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All Journal Jupiter Pixel : Jurnal Ilmiah Komputer Grafis Elkom: Jurnal Elektronika dan Komputer Go Infotech: Jurnal Ilmiah STMIK AUB Teknik: Jurnal Ilmu Teknik dan Informatika ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat NUSANTARA: Jurnal Pengabdian Kepada Masyarakat Jurnal Riset Rumpun Seni, Desain dan Media (JURRSENDEM) Community: Jurnal Pengabdian Pada Masyarakat Pandawa : Pusat Publikasi Hasil Pengabdian Masyarakat SmartComp Journal of Technology Informatics and Engineering Jurnal Ilmiah Sistem Informasi Go Infotech: Jurnal Ilmiah STMIK AUB Jurnal Informatika Dan Tekonologi Komputer KREATIF: Jurnal Pengabdian Masyarakat Nusantara Journal of Engineering, Electrical and Informatics Jurnal Teknik Informatika dan Teknologi Informasi Jurnal Publikasi Ilmu Komputer dan Multimedia Teknik: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer
Andik Prakasa Hadi
Universitas Sains Dan Teknologi Komputer
Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Nursing Public Health Social Sciences Other

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The Enhancing Cybersecurity with AI Algorithms and Big Data Analytics: Challenges and Solutions Nugroho, Setiyo Adi; Sumaryanto, Sumaryanto; Hadi, Andik Prakasa
Journal of Technology Informatics and Engineering Vol. 3 No. 3 (2024): December (Special Issue: Big Data Analytics) | JTIE: Journal of Technology Info
Publisher : University of Science and Computer Technology

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/jtie.v3i3.200

Abstract

As digital transformation accelerates across industries, cybersecurity faces escalating challenges due to increasingly sophisticated cyber threats. This study explores the integration of artificial intelligence (AI) algorithms and big data analytics to enhance cybersecurity systems, focusing on addressing data integration and interpretability issues. Employing a descriptive-qualitative methodology, the research analyzes literature, case studies, and secondary data to evaluate the effectiveness of AI and big data in detecting and mitigating cyber threats. Key findings reveal that deep learning algorithms, such as artificial neural networks, achieved an accuracy of 93% in anomaly detection, outperforming traditional rule-based approaches by 18%. Additionally, big data platforms like Spark demonstrated superior efficiency, processing 500 GB of data in 35 seconds compared to Hadoop’s 60 seconds. However, the study identifies challenges related to the interpretability of AI models and the complexity of integrating diverse datasets, which impede real-time threat detection. Periodic updates to AI training datasets were found to improve detection accuracy by up to 15%, emphasizing the importance of adaptive learning models. This research contributes to the field by proposing strategies to enhance system resilience, including adopting Explainable AI (XAI) for transparency and advanced data integration techniques. The findings underscore the potential of AI and big data to revolutionize cybersecurity, offering organizations a proactive approach to combating evolving cyber threats. Future studies should focus on sector-specific implementations and optimizing response mechanisms for comprehensive security frameworks.
In House Training (IHT) Peningkatan Kompetensi Guru Dalam Pemanfaatan IT SD Islam Plus H.M Subandi Kabupaten Semarang Rudjiono, Rudjiono; Hadi, Andik Prakasa; Zainudin, Ahmad; Agus Priyadi; Agustinus Budi Santoso; Nugroho, Setiyo Adi; Kusumajaya, Robby Andika
Community : Jurnal Pengabdian Pada Masyarakat Vol. 3 No. 3 (2023): November : Jurnal Pengabdian Pada Masyarakat
Publisher : LPPM Sekolah Tinggi Ilmu Ekonomi - Studi Ekonomi Modern

