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All Journal Jupiter E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis Pixel : Jurnal Ilmiah Komputer Grafis Elkom: Jurnal Elektronika dan Komputer Jurnal Manajemen & Supervisi Pendidikan Al Qodiri : Jurnal Pendidikan, Sosial dan Keagamaan INOVTEK Polbeng - Seri Informatika Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Teknologi Informasi dan Komunikasi Journal of Food System and Agribusiness (JoFSA) Teknik: Jurnal Ilmu Teknik dan Informatika ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat Journal of Applied Business, Taxation and Economics Reseach INFORMATIKA Dinamika NUSANTARA: Jurnal Pengabdian Kepada Masyarakat KREATIF: Jurnal Pengabdian Masyarakat Nusantara Jurnal Publikasi Ilmu Komputer dan Multimedia Teknik: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer Community: Jurnal Pengabdian Pada Masyarakat Global Education Journal Pandawa : Pusat Publikasi Hasil Pengabdian Masyarakat Social Science Academic SmartComp Journal of Technology Informatics and Engineering As-Sakinah Jurnal Hukum Keluarga Islam Jurnal Ilmiah Sistem Informasi International Journal of Graphic Design Social Sciences Journal (SSJ) TECHNOLOGIC KREATIF: Jurnal Pengabdian Masyarakat Nusantara
Ahmad Zainudin
Universitas Sains Dan Teknologi Komputer
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Leveraging Machine Learning for Personalized Recommendations in Mobile Tourism: A Study on Collaborative and Content-Based Filtering zainudin, ahmad; Siswanto, Edy
Journal of Technology Informatics and Engineering Vol. 3 No. 2 (2024): Agustus : Journal of Technology Informatics and Engineering
Publisher : University of Science and Computer Technology

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/jtie.v3i2.190

Abstract

The rapid growth of the tourism industry, coupled with the increasing reliance on mobile technology, necessitates the development of intelligent applications that enhance user experience through personalized recommendations. This research investigates the application of machine learning techniques, specifically Collaborative Filtering and Content-Based Filtering, to create a mobile tourism application that addresses the challenges of providing relevant and tailored suggestions to users. The primary objective of this study is to improve user satisfaction and engagement by delivering precise recommendations based on individual preferences and behaviors. To achieve this, the research employs a mixed-methods approach, combining quantitative data analysis from user interactions and qualitative assessments of user feedback. The study utilizes datasets sourced from reputable platforms, including user ratings and demographic information, to train the recommendation algorithms effectively. The evaluation of the implemented system demonstrates a significant increase in recommendation accuracy, leading to enhanced user satisfaction and increased visitation rates to tourist attractions. The findings indicate that the integration of Collaborative Filtering and Content-Based Filtering not only optimizes the personalization of recommendations but also fosters user loyalty and engagement with the application. By leveraging machine learning techniques, tourism providers can better understand user preferences, ultimately leading to a competitive advantage in a crowded market. This study contributes to the ongoing discourse on the intersection of technology and tourism, offering valuable insights for future research and application development in this dynamic field.
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 : Pusat Riset dan Inovasi Nasional

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.
Hak dan Kewajiban Suami Istri Dan Harta Bersama Dalam Perkawinan Menurut UU No. 1 Tahun 1974 Zainudin, Ahmad
Al Qodiri : Jurnal Pendidikan, Sosial dan Keagamaan Vol. 18 No. 1 (2020): Al Qodiri : Jurnal Pendidikan, Sosial dan Keagamaan
Publisher : Lembaga Penelitian, Pengabdian kepada Masyarakat dan Publikasi Ilmiah (LP3M) Institut Agama Islam (IAI) Al-Qodiri Jember, Jawa Timur Indonesia bekerjasama dengan Kopertais Wilayah 4 Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (501.236 KB)

