Abstract:Abstract: Recognizing one's interests and talents early on is crucial in guiding an individual toward a prosperous future. While distinct, interests and talents share a close relationship. Interest denotes a genuine attraction…
action to something without external pressure, and when consistently nurtured, it evolves into a skill or talent. Machine learning, specifically utilizing the SVM algorithm with the RBF kernel, can be applied to categorize interests and talents. Prior to SVM modeling, conducting Exploratory Data Analysis (EDA) is imperative for scrutinizing interests and talents. This analysis facilitates the identification of variables, enabling the elimination of missing values and ensuring the selection of appropriate interest and talent variables. The primary objective is to achieve optimal accuracy in modeling the classification of interests and talents. The insights gained from this research contribute to the creation of an application designed for categorizing interests and talents within SDN XYZ school. This application is designed for student use, assisting them in making informed decisions about their future education and career paths
Keywords: exploratory data analysis; interests and talents; machine learning; SVM Algorithm
Abstrak: Mengenali minat dan bakat seseorang sejak dini sangat penting dalam membimbing individu menuju masa depan yang sukses. Meskipun berbeda, minat dan bakat memiliki hubungan yang erat. Minat mengindikasikan ketertarikan yang tulus terhadap sesuatu tanpa tekanan eksternal, dan ketika terus-menerus dibina, berkembang menjadi keterampilan atau bakat. Pembelajaran mesin, khususnya dengan menggunakan algoritma SVM dan kernel RBF, dapat digunakan untuk mengelompokkan minat dan bakat. Sebelum pemodelan SVM, melakukan Analisis Data Eksploratif (EDA) sangat penting untuk mengkaji minat dan bakat. Analisis ini memfasilitasi identifikasi variabel, memungkinkan penghilangan nilai yang hilang, dan memastikan pemilihan variabel minat dan bakat yang tepat. Tujuan utamanya adalah mencapai akurasi optimal dalam pemodelan klasifikasi minat dan bakat. Temuan dari penelitian ini berkontribusi pada pengembangan aplikasi yang ditujukan untuk mengkategorikan minat dan bakat di sekolah SDN XYZ. Aplikasi ini dirancang untuk digunakan oleh siswa, membantu mereka membuat keputusan yang terinformasi mengenai pendidikan dan karier masa depan mereka.
Kata kunci: Algoritma SVM; exploratory data analysis; machine learning; minat dan bakat
Abstract:Abstract: Information Technology has been utilized by the Wahana Visi Indonesia Foundation in the process of managing goods data (Provision). Therefore, good and correct IT governance is needed by predetermined standards…
so that the use of IT for the foundation's operations can run well. The purpose of this study is to determine the extent to which management manages the processes of managing and evaluating IT performance, Internal Control, External Requirements, and IT Governance. Capability and maturity level measurements were carried out using the COBIT 2019 framework. The results obtained were that the capability level and maturity level values in the MEA 01 objective domain were 2.17 with a percentage of 41% categorized Partially, the MEA 02 objective domain obtained a value of 1 .97 with a percentage of 36% and entered the Partially category, the objective domain MEA 03 obtained a value of 2.11 with a percentage of 36% and entered the Partially category, the objective domain MEA 04 obtained a value of 1.75 with a percentage of 38% and entered the Partially category. Each process domain that is in it produces a gap level value or GAP value for each of the selected objective domains based on factor design. Domain MEA 01 got a score of 1.83, domain MEA 02 got a score of 2.03, domain MEA 03 got a score of 1.89, and domain MEA 04 got a score of 2.25 out of the expected maximum value of 4.00. Thus it can be concluded that the management and process evaluation of management is lacking and does not match existing targets or standards. Keywords: Capability; COBIT 2019; IT Governance; Maturity Abstrak: Teknologi Informasi sudah dimanfaatkan kegunaannya oleh Yayasan Wahana Visi Indonesia dalam proses pengelolaan data barang (Provision). Dengan demikian, dibutuhkan tata kelola TI yang baik dan benar sesuai dengan standar yang sudah diten-tukan agar penggunaan TI untuk operasional yayasan dapat berjalan