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/community.v3i3.413

Abstract

Dalam tahun tahun terakhir ini teknologi informasi dan komunikasi (TIK) telah memasuki seluruh elemen kehidupan, yang menyebabkan perubahan pada pola kehidupan sosial dan ekonomi, dan juga pada bidang pendidikan. TIK telah meresap memasuki kehidupan sehari-hari, dan penggunaannya menjadi persyaratan mendasar dalam proses pendidikan yang bermutu. Pendidikan yang bermutu sendiri akan terjamin oleh guru-guru yang berkompeten di bidangnya . IN HOUSE TRAINING (IHT) dalam rangka PENINGKATAN KOMPETENSI GURU pada lembaga SDIP H.M Subandi Kab. Semarang ditujukan dalam usaha peningkatan kinerja dan performa para guru di SDIP H.M Subandi Wilayah Kab. Semarang. Kegiatan ini didasarkan dari hasil observasi yang menunjukkan masih minimnya pengetahuan di bidang Teknologi Informasi yang dimiliki Kepala Sekolah setempat beserta Guru tentang teknologi informasi, khususnya terkait kesulitan dalam pembuatan soal-soal secara Online atau CBT. peserta pelatihan merasa terpuaskan dengan adanya Program In House Training (IHT) Peningkatan Kompetensi Guru Dalam Pemanfaatan IT ini karena melalui program ini mereka telah dapat mempraktekkan dalam pelatihan dan telah menguasai pengaplikasian ilmu yang diperoleh dalam materi pelajaran dalam upaya meningkatkan skill dan performa guru dalam menggunakan Teknologi Informasi.
Bagaimana Teknologi Digital Mendukung Pendidikan Dasar: Pelatihan AI untuk Guru Andik Prakasa Hadi; Setiyo Adi Nugroho; Rudjiono Rudjiono; Agus Priyadi; Ahmad Zainudin
Nusantara: Jurnal Pengabdian kepada Masyarakat Vol. 5 No. 2 (2025): Mei: NUSANTARA Jurnal Pengabdian Kepada Masyarakat
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/nusantara.v5i2.4607

Abstract

The advancement of artificial intelligence (AI) has opened new opportunities in education, particularly at the primary level. This article presents the outcomes of an AI training program for early childhood education (PAUD) teachers in Semarang Regency, aimed at enhancing their understanding and skills in integrating technology into teaching and administration. The study employed observations, interviews, post-tests, and focus group discussions. Findings reveal significant improvement in teachers’ abilities to use tools like ChatGPT and Canva, alongside increased confidence in adopting technology. However, infrastructure limitations and lack of post-training support remain key challenges. The study highlights the need for continuous and adaptive training to ensure successful AI integration in education.
Rancang Bangun Sistem Informasi Website Company Profile pada Industri Perhotelan Agus Priyadi; Andik Prakasa Hadi; Ahmad Zainudin; Ayrelliano Reyvanda Nugroho
Teknik: Jurnal Ilmu Teknik dan Informatika Vol. 4 No. 2 (2024): Oktober : Teknik: Jurnal Ilmu Teknik dan Informatika
Publisher : LPPM Sekolah Tinggi Ilmu Ekonomi - Studi Ekonomi Modern

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/teknik.v4i2.581

Abstract

This study aims to develop a web-based information system as a company profile for the hospitality industry, specifically for Hotel Griya Wijaya Ambarawa. The development method used is Research and Development (R&D), involving an iterative process to enhance the efficiency and effectiveness of the website. The results of this study indicate that the designed website not only improves hotel promotion but also expands market reach through interactive features such as an online reservation system and social media integration. The website is also designed to provide an optimal user experience with a responsive design, ultimately increasing reservations and customer satisfaction.
SISTEM INFORMASI PERSEDIAAN OBATBERBASIS WEB DI RUMAH SAKIT BINA KASIH AHMAD ZAINUDIN; Andik Prakasa Hadi; AGUS PRIYADI
Jurnal Ilmiah Sistem Informasi Vol. 3 No. 3 (2024): November : Jurnal Ilmiah Sistem Informasi
Publisher : LPPM Universitas Sains dan Teknologi Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/2xwvpm83

Abstract

Effective drug inventory management is essential for hospital pharmacy management to prevent stock shortages and waste due to expiration. Bina Kasih Hospital faces obstacles such as manual recording and reporting difficulties. This study designs a web-based drug inventory information system with waterfall methodology, using PHP, MySQL, and Bootstrap interface. This system allows real-time data access, stock tracking, automatic notification, and data integration. Testing using black-box and user acceptance testing showed increased operational efficiency, with a reduction in recording errors of up to 80% and an acceleration of reporting of up to 50%. This system supports auditing, reporting, and data integration. This solution is expected to optimize Bina Kasih Hospital's pharmacy management, with the potential for further development for integration with electronic medical record modules and procurement systems.
Pengembangan Media Tajwid Interaktif Berbasis Augmented Reality untuk Meningkatkan Visualisasi Hukum Bacaan di Madrasah Aliyah Andik Prakasa Hadi; Rudjiono Rudjiono
Jurnal Riset Rumpun Seni, Desain dan Media Vol. 4 No. 2 (2025): Oktober: Jurnal Riset Rumpun Seni, Desain dan Media
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jurrsendem.v4i2.6895

