Purpose: Face recognition has become an increasingly intriguing field in artificial intelligence research. In this study,   This study aims to explore the application of CNNs, implemented through TensorFlow, to develop a robust model for enhancing facial recognition accuracy in student attendance systems. The focus of this research is the development of a model capable of recognizing student faces under various lighting conditions and poses in an academic environment, using a multi-class dataset of student images collected from internship attendance records at the Computer Science Department.
Methods: The dataset, comprising facial images from 19 students, served as the foundation for training and validating the CNN model. The dataset, sourced from the computer science department's internship attendance records, included a total of 231 images for training and 59 images for validation. The preprocessing phase included facial area detection and categorization, resulting in a well-organized dataset for training and validation. The CNN architecture, consisting of seven layers, was meticulously designed to achieve optimal performance.
Result: The model exhibited exceptional accuracy, reaching 93% on the validation dataset after 300 training epochs. Precision, recall, and F1-score metrics were employed for a detailed evaluation across diverse classes, highlighting the model's proficiency in accurately categorizing facial images. Comparative analyses with a VGG-16-based model showcased the superiority of the proposed CNN architecture. Moreover, the implementation of a web service demonstrated the practical applicability of the model, providing accurate predictions with a remarkable response time of less than 0.3 seconds.
Novelty: This comprehensive study not only advances face recognition technology but also presents a model applicable to real-world scenarios, particularly in student attendance systems.

Penelitian ini berjudul "Perancangan Sistem Informasi Penjualan Model Negosiasi Menggunakan Object Oriented" yang bertujuan untuk mengembangkan aplikasi sistem informasi penjualan berbasis web untuk Toko Dariku Indonesia. Dengan semakin pesatnya perkembangan teknologi informasi, e-commerce menjadi metode pemasaran yang penting bagi perusahaan. Toko Dariku Indonesia, yang bergerak dalam penjualan piyama, menghadapi tantangan dalam meningkatkan efisiensi administrasi dan penjualan melalui platform online. Penelitian ini mengidentifikasi kebutuhan akan website yang dapat mengelola transaksi penjualan online dengan fitur tawar menawar. Metode yang digunakan adalah Object Oriented Analysis and Design (OOAD) dengan pendekatan ICONIX, yang berfokus pada kebutuhan pengguna. Penelitian ini mencakup perancangan dan implementasi website yang memungkinkan konsumen untuk melakukan negosiasi harga, serta pengelolaan data transaksi oleh administrator. Hasil dari penelitian ini diharapkan dapat meningkatkan efektivitas layanan dan penjualan Toko Dariku Indonesia, serta menjadi referensi bagi pengembangan website serupa di masa depan.

This study examines the influence of Islamic intellectual transformation on the development of Western civilization, especially in the transfer of knowledge, technology, and cultural values ??from the Middle Ages to the modern era. The background of this study is based on the importance of understanding the contribution of Islamic civilization in building the intellectual foundation for the rise of Europe. This study aims to identify and analyze the contributions of Muslim scientists in various disciplines, such as philosophy, astronomy, mathematics, and medicine, and how these thoughts were adopted and developed in the Western world. The method used is a qualitative approach through historical literature studies and comparative analysis of classical and modern documents. The findings show that Islamic intellectual thought played a significant role in accelerating Western intellectual development, through translations of scientific works and the influence of the thoughts of figures such as Al-Farabi, Ibn Sina, and Ibn Rushd. The implications of this study emphasize the importance of recognizing the role of Islamic civilization in the history of global science, as well as the need to revitalize dialogue between civilizations to strengthen harmony and cross-cultural cooperation.

This research is motivated by the researcher's concern for the continuity of the teaching and learning process in the use of the fiqh subject learning method, especially in the practical learning material, according to the researcher's observations attached. The purpose of this study is to describe the implementation of the demonstration learning method for tayammum practice in class IV-B students of Madrasah Diniyah Awaliyah 1 Pekanbaru. The method used in this study is a qualitative descriptive method, namely a method that aims to describe or explain events that occur in the field. Data collection techniques consist of observation, interviews, and documentation. Data analysis used in this study consists of data reduction, data representation, and drawing Fiqh related to the practice of Tayammum Class IV-B Madrasah Diniah Awaliyah 1 Pekanbaru can motivate students to practice Tayammum properly. The results of this study indicate that the application of the demonstration method in the subject Many students of Class IV-B Madrasah Diniah Awaliyah 1 Pekanbaru seem to still be lacking in the ability to understand the practice of Tayammum. Therefore, you need to apply a direct learning method. After enrichment, many students understand how to tayammum.

