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Perbandingan Manhattan dan Euclidean Distance Untuk Pengelompokan Penyakit Jantung Menggunakan Algoritma K-Means
Get PDFPenelitian ini menggunakan metode perbandingan jarak antara Manhattan distance dan Euclidean distance dalam menentukan keakuratan k-means. Fokus penelitian ini adalah untuk menentukan perbandingan keakuratan antara dua jarak yang digunakan untuk metode k-means clustering. Dengan menggunakan metode k-means penelitian ini bertujuan untuk mengelompokan cluster penyakit jantung, dengan menggunakan dataset yang memiliki atribut kolesterol dan umur, untuk menentukan keakuratan dari kedua pengukuran jarak k-means penulis menggunakan silhouette coeffiecient. Hasil dari penelitian ini menunjukan bahwa pemilihan pengukuran jarak untuk k-means clustering mempengaruhi hasil akhir dari clustering dan silhouette score yaitu 0.5374 untuk silhouette score dari k-means yang menggunakan Manhattan distance dan 0.5355 untuk silhouette score dari k-means yang menggunakan Euclidean distance. Hasil tersebut menunjukan bahwa k-means menggunakan Manhattan distance menghasilkan silhouette score yang lebih tinggi dari Euclidean distance. Penelitan lebih lanjut tentang pengaruh dari jarak perbandingan untuk k-means clustering dengan menggunakan dataset berbeda dapat memberikan wawasan lebih lanjut yang berguna dalam layanan kesehatan dan bidang lainya
Web-Based Financial Recording Information System Application Using the Rapid Application Development Method
No full textSistem informasi pencatatan keuangan merupakan salah satu sistem informasi memanfaatkan kemajuan teknologi di bidang keuangan. Sistem ini memberikan kemudahan di dalam proses pencatatan keuangan, sehingga memberikan dampak efisien kerja yang lebih cepat, tepat, dan akurat. TK. Asih Ceria merupakan suatu lembaga yang bergerak dalam pendidikan anak usia dini yang dibangun pada tahun 2008. TK. Asih Ceria masih melakukan secara manual proses pencatatan pembayaran SPP sehingga rentan terjadi kesalahan dan kehilangan atau kerusakan data pada saat mencatat pembayaran. Dengan adanya beberapa permasalahan tersebut, penulis membuat sebuah aplikasi sistem informasi pencatatan keuangan berbasis web pada TK Asih Ceria untuk mempermudah proses pencatatan pembayaran SPP mulai dari pencatatan transaksi pembayaran sampai mencetak laporan dan bukti transaksi pendapatan. Siswa akan diberikan sebagai bukti pembayaran SPP. Penulis menggunakan metode pengembangan Rapid Application Development (RAD) untuk mengembangkan aplikasi sistem informasi pencatatan keuangan berbasis web. Berdasarkan hasil uji coba, dapat disimpulkan bahwa website ini telah berhasil dibuat dan sebanyak 100% menyatakan aplikasi sudah sesuai dan berhasil seperti yang diharapkan pengguna untuk memudahkan melakukan proses pencatatan keuangan SPP dan meningkatkan efektifitas serta efisiensi dalam proses pengerjaan pencatatan keuangan. Selain itu, aplikasi website ini dapat mencetak laporan pendapatan dan bukti transaksi pendapatan pembayaran SPP
Rancang Bangun Aplikasi Perpustakaan Berbasis Web Menggunakan YII Framework
Get PDFInformation technology is currently very developed, as libraries already use information technology to provide information about the process of borrowing and returning books. The library is a place that is always there in every tertiary institution, where all collections of books are neatly arranged on the library bookshelves, making it easier for library visitors to find the book they want to read. This study discusses how the process of entering book data, member data, book loan data and book return data makes it easier for officers to record various information into an intelligent library application. In this study, several methods were used, namely the waterfall method as system analysis, then in system design using UML (Unified Modeling Language) as a flow diagram of a proposed system and the Black Box method as a system testing method. This intelligent library application uses the Yii Framework to develop web-based applications. The final results of this research produce a web-based intelligent library application using the Yii Framework to make it easier for officers to store data, manage data and display the required information easier and faster
Video Promosi Restoran Bambu Oju Neglasari Tangerang: VIDEO PROMOSI RESTORAN BAMBU OJU NEGLASARI TANGERANG
Get PDFDengan kemajuan teknologi dan media sosial yang semakin banyak digunkan oleh masyarakat. Dalam usaha kuliner market pasar yang semakin banyak, masyarakat pun semakin percaya kelezatan dari restoran yang ada untuk memesan makanan disana. Bamboo Oju mengetahui peluang tersebut untuk melakukan pemasaran yang cukup efektif jika dilakukan melalui sosial media dengan cara yang manarik. Resto Bambu Oju belokasi di Neglasari Kota Tangerang. Yang dilakukan Restoran Bamboo Oju belum efektif karena hanya menggunakan foto yang kurang menarik, membuat tidak adanya yang minat untuk berkunjung ke Restoran Bamboo Oju. Oleh karena itu penelitian ini bertujuan untuk memperlihatkan fasilitas, pelayanan yang baik dan juga makanan yang sangat enak dilakukan melalui pembuatan video yang kreatif agar memudahkan masyarakat untuk mengetahui informasi yang disampaikan melalui video tersebut. Metode yang digunakan yaitu pengumpulan data menggunakan data hasil observasi di Restoran Bamboo Oju dan wawancara dengan manager Restoran Bamboo Oju. Hasil dari video ini akan digunakan sebagai saranan promosi diberbagai media sosial dan diharapkan dapat meningkatkan minat masyrakat untuk berkunjung
