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Penerapan Metode Entropy Dan Metode EDAS Dalam Penerimaan Karyawan Baru Sebagai Pendukung Keputusan Trenady, Revangga Alif; Mahendra, Rifqi Gusnar; Pungkasanti, Prind Triajeng
Building of Informatics, Technology and Science (BITS) Vol 6 No 2 (2024): September 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i2.5473

Abstract

Selection of new employees is an important thing in a company, because of the variety of criteria that applicants have, so the right method is needed to determine the desired employees. So far, decisions have been made only from a Human Resource Development (HRD) perspective, which sometimes does not match the criteria expected by the company. Therefore, a system is needed to determine the results of new employee selection so that employees are found who meet the criteria expected by the company. This research applies the Entropy and Evaluation methods based on Distance from Average Solution (EDAS) as a decision support system. This research aims to assist companies in making decisions regarding the selection of new employees. The Entropy method is used to determine the weight of each selection criterion, while the EDAS method is applied to evaluate prospective employees. This research was conducted at a spring bed manufacturing company in Semarang by analyzing applicant data which included various criteria such as education, work experience, technical skills, test scores and expected salary. The applicant data sample taken from the company was 15 applicants. From the weighting calculations using the Entropy method and the EDAS method, the result was that Yulius Bagus Caesar had the highest suitability value, namely 1. The research results showed that the combination of Entropy weighting and the EDAS method could simplify the employee selection process based on the expected criteria. Thus, using a combination of Entropy weighting and the EDAS method can be a solution for companies to facilitate the selection of new employees
Perencanaan Strategi SI/TI Pada Aplikasi SEABANK Menggunakan Kombinasi SWOT DAN AHP Ari Muhamad Imran; Anggi Farika Sari; Septia Nike Bela Sapira; Prind Triajeng Pungkasanti
Computer Science and Information Technology Vol 5 No 1 (2024): Jurnal Computer Science and Information Technology (CoSciTech)
Publisher : Universitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/coscitech.v5i1.6618

Abstract

SeaBank is a digital banking service launched by Sea Group, a technology company from Singapore. SeaBank provides various digital banking services, such as money transfer, bill payment, e-wallet top-up, and investment.In a nutshell, SeaBank is a digital banking service that offers convenience and ease of use for its users. The results of the study show that the Sea Bank application has strengths in the form of competitive interest rates, user-friendly and intuitive applications, free admin fees, good service and transaction security, and rapid revenue growth. However, the Sea Bank application also has weaknesses in the form of lower daily transaction limits than Jenius, the absence of credit card features, suboptimal customer service, less diverse promo and reward programs, and a lack of innovative breakthroughs in the services provided. On the other hand, the Sea Bank application has opportunities in the form of the potential to expand online or mobile banking services, economic growth, the large number of Shopee users, the target market of millennials, and the market trend towards digital banks. However, the Sea Bank application also faces threats in the form of government regulation changes, economic uncertainty, Jenius's complete features, the potential for cyber security vulnerabilities, and changes in consumer behavior trends in using banking services. Based on the results of the SWOT analysis, the most appropriate SI/IT strategy for the Sea Bank application is to implement attractive loyalty programs, improve data security and privacy, and optimize the use of technology.
Weight Produk untuk Pemilihan Pembina Pegawai Pemerintah Non Pegawai Negeri Telkom lampung Fahmi, Khoirul; Bimo Wahyu Syahputro, Bimo Wahyu Syahputro; Pungkasanti, Prind Triajeng
Jurnal Ilmiah Komputasi Vol. 23 No. 3 (2024): Jurnal Ilmiah Komputasi : Vol. 23 No 3, September 2024
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32409/jikstik.23.3.3623

