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All Journal INTI Nusa Mandiri Akasia: Artikel Ilmiah Sistem Informasi Akuntansi Paradigma
Cahya, Fani Nurona
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Computer Science & IT

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User Centered Design in Analysis and Design of UI UX in the Simpeg Application of Dharmais Cancer Hospital Normah, Normah; Rifai, Bakhtiar; Cahya, Fani Nurona; Widiastuti, Pratiwi Indah
Paradigma - Jurnal Komputer dan Informatika Vol. 26 No. 1 (2024): March 2024 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/p.v26i1.3181

Abstract

Dharmais Cancer Hospital as a health service facility that is experienced in its field, of course, has human resources which are important, so to support employee performance in terms of employee rights such as employee leave, media is needed that really supports employee needs. Through the employee support system, namely the Employee Information System (SIMPEG) application, several problems were found in terms of appearance and the proposal process as well as the leave recapitulation process which did not exist in the previous SIMPEG application. From the problems found in the Personnel Information System (SIMPEG), a User Centered Design (UCD) method is offered which places the Personnel Information System (SIMPEG) users as the main consideration for building a new system. In the design process there are three steps that are carried out starting from the initial stage, the development stage and the final stage, where at the initial stage testing is carried out using a questionnaire, the average result is 53 which means OK but still low or not good, after the development of the system is carried out and the distribution of questionnaires was carried out again, the results were 71, which means Good. With the design of a Personnel Information System (SIMPEG) using the User Centered Design (UCD) method, it produces a new User Interface (UI) and User Experience (UX) design for the Personnel Information System (SIMPEG), which consists of a forgot password menu feature, leave recap and display easier to use for employees.
EVALUASI PENERIMAAN PENGGUNA APLIKASI ADONAI DENGAN PENDEKATAN TECHNOLOGY ACCEPTANCE MODEL (TAM) Cahya, Fani Nurona; Hikmatulloh, Hikmatulloh; Pebrianto, Rangga; Novianti, Deny
INTI Nusa Mandiri Vol. 19 No. 2 (2025): INTI Periode Februari 2025
Publisher : Lembaga Penelitian dan Pengabdian Pada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/inti.v19i2.6077

Abstract

The Adonai application is designed to make it easier to submit insurance and claims for customers by Kosppi employees, but the level of acceptance still needs to be researched. This research uses the Technology Acceptance Model (TAM) to evaluate the influence of perceived usefulness (9.92%) and perceived ease of use (35.04) on application acceptance. Analysis of data from 53 respondents shows that the two variables simultaneously contribute 66.8% to application acceptance. The results of this research support the validation of TAM as a technology evaluation model in the financial services sector and provide practical recommendations to increase the ease of use and benefits of the adonai application.
Penerapan Metode Prototype Rancang Bangun Sistem Informasi Penjualan Mobil Bekas Kredit Pada Mobilindo Pratama Ainun Zumarniansyah; Cahya, Fani Nurona; Pebrianto, Rangga
Akasia: Artikel Ilmiah Sistem Informasi Akuntansi Vol 5 No 1 (2025): Artikel Ilmiah Sistem Informasi Akuntansi (AKASIA) - April 2025
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/sqf0e755

Abstract

Seiring dengan meningkatnya permintaan kendaraan bermotor, terutama mobil bekas yang dibeli secara kredit, kebutuhan akan sistem informasi yang terstruktur dan efisien menjadi sangat penting. Mobilindo Pratama, sebagai salah satu showroom mobil bekas, masih menggunakan sistem manual dalam pencatatan data dan transaksi, yang berdampak pada keterlambatan pelayanan, risiko kesalahan pencatatan, serta ketidakefisienan dalam pembuatan laporan. Penelitian ini bertujuan untuk merancang dan membangun sistem informasi penjualan mobil bekas berbasis komputer dengan menggunakan metode prototype. Metode ini memungkinkan pengguna untuk berinteraksi langsung dengan sistem pada tahap awal, sehingga pengembang dapat memperbaiki dan menyesuaikan sistem berdasarkan masukan yang diberikan. Sistem yang dibangun mencakup fitur pemesanan kendaraan, pengajuan kredit, pelunasan uang muka, pencatatan transaksi, dan pembuatan laporan penjualan. Hasil implementasi menunjukkan bahwa sistem ini dapat membantu mempercepat proses penjualan, meningkatkan akurasi pencatatan data, serta memberikan kemudahan dalam pelaporan. Dengan demikian, sistem informasi ini diharapkan dapat meningkatkan kinerja operasional dan kualitas pelayanan di Mobilindo Pratama secara keseluruhan.
User Centered Design in Analysis and Design of UI UX in the Simpeg Application of Dharmais Cancer Hospital Normah, Normah; Rifai, Bakhtiar; Cahya, Fani Nurona; Widiastuti, Pratiwi Indah
Paradigma - Jurnal Komputer dan Informatika Vol. 26 No. 1 (2024): March 2024 Period
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/p.v26i1.3181

