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Analisa Perbandingan Metode SMART dan SAW dalam Rekomendasi Rumah Kost di Wilayah Perbatasan Gudiato, Candra; Mira; Noviyanti P
Bulletin of Computer Science Research Vol. 5 No. 4 (2025): June 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bulletincsr.v5i4.501

Abstract

The selection of a boarding house is an important decision that cannot be made arbitrarily because a boarding house is a place to rest after a day of activities outside, whether for work or studying. The border area differs slightly from other areas, adding complexity to the list of considerations in searching for a boarding house. To address the varying preferences, a Decision Support System (DSS) can be utilized, assisting individuals in making better decisions when selecting a boarding house. A DSS is designed to help decision-makers analyze and compare various alternatives based on predetermined criteria. This research was conducted to analyze the effectiveness of the SMART method and the SAW method commonly used in DSS in providing recommendations for the best boarding house according to user preferences. The results showed that both the SMART method and the SAW method produced similar and consistent results, with both placing "Kost & Kontrakan Senange" as the most recommended boarding house among the five boarding houses in the border area, with a final score using the SMART method of 0.775 and a preference value from the SAW method of 0.983.
Deteksi Ekspresi Wajah Manusia Menggunakan Metode Convolutional Neural Network Cahyaningtyas, Christian; Mira; Gudiato, Chandra; Sari, Maya
JURNAL FASILKOM Vol. 15 No. 1 (2025): Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer)
Publisher : Unversitas Muhammadiyah Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/jf.v15i1.9119

Abstract

Detecting emotions based on human facial expressions has long been a focus of research in the field of psychology that identifies the relationship between expressions and a person's emotional state. Deep learning has the ability to learn data representations with a high level of abstraction, allowing models to make predictions or decisions based on big data without human intervention and deep learning can also understand and classify an object. One of the main breakthroughs in the field of deep learning is the convolutional neural network, its advantage is that it has very good performance results in various tasks in image processing. In this study, research will be conducted on detecting human facial expressions using the convolutional neural network method by conducting several experiments. Image data will be processed using the python programming language and the dataset used is data sourced from the official kaggle.com website, namely FER2013. Based on the results of training the convolutional neural network model for facial expression recognition, the highest accuracy reached 60% at the 60th epoch with batch sizes of 64 and 128. When viewed based on the graph produced, the best model training was carried out with a batch size of 128 epoch 60. While the confusion matrix produced by batch size 64 epoch 60, the resulting model is more balanced in detecting expressions. And the classification report produced has no significant difference
What Shapes User Expectations? Exploring Reliability, Simplicity, and Security in Digital Payments Mira; Tjahjadi, Bambang
JKBM (JURNAL KONSEP BISNIS DAN MANAJEMEN) Vol. 11 No. 2 (2025): JKBM (JURNAL KONSEP BISNIS DAN MANAJEMEN) MEI
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jkbm.v11i2.13636

Abstract

As digital payment systems become increasingly integrated into everyday transactions, understanding user expectations and perceptions has become critical for service innovation and adoption. This study investigates how perceptions of benefits, convenience, and risk influence user expectations of digital payment systems among university students. Using a quantitative approach, data were collected via questionnaires from 96 accounting students at the University of Muhammadiyah Makassar, selected from a population of 2,770 using Slovin’s formula. SmartPLS 3.0 software was employed to analyze the structural model through Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal that perceptions of benefits, convenience, and risk all have significant positive effects on digital payment expectations. Additionally, the study examines the moderating role of user experience duration. Results show that user experience significantly moderates the relationship between benefit perception and expectations, as well as between risk perception and expectations, but does not moderate the relationship between convenience perception and expectations. These insights underscore the importance of trust and familiarity in shaping digital payment expectations, particularly among experienced users. The study contributes theoretically by integrating trust and perception frameworks, and methodologically by offering a structured approach to analyzing expectation formation in digital financial services.
Implementation of Pesantren Accounting in the Preparation and Presentation of Financial Statements at SMP Pesantren Tarbiyah Takalar Mira; Muryani Arsal; Nur Fadillah Safitri
Invoice : Jurnal Ilmu Akuntansi Vol. 7 No. 2 (2025): September 2025
Publisher : Fakultas Ekonomi dan Bisnis, Universitas Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26618/7vsabr02

Abstract

This study investigates the implementation of pesantren accounting in the financial reporting practices of SMP Pesantren Tarbiyah Takalar. Using a descriptive qualitative design, the research aims to provide a comprehensive understanding of how pesantren accounting principles are applied within an Islamic educational institution. Data were collected through interviews, observations, and document analysis, utilizing both primary and secondary sources to ensure the validity and reliability of findings. The analysis process involved data reduction, data presentation, and conclusion drawing using narrative techniques. The findings reveal that the school’s financial statements are not fully compliant with pesantren accounting standards and do not meet the requirements of ISAK 35, which governs financial reporting for nonprofit organizations, including Islamic boarding schools. Significant gaps were identified in the classification of assets, liabilities, and net assets, resulting in incomplete and less transparent reporting. These findings highlight the need for capacity building and training in financial management to improve compliance with standardized accounting frameworks. Strengthening the preparation and presentation of financial reports is crucial for enhancing transparency, accountability, and stakeholder trust. This research contributes to the literature on Islamic accounting by providing empirical evidence on the challenges faced by pesantren-based institutions in adopting standardized financial reporting practices, supporting efforts to improve financial governance and the sustainability of Islamic education.
DEVELOPMENT OF A QR CODE-BASED WEBAR TO DIGITIZE LOCAL WISDOM AS AN EFFORT TO INCREASE TOURIST ATTRACTION IN BORDER AREAS P, Noviyanti; Mira; Alexander Jerry
JURTEKSI (jurnal Teknologi dan Sistem Informasi) Vol. 11 No. 4 (2025): September
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Royal Kisaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurteksi.v11i4.4181