Abstract

Kualitas pembina sangatlah penting dalam upaya memilih individu yang tepat untuk posisi tersebut di sebuah perusahaan. Saat ini Pegawai Pemerintah Non Pegawai Negeri (PPNPN) sedang dalam proses pemilihan pembina baru Telkom cabang lampung yang biasanya ditunjuk langsung oleh pimpinan. memiliki sisi cenderung negative, di antaraya adalah tidak bisa melihat kemampuan yang dimiliki olch calon Pembina baik itu kemampuan sosial, perencanaan, pengelolaan, dan lain sebagainya yang hal ini hanya bisa diketahui melalui proses seleksi. Sehingga kadangkala yang terjadi adalah terpilihnya Pembina yang tidak memiliki kemampuan yang dibutuhkan untuk membina PPNPN, Berdasarkan situasi tersebut maka diperlukan suatu system pendukung keputusan yang dapat membantu pihak perusahaan untuk mempermudah dalam memilih atau menunjuk seorang Pembina PPNPN, salah satu metode yang di gunakan untuk mendukung keputusan pemilihan Pembina yaitu Metode weight product dengan pencocokan kriteria dan bobot, didalam pengambilan keputusan, proses weight produk merupakan proses membandingkan antara nilai data faktual dan suatu kriteria yang akan dinilai dengan alternatif dan diharapkan untuk mengetahui perbedaan kompetensinya. Adapun permasalahan muncul ketika sangat sulit untuk menemukan calon pembina yang sesuai dengan kriteria tertentu karena banyaknya kandidat yang tersedia. Selain itu, terdapat berbagai pertimbangan seperti kepribadian, lama kerja, kinerja, pendidikan, umur, serta golongan yang membuat proses pemilihan menjadi semakin kompleks. Penelitian ini bertujuan untuk mengembangkan model sistem pendukung pengambilan keputusan yang dapat mempermudah dan memfasilitasi proses pemilihan calon pembina. Setiap parameter akan dinilai berdasarkan 5 skala tingkatan kepentingan. Penelitian ini menggunakan sejumlah calon pembina sebagai sampel data yang akan diuji. Hasil dari penelitian ini berupa daftar peringkat calon pembina sesuai dengan kriteria yang dipilih, yang dapat dijadikan rekomendasi dalam proses pemilihan calon pembina.
Upaya Peningkatan Kemampuan Siswa SMK Negeri 3 Kendal Melalui Pelatihan Artificial Intelligence Utomo, Victor Gayuh; Ardima, Muhammad Basyier; Pungkasanti, Prind Triajeng
Bahasa Indonesia Vol 21 No 02 (2024): Sarwahita : Jurnal Pengabdian Kepada Masyarakat
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21009/sarwahita.212.6