Abstract

Dharmais Cancer Hospital as a health service facility that is experienced in its field, of course, has human resources which are important, so to support employee performance in terms of employee rights such as employee leave, media is needed that really supports employee needs. Through the employee support system, namely the Employee Information System (SIMPEG) application, several problems were found in terms of appearance and the proposal process as well as the leave recapitulation process which did not exist in the previous SIMPEG application. From the problems found in the Personnel Information System (SIMPEG), a User Centered Design (UCD) method is offered which places the Personnel Information System (SIMPEG) users as the main consideration for building a new system. In the design process there are three steps that are carried out starting from the initial stage, the development stage and the final stage, where at the initial stage testing is carried out using a questionnaire, the average result is 53 which means OK but still low or not good, after the development of the system is carried out and the distribution of questionnaires was carried out again, the results were 71, which means Good. With the design of a Personnel Information System (SIMPEG) using the User Centered Design (UCD) method, it produces a new User Interface (UI) and User Experience (UX) design for the Personnel Information System (SIMPEG), which consists of a forgot password menu feature, leave recap and display easier to use for employees.
STUDI KOMPARATIF ALGORITMA C4.5 DAN RANDOM FOREST PADA DIGITALISASI UMKM KABUPATEN TEGAL Royani, Gita Iftah; Amelia, Nur Syifa; Marlina; Cahya, Fani Nurona
INTI Nusa Mandiri Vol. 20 No. 2 (2026): INTI Periode Februari 2026
Publisher : Lembaga Penelitian dan Pengabdian Pada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/inti.v20i2.7416

Abstract

Digital transformation has become an essential necessity for Micro, Small, and Medium Enterprises (UMKM) to enhance their competitiveness in the era of Industry 4.0. However, in Tegal Regency, the level of digitalization adoption among MSMEs remains varied and tends to be low, thus requiring further investigation. This study aims to compare the performance of the C4.5 and Random Forest algorithms in classifying the level of digitalization of MSMEs in Tegal Regency. This research employs the CRISP-DM methodology, which includes business understanding, data understanding, data preparation, modeling, evaluation, and implementation. Primary data were collected through questionnaires distributed to 100 MSME respondents and processed using RapidMiner. The results indicate that the Random Forest algorithm demonstrates superior performance, achieving an average F1-score of 89.63%, accuracy of 91.43%, while the C4.5 algorithm records an average F1-score of 86.24%, accuracy of 90%. The highest F1-score for both algorithms is observed in the low digitalization category at 95%, which is consistent with the data distribution showing that the majority of MSMEs (59%) fall within this category. This study systematically integrates the CRISP-DM approach from business understanding to model implementation, resulting in a structured data analysis workflow that can be replicated by local governments or future researchers. Another novelty of this study lies in the finding that although Random Forest exhibits better classification performance than C4.5, the majority of MSMEs remain at a low level of digitalization. These results provide practical contributions as a basis for formulating more targeted and sustainable MSME digitalization policies at the local
Co-Authors Ainun Zumarniansyah Amelia, Nur Syifa Bakhtiar Rifai, Bakhtiar Hikmatulloh, Hikmatulloh Marlina Normah Normah, Normah Novianti, Deny Royani, Gita Iftah Widiastuti, Pratiwi Indah