dengan baik. Tujuan penelitian ini adalah untuk mengetahui sejauh mana manajemen mengelola proses-proses pengelolaan dan evaluasi kinerja TI, Internal Control, External Requirements dan Tata Kelola TI. Pengukuran capability dan maturity level dilakukan dengan menggunakan framework COBIT 2019. Hasil yang didapatkan berupa bahwa Nilai capability level dan maturity level pada domain obyektif MEA 01 adalah 2,17 dengan presntase 41% dikategorikan Partially, domain obyektif MEA 02 memperoleh nilai 1,97 dengan presentase 36% dan masuk kategori Partially, domain obyektif MEA 03 memperoleh nilai 2,11 dengan presentase 36% dan masuk kategori Partially, domain obyektif MEA 04 memperoleh nilai 1,75 dengan presentase 38% dan masuk kategori Partially. Setiap domain proses yang ada didalamnya menghasilkan nilai tingkat kesenjangan atau nilai GAP masing-masing dari setiap domain obyektif yang terpilih berdasarkan desain faktor. Domain MEA 01 mendapat nilai 1,83, domain MEA 02 mendapat nilai 2,03, domain MEA 03 mendapat nilai 1,89, domain MEA 04 mendapat nilai 2,25 dari nilai maksimal yang diharapkan 4,00. Dengan demikian bisa disimpulkan bahwa pengelolaan dan evaluasi proses dari manajemen sangatlah kurang dan tidak sesuai target atau standar yang ada. Kata kunci: Capability; COBIT 2019; Tata Kelola TI, Maturity
Abstract:Abstract: Higher education is an institution engaged in services that provides services to internal and external consumers consisting of students, stakeholders and alumni both academically and non academically. The services…
ces provided determine the satisfaction of consumers. Higher education values are manifested in the form of accreditation. The value of accreditation is expected to be in accordance with the quality culture that runs in universities. To ensure customer satisfaction, universities must always evaluate the service policies provided based on established university standards. Evaluation is done by conducting an internal university quality audit. In the future, this activity will be routinely carried out to ensure that activities in higher education are in accordance with the standards set as a process for implementing a higher education quality culture. This is expected to be able to encourage the superior value of higher education accreditation by conducting analysis, costs and providing advice to support decisions by the highest leadership. The application of this framework analysis uses the Actor Network Theory approach to see the relationship between actors in the application of information technology so that the resulting information system is acceptable and in accordance with existing business processes at universal universities. The results of this study are a framework for making information systems based on the results of web-based ANT analysis.
Keywords: actor network theory; audit; iaps 4.0; it framework; internal quality of PT
Abstrak: Perguruan tinggi merupakan suatu lembaga yang bergerak dibidang jasa yang memberikan pelayanan kepada para konsumen internal dan eksternal yang terdiri dari mahasiswa, stakeholder dan alumni baik secara akademik dan non akademik. Pelayanan yang diberkan menentukan kepuasan para kosumen. Nilai perguruan tinggi diwujudkan dalam bentuk akreditasi. Nilai akreditasi diharapkan sesuai dengan budaya mutu yang berjalan didalam pergurua tinggi. Untuk menjamin kepuasan konsumen maka, perguruan tinggi harus selalu melakukan evaluasi terhadap kebijakan pelayanan yang diberikan berdasarkan standar perguruan tinggi yang ditetapkan. Evaluasi dilakukan dengan cara melakukan kegiatan audit mutu internal perguruan tinggi. Kegiatan ini kedepannya secara rutin dilakukan untuk memastikan aktivitas didalam perguruan tinggi sesuai dengan standar yang ditetapkan sebagai proses untuk menerapkan budaya mutu perguruan tinggi. Hal ini diharapkan mampu mendorong nilai unggul akreditasi perguruan tinggi dengan melakukan analisis, penilaian dan pemberian saran sebagai pendukung pengambilan keputusan oleh pimpinan tertinggi. Penerapan analisis kerangka kerja ini menggunakan pendekatan Actor Network Theory untuk melihat hubungan antara actor dalam penerapan teknologi informasi sehingga system informasi yang dihasilkan dapat diterima dan sesuai dengan bisnis proses yang ada pada universitas universal. Hasil dari penelitian ini adalah sebuah kerangka pikir untuk pembuatan system informasi berdasarkan hasil analisis ANT berbasis web.
