Abstract:This research aims to determine the role and obstacles faced by the Govermental (Satpol PP) in enforcing regional regulations regarding the prevention of prostitution and immoral acts in Sukoharjo Regency. Research Subject…
ct Govermental (Satpol PP). The object of research in this study is the role of the Govermental in enforcing regional regulations regarding the prevention of prostitution and immoral acts. This type of research is qualitative research. The method used by researchers in this research is the descriptive method. The data collection technique uses 3 techniques, namely (1) observation, (2) interviews, and (3) presentation of documentation. The research results show that the position of the Govermental as a regional apparatus as its main task is basically aimed at assisting regional heads in enforcing regional regulations. Efforts to deal with perpetrators of prostitution and immoral acts in Sukoharjo Regency include judicial and non-judicial actions as well as closing localization places or places where the perpetrators follow up on every complaint that comes in which is reported by the public with early detection or searching for information related to prostitution and immoral acts. The obstacles faced by the Govermental in dealing with prostitution and immoral acts include the number of personnel capacity, perpetrators browsing through online media such as dating applications, limited quality of investigators and lack of facilities and infrastructure, low public awareness in enforcing order and peace and the lack of maximum technical regulations governing the problems faced.
Abstract:The aim of this research is to analyze specifically and in depth the urgency of registering marriages in Jambi Province based on the Compilation of Islamic Law from the Maqāṣid al-Syarīah perspective. The research method…
thod used is a type of qualitative research with the field research category. This research is also normative legal research, where the object can be public law, criminal law, civil law, family law, marriage law and so on. This research was conducted at the KUA in Jambi Province. The data sources in this research consist of primary and secondary data sources. The data collection techniques used in this research are observation, interviews and documentation. The results of this research show that marriage registration for the people of Jambi Province is very important. Based on the Maqāṣid al-Syarīah perspective, there is maṣlahah in registering marriages, namely to provide protection for the husband, wife and children in the family. If we pay attention to the legality of marriages in Indonesia, the state only recognizes registered marriages, on the basis of Law Number 1 of 1974 concerning Marriage and the Compilation of Islamic Law.
Abstract:This research aims to analyze and evaluate the criminal liability imposed on tourists who damage the Uma Lengge Maria cultural heritage in Maria Village, Wawo District, Bima Regency. Bima is an area that has cultural and…
tourism diversity. One of the cultural and tourism diversity is the Uma Lengge Maria Cultural Reserve which is located in Maria Village, Wawo District, Bima Regency. Uma Lengge is a traditional house of the Bima people which has existed for a long time and must be maintained in its existence and beauty so that it remains intact and its beauty can be enjoyed for the future. This research use desciptive qualitative approach. A descriptive approach is an approach that aims to systematically describe the facts and characteristics of a particular population or in a particular field factually and carefully. Data collection methods were carried out by observation, interviews and documentation. The data analysis method is carried out in the stages of data collection, data reduction, data presentation, and drawing conclusions. The results of the research show that legal action is taken against criminal liability for tourists who damage the cultural heritage at Uma Lengge Maria. Uma Lengge in the Maria Village Tourist Area, there are 13 uma lengge and 103 jompa. The existence of uma lengge must be maintained so that its existence remains well into the future. there are sanctions and criminal liability for tourists who damage the Uma Lengge Maria cultural heritage in Wawo District, Bima Regency, West Nusa Tenggara.
Abstract:Islamic economics has different principles from conventional economics, including in terms of sales contracts. In Islamic economics, there are several types of sales contracts used, such as bai' al-salam (future sales) and…
nd bai’ al-salam(manufacturing sales). Trust sales contracts are also important in ensuring transparency of the price of the goods or services sold. The research method uses descriptive qualitative in describing and explaining specifically with literature studies in data collection. The purpose of this research is to find out specifically about the types and qualifications of sharia sales that do not contain gharar and usury. In Islamic economics, payments in sales contracts can be deferred or paid in installments without involving interest or riba. This allows the buyer to pay according to an agreed schedule. Sales contracts in the Islamic economy differ from interest-bearing loan contracts, where there is an exchange of goods or services at a predetermined price. Islamic banks use sales contracts as a legitimate alternative to interest-bearing loan contracts, allowing them to provide financing that is fair and compliant with sharia principles. In the Islamic economy, there are also contracts for the sale of future commodities (salam), the sale of manufacturing (istisna'), and currency exchange (sarf). Islamic banks have an important role to play in facilitating these sales contracts, as intermediaries who ensure the contracts adhere to Shariah principles and meet applicable legal requirements. With a good understanding of the different types of these sales contracts, economic actors can choose the ones that suit their needs while complying with sharia principles.