Stunting is a public health issue that can adversely affect children's growth and future prospects. Stunting poses a threat to the achievement of the second global Sustainable Development Goal (SDG). One effort to address this problem is by providing knowledge to the community about stunting. This effort can be pursued through activities such as stunting seminars. A seminar was held in Kedungjambe Village on November 20, 2024, with the theme "United Against Stunting: Realizing a Golden Generation." The methods employed included observation, solution formulation and planning, implementation, and evaluation. The outcome of this community engagement activity showed high enthusiasm among seminar participants regarding stunting issues, accompanied by a solid understanding of the material presented.

Excise has a role to ensure that the circulation of certain excisable goods has met the distribution standards set by the government. Legal circulation of excisable goods is important so that people in consuming goods, such as tobacco products (cigarettes) have met the distribution standards, in addition to providing education to the community to participate in efforts to increase government revenue in terms of excise rates. Efforts to prevent illegal cigarettes will be effective if they involve various parties, both from law enforcement, universities and the community to help the state maximize state revenue. The goal to be achieved in this activity is to provide an understanding to students about the importance of understanding the importance of working together to prevent the circulation of illegal cigarettes in the community because in addition to having legal impacts on perpetrators and dealers, illegal cigarettes can also reduce state revenue.alization of illegal cigarettes

There are two types of marriage guardians: first, nasab guardians, namely guardians whose guardianship rights are based on blood relations. Such as, his biological parents, or also wali aqrab and ab'ad (closest or distant relatives). Second, the wali hakim is a guardian whose guardianship rights arise because the bride's parents refuse (adhal) or are absent, or for other reasons that physically exist but the guardianship rights do not exist. The emergence of the Itsbat Nikah provision is also related to the issue of the status of marriage registration. There are two views on the issue of the status of marriage registration, the first view states that marriage registration is only an administrative requirement, not a condition for the validity of a marriage, so marriage registration is only a process of obtaining evidence that a marriage has been carried out by someone, while the second view states that marriage registration is a valid condition for marriage. In this discussion, the author focuses on the consideration of judges who grant itsbat nikah cases where the previous marriage was held using an unofficial guardian or not the KUA head. This is not in accordance with article 23 of the Compilation of Islamic Law “(1) The new guardian judge can act as a marriage guardian if the nasab guardian is absent or impossible to present or his residence is unknown or absent or adlal or reluctant”. The Applicant's marriage guardian in the marriage contract was another person (a local community leader named Selan) due to the Applicant's non-Muslim biological father. The judge considered it as follows:  that a kiyai, cleric or community leader who acts as a marriage guardian in Islamic law is known as wali muhakkam, namely someone who is appointed by the prospective husband and wife to act as a guardian in their marriage.
 
 

The purpose of this writing is to explain the factors that contribute to the ineffectiveness of the leadership of the Marriage Advisory, Development and Preservation Agency or commonly called BP4, by proposing or presenting immediate solutions to disputing married couples. BP4 Penghuluan's mission includes mediation as a means to prevent divorce. However, the effectiveness of its application in various regions in preventing divorce is still limited. This research method uses qualitative research with field research with critical analytical descriptive methods, then this composition uses a normative and empirical approach methodology sourced from direct experience in the field. This study discusses in depth the ways and methods used to deepen the concept of understanding public law to access advocacy services for the community, especially married couples. The results of this research indicate that the effectiveness of BP4 Kepenghuluan as advocacy assistance for married couples in various regions is currently disrupted in carrying out its functions due to various inhibiting factors so that it is not yet optimal. So the proposed settlement requires, among other things, that the regulation of Marriage Law Number 1 of 1974, especially Article 39 concerning Divorce, must be revitalized by Islamic law, namely First, this requirement requires the incorporation of taqshisul qadha, Second, reinterpretation, Third, new policies from the government. Fourth, improvements in supporting various aspects of BP4 in optimizing its role.