SOSIALISASI TEKNOLOGI AUGMENTED REALITY DALAM MENINGKATKAN HASIL BELAJAR SISWA PADA LINGKUP PENGAJARAN YANG TERINTEGRASI
Get PDFBecause of its emphasis on superimposing virtual information on top of real environments, augmented reality (AR) technology in education has emerged as a cutting-edge and promising field in both research and practice. This sets learning in a different context from traditional learning and opens up a whole new creative realm for learning.. The gap between teaching methods and the technological environment is increasing as a result of students' disinterest and low motivation when using traditional teaching approaches as well as teachers' reluctance to implement learning with technology. The lack of knowledge and ability of teachers at SDN Larangan 5, Tangerang City in the use and use of integrated technology in classroom teaching is still limited, especially for Augmented Reality (AR) technology, so boredom and lack of variety in the disclosure of their teaching materials often occur, which has an impact on learning outcomes. which is not optimal. This community service activity aims to achieve knowledge transfer by socializing learning content by utilizing Augmented Reality (AR) technology using a smartphone or tablet which will later be used to see and observe objects from the markers that have been provided. This activity uses the Community-Based Participatory Action Research (CBPAR) method with three core stages of the CBPAR action cycle, namely: planning, implementation and evaluation. And the results of the analysis of this activity state that there has been an increase in knowledge and interest regarding the use of technology, especially Augmented Reality (AR) technology which is included in learning activities with analysis results of 50%.
Keywords: Augmented Reality, Community Based Participatory Action Research (CBPAR), learning conten
Website Design Using Laravel Framework for Tart Tuns Shop Sales Pontianak
Get PDFWebsites have become a means of getting information, promotion, sales that are widely used by Indonesians. Tart Tuns has difficulties in managing orders and products because currently sales in this shop are only through Instagram, in making transactions with buyers the admin communicates via Instagram direct messages and via WhatsApp messenger. This transaction process is less efficient because the Tart Tuns cake shop must always update information about product availability on insta story. This research aims to address the existing needs of the store in the form of a website that can be used as a sales medium to be more structured and expand product offerings not limited to the store's Instagram account by utilizing the MVC architecture of the Laravel Framework and collaborative filtering algorithms. System modeling uses UML (Unified Modeling Languange) and the research method used is Design Science Research (DSR). The results of this study are to produce a sales website software at Tart Tuns using the Laravel framework which functions to help shop owners in making it easier to manage orders, products, transactions, and product categories. Suggestions from this research are that other developers can add / develop features such as product reviews, chat on the website, and product liking features
Transforming Education Through the Use of Blockchain Technology: Innovation in Educational Data Management
Get PDFThis research focuses on exploring the application of blockchain technology in the management of educational data, aiming to identify the potential benefits and challenges of this technology in enhancing data security, transparency, and efficiency within educational institutions. The study also seeks to develop a conceptual framework that addresses the unique requirements and implications of blockchain integration in the academic sector. In an era where big data has become pervasive in business strategy, this research aims to understand the challenges and advantages of big data in the digital content sector related to environmental issues. The idea of “society 5.0” promotes harmony between technology and sustainable quality of life. Industry as an innovator plays an important role in offering solutions to social problems, and the digital content sector is considered to have great potential in achieving this goal. This research explores the concept of the digital content sector from a Society 5.0 perspective and discusses issues related to economics and sustainability. The importance of collaboration in creating a sustainable digital content sector is emphasized in the form of the concept of co-creation. Collaboration