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Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi)
Published by Ikatan Ahli Informatika Indonesia
ISSN : -     EISSN : 25973584     DOI : -
Core Subject : Science,
Computer Science & IT
Seminar Nasional Sistem Informasi dan Teknologi (SISFOTEK) merupakan ajang pertemuan ilmiah, sarana diskusi dan publikasi hasil penelitian maupun penerapan teknologi terkini dari para praktisi, peneliti, akademisi dan umum di bidang sistem informasi dan teknologi dalam artian luas.
Arjuna Subject : Ilmu Komputer (semua kategori) - Aplikasi Ilmu Komputer
Articles 471 Documents
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Implementasi Retrieval Augmented Generation untuk Layanan Informasi Kampus dengan Chatbot Berbasis AI Tribber, Yoni; Kusnadi, Kusnadi; Asfi, Marsani
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

Information technology plays a crucial role in enhancing knowledge and awareness, particularly in educational institutions with intense competition among universities. Students and the general public still face difficulties in obtaining the necessary information due to the numerous available platforms and the lack of effective search features. This research aims to develop an AI-based chatbot, specifically using Large Language Models (LLM), that can offer efficient and responsive solutions for information services in educational institutions. By integrating the chatbot into the Telegram application, it is expected to facilitate users in quickly and accurately obtaining information. This chatbot is built with a Retrieval Augmented Generation (RAG) approach that enhances LLM capabilities and helps in obtaining fast and accurate information. The chatbot is developed using software such as Langchain to manage the RAG process, Python as the programming language, ChromaDB as the vector database, and Gemini AI to support the LLM model. Performance evaluation is conducted using RAGAS to ensure the quality and accuracy of responses. Testing with 10 sample questions showed positive results, a context precision score of 93%, faithfulness 100%, answer relevancy 96%, context recall 100%, answer correctness 71%, and answer similarity 93%. These results indicate that an RAG-based chatbot can be an effective tool to improve information accessibility in educational institutions.
Implementasi Pengamanan Terhadap Server Menggunakan Next Generation Firewall (NGFW) Nuriana, Syahrul Ramadhan; Sutanto, Imam; Anwar, Nizirwan
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

The high use of information technology carries a significant risk of cyber attacks, making it important for organisations to secure their servers to prevent intrusion and data leaks. This research focuses on the development and implementation of a CheckPoint Next Generation Firewall (NGFW) configured to mitigate cyber attacks, especially those included in the OWASP Top 10, with a Network Development Life Cycle (NDLC) approach. The research results show that implementing NGFW effectively improves server security and protects against cyber attacks. These findings emphasize the importance of NGFWs in an organization's network security architecture, with the right configuration serving as a proactive mitigation tool against cyber threats.
Analisis Profil Peserta Webinar Implementasi Kurikulum Merdeka dengan Microsoft Power BI untuk Meningkatkan Akses dan Kualitas Pembelajaran Kuswayati, Sri; Rusdan, Muchamad; Agustina, Nova
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

Implementation of Kurikulum Merdeka faces a number of challenges. One of the main challenges is the readiness and competence of educators in understanding and implementing this new curriculum. Implementing webinars has become a popular solution for delivering information and training regarding the Kurikulum Merdeka, but its effectiveness still needs to be further evaluated to ensure that all educators can access and utilize this information well. Analysis of an in-depth understanding of the profile of webinar participants is important to design professional development programs that are more targeted and effective. This research uses Microsoft Power BI and a quantitative descriptive approach which aims to provide an overview of the characteristics of webinar participants based on numerical data collected through participation data. This research population includes all participants from webinar series 1, 2, 3, and 4 regarding the Implementation of the Independent Curriculum. Sampling used a purposive sampling technique, with samples taken from 182 participants who actively took part in the webinar series. The results show that the elementary school level is the type of institution that has the most registrations for the entire webinar series. However, it should be noted that the total number of participants at other levels in each series is relatively small, especially for levels other than elementary school. This may affect the validity of the generalization. This indicates the possibility of other factors influencing the number of registrants at each level. For further research, it is recommended to collect more complete data on participant characteristics, such as geographic location, field of study, and reasons for enrollment.
Pengembangan Sensor IOT Untuk Monitoring Kualitas Udara di Area Perkantoran Suherman, Reza Bintang; Sekti, Binastya Anggara
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

Air pollution poses a significant threat to public health and the environment. To address this issue, the development of Internet of Things (IoT)-based air quality monitoring systems has gained prominence. This study aims to design and analyze an IoT-based system capable of real-time monitoring of various air quality parameters such as PM 2.5, CO, CO2, temperature, humidity, and air pressure. Through a literature review and conceptual system design, the study identifies the potential of IoT-based systems in improving air quality understanding and decision-making. However, challenges including sensor advancement, reliable connectivity, power infrastructure, and data security must be overcome. By addressing these challenges, IoT-based air quality monitoring systems can play a crucial role in maintaining healthy air quality for communities.
Mengoptimalkan Platform Pembelajaran Online untuk Meningkatkan Keterlibatan Siswa Selama Pandemi COVID-19 Darlan, Muhamad; Sekti, Binastya Anggara; Hasanah, Diannur
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

The COVID-19 pandemic has necessitated drastic changes in higher education, leading to a sudden shift to online learning. This literature review analyzes the effectiveness, influencing factors, challenges, and solutions in the context of online learning during the pandemic from 2020 to 2022. A systematic review methodology was employed, including searches in major databases, screening of 150 initial articles, and final analysis of 50 selected studies. The results show a positive effectiveness of online learning (d = 0.38), emphasizing the quality of teacher-student interaction, course design, technology competency, institutional support, and intrinsic motivation. Challenges like internet connectivity and social interaction were identified, with solutions including technology infrastructure, digital training, alternative assessment methods, and psychosocial support. Further research is recommended for longitudinal studies and specific strategies to enhance student engagement in online learning.
Optimalisasi Jaringan Internet Sekolah dengan Fiber Optic, UTP Cat 6, dan VLAN Sunaryo, Budi; Hamdi, Khairil; Rusydi, Muhammad Ilhamdi; Hazmi, Ariadi; Yuhefizar, Yuhefizar
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