Abstract

The students of SMK Negeri 3 Kendal, especially the Software and Game Development (PPLG) competency, has not received knowledge related to artificial intelligence which is starting to be widely used in the world of work. The school wanted the student to have knowledge in artificial intelligence. The reason is that artificial intelligence has begun to be widely used in the world of work. To satisfiy the need, this community service proposed to increase the ability of students at SMK Negeri 3. In this community service, the discussed artificial intelligence would be centered on the Large Language Model (LLM). The community service was carried out using the method of raising awareness/increasing understanding of artificial intelligence issues. The training/increasing understanding activity itself is carried out in 4 stages, namely pre-test, presentation, practice and post-test. From the results of the presentation of presentation and practice, several weaknesses emerged. This is related to understanding how artificial intelligence works, the application of artificial intelligence and how to recognize artificial intelligence results. This community service activity conveys correct information regarding these matters. By comparing pre-test and post-test results, which has 8 questions, there is an increase of their knowledge with an average of 25%. The greatest increase in understanding occurred in the question ‘Does AI really understand what it is doing?’ which relates to understanding how artificial intelligence works. The increase in understanding on this question occurred by 50%.   Abstrak Dalam kegiatannya, SMK Negeri 3 Kendal, utamanya kompetensi Pengembangan Perangkat Lunak dan Gim (PPLG), belum mendapat pengetahuan terkait kecerdasan buatan yang mulai banyak digunakan dalam dunia kerja. Pihak sekolah memiliki keinginan agar par siswa dapat memiliki pengentahuan terkait kecerdasan buatan. Hal ini karena kecerdasan buatan sudah mulai banyak dimanfaatkan dalam dunia kerja. Pengabdian masyarakat ini mengusulkan peningkatan kemampuan para siswa SMK Negeri 3 Kendal untuk menjawab masalah yang telah dipaparkan. Secara khusus, pada pengabdian masyarakat ini, pengenalan kecerdasan buatan yang dimaksud akan berpusat pada bentuk Large Language Model (LLM). Kegiatan pengabdian kepada masyarakat kali ini dilakukan dengan metode penyadaran/peningkatan pemahaman terhadap masalah kecerdasan buatan. Kegiatan pelatihan/peningkatan pemahaman sendiri dilakukan dalam 4 tahap, yaitu pre-test, pemaparan/penyuluhan, praktek dan post-test. Dari hasil pemaparan materi dan praktek didapatkan bahwa terdapat beberapa kelemahan yang mengemuka. Hal ini terkait pemahaman cara kerja kecerdasan buatan, terapan kecerdasan buatan dan cara mengenali hasil kecerdasan buatan. Kegiatan pengabdian kepada masyarakat ini menyampaikan informasi yang benar terkait hal-hal tersebut. Hasil dari pre-test dan post-test yang mencakup 8 poin, menunjukkan terdapat peningkatan pemahaman dari peserta dengan rata-rata sebesar 25%. Peningkatan pemahaman terbesar terjadi pada pertanyaan tentang kebenaran bahwa AI memahami apa yang dilakukannya yang terkait pemahaman cara kerja kecerdasan buatan. Peningkatan pemahaman pada pertanyaan ini terjadi sebesar 50%.
Perencanaan Strategi SI/TI Pada Aplikasi Dana Menggunakan Metode SWOT Dan Perbandingan AHP Aldiansyah Fathul Majid; Mochamad Bagus Okta Eka Pramuditya; Prind Triajeng Pungkasanti
Computer Science and Information Technology Vol 5 No 3 (2024): Jurnal Computer Science and Information Technology (CoSciTech)
Publisher : Universitas Muhammadiyah Riau

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

Abstract

This research evaluates user satisfaction with the Dana application using a combination of two methods: SWOT analysis and utilizing one of the decision support system (DSS) methods using the Analytical Hierarchy Process (AHP) method. The SWOT method consists of strengths, weaknesses, opportunities, and threats. (Threats). The purpose of this research is to make the Dana application much better in the future. The main findings indicate that the majority of users show positive satisfaction with the service, supported by the highest rating in the Opportunities criterion in the SWOT analysis with a score of 2.329. This describes the potential of the Dana application to excel and grow in competition with competitors. In the context of AHP method evaluation, three main criteria were evaluated: application appearance, application features, and bank transfer on the Dana application. The evaluation of the application appearance yielded a score of 2.10 and an average rating of 3.16, indicating that most users are satisfied with the application interface. However, there is potential to improve the appearance aspect to better align with user preferences and needs. The application features received a score of 2.32 and an average rating of 3.02. These results show that most users are satisfied with the variety of features offered by the Dana application. Nevertheless, there is potential for improvement in certain features, and a deep understanding of user needs could be a primary focus to enhance customer satisfaction in this aspect. Bank transfer on the Dana application received a score of 2.35 with an average rating of 3.48. Overall, this research provides an understanding of customer satisfaction criteria on the Dana application and serves as a basis for developers to focus on further improvements and developments to achieve optimal satisfaction levels.
STRATEGI SMART BRANDING DALAM PEMBANGUNAN SMART CITY DI KABUPATEN DEMAK EB, Gita Aprinta; Pungkasanti, Prind Triajeng; Handayani, Titis
Interaksi: Jurnal Ilmu Komunikasi Vol 13, No 2 (2024): December 2024
Publisher : Master of Communication Science Program, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/interaksi.13.2.320-335