Abstract:This research aims to explore the meaning of the word "holy" in a Christian context based on the Letter 1 Peter 1:15-16. The concept of holiness has deep theological significance in Christianity, and this text provides an…
n important basis for understanding the concept. This research uses a qualitative approach method, by collecting data through analysis of Bible texts, books, scientific journals and analysis of related documents. Data analysis was carried out thematically to identify patterns and themes in understanding the concept of "holy." The results of this research reveal the complexity of the meaning of the word "holy" in the context of 1 Peter 1:15-16. There are various understandings of this concept, including an understanding of holiness as a call to a different life and an understanding of holiness as a reflection of God's holy nature. The conclusions of this research provide deep insight into how the concept of "holy" can be translated and applied in contemporary Christian life. The implications of this research have strong relevance in the development of Christian spirituality and a deeper understanding of the call to be "holy," as stated in Scripture.
Keywords: Bible, Christian, God, Holy, 1 Peter 1:15-16
Abstract:A cooling machine or commonly called an Air Conditioner (AC) is a system of auxiliary machines that can create cool temperatures in certain rooms so that workers on ships feel comfortable. Cooling machines are used to regulate…
gulate and manage air quality which are includes air circulation, air conditioning, air hygiene standards and air purification. There are several main components in the cooling machine, namely the Compressor, Condenser, Expansion Valve, Evaporator. Each of these important components has different functions and ways of operating, but are connected to each other so that the cooling machine can function. The purpose of the author making this final project is to determine the performance of the cooling system, factors that reduce the performance of the cooling machine, as well as repair and maintenance efforts so that the cooling machine can return to normal operation. This research was conducted on the MV. Vancouver by using a qualitative approach. The author conducted direct observations as well as in-depth interviews and documentation studies when conducting research. The results of the author's research found that the main factor causing the decline in the performance of the cooling machine was the appearance of sparks on the evaporator and coil pipe caused by interference with the filter dryer so that it inhibits heat absorption and the evaporator cannot evaporate the refrigerant optimally. The impact caused by the less than optimal operation of the cooling machine in the Engine Room Workshop MV. Vancouver was an unstable room temperature making the crew feel uncomfortable while working or resting.
Abstract:Prediksi penyakit diabetes menjadi salah satu tantangan penting dalam dunia kesehatan mengingat meningkatnya prevalensi penyakit ini secara global. Penelitian ini bertujuan untuk mengimplementasikan metode Naive Bayes dalam…
lam memprediksi risiko diabetes berdasarkan dataset medis yang berisi berbagai fitur seperti usia, berat badan, kadar gula darah, tekanan darah, dan riwayat keluarga. Metode ini dipilih karena kemampuannya dalam mengolah data dengan asumsi independensi antar variabel. Pada penelitian menggunakan metode Naive Bayes menunjukkan bahwa memiliki capaian tingkat akurasi sebesar 83.75% dengan precision untuk kelas "Yes" sebesar 86.47% dan recall sebesar 93.50%, yang menandakan performa yang cukup baik dalam mendeteksi pasien diabetes. Namun, performa model dalam mendeteksi pasien non-diabetes perlu ditingkatkan mengingat recall untuk kelas "No" hanya mencapai 51.35%. Hasil ini menunjukkan bahwa Naive Bayes adalah metode yang sederhana namun efektif untuk memprediksi diabetes, dan dapat dikembangkan lebih lanjut untuk membantu pengambilan keputusan medis secara lebih akurat.