Kata kunci: actor network theory; audit; iaps 4.0; kerangka kerja ti; mutu internal PT
Abstract:Abstact: A robot is a set of mechanical devices or shaped vehicles that can perform physical tasks, both with human supervision and control, in the form of programs that have been defined in advance. Robot cars designed…
by researchers, use two commands to perform physical tasks. First use the command from Google Voice, which is the command with voice, and the second uses the command using the Android button, so that access to the robot can be done by anyone and anywhere. The work system of the robot car design is designed, when the robot car commands, the command will be juxtaposed or compared, and when the data is compared according to the data being controlled, the system will run according to the data or command earlier. For each module, it uses a voltage of 5V, while for a DC motor, it uses an external voltage of 7.4 VDC. Keyword: Robot car, Arduino controller, Google voice.
Abstrak: Robot merupakan seperangkat alat mekanik atau berbentuk kendaraan yang bisa melakukan tugas fisik, baik dengan pengawasan dan kontrol manusia, berupa program yang telah didefisinikan terlebih dahulu. Mobil robot yang dirancang peneliti, menggunakan dua perintah untuk melakukan tugas fisik. Pertama menggunakan perintah dari google voice, yaitu perintah dengan suara, dan yang kedua menggunakan perintah menggunakan tombol button android, sehingga akses untuk memerinta robot dapat dilakukan oleh siapa saja dan dimana saja. Sistem kerja dari rancangan mobil robot yang dirancang, ketika mobil robot memberi perintah, maka perintah tersebut akan disandingkan atau dibandingkan, dan ketika data yang dibandingkan sesuai dengan data yang dicontroller, maka sistem akan berjalan sesuai dengan data atau perintah tadi. Untuk setiap modul, menggunakan tegangan 5V, sedangkan untuk motor DC, menggunakan tegangan eksternal sebesar 7.4 VDC.
Kata Kunci: Mobil robot, controller arduino, google voice.
Abstract:This research examines the impact of gadget use on early childhood social interaction within the urban setting of XYZ Village, Surabaya, amid the growing prevalence of digital exposure among young children. Anchored in Vygotsky’s…
ygotsky’s Sociocultural Theory and the Socialisation Theory, the study evaluates how the duration and frequency of gadget use influence key social competencies, including verbal communication, cooperative behavior, and empathy in children aged 3 to 6 years. Employing a quantitative, cross-sectional design, the study collected data from 100 children using parent-administered questionnaires and direct observational methods, followed by analysis through multiple linear regression. The findings demonstrate that both the duration and frequency of gadget use exert a statistically significant influence on children’s social interaction (p < 0.05), accounting for 19% of the variance (R² = 0.190). The remaining variation is likely influenced by external variables such as parenting styles, digital content quality, and psychological factors. These outcomes underscore the importance of regulated gadget use, active parental involvement, and integrative educational practices that promote both digital literacy and interpersonal development.
Abstract:Many mechanical systems with elastic and damping properties are prone to resonant phenomena at natural frequencies under the action of external forces. Resonance phenomena can also be preserved in control systems of such…
objects closed by negative feedback, which reduces the quality of the functioning of these systems. The paper under review deals with the practically important problem of suppressing oscillations at natural frequencies in control systems for a linear oscillator, which is traditionally considered a dynamic object described by a second-order differential equation with complex roots of the characteristic equation. The focus of the work is the question of the roughness of the system in relation to inaccurate knowledge of the resonant frequency of the controlled object (which is typical for many technical applications).