Tujuan dari penulisan ini adalah untuk menjelaskan faktor-faktor yang berkontribusi terhadap ketidakefektifan kepemimpinan Badan Penasihatan, Pembinaan dan Pelestarian Perkawinan atau biasa disebut BP4, dengan mengusulkan atau menghadirkan solusi segera kepada pihak pasangan suami istri yang bersengketa dan mengkaji serta mengeksplorasi potensi penyelesaian yang dapat meningkatkan efektivitas BP4 dalam kapasitasnya sebagai mediator dalam konteks pencegahan perceraian. Misi BP4 Kepenghuluan mencakup mediasi sebagai sarana untuk mencegah perceraian. Namun efektivitas penerapannya di berbagai daerah dalam mencegah perceraian masih terbatas. Metode penelitian ini dengan menggunakan penelitian kualitatif dengan penelitian lapangan (field research) dengan metode deskriptifanalitis kritis. Kajian ini secara mendalam membahas tentang cara dan metode yang digunakan untuk memperdalam konsep pemahaman hukum publik untuk mengakses layanan advokasi bagi masyarakat khususnya pasangan suami istri. Hasil dari penelitian ini menunjukkan bahwa efektivitas BP4 Kepenghuluan sebagai bantuan advokasi bagi pasangan suami istri diberbagai daerah saat ini dalam menjalankan fungsinya terganggu karena berbagai faktor penghambat seperti faktor internal seperti kekurangan personel dan mediator bersertifikat, serta faktor eksternal antara lain belum adanya peraturan pemerintah baik berupa undang-undang maupun peraturan, sehingga belum optimal dalam menjalankan tugasnya. Maka usulan penyelesaian tersebut antara lain mengharuskan pengaturan Undang-Undang Perkawinan Nomor 1 Tahun 1974, khususnya Pasal 39 tentang Perceraian, harus dilakukan revitalisasi hukum islam yakni Pertama, Persyaratan ini mengharuskan penggabungan taqshisul qadha, Kedua, penafsiran ulang, Ketiga, kebijakan baru dari pemerintah. Keempat, Peningkatan dalam menunjang berbagai aspek di BP4 dalam mengoptimalkan perannya tersebut.

Penelitian ini bertujuan untuk mengkaji tentang journaling therapy untuk meningkatkan self-compassion pada remaja di Panti Asuhan. Penelitian ini menggunakan metode kualitatif. Data yang digunakan dalam penelitian ini adalah data sekunder yang diperoleh dari buku, jurnal, dan artikel ilmiah. Berdasarkan literature review, journaling therapy dapat meningkatkan self-compassion pada remaja. Melalui kegiatan mencatat pengalaman, perasaan, dan refleksi pribadi, remaja dapat mengembangkan pemahaman yang lebih baik tentang diri mereka dan mengurangi perasaan negatif. Oleh karena itu, penerapan Journaling Therapy di Panti Asuhan dapat membantu remaja untuk meningkatkan self-compassion.

Coffee shops that use marketing strategies to achieve customer repurchase intention by providing quality service and good taste, namely Nongkasky Coffee and Eatery. The taste of Nongkasky Coffee and Eatery is quite good, including in the processing and selection of ingredients and has a kitchen expert who knows his field. In addition, it also provides friendly service quality, but waiters are less responsive in handling consumer complaints. This research is a quantitative research. The research location is located at Nongkasky Coffee and Eatery, Kec. Wates Kab. Kediri. The population in this study was 900 consumers. The sample in this study were 60 consumers using the Malhotra sampling technique. The analysis technique used is validity and reliability test, classic assumption test, multiple linear analysis test and hypothesis test. Partially the variable of service quality (X1) has a significant effect on the variable of interest in repeating (Y). Partially taste (X2) has a significant effect on repurchase intention (Y). Simultaneously service quality (X1) and service quality (X2) affect customer repurchase intention (Y).