Papers by Bonifacius Vicky Indriyono
Journal of Applied Intelligent System
There are so many types of mixed cats from various cat breeds, so many people find it difficult t... more There are so many types of mixed cats from various cat breeds, so many people find it difficult to identify and classify them. Therefore, we need a method that can classify the type of cat breeds. In this study the authors used the K-Nearest Neighbor (k-NN) algorithm to make it easier to recognize and classify cat breeds based on certain characteristics. The author took samples of 2 types of cat races, namely the Anggora race and the Kampung race. The implementation stage is to determine the euclidean distance and sort it and then determine the value of K to find the nearest neighbor. In testing, the authors used 50 training data and 50 test data with 6 attributes used, namely body shape, nose width, nose height, food type, hair type and hair length. The results of the classification of cat breeds using the k-NN method obtained an accuracy rate of 94% and an error rate of 6%.
Comparison of Stemming Test Results of Tala Algorithms with Nazief Adriani in Abstract Documents and National News
Inform : Jurnal Ilmiah Bidang Teknologi Informasi dan Komunikasi
The existence of information is undeniably needed by many people. This statement describes the in... more The existence of information is undeniably needed by many people. This statement describes the increasing importance of information and the corresponding increase in the need for access to relevant documents and literature. The contents of the information derived from these documents are then sorted to make their meaning more understandable. This sorting process is known as stemming. Stemming is a process that is widely applied in basic word searches. Separating meaningless words can make information clearer. It is necessary to pay attention to the appropriate stemming algorithm according to the language used. Many stemming algorithms can be used to perform this basic word search process. Some of them are the Tala and Nazief Adriani algorithms. The two algorithms have differences in their work processes. The Tala algorithm adopts a rule-based Porter algorithm, while the Nazief & Adriani algorithm works based on a dictionary. The two algorithms have their respective advantages in ter...
Expert System for Detecting Diseases of Potatoes of Granola Varieties Using Certainty Factor Method
International Journal of Artificial Intelligence and Robotics (IJAIR), Dec 3, 2022
ABDIMASKU : JURNAL PENGABDIAN MASYARAKAT
Digitalisasi yang saat telah merambah dunia pendidikan yang berpengaruh pada metode pembelajaran.... more Digitalisasi yang saat telah merambah dunia pendidikan yang berpengaruh pada metode pembelajaran. Salah satu metode yang memakai teknologi adalah Blended Learning dengan menerapkan Pembelajaran Aktif, Inovatif, Kreatif, Efektif, Menyenangkan (PAIKEM). Tujuan dari pengabdian ini karena tergolong sekolah yang baru berdiri sehingga sangat membantu kepada para siswa dan guru untuk menambah pengetahuan mengenai pembelajaran Blanded learning disaat pandemi covid-19 masih berlangsung, karena cocok untuk pembelajaran yang menggabungkan pembelajaran konvensional dan digital (e-learning). Proses pembelajaran blended learning ini belum sepenuhnya digunakan oleh mitra karena perangkat teknologi yang belum memadahi. Kegiatan pengabdian kepada masyarakat di SMP IT Nurul Izzah dengan metode presentasi, metode pelaksanaan dengan mempraktekkan langsung, dan forum diskusi melaui pendampingan tentang pembelajaran blanded learning melalui teknologi informasi. Pelaksanaan pengabdian terdiri dari tahap p...
Journal of Innovation Information Technology and Application (JINITA)
Indramayu is one of the regencies in West Java Province that produces food crop production in the... more Indramayu is one of the regencies in West Java Province that produces food crop production in the agricultural and plantation sectors. Many people work in the agricultural sector, one of which is by growing vegetables on their land. Planting vegetables on land in the Indramayu area often experiences problems, for example the land used is not in accordance with the type of vegetables grown. Some farmers have difficulty in evaluating land due to their lack of understanding of the land to be planted so that farmers rely on the system of planting habits that they usually do. The wrong land selection can result in energy and financial losses used for maintenance. Vegetables will develop imperfectly, even vegetables can die because of the inappropriateness of the land used. This study aims to assist farmers in determining what types of vegetable crops can be planted on their land using the k-means clustering method. There are 7 data criteria used for processing k-means so that later it ca...
Analysis of A* Algorithm Optimization and Breadth First Search in the Water Teapot Game
Inform : Jurnal Ilmiah Bidang Teknologi Informasi dan Komunikasi
Artificial Intelligence (AI) is a branch of computer science that focuses on learning how compute... more Artificial Intelligence (AI) is a branch of computer science that focuses on learning how computers can work or perform as well as humans or even better than humans. The development of artificial intelligence can be used as a benchmark for technological developments. Many problems can be solved using this artificial intelligence concept. One of them is a water jug logic game. The water jugs problem is a game requiring converting a situation into another desired situation using a certain set of operations. The objective of this game is for players to develop their deductive reasoning skills by figuring out how to move x litters of water from one teapot to another. To accomplish this, they will refer to the beginning value that has to be filled in each teapot and the end value that needs to be filled in each teapot. Using the A* algorithm and the Breadth-First Search (BFS) algorithm, which both fall under the umbrella of artificial intelligence, it is possible to find a solution to ...
Optimization of Breadth-First Search Algorithm for Path Solutions in Mazyin Games
International Journal of Artificial Intelligence & Robotics (IJAIR)
A game containing elements of artificial intelligence, of course, requires