Abstract:Abstract: Hospitals, as healthcare facilities, have a high level of visitor mobility, particularly in inpatient wards. Therefore, visitor control is necessary to maintain patient comfort, safety, and service quality. Manual…
ual visitor monitoring is considered ineffective and prone to errors. Therefore, this study aims to design and implement an artificial intelligence-based visitor monitoring system for hospital inpatient wards using computer vision technology. The developed system utilizes the YOLOv8 model as an object detection algorithm to automatically detect and count visitors through a camera. Visitor information is displayed through a desktop-based monitoring interface and is equipped with warning notifications via the Telegram application and an automatic alarm if the number of visitors exceeds the limit set by hospital policy. Test results show that the system is capable of performing well in detecting and counting visitors in real time, as well as sending information and warnings responsively. Thus, this system is considered effective as a technology-based hospital management support solution in controlling inpatient ward density and making decisions more quickly and accurately.
Keywords: hospital; inpatient ward; computer vision; yolov8; visitor monitoring
Abstrak: Rumah sakit sebagai fasilitas pelayanan kesehatan memiliki tingkat mobilitas pengunjung yang tinggi, khususnya pada ruang rawat inap, sehingga diperlukan pengendalian jumlah pengunjung untuk menjaga kenyamanan, keselamatan pasien, dan kualitas pelayanan. Pemantauan jumlah pengunjung secara manual dinilai kurang efektif dan rentan terhadap kesalahan. Oleh karena itu, penelitian ini bertujuan untuk merancang dan mengimplementasikan sistem pemantauan jumlah pengunjung ruang rawat inap rumah sakit berbasis kecerdasan buatan menggunakan teknologi computer vision. Sistem yang dikembangkan memanfaatkan model YOLOv8 sebagai algoritma object detection untuk mendeteksi dan menghitung jumlah pengunjung secara otomatis melalui kamera. Informasi jumlah pengunjung ditampilkan melalui antarmuka pemantauan berbasis desktop dan dilengkapi dengan notifikasi peringatan melalui aplikasi Telegram serta alarm otomatis apabila jumlah pengunjung melebihi batas yang ditetapkan sesuai kebijakan rumah sakit. Hasil pengujian menunjukkan bahwa sistem mampu bekerja dengan baik dalam mendeteksi dan menghitung jumlah pengunjung secara real-time, serta mengirimkan informasi dan peringatan secara responsif. Dengan demikian, sistem ini dinilai efektif sebagai solusi pendukung manajemen rumah sakit berbasis teknologi dalam pengendalian kepadatan ruang rawat inap dan pengambilan keputusan yang lebih cepat dan akurat.
Kata kunci: rumah sakit; ruang rawat inap; computer vision; yolov8; monitoring pengunjung
Abstract:Abstract: This study aims to classify the nutritional status of toddlers based on anthropometric data using the K-Nearest Neighbor (KNN) algorithm. Data were obtained from 20 Integrated Health Posts (Posyandu) in Rumbai…
Timur District, including Lembah Sari Village and Limbungan Village with a total of 1,000 toddler data. After cleaning and preprocessing, 782 data were obtained ready for use. The preprocessing stages include data cleaning and transformation, outlier removal, minority class handling, and data normalization. Next, data balancing was carried out using the Synthetic Minority Oversampling Technique (SMOTE) to address class imbalance. The data was divided into 80% training data and 20% test data, then the K parameter was tested from 1 to 15 using 5-fold cross-validation. The results showed that the value of K = 1 provided the best performance with a macro recall of 0.8827 and an accuracy of 86.26%. These results indicate that the combination of the KNN algorithm with the SMOTE method and Min-Max normalization is effective in improving classification performance on imbalanced data and producing accurate and balanced predictions of toddler nutritional status between classes.
