Article Per Year (5 Year)
p-Index From 2020 - 2025
0.562
P-Index
This Author published in this journals
All Journal Jurnal Sintaks Logika (JSilog)
Febria Wardhani, Dyah
Unknown Affiliation
Computer Science & IT

Published : 3 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 3 Documents
Search

 1 
Implementasi Implementasi Hand Gesture Recognition Berbasis Computer Vision untuk Kontrol Permainan Subway Surfers Ahmad Rifa'i; Febria Wardhani, Dyah
Jurnal Sintaks Logika Vol. 5 No. 2 (2025): Mei 2025
Publisher : Fakultas Teknik Universitas Muhammadiyah Parepare

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31850/jsilog.v5i2.3772

Abstract

The advancement of computer vision has created new possibilities for human-computer interaction, especially in digital games. This study develops a hand gesture-based control system for Subway Surfers using computer vision. The system enables players to control the game character through hand gestures captured by a camera, eliminating the need for conventional input devices like keyboards or touchscreens. The methodology involves capturing gesture data, processing images to extract gesture features, implementing a recognition model using MediaPipe Hands and Convolutional Neural Network (CNN), and integrating the system with the game via input control emulation. Testing evaluates gesture recognition accuracy, system responsiveness, and user experience. Results show the system achieves an average accuracy of 85% under stable lighting and a response time of 100–150 ms, which is acceptable for real-time gameplay. These findings indicate that hand gesture-based controls using computer vision are feasible and effective for controlling Subway Surfers. This research contributes to the development of more immersive human-computer interaction, particularly in gaming and interactive applications.
Perkembangan Kecerdasan Buatan Dalam Industri Video Game Izza, Muhammad Gausan; Febria Wardhani, Dyah
Jurnal Sintaks Logika Vol. 5 No. 2 (2025): Mei 2025
Publisher : Fakultas Teknik Universitas Muhammadiyah Parepare

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31850/jsilog.v5i2.3773

Abstract

Abstract Artificial Intelligence (AI) has played an increasingly significant role in the video game industry, providing more dynamic and realistic gaming experiences. This research discussed the development of AI in video games, spanning from basic techniques to advanced algorithms. Over the past decades, AI has evolved from simple scripts into systems capable of learning and adapting through machine learning and neural network-based approaches. The application of AI in video games has included enhancing the behavior of non-playable characters (NPCs), optimizing game mechanics, and personalizing user experiences. Furthermore, AI has been utilized in procedural content generation (PCG) to automatically create expansive and diverse game worlds. This article also explored the challenges and future prospects of AI within the gaming industry, encompassing the ethics of AI implementation and its influence on game design. It was concluded that advancements in AI technology are expected to continue to elevate the interactivity and complexity of games, thereby creating more immersive experiences for players.
Pemanfaatan AI Dalam Dunia Game Ahmad Padla Kamal; Febria Wardhani, Dyah
Jurnal Sintaks Logika Vol. 5 No. 2 (2025): Mei 2025
Publisher : Fakultas Teknik Universitas Muhammadiyah Parepare

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31850/jsilog.v5i2.3774

Abstract

The utilization of artificial intelligence (AI) in the gaming industry has significantly advanced, impacting gameplay experience, game development, and player interaction. This study analyzes AI applications in various aspects of the industry, including the development of non-player characters (NPCs), enhancement of gameplay realism, and optimization of game design, using literature review and analysis of modern implementations. The findings reveal that AI enhances NPC intelligence, enables more adaptive and challenging gameplay, and supports developers in procedural design and testing. Moreover, AI processes player data to deliver personalized and dynamic experiences. In conclusion, AI fosters innovation and efficiency in game development, though challenges such as balancing AI with player engagement and addressing ethical concerns in data usage must be considered for sustainable and responsible growth.
Co-Authors Ahmad Padla Kamal Ahmad Rifa'i Izza, Muhammad Gausan