Abstract:This research analyzes Indonesia's role in addressing the challenges of climate change from a foreign policy perspective, highlighting the factors that influence policy formation, the diplomacy strategies implemented, as…
well as their impact at the global level. With a comprehensive review, this research aims to provide insights into how Indonesia interacts with the international community in an effort to address the global environmental crisis. Through an exploration of the internal and external factors that influence foreign policy on climate change, the article identifies the challenges faced as well as the opportunities that exist for Indonesia to play a more active role in shaping the global environmental agenda. By highlighting Indonesia's contributions to climate change mitigation and adaptation as well as its environmental diplomacy efforts, this article provides a better understanding of the complex dynamics between Indonesia's foreign policy and climate change issues in the context of international relations.
Abstract:Research on the constraints of teachers at SMPN 2 Dompu in module design and assessment of the project to strengthen the profile of Pancasila students (P5) in the Independent Curriculum is very important to carry out because…
ause one of the important aspects of the independent curriculum is P5. This research aims to find out what obstacles the teachers of SMPN 2 Dompu have in designing modules and assessing the project to strengthen the Pancasila student profile (P5) of the Merdeka Curriculum. The research method used in this research is a qualitative method. The data analysis technique used in this research is a data analysis technique developed by Creswell including data collection, data reduction, data display, and drawing conclusions. The results of this research are that there are 6 teacher obstacles. The first teacher has difficulty identifying the readiness stages of educational units in designing modules and project assessments to strengthen the profile of Pancasila students (P5). Second, teachers have difficulty determining dimensions and themes in designing modules and assessments for projects to strengthen the profile of Pancasila students (P5). Third, teachers have difficulty designing and determining time allocation in module design and assessment as well as implementing projects to strengthen the profile of Pancasila students (P5). Fourth, teachers have difficulty developing topics and activity lines in designing modules and assessments for projects strengthening the profile of Pancasila students (P5). Fifth, teachers have difficulty creating and designing project modules for strengthening Pancasila student profiles (P5). Sixth, teachers do not yet understand how to create assessment and assessment rubrics in the project to strengthen the profile of Pancasila students (P5). Recommendations from the results of this research are (1) the Dompu Regency Youth and Sports Education Office must provide training related to P5 module design and P5 Assessment to teachers at SMPN 2 Dompu, (2) Principals must collaborate with campus or external parties to conduct training for teachers.
Abstract:This study's objective is to help us comprehend how assets and liabilities are categorized and journalized in local government financial reports. Using a qualitative methodology, this study gathers data by reviewing existing…
ting literature. Data is collected by tracing and examining information or results from multiple sources, including books, proposals, articles, and relevant journals. The information gathered was then analyzed and arranged systematically, both from internal and external sources. Systematically, both from internal and external sources, and then described in the form of a narrative. In a narrative format. Based on the results of the literature study review, it can be concluded that all the sources analyzed agreed that assets and liabilities assets and liabilities must be clearly classified based on certain categories, such as current assets, fixed assets, current liabilities, and non-current liabilities followed by appropriate accounting journaling, and with appropriate accounting journaling, which reflects the transactions that have occurred and ensures that the declaration of finances occur and ensure that the declaration of finances reflect the true financial condition financial condition.
Abstract:This research examines the intricate relationships between company size, growth in cash flow, and stock performance, revealing complexities that challenge traditional financial analysis. While company size is often associated…
iated with stable stock performance due to advantages such as economies of scale and market power, the findings indicate that size alone does not positively impact stock performance. Furthermore, the study demonstrates that growth in cash flow does not significantly moderate the relationship between company size and stock performance. This suggests that external factors, such as regulatory changes or market sentiment, may play a more decisive role. The results underscore that cash flow, while an important indicator of financial health, does not enhance the influence of company size on stock performance, particularly in certain industries where external conditions prevail. This underscores the need for a more comprehensive evaluation approach that considers a broader range of factors when assessing stock performance. It's time to move beyond traditional metrics like profitability and cash flow growth and equip ourselves with a more robust set of tools for analysis. Ultimately, this research advocates for a multifactorial approach to stock performance evaluation, emphasizing the importance of understanding the interplay between various variables, including industry trends and macroeconomic conditions. By adopting this comprehensive perspective, investors and analysts can make more informed decisions and strategies, enhancing their ability to navigate the complexities of the financial markets.