Keywords: k-nearest neighbor; toddler nutritional status; SMOTE; min-max scaling; classification; anthropometric data
Abstrak: Penelitian ini bertujuan untuk mengklasifikasikan status gizi balita berdasarkan data antropometri menggunakan algoritma K-Nearest Neighbor (KNN). Data diperoleh dari 20 Posyandu di Kecamatan Rumbai Timur, meliputi Kelurahan Lembah Sari dan Kelurahan Limbungan dengan total 1.000 data balita. Setelah melalui proses cleaning dan preprocessing, diperoleh 782 data yang siap digunakan. Tahapan pra-pemrosesan meliputi pembersihan dan transformasi data, penghapusan outlier, penanganan kelas minoritas, serta normalisasi data. Selanjutnya dilakukan penyeimbangan data menggunakan Synthetic Minority Oversampling Technique (SMOTE) untuk mengatasi ketidakseimbangan kelas. Data dibagi menjadi 80% data latih dan 20% data uji, kemudian dilakukan pengujian parameter K dari 1 hingga 15 menggunakan 5-fold cross-validation. Hasil penelitian menunjukkan bahwa nilai K = 1 memberikan performa terbaik dengan recall macro sebesar 0,8827 dan akurasi 86,26%. Hasil ini menunjukkan bahwa kombinasi algoritma KNN dengan metode SMOTE dan normalisasi Min-Max efektif dalam meningkatkan kinerja klasifikasi pada data tidak seimbang serta menghasilkan prediksi status gizi balita yang akurat dan seimbang antar kelas.
Kata kunci: k-nearest neighbor; status gizi balita; SMOTE; min-max scaling; klasifikasi; data antropometri
Abstract:Abstract: The development of information technology has brought significant transformation in the field of education, particularly in academic decision-making. This study aims to develop a Decision Support System (DSS) based…
ased on the PROMETHEE method (Preference Ranking Organization Method for Enrichment Evaluation) to assist prospective students in objectively and systematically selecting the best university in Asahan Regency. The main issue addressed is the lack of integrated information regarding the strengths of each educational institution, as well as the absence of a recommendation system that considers various important criteria such as accreditation, facilities, tuition fees, achievements, and study programs. This research uses a quantitative approach with data collection techniques including observation, interviews, questionnaires, and documentation. The implementation results of the PROMETHEE method show that Royal University achieved the highest ranking, followed by Asahan University and STIKES As Syifa Kisaran. This method has proven effective in producing rational and transparent campus rankings based on multi-criteria preferences. The findings are expected to serve as a reference for prospective students and educational institutions in improving the quality and competitiveness of higher education in the Asahan region.
Keywords: decision support system promethea; campus selection; multi-criteria; asahan.
Abstrak: Perkembangan teknologi informasi telah membawa transformasi signifikan dalam dunia pendidikan, khususnya dalam pengambilan keputusan akademik. Penelitian ini bertujuan untuk membangun sistem pendukung keputusan (SPK) berbasis metode PROMETHEE (Preference Ranking Organization Method for Enrichment Evaluation) guna membantu calon mahasiswa dalam memilih kampus terbaik di Kabupaten Asahan secara objektif dan terstruktur. Permasalahan yang diangkat adalah kurangnya informasi terintegrasi mengenai keunggulan masing-masing institusi pendidikan serta belum tersedianya sistem rekomendasi yang mempertimbangkan berbagai kriteria penting seperti akreditasi, fasilitas, biaya pendidikan, prestasi, dan program studi. Penelitian ini menggunakan pendekatan kuantitatif dengan teknik pengumpulan data melalui observasi, wawancara, kuesioner, dan dokumentasi. Hasil implementasi metode PROMETHEE menunjukkan bahwa Universitas Royal memperoleh peringkat tertinggi diikuti oleh Universitas Asahan dan STIKES As Syifa Kisaran. Metode ini terbukti mampu menghasilkan peringkat kampus secara rasional dan transparan berdasarkan preferensi multikriteria. Temuan ini diharapkan dapat menjadi acuan bagi calon mahasiswa dan pihak institusi dalam meningkatkan kualitas dan daya saing perguruan tinggi di wilayah Asahan.
Kata kunci: sistem pendukung keputusa; promethee; pemilihan kampus; multi kriteria; asahan