Abstract

The integration of smart city concepts into urban management has become a prominent strategy for addressing global urbanization challenges. This study examines the implementation of smart branding strategies within the smart city framework of Demak Regency, Indonesia. Drawing from qualitative methods, including interviews with local authorities and focus group discussions with community stakeholders (14 people),, the research highlights the alignment of smart branding initiatives with sustainable development goals and the enhancement of local economic potential. Smart branding in Demak emphasizes leveraging cultural and historical identity, transitioning from its traditional image as a "Wali City" to a dynamic "City of Street Cultural Events." Key initiatives include the Tembiring Creative Fun program, the SIPARTALI tourism system, and the utilization of social media platforms like "Dolan Demak" to promote tourism and community engagement. The results underline the importance of collaboration among government sectors, private stakeholders, and local communities to optimize the branding strategy. Despite achieving initial milestones, challenges persist, such as insufficient community participation and limited inter-departmental collaboration. The study concludes by advocating for a more inclusive, collaborative approach to ensure the sustainability and effectiveness of smart branding in fostering economic development and cultural preservation in Demak Regency.
Implementasi Metode SAW dengan Pembobotan ROC dalam Menentukan Stunting di Posyandu Desa Padang Palupi, Kinanthi Sekar; Putra, Rafli Danu Kusuma; Pungkasanti, Prind Triajeng
Jurnal Tekno Kompak Vol 19, No 2 (2025): AGUSTUS (In Progress)
Publisher : Universitas Teknokrat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33365/jtk.v19i2.5023

Abstract

Stunting merupakan masalah kesehatan yang serius di Indonesia, terutama pada balita yang berada dalam tahap usia dini. Stunting adalah status gizi yang sering terjadi pada anak dibawah 5 tahun karena terjadinya kekurangan gizi sejak dalam kandungan dan pada awal kelahiran. Deteksi dini pada status gizi balita sangat penting untuk mencegah terjadinya kekurangan gizi kronis yang dapat menghambat pertumbuhan anak. Penelitian ini bertujuan untuk menerapkan metode Simple Additive Weighting (SAW) dengan pembobotan Rank Order Centroid (ROC) dalam menentukan status gizi balita di Posyandu Desa Padang. Metode ROC dipilih untuk memberikan bobot pada keriteria yang relevan, sedangkan metode SAW digunakan untuk perhitungan alternatif berdasarkan bobot kriteria tersebut. Peneliti menggunakan data antropometri seperti tinggi badan, berat badan, umur, dan data pendukung lainnya untuk mengidentifikasi status gizi balita. Pengumpulan data dilakukan melalui wawancara dengan bidan desa, yang menghasilkan data antropometri balita yang dianalisis. Hasil menunjukkan bahwa penggunaan metode SAW dengan pembobotan ROC memungkinkan penentuan status gizi balita dengan lebih akurat dan efesien. Hasil nilai preferensi dihitung untuk menentukan skala status gizi balita, yang diklasifikasikan sebagai sangat pendek, stunting, tinggi, dan normal. Penerapan metode SAW dengan pembobotan ROC dalam menentukan status gizi balita ini menunjukkan bahwa metode ini efektif dalam memebantu deteksi dini stunting, mendukung upaya pencegahan, dan meningkatkan kualitas sumber daya manusia. Dengan metode ini, posyandu diharapkan dapat meningkatkan akurasi dalam menentukan status gizi balita serta mengatasi keterbatasan sumber daya manusia. Kata Kunci: Stunting, Metode SAW, Metode ROC, Status Gizi, Posyandu
Penentuan Daerah Prioritas Pembangunan di Jawa Tengah Menggunakan Metode Entropy dan TOPSIS Pangesti, Mey Tri Widya; Ardianto, Brian; Pungkasanti, Prind Triajeng
Dinamik Vol 30 No 2 (2025)
Publisher : Universitas Stikubank