Abstract

Abstract: Current technological developments play a crucial role in driving the tourism industry, one of which is the utilization of technology. However, tourist attractions in border areas face challenges such as limited access to digital information and a lack of interactive media to present local wisdom such as history, customs, and culture. This study aims to develop and implement a QR Code-based Web-based Augmented Reality (WebAR) to digitize local wisdom at tourist attractions, making information more engaging and accessible to tourists. The research methodology adopted three approaches: UCD (User-Centered Design), Agile methods, and TAM (Technology Acceptance Model). This platform contains the local wisdom of two tourist villages in the border area, namely Sebujit Village and Jagoi Babang Village. The results of testing and evaluation using multiple linear regression and SEM-PLS methods on 45 respondents showed that the WebAR technology acceptance model was significant (F = 6.583; p < 0.001). User Attitude (ATU) is a key variable that significantly influences Intention to Use (BI) (β=0.429; p=0.001), while Ease of Use (PEOU) and Benefit (PU) indirectly influence BI through ATU. As additional validation, the classification test yielded an accuracy of 88.90% and an F1-score of 0.941, confirming that QR Code-based WebAR is effective and well-received as a digital information and promotion medium for local wisdom in border areas. Keywords: border areas; local wisdom; qr code; tourist attractions; web augmented reality. Abstrak: Perkembangan teknologi saat ini memiliki peran penting dalam mendorong industri pariwisata, salah satunya dengan pemanfaatan teknologi. Namun, objek wisata di daerah perbatasan menghadapi tantangan seperti keterbatasan akses informasi digital dan kurangnya media interaktif untuk menyajikan kearifan lokal seperti sejarah, adat istiadat, dan budaya. Penelitian ini bertujuan untuk mengembangkan dan mengimplementasikan Web-based Augmented Reality (WebAR) berbasis QR Code untuk digitalisasi kearifan lokal objek wisata, menjadikan informasi lebih menarik dan mudah diakses bagi wisatawan. Metodologi penelitian mengadopsi tiga pendekatan, UCD (User-Centered Design), metode Agile, dan TAM (Technology Acceptance Model). Platform ini memuat kearifan lokal dua desa wisata di daerah perbatasan, yaitu Desa Sebujit dan Desa Jagoi Babang. Hasil pengujian dan evaluasi dengan metode regresi linier berganda dan SEM-PLS pada 45 responden menunjukkan bahwa model penerimaan teknologi WebAR ini signifikan (F = 6.583; p < 0.001). Sikap Pengguna (ATU) menjadi variabel kunci yang berpengaruh signifikan terhadap Niat Penggunaan (BI) (β=0.429; p=0.001), sementara Kemudahan Penggunaan (PEOU) dan Manfaat (PU) memengaruhi BI secara tidak langsung melalui ATU. Sebagai validasi tambahan, uji klasifikasi menghasilkan akurasi 88,90% dan F1-score 0,941, yang menegaskan bahwa WebAR berbasis Kode QR efektif dan dapat diterima dengan baik sebagai media informasi dan promosi digital kearifan lokal di wilayah perbatasan. Kata Kunci: daerah perbatasan; kearifan lokal; qr code; web augmented reality.
Pelatihan Membaca Al-Qur’an Sesuai Dengan Ahkamul Maddi Wal Qasr Melalui Metode Qiroati Pada Anak TK/TPA Mira; Nazaruddin
PENDIMAS: Jurnal Pengabdian Masyarakat Vol 2 No 2 (2023): PENDIMAS: Jurnal Pengabdian Masyarakat
Publisher : Fakultas Tarbiyah dan Ilmu Keguruan (FTIK) IAIM Sinjai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47435/pendimas.v2i2.1800

Abstract

Di era digital menyebabkan terjadinya suatu perubahan nilai maupun budaya di dalam kehidupan suatu masyarakat, selain itu juga, kurangnya memahami dalam membacan al-Qur’an. Maka dari itu, diperlukan suatu pelatihan membaca al-Qur’an kepada generasi-generasi muda atau khususnya pada anak-anak. Oleh karena itu, salah satu yang menjadi solusi dalam menghadapi era digital yang kian bertambah keras, sehingga terbentuknya TK/TPA sungguh menjadi penolong bagi para anak-anak dalam belajar membaca al-Qur’an. Dusun Mattiro Deceng tepatnya di Desa Duampanuae Kecamatan Buluppoddo tergolong dusun dengan TK/TPA yang aktif. Terbentuknya TK/TPA dapat meringankan orang tua dalam mengajarkan anak membaca al-Qur’an, yang terpenting lagi Dusun Mattiro Deceng adalah dusun dengan masyarakatnya dominan bermata pencaharian sebagai petani. Tujuan dilaksanakannya kegiatan pelatihan membaca al-Qur’an ini di Dusun Mattiro Deceng supaya anak TK/TPA tersebut mampu membaca al-Qur’an sesuai dengan Ahkamul maddi wal qasr yakni panjang dan pendeknya dalam melafazkan ucapan dalam tiap ayat al-Qur’an atau mengetahui huruf yang harus mulai dibaca dan berhenti pada bacaan bila ada tanda huruf, sehingga terwujudnya santri dan satriwati yang memiliki dasar dalam membaca al-Qur’an yang baik dan benar. Metode yang digunakan adalah pembinaan atau pendampingan. Hasil dari pembinaan ini yaitu menunjukkan respons santri dan satriwati yang sangat baik, mereka aktif dalam mengikuti pelatihan membaca al-Qur’an tersebut sehingga santri dan santriwati dapat membedakan panjang pendeknya suatu bacaan dalam al-Qur’an.