Abstract

This study explores the development and implementation of an Augmented Reality (AR)-based learning medium to enhance students’ understanding of tajwid at Madrasah Aliyah. The background of this research stems from the limited effectiveness of conventional teaching methods and the relatively low interest of students in learning tajwid. AR-based learning was chosen because it provides a more interactive and contextualized learning experience that actively engages learners. The research employed a Research and Development (R&D) approach using the ADDIE model, which consists of analysis, design, development, implementation, and evaluation stages. The participants were Madrasah Aliyah students selected as the experimental group. The findings reveal that the AR learning medium significantly improves students’ comprehension of tajwid rules compared to traditional learning approaches. Moreover, students reported high levels of satisfaction, noting that the media was engaging, user-friendly, and capable of visualizing abstract tajwid rules in a clear and accessible manner. In conclusion, integrating AR technology into Islamic education, particularly tajwid learning, holds great potential to improve learning quality while fostering students’ motivation to explore the subject more deeply.
Workshop on Utilizing Artificial Intelligence (AI) for Teachers as a Learning Aid at Bina Insani Elementary IT School Semarang Andik Prakasa Hadi; Rudjiono; Ahmad Zainudin; Setiyo Adi Nugroho; Agus Priyadi
KREATIF: Jurnal Pengabdian Masyarakat Nusantara Vol. 4 No. 2 (2024): Juni : Jurnal Pengabdian Masyarakat Nusantara
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/kreatif.v4i2.2872

Abstract

The utilization of technology has influenced many aspects of life, and one of the fields affected is education. Basic education must adapt to the evolving era influenced by technology. The implementation of a workshop on the utilization of AI as a learning tool is based on observations and interviews with the headmaster of SD IT Bina Insani Semarang. This workshop introduces AI technology to the teachers of SD IT Bina Insani, along with its advantages and disadvantages. During the workshop, participants not only receive theoretical material but also engage in practical exercises in utilizing AI, guided by the team from PPM Universitas STEKOM Semarang. The evaluation of participants' understanding of the material on the use of AI is conducted directly during the practical sessions, considering the participants' active involvement throughout the workshop.
Meningkatkan Kinerja Keuangan UMKM melalui Sistem Informasi Andik Prakasa Hadi; Rudjiono Rudjiono; Setiyo Adi Nugroho; Ahmad Zainudin; Agus Priyadi
Jurnal Teknik Informatika dan Teknologi Informasi Vol. 5 No. 1 (2025): April: Jurnal Teknik Informatika dan Teknologi Informasi
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jutiti.v5i1.5057

Abstract

Digitalization in business has started to penetrate various sectors, particularly in assisting with the preparation of financial statements to improve financial performance. However, small and medium-sized enterprises (SMEs), as business entities in society, have not fully embraced digitalization. The main challenge is the lack of integration between SMEs' financial systems and technology, which impacts their financial performance. The current system cannot automatically record financial transactions, often lacks accuracy, contains errors, and is inefficient in recording and generating reports. To enhance the financial performance of SMEs by leveraging technology, a new information system has been designed to accelerate the preparation of automated financial statements, with a high level of accuracy in transaction recording. Three variabels were observed and tested, including automation, accuracy, and time efficiency. The system development followed the System Development Life Cycle (SDLC) methodology, while testing was conducted by analyzing questionnaire data. The test results revealed a strong relationship between the variabels. The information system significantly contributes to financial performance, accounting for 95%, and has a significant impact on financial performance. These findings indicate that the implementation of an accounting information system for financial management is highly feasible. Additionally, the system can serve as an effective technological solution to help improve the financial performance of SMEs.
Multiuser Based Inventory Information System In Kopel Dolog Semarang Judia Septiana; Didik Sofian Haryadi; Andik Prakasa Hadi
Journal of Engineering, Electrical and Informatics Vol. 3 No. 1 (2023): Februari : Journal of Engineering, Electrical and Informatics
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jeei.v3i1.2860