Abstract

Abstrak – Suatu perkawinan kadang-kadang terdapat beberapa macam harta perkawinan. Menurut Undang-Undang No. 1 Tahun 1974 yaitu harta bawaan, harta asal dan harta bersama. Ketiga harta perkawinan di atas, harta bawaan masing-masing suami/isteri mempunyai hak sepenuhnya untuk melakukan perbuatan hukum sedangkan mengenai harta bersama ialah harta yang diperoleh selama perkawinan suami atau isteri dapat bertindak atas persetujuan kedua belah pihak. Selanjutnya menyangkut harta bersama, yang didapat oleh isteri/suami atau hanya oleh suami atau isteri saja, merupakan pendapatan bersama serta tanggung jawab bersama. Perkawinan merupakan salah satu kebutuhan masyarakat yang cukup menonjol dalam kehidupan bermasyarakat. Dengan adanya Undang-Undang No. 1 Tahun 1974 tentang Pokok-pokok Perkawinan, maka telah memberikan landasan hukum perkawinan yang berlaku bagi berbagai golongan masyarakat di Indonesia. Kata Kunci: Hak dan Kewajiban, Harta Bersama, Perkawinan.
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.
Development of AR and VR Home Brochure Applications PT. Griya Pantura Mandiri Kendal Based on Android Muhammad Khoiril Anaam; Ahmad Zainudin
International Journal of Graphic Design Vol. 2 No. 1 (2024): May : International Journal of Graphic Design
Publisher : University of Science and Computer Technology

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

Abstract

Based on observations, promotional media used at PT. Griya Pantura Mandiri Kendal is a brochure. The effectiveness of the brochure as a promotional media tool so far has not been enough to have an impact on the level of understanding of information and product visualization by the user. This research offers a solution to the use of Augmented Reality (AR) and Virtual Reality (VR) technology as an attractive visualization media promotion tool, users can see the object of the house according to the type scanned using an Android device, in addition they can visit the house according to that type in advance with virtual Android devices. The validity value of media experts was 3.8 which was declared feasible, while the validity value of material experts was 4 which was declared feasible, and product trials by users increased the understanding of information and visualization in the brochure from 28% initially to 88%. Based on the results of observations, the promotional media used at PT. Griya Pantura Mandiri Kendal is a brochure. The effectiveness of brochures as a promotional media tool so far has not had enough impact on the level of understanding of information and product visualization by users. This research offers a solution for utilizing Augmented Reality (AR) and Virtual Reality (VR) technology as an attractive promotional media visualization tool for users. can see house objects according to the type scanned using an Android device, apart from that they can visit houses according to that type first virtually with an Android device. The validity value from media experts was 3.8, which was declared feasible, while the validity value from material experts was 4, which was declared feasible, and product trials by users increased understanding of information and visualization in brochures from initially 28%, increasing to 88%.
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.
Co-Authors Aan Tya Ervina Agus Priyadi Agus Priyadi Agus Priyadi Agus Sumanto Agustinus Budi Santoso Al-Muqri, Fatima ALDO KRISDIANANTA Andik Prakasa Hadi Anisah, Ida Ayrelliano Reyvanda Nugroho basori, Chamdan Choirul Anam AM Diponegoro Danang Danang Dani Sasmoko Daniel Rudjiono Desy Intan Permatasari, Desy Intan Dewi Prehantini Wahyuningtyas Dewi Widyaningsih Dimas Pamungkas Edwin Zusrony Efendi, Nur Mahfud Eka Samsul Maarif Eko Rustanto Ester Dian Santos H.B.N.MS, Ayyub Haris Setyawan Hendhi Hermawan Hendy Briantoro Jogatama Purhita, Edy Kurnia Minarsih Kusumajaya, Robby Andika Lutfil Hakim Arif Efendi Moh Muthohir Muhammad Khoiril Anaam Mukhlisin Mukhlisin Nasikh Nuris Dwi Setiawan Permatasari, Adinda Priyadi Priyadi Priyadi Priyadi Raden Mohamad Herdian Bhakti Rizki Sidik Wicaksono Rudjiono Rujiono Samsudin Santi Widiastuti Sarwo Nugroho Setiani, Tri Setiyo Adi Nugroho Siswanto, Edy Siti Sohiroh Sugiarto S Tamrin Fathoni Tantik Sumarlin . Wibowo, Mars Caroline Yuli Fitrianto