group, involving 14 health cadres for toddlers as the sample. Data were analyzed using a paired t-test. Results: The results showed a significant improvement in knowledge between the pre-test and post-test (p < 0.05). However, the attitude assessment results indicated a p-value of 0.087, suggesting that the attitude improvement from the pre-test to the post-test was not statistically significant (p > 0.05). Conclusion: This study concludes that integrated education involving lectures, case scenarios, and peer group methods is efficacious in improving health cadres' knowledge about stunting prevention. However, it has not yet proven effective in enhancing cadres' attitudes. Therefore, additional strategies are needed to improve the attitudes of health cadres. The implementation of similar educational methods in other communities is expected to contribute to a sustainable reduction in stunting prevalence.
THE ROLE OF ACTIVITY RATIO IN MODERATE INFLUENCE OF PROFITABILITY ON COMPANY VALUE (Empirical Study of Companies Listed on the IDX30 Index for the 2018-2023 Period) Devililis Safitri; Akhmadi; Enis Khaerunnisa
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 12 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Desember 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i12.1480

Abstract

Increasing company value is a long-term goal of a company because it will have an impact on prosperity for shareholders. When assessing a company, investors often look at how the company can maximize profits and how well the company's assets are utilized to generate those profits. This research aims to determine the contribution of profitability to company value with the activity ratio as a moderating variable. The population in this study are IDX30 index companies listed on the IDX in 2018-2023. The sampling method used in this research was purposive sampling. Through this method, 14 companies were obtained that could be observed during 2018-2023 (6 years), so the total observation data in this research was 84. The analysis techniques used in this research were classical assumption testing and hypothesis testing (t-test and moderated regression analysis (MRA)) with the help of the SPSS 25 analysis tool. The research results explain that profitability has a positive influence on company value. The activity ratio also positively influences company value and contributes to strengthening the relationship between profitability and company value.
PENGARUH KOMPENSASI DAN MOTIVASI TERHADAP KINERJA INDIVIDU SUPIR TRUK INDOGROSIR SAMARINDA: PENGARUH KOMPENSASI DAN MOTIVASI TERHADAP KINERJA INDIVIDU SUPIR TRUK INDOGROSIR SAMARINDA Akhmadi; M. Zamroji Al Mursyid
Jurnal Ekonomika: Manajemen, Akuntansi, dan Perbankan Syari'ah Vol. 9 No. 2 (2020): September
Publisher : Economic Faculty, University of Widya Gama Mahakam Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24903/je.v9i2.1000

Abstract

Pengaruh kompensasi dan motivasi terhadap kinerja individu supir truk indogrosir samarinda. Objek penelitian ini adalah Indogrosir dengan respondent supir truk indogrosir. Indogrosir merupakan jaringan pusat perkulakan dengan format distribusi ke pedangang retail atau eceran tradisional dan modern. Indogrosir berdiri sejak tahun 1993 dan saat ini telah memiliki 23 gerai yang berada di beberapa titik kota besar. Salah satunya adalah di kota Samarinda yang lokasi di Jl. A.W Syahranie kota Samarinda. Kehadiran indogrosir sebagai pusat perkulakan di Provinsi Kalimantan Timur menjadi solusi bagai para pengusaha eceran karena dengan mudah memperoleh barang dagangannya pada satu tempat saja sehingga dapat menghemat waktu dan biaya. Indogrosir juga sebagai perusahaan yang memberikan fasilitas pengantaran ke setiap minimarket terutama Indomaret yang berada di Provinsi Kalimantan Timur. Dengan padatnya jadwal pengantaran membuat supir truk harus lebih diperhatikan dengan diberikan kompensasi dan motivasi dalam bekerja. Oleh karena itu peneliti ingin melihat sejauh mana peran atau pengaruh kompensasi dan motivasi tersebut terhadap kinerja indovidu supir truk. Dalam penelitian ini peneliti mengambil 22 respondent yang yang kemudian diberikan kuesioner untuk di isi. Koesioner tersebut di rakep dan di analisis mengunakan SPSS 23 dengan jenis regresi linier berganda. Dari hasil analisis dan pembahasan dapat disimpulkan bahwa hipotesis 1 dapat diterima yakni kompensasi dan motivasi berpengaruh secara simultan terhadap kinerja individual supir truk Indogrosir Samarinda dengan dasar sig < 0.05 = 0.000 < 0.05. Hipotesis ke 2 kompensasi berpengaruh dominan terhadap kinerja individual supir truk Indogrosir Samarinda di tolak dengan dasar t tabel X1 = 1.653 < 2.093 artinya X1 tidak berpengaruh terhadap kinerja. Hipotesis ke 3 motivasi berpengaruh Dominan terhadap kinerja individual supir truk Indogrosir Samarinda diterima dengan dasar t hitung X2 = 2.949 > 2.093 sehinga dapat dikatakan bahwa variabel X2 berpengaruh positif terhadap kinerja supir truk indogrosir disamarinda.
The Influence of Leadership Style, Competence and Organizational Culture on Employee Performance at PT. Buran Nusa Respati Samarinda Nadina Anjelia Rolisa; Akhmadi
OBOR: Oikonomia Borneo Vol. 5 No. 1 (2023): April
Publisher : University of Widya Gama Mahakam Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24903/obor.v5i1.2132

Abstract

Nadina Anjelia Rolisa, The Influence of Leadership Style, Competence and Organizational Culture on Employee Performance at PT. Buran Nusa Respati Samarinda, With Supervisor I Mr. Suyanto, SE., M. Si and Supervisor II, Mr. Akhmadi, SE., MM The purpose of this study was to determine the effect and relationship of leadership style, competence and organizational culture on employee performance PT. Buran Nusa Respati Samarinda. This research method uses statistical analysis tools with the help of the SPSS ver 10 computer program to determine the effect and relationship of each variable. From the results of the analysis, it is known that the values of leadership style, competence and organizational culture as well as the performance of each employee fluctuate according to the company's activities. The results of statistical tests stated that leadership style, competency, and organizational culture jointly affect employee performance by 45%. Thus the hypothesis proposed can be accepted.
Co-Authors Abdullah Bagir Abiyyu Kanaz, Nabilly ade jermawinsyah zebua Aldrian Bachtiar Tsani Amir, Fadjrianty Fadhilah Andarwati, Fitriana Anita, Ayu Arya Pangestu Hidayat Aufa, Ezra Azwar Anas Bella Yustisia Dewanti, Almira Cahyani, Redyta Dwi Devililis Safitri Elga Araina Enis Khaerunnisa Erda Guslinar Perdana Erianti, Selvia Fitri Haryanti Hikmawati, Erna Indrastata, Rafi Surya Iwan Ridwan Kusumawati, Ananda Sekar Lely Lusmilasari, Lely M. Zamroji Al Mursyid Machzula, Alfi Pramesti Mega Az Zahra, Ranti Miranda, Yula Muhammad Nur Nadina Anjelia Rolisa Nadina Anjelia Rolisa Nina Alif Flour Rinda Nitami Rahayu, Dean Novianty Djafri Opan Arifudin Pratiwi , Alissa Nur Rafif Murti Rizky Rangga Firmansyah Rifa’i Risnawati, Hani Saritha Kittie Uda Shanty Savitri Siska Dwi Yulianti Sri Hartini Taufik, H. E. R. Vani, Novani Elika Saputri Vika Haristianti Wiwin Lismidiati Yeni Januarsi Zakaria, Muhamad Abi