Abstract

Inventory of goods or inventory is goods or work equipment used in processing the business being carried out or operational equipment of a company. Without inventory, business activities will not be carried out well, for this reason the existence of inventory is very important. The Goods Inventory Information System in a cooperative has quite an important role. One of the problems that often arises in an inventory system is not being able to know the exact number and condition of goods available. In terms of presenting information, the inventory system is implemented on a multiuser basis, where a multiuser system is a computer system that can execute several applications owned by two or more users concurrently and independently. Concurrent means applications can be active simultaneously and compete with each other to use resources such as CPU, memory, hard disk, and so on. Independent means that each application can carry out its tasks without having to care about what other users are running This information system makes it easy to provide inventory information. Apart from that, this system also makes it easier and faster to access information, data and its processing. The new system aims to make it easier for a company to carry out its operational activities, where this system will always ensure that data or information is provided to users quickly, precisely, accurately and at any time it is needed. From the system that has been implemented previously with matters relating to system weaknesses in the company, information or data about the inventory system which was initially very slow to access has now become easier. So that the company's operational activities run smoothly and all weaknesses in the old system can be replaced automatically.
Information System Inventory Of Office Writing Equipment At PT Lion Super Indo Majapahit Semarang Branch Herlina Dini Damayanti; Dani Sasmoko; Andik Prakasa Hadi
Journal of Engineering, Electrical and Informatics Vol. 3 No. 2 (2023): Juni : Journal of Engineering, Electrical and Informatics
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jeei.v3i2.2866

Abstract

A computerized system is the use of a computer as a tool in data processing activities that are carried out manually. Inventory is all kinds of company goods that are available to be processed in the production process or sold. PT LION SUPER INDO is a company operating in the trading sector. PT LION SUPER INDO has 151 branches, one of which is PT Lion Super Indo Majapahit branch. The problem that often arises is the management of office stationery, the availability of which is not maintained, because there are obstacles in the process of using office stationery activities which are recorded manually. This can result in excess, shortage, or running out of Office Stationery. The method used is through the process of observation and interviews, namely by observing the management of office stationery supplies and obtaining the data the author needs in implementing the system. Implementation takes the form of the final result achieved, namely the formation of an information system based on visual basic programming, because by using this system you will be able to process data quickly and accurately. From this research it can be concluded that with the design of an office stationery supply information system at PT LION SUPER INDO Majapahit Branch based on Visual Basic, it can provide accurate information services. If there is an order transaction, the office stationery data can also be added to the store warehouse data automatically. Likewise, if there is a usage transaction, it will automatically reduce the stock in the store's warehouse data, so that the office stationery data will match the physical goods. And makes it easier for leaders to make office stationery decisions in ordering in each period.
Co-Authors Agus Priyadi Agus Priyadi Agus Priyadi Agustinus Budi Santoso Ahmad Zainudin Ahmad Zainudin ALDO KRISDIANANTA Anatasya, Divalent Eighteen Ayrelliano Reyvanda Nugroho Bayu Anggoro Tirta Kencana Candra Supriadi Danang Danang Dani Sasmoko Daniel Rudjiono Dewi Widyaningsih Didik Sofian Haryadi Didik Wijaksono Edwin Zusrony Eni Kristina Pujiastuti Ester Dian Santos Faiz Abdul Rokhman Fandy Achmad Faizal Herlina Dini Damayanti Imaliya, Tri Indra Ava Dianta Iqbal Hakim Judia Septiana Jundi Azis Kuncoro, Wreda Agung Kusumajaya, Robby Andika Maya Utami Dewi, Maya Utami Nuris Dwi Setiawan Priyadi Priyadi Raden Mohamad Herdian Bhakti Rais Rais Rimba Sudarmadi Rizky Ridwan Saputra Rizky Ridwan Saputra S Siswanto Setiyo Adi Nugroho Setiyo Adi Nugroho Singgih Aliana Winastuti Sugiarto Sugiarto Sumaryanto Sumaryanto, Sumaryanto Suryani Suryani Wibowo, Mars Caroline Wijaksono, Didik Yunianto, Irdha