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35315/dinamik.v30i2.10129

Abstract

Provinsi Jawa Tengah memiliki tingkat ketimpangan yang cukup tinggi, terutama di perkotaan. Data BPS Semester 2 Tahun 2024 menunjukkan rasio ketimpangan di perkotaan sebesar 0.392 dan di pedesaan 0.364, yang disebabkan oleh pembangunan wilayah yang belum merata. Pemerataan pembangunan menjadi fokus utama dalam RPJMN 2025–2045 menuju Indonesia Emas 2045, dengan "Pembangunan Kewilayahan" sebagai agenda ke-6 dari 8 agenda pembangunan, dengan tujuan untuk mewujudkan pemerataan dan keadilan pembangunan. Jawa Tengah memiliki 35 kabupaten/kota dengan tantangan pembangunan yang beragam. Untuk mencapai keadilan pembangunan, daerah tertinggal perlu diprioritaskan. Penelitian ini bertujuan memberikan rekomendasi daerah prioritas pembangunan menggunakan Sistem Pendukung Keputusan (SPK) dengan metode Entropy untuk pembobotan kriteria dan TOPSIS (Technique for Order by Similarity to Ideal Solution) untuk penentuan prioritas. Kriteria yang digunakan meliputi aspek pendidikan, ekonomi, dan kesejahteraan masyarakat, seperti Umur Harapan Hidup (UHH), Harapan Lama Sekolah (HLS), Rata-rata Lama Sekolah (RLS), Pengeluaran per Kapita, Indeks Pembangunan Manusia (IPM), Persentase Penduduk Miskin, Tingkat Pengangguran Terbuka (TPT), serta Gini Ratio (rasio ketimpangan ). Hasil analisis menunjukkan bahwa Kabupaten Pemalang, Wonosobo, dan Banjarnegara merupakan daerah prioritas pembangunan. Hasil penelitian ini dapat menjadi rekomendasi bagi pemangku kebijakan untuk mendukung pembangunan yang lebih merata dan berkeadilan.
ISO/IEC 27005-Based E-Learning Risk Management with Blockchain Architecture: A Case Study of Semarang University Irfan, Muhammad Nur; Ramadhania, Salwa; Hadi, Soiful; Pungkasanti, Prind Triajeng
Journal of Information System and Informatics Vol 7 No 3 (2025): September
Publisher : Universitas Bina Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51519/journalisi.v7i3.1265

Abstract

This study aims to analyze information security risk management in the Semarang University E-Learning System using the ISO/IEC 27005 standard and to design a blockchain-based architecture as a conceptual strategy for improving data security. The implementation of blockchain in this study is limited only to the conceptual design stage, which serves as a risk mitigation framework without direct application to the system. The research method uses a Waterfall approach that includes the stages of risk identification, needs analysis, risk evaluation, adjustment through expert judgment, risk prioritization, and design of a blockchain-based mitigation architecture. Data were collected through quantitative surveys of students, lecturers, and system users, and qualitative assessments from information technology administrators. The analysis results show that the risks with very high priority are R005 with a score of 22.03 related to personal data security, and R007 with a score of 21.03 related to system access failure at critical times. The integration of blockchain in this design serves to improve data integrity, transaction process transparency, and service availability through distributed recording and smart contract-based automatic verification. This study provides novelty by simultaneously combining the ISO/IEC 27005 approach and blockchain architecture concepts in the context of a university e-learning system, resulting in a comprehensive strategic framework for information security risk management. The blockchain implementation in this study is limited to the conceptual design stage.
Application of the Aras Method in Problem Completion of Determining the Location of New Student Admission Prind Triajeng Pungkasanti; Henny Indriyawati; Susanto Susanto
International Journal of Information Technology and Business Vol. 4 No. 2 (2022): April: International Journal of Information Technology and Business
Publisher : Universitas Kristen Satya Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24246/ijiteb.422022.16-20

Abstract

During the screening of new students, each state and private institution is required to carry out promotion in order to obtain the number of students according to the predetermined target. Problems that often occur when determining the location of promotion, the New Student Admission Team (PMB) determine the location of promotions randomly without considering several factors that can affect the number of students who will join. This is often done mainly by private university such as Semarang University (USM). To overcome this, a system is needed to provide information for the New Student Admission Team (PMB) in making decisions on the location of USM promotions. This system applies the Additive Ratio Assessment (ARAS) method and criteria that can affect the number of students who will later register because the determination of the location of the promotion is right on target. Criteria and weights include: Distance (cost) with a weight of 30%, number of students (benefit) with a weight of 40%, school status (benefit) with a weight of 20%, and a source of information (benefit) with a weight of 10%. The programming language used by PHP and data bases uses MySQL. The final result of this study is a decision support system that can provide information to the PMB team about the location of the school that has the potential for USM promotion.