The use of the internet in schools has become essential to support teaching and learning activities, but issues such as uneven network distribution and suboptimal performance often arise. This study aims to address these problems by implementing Fiber Optic, UTP Cat 6, and Virtual Local Area Network (VLAN) technologies to enhance the stability and speed of the school’s internet network. Using the Network Development Life Cycle (NDLC) method, which includes analysis, design, simulation, implementation, and monitoring phases, the study results showed a 30% increase in network throughput and a reduction in average latency by 15%. Additionally, the VLAN configuration successfully separated data traffic, improving the security and efficiency of the network. The network was able to support more than 1000 users with stable performance. In conclusion, the implementation of these technologies significantly optimized the school’s internet network and can serve as a technical guide for other schools seeking to improve their network quality.
Analisis Kebutuhan Sistem Informasi untuk Smart Irrigation di Kabupaten Agam Zulfadli, Zulfadli; Arnita, Arnita; Mufti, Dessi; Sunaryo, Budi; Illahi, Ridho Pratama
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

Agriculture plays an important role in the economic structure of Agam Regency, where the majority of the population relies on agriculture as their main source of income. A well-functioning irrigation system is essential to support this agricultural sector, and its optimal management is essential. Inadequate irrigation management can have various negative impacts, including the conversion of agricultural land into empty or unproductive land, which then impacts regional income and the welfare of local farmers. This study emphasizes how irrigation assets are managed in Agam Regency and the obstacles encountered. In a region that is predominantly dependent on agriculture, approximately 70% of the land is used for agriculture, including 885 irrigation sites that require efficient management and rehabilitation, often carried out by authorities together with farmer groups. This research focuses on answering the urgent need for an integrated information system for irrigation management in Agam Regency. It is aspiring to develop a roadmap for implementing smart irrigation through information systems. Furthermore, practical investigations will develop information systems to facilitate decision-making processes in better irrigation management. The research methodology uses a qualitative descriptive method, which involves collecting data through questionnaires and interviews with relevant stakeholders, parties from government and farmer groups. Data will be processed using descriptive statistical analysis, focusing on the main problems identified during the research. Result of this study as a basic step towards developing an integrated information system for smart irrigation management in Agam Regency, which aims to improve agricultural sustainability, increase income and resource efficiency.
Kajian Kerentanan Keamanan Website Universitas XYZ Menggunakan Framework Open Web Application Security Project (OWAS) Ramadhan, Teguh Reskya; Amelia, Riska; Sunaryo, Budi; Zulfadli, Zulfadli; Arnita, Arnita
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

Website security is a critical priority for educational institutions, including XYZ University, to safeguard their data and services from cyber threats. This study aims to assess the security vulnerabilities of XYZ University's website using the Open Web Application Security Project (OWASP) framework. The analysis revealed that the website has high-security risks with multiple vulnerabilities, such as Injection, Cross-Site Scripting (XSS), and Security Misconfiguration. The study employs an OWASP-based approach, encompassing risk identification, vulnerability analysis, and mitigation recommendations. The findings indicate that the primary weaknesses stem from inadequate input data protection, delayed software updates, and weak access controls. This research provides strategic recommendations to mitigate security risks, including strengthening input validation, updating systems, and implementing robust data encryption mechanisms. The results are expected to enhance the security posture of XYZ University's website and serve as a reference for proactive measures against cyber threats.
Sistem Keamanan IoT dengan Sensor RFID dan Kamera ESP32 untuk Verifikasi Identintas dan Visual Gunawan, Imam; Hamdi, Khairil; Moko, Joyo Kilat; Sunaryo, Budi
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

The main problem faced by the madrasah is the lack of visual evidence that can cause a number of problems, including misuse of access cards and the inability to identify perpetrators using fake cards if they want to adopt RFID technology as a security system. This study aims to develop an Internet of Things (IoT)-based security system at Madrasah Ibtidaiyah Wathoniyah Sumber Makmur by utilizing RFID sensors and ESP32 cameras. The system developed is designed to automatically verify identity and provide visual notifications sent via Telegram. The research process began with the collection of qualitative data through direct observation and interviews with the principal, which provided in-depth insights into the existing problems, history, and vision, mission, and organizational structure of the madrasah. Library research was also conducted to collect information from various relevant books and scientific articles, providing the theoretical basis needed for system development. In addition, laboratory research focused on testing and validating prototypes involving hardware components such as ESP32, ESP32 Cam, and PN532 sensors as well as software developed using software such as Arduino IDE, Telegram, and Visual Studio Code. The development method in this study uses a prototyping method that involves active collaboration between designers and end users to ensure that the resulting solution is in accordance with user needs and expectations. The conclusion is that the developed system significantly improves security and access management in madrasahs. This system has proven effective in reducing the risk of access card misuse by providing the necessary visual evidence and accurately detecting illegal access attempts, and can identify perpetrators in illegal access attempts with fake access cards that can be spam.
Model Rekomendasi Makanan Menggunakan Content-Based dan Collaborative Filtering Falahah, Falahah; Komalasari, Rita
Prosiding SISFOTEK Vol 8 No 1 (2024): SISFOTEK VIII 2024
Publisher : Ikatan Ahli Informatika Indonesia

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Abstract

The Food Recommendation System is one of the most popular implementations of the recommendation system in everyday life.

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