involves stakeholders from various levels of society, including industry, government, academia, and society, to accelerate innovation and share knowledge. In addition, the role of artists' skills in the creative sector is recognized as an important aspect that cannot be completely replaced by technology. This research also discusses the impact of the nation's innovation policies in supporting the growth and sustainability of the digital content sector. Policies that promote technological innovation, protect intellectual property rights, and provide incentives for companies that contribute to social and environmental sustainability, were identified as important factors in the development of the sector. Thus, this research explores the role of the digital economy, big data, and the concept of "society 5.0" in the sustainable digital content sector. It aims to identify challenges, opportunities and formulate policy recommendations that will advance this sector as a major contributor to economic and social sustainability in the future
Implementasi K-Medoids Untuk Clustering Penduduk Dengan Pendidikan SMA Menurut Jenis Kelamin
Get PDFPendidikan merupakan proses kegiatan belajar mengajar yang dilakukan di sekolah. Salah satu program pemerintah dalam mendukung Pendidikan adalah Wajib belajar 12 tahun, yang dimaksud adalah generasi bangsa memiliki pendidikan minimal tamatan Sekolah Menengah Atas (SMA) Sederajat. Proses pengelompokkan tamatan SMA sangat berguna untuk melihat siswa atau siswi yang lulus SMA disetiap Provinsi. Implementasi Data Mining menggunakan metode K-Medoids ini diharapkan dapat membantu pihak kepala daerah setempat dalam memantau kelompok usia dan jenis kelamin yang lulus SMA disetiap Provinsi masing-masing. Data yang didapat merupakan dataset yang berasal dari Badan Pusat Statistik (BPS) kemudian data tersebut dianalisa menggunakan metode K-Medoids. Hasil dari analisa menggunakan metode K-Medoids menampilkan 2 cluster pada tahun 2021 Rata-rata penduduk laki-laki usia 25 tahun lulus SMA 58,2 sampai dengan 32,8. Pada tahun 2022 58,5 sampai 33,9. Sedangkan pada tahun 2021 rata-rata penduduk perempuan usia 25 tahun lulus SMA 52,5 sampai 26,9. Pada tahun 2022 54,0 sampai 29,
Systematic Literature Review: The Role of Artificial Intelligence in Digital Marketing
Get PDFArtificial Intelligence has given a competitive advantage and can increment competition and benefit or Return on Venture in Computerized Showcasing. This article points to recognize diary sources related to the part of Fake Insights, explanatory strategies, applicabilities, and execution measurements on the part of AI in Computerized Promoting from 2015 to 2022. Based on the incorporation and prohibition criteria outlined, it was established that 8 things related to the article were distributed in 2015 and 2022. This article is organized utilizing the SLR strategy which is characterized as a preparation for recognizing, evaluating and evaluating the all accessible investigation to supply answers to four Research Questions. With Suggestions, and add up to of eleven investigation strategies, seventeen usage and nine execution measurements have been distinguished that can be utilized by analysts for future inquire about the part of Manufactured Insights in Computerized Promoting
Order Monitoring Information System with Object Modeling at PT. Multi Citra Rasa: Sistem Informasi Monitoring Order Dengan Object Modeling pada PT. Multi Citra Rasa
No full textInformation Systems are a combination of hardware components and devices. Information Systems are a collection of integrated hardware and software components and have the task of collecting, storing and processing data so as to produce digital products for the availability of information for an organization. PT. Multi Citra Rasa is a B2B company operating in the F&B sector for the food service category. One of the problems that occurs in this company is the long follow-up between departments in the customer order process, this is due to the limited information obtained. System analysis was carried out using UML (Unified Modeling Language) on the Use Case Diagram. Use Case Diagram is used to generally describe the weaknesses of the system currently running at PT Multi Citra Rasa. Data was collected through an observation process in the field, then conducting questions and answers with the users involved and looking for several references that support this research. At the system design stage, researchers also used UML in Sequence Diagrams and Class Diagrams. UML is an object-oriented system modeling, where these objects will be realized on application pages that are synchronized with user needs. Meanwhile, Class Diagrams are designed to make it easier to realize database designs into basic forms of physical data, so that in the end data processing can run optimally and the information displayed is in accordance with user requirements. This research meets the needs of company management and provides convenience to all users involved so that operational activities become more effective and efficient in the future