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yahfizham yahfizham
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Algoritma Pemrograman : Studi Pustaka Pemahaman Algoritma Pemrograman Irmayati Khairiah; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 1 No. 4 (2023): Desember : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v1i4.1673

Abstract

Adapun tujuan dari artikel ini adalah untuk lebih memahami mendalam terkait Algoritma Pemrograman. Artikel ini menggunakan metode studi pustka dengan menganalisi beberapa informasi yang didapatkan dari penelitian yang terdahulu sebagai sumber informasi yang Valid. Hasil pembahasan dengan terus memperdalam pemahaman tentang algoritma pemrograman, sehingga meningkatkan keterampilan dalam membantu individu. Studi pustaka adalah langkah pertama yang penting dalam perjalanan ini, membantu individu mengembangkan dasar yang kuat dalam pemrograman dan algoritma. memperdalam pengetahuan Algoritma Pemrograman.
Pengenalan Algoritma Pemrograman Dasar Dalam Konteks Pembelajaran Pemrograman Awal Armina Rangkuti; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 1 No. 4 (2023): Desember : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v1i4.1714

Abstract

Algorithms are steps that are arranged logically and systematically to solve a problem. In the world of simple programming, the algorithm is the initial stage and is written before the program is written. One of the problems that can be solved with computer programming is problems that involve mathematical calculations. This research aims to develop understanding of algorithms and develop programming skills, especially for beginners. The method used in this research is the literature study or literature review method, namely analyzing several studies related to the topic discussed, especially introducing the basic concepts of programming algorithms, characteristics of programming algorithms, grouping programming languages ​​based on level and algorithm notation, which are some of the basic things that are mandatory. known by everyone who wants to create a program. This understanding will be very helpful in the development of more complex programming projects. Therefore, learning basic programming algorithms is very crucial or important for anyone who wants to start in the world of programming.
Analisis Kinerja Algoritma Machine Learning Dalam Deteksi Anomali Jaringan Sintia Situmorang; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 1 No. 4 (2023): Desember : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v1i4.1722

Abstract

Abstract.Network anomaly detection is a situation that occurs in network traffic that causes conditions to become abnormal. This research aims to analyze the performance of various machine learning algorithms in network anomaly detection and compare the performance of single classifier algorithms with ensemble learning. This ensemble learning technique has advantages such as increased accuracy and performance, can reduce the risk of overfitting and underfitting by using different subsets and features of data, and can turn weak learning into strong learning. However, on the other hand, this ensemble learning technique also has disadvantages in its use, namely that this ensemble method may not work well with high variance models, as the ensemble method may not be optimized for anomaly detection and that this method can be computationally expensive and time consuming due to the need to train and store multiple models. Some of the techniques used are deep learning, eager learning, lazy learning, bagging, feature selection, boosting, and stacking. In addition to this, this machine learning algorithm has weaknesses, including if any of the data used is incomplete, it will result in inaccurate completion data, making the programming process quite time-consuming. This research can help develop a more effective and efficient network anomaly detection system. The results of this research show that using ensemble learning and feature selection techniques can improve anomaly detection performance by reducing the processing time of redundant data and classification, as well as increasing precision values.
Analisis Studi Literatur Pengkajian Algoritma Dan Pemrograman Mahasiswa Di Revolusi Industri Teknologi Pada Jurusan Pendidikan Matematika Miftah Khairiyah SM; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 1 No. 4 (2023): Desember : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v1i4.1731

Abstract

Particularly in the context of the technological industrial revolution, information technology is developing more quickly. We cannot prevent technological development in this life because it will inevitably follow scientific advancements in science. Educational technology has the power to transform traditional teaching methods into innovative ones. Even though the term "educational technology" has a very broad definition, it is frequently assumed to refer only to electronics or other technical tools. For this reason, we will talk more about educational technology in this article, particularly as it relates to its development in the context of science's rapid advancement. as well as society culture and technology Programming breakthroughs have virtually eliminated the need for manual implementation Our work and interests these days often stress our proficiency with computers. Logical thinking is crucial to the development of this revolution in order to comprehend its components, particularly the interconnectedness of computer programming algorithms and mathematics. In order to ascertain the actualization of this programming procedure, the literature analysis method was employed in the composition of this work. The sources for this article's collection included books and a number of earlier publications, the titles of which were created using bibliometric techniques. Thus, it is believed that the development of technological knowledge can proceed without hiccups with the involvement of algorithmic programming so that students can enhance the caliber of the amalgamation of technological information in the industrial revolution.
Konsep dan Fungsi Algoritma Pemrograman Hani Rarti Syahara Harahap; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 1 No. 3 (2023): September : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v1i3.1875

Abstract

An introduction to algorithms begins with a basic understanding of the algorithm itself. An algorithm is an organized sequence of steps to solve a problem, taking into account systematic sequence and logical goals. Meanwhile, a programming algorithm is a set of instructions that a computer is asked to execute to solve a problem. Good mastery of programming algorithms is absolutely necessary for people who want to study computer science or mathematics. Therefore, this article aims to help readers who want to learn the importance of programming algorithms through basic concepts. This paper uses a literature review method from various types of existing sources to discuss history, function and properties, algorithm structure, notationincluding natural, pseudocode and flowcharts.
Penerapan Algoritma Genetika Dalam Penyebaran Optimasi Jaringan Sabrina Aisha Putri Lubis; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 2 No. 1 (2024): Maret : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v2i1.2021

Abstract

A network is a system in which computing devices are connected to each other and can share data and resources. To establish a connection, these network devices follow certain rules called communication protocols, both through physical and wireless technology. The performance level of a Wi-Fi network, for example inside a building, can be measured by how well users receive the Wi-Fi signal. The goal of this network is to establish timely and precise communication between users and data senders. A successful Internet connection often depends on receiving a strong and consistent signal, while a fluctuating or weak signal is undesirable. A commonly used approach to measure the average Wi-Fi signal level in a building without needing to understand every detail of the building layout is to use Single Slope Modeling (1SM). This model bases its calculations on the distance between the sending and receiving devices, so it can be used to analyze the performance of Wi-Fi networks, as is done in the case of educational institution buildings. Apart from that, in an effort to optimize network performance, a genetic algorithm was also created which was implemented using the PHP language. This algorithm is based on the principles of genetic algorithms to overcome optimization problems that may arise in the context of such networks.
Algoritma Pemograman Excel 2013 Untuk Menyelesaikan Soal Matematika Siti Nurhaliza Lubis; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 2 No. 1 (2024): Maret : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v2i1.2418

Abstract

In this study using the help of microsoft Excel 2013 as a medium to solve mathematical problems more easily and practically. This study also uses a programming algorithm with the help of microsoft Exel to sort certain data that analyzes a value and comparison with sorting procedures in the work of completing the Excel 2013 application programming algorithm in solving mathematical problems. The method used in this study uses a research and Development approach. From the research that has been done, it was concluded that Microsoft Excel 2013 can be used as an application that helps in solving math problems.
Optimisasi Algoritma Pemrograman Untuk Pengolahan Data Besar Siti Izzati Sarah; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 2 No. 1 (2024): Maret : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v2i1.2444

Abstract

Big data processing has become an important aspect of computer science and various industries in the digital age. Efficient and timely programming algorithms play a central role in addressing the challenges presented by big data. This journal focuses on various optimization methods and techniques that can be applied in the development of programming algorithms for processing big data. Supporting and relevant references are used to illustrate the concepts and techniques presented in this paper. Discussions include parallel methods, data compression, indexing, divide and conquer strategies, and greedy algorithm approaches. Case studies on the implementation of fast sorting algorithms in the context of big data processing are also presented. The understanding and application of these optimization methods are important in maximizing the efficiency and performance of programming algorithms in dealing with big data, and they play a key role in the development of relevant information technology solutions.
Pemanfaatan Aplikasi Photomath Pada Pembelajaran Matematika: Systematic Literature Review Nur Elisah Nasution; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 2 No. 2 (2024): Juni : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v2i2.3106

Abstract

This research aims to analyze meta data related to the use of the Photomath application. This research uses the Systematic Literature Review (SLR) method. This systematic review identified 11 studies via the Google Scholar database published in 2020-2023. Data collection was carried out by collecting all articles related to the use of the photomath application, with selection criteria and using the PRISMA procedure as a research instrument guide. The research results show that the Photomath application provides a positive, effective and practical learning experience in solving mathematics problems. Training in the use of mathematics applications is considered important to help students understand mathematics learning material.
Systematic Literature Review (SLR) : Pemanfaatan Aplikasi Geogebra Dalam Pembelajaran Matematika Suci Miranti Hakiki; Yahfizham Yahfizham
Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam Vol. 2 No. 2 (2024): Juni : Jurnal Matematika dan Ilmu Pengetahuan Alam
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/konstanta.v2i2.3136

Abstract

This research aims to see how the utilization of geogebra application in learning mathematics. The method used in this research is Systematic Literature Review (SLR). The results obtained in this study are geogebra has benefits for the subject matter of algebra, building space, geometry, space analytic geometry, transformation geometry, integral, statistics, pythagorean theorem, and trigonometry. The use of geogebra allows students to be actively involved in problem solving, increase interest in learning, and expand understanding of mathematical concepts. For teachers, geogebra helps in creating interesting learning materials, visualizing mathematical concepts more clearly, and simplifying the preparation of questions
Co-Authors Adawiyah Ritonga Ahmad Al-hafiz Sagala Ahmed Charelsyah Lbs Alfito Fatihah Alivia Ivo Amirah Ghania Nasution Alya Rahmadani Harahap Annisa Ul Khoiriah Pasaribu Armina Rangkuti Aryadino Anggara Aulia Alsaf Salsabilla Aulia Herdiyanti Avita Salsabila Azra Sabrina Bulan Naysabilla Cici Wulandari Sitorus Cindy Kawilda Hasibuan Cyntia Suarni Arifin Dea Putri Ananda Mahela Desmi Fitri Syahdani Br Sitepu Ega Trianingsih Aksana Ekki Wahyuni Lubis Ella Andhany Elsa Nandita Erlianda Cibro Fahri Rahmadsyah Fanny Selfinta Perangin-angin Fara Syifa Nabila Siregar Farah Ananda Lubis Farizi Aqfi Fatimah Zahra Fauziah Mawaddah Harefa Fitriani Fitriani Friyadi Hamonangan Ghasani Fathonia Halimatussya’diyah Purba Hani Rarti Syahara Harahap Hanif Abrar Hikmah Maulida Sari Nst Icha Amelia Inna Muthmainnah Dalimunthe Intan Vilja Aura Fazia Irda Auliya Hadi Lubis Irmayati Khairiah Jamiah Nurhakiki Khairunnisa Tanjung Lili Saputri Lilis Suryani Nasution Luthviah Aprilliza Utami M Farhan Alyuda Marshanda Suraya Maulia Fadila May Sharah Athifah Mayang Nabila Melinda Azizah Miftah Khairiyah SM Milda Zohra Mirna Annifah Hsb Muhammad Daffa Fahreza Muhammad Farhan Muhammad Murdani Muhammad Raihan Ath Thotiq Mustika Nurbayeni Nabila Rizki Aprilia Naufal Ramadhan Nazira Ananda Nazwa Salsabila Putri Nessa ovia qulsum nicholas faisal simanjuntak Nur Aisyah Nur Elisah Nasution Nuragustin Nuragustin Nurhalimah Nurhalimah Nursania Simbolon Nurul Fatma Dewi Mardianto Nurwijayanti Pinkan Indriani Daulay Putri Khofifah Rambe Qori Aulia Hafni Nasution Qurrata Ayun Sinaga Rafli Aditya Ramadhan S Ridho Ardiansyah Dalimunthe Rindi Fatmawati Riyanti Siregar Rizky Fatih Syahputra Roslina Sahara Sabrina Aisha Putri Lubis Sahnas wulandari Siregar Sahrul Romadona Saputri Saputri Sarah Rizki Pebriani Sarmila Fitri Yanti Nasution Sazatul Asmal Selviana Anggreani Sherly Putri Revika Shilva Syahbina Siahaan, Nafi Beckhamsyah Sintia Situmorang Siti Aqilah Sabita Siti Izzati Sarah Siti Maysarah Siti Nurhaliza Lubis Siti Nurmala Sirait Siti Zia Hadatul Hasanah Sri Damayani Sri Rezeki Suci Dahlya Narpila Suci Miranti Hakiki Syabilla Putri Affani Syasya Aisyah Syifa Husna Ramadhani Syofiah Sinaga Tasya Aulia Faisal Taufik Qurrahman Titin Anisa Tanjung Tuti Harmidah Siregar Vania Retna Syahrani Vina Alliana Winda Winata S. Pane Wulan dari Yolanda Sianturi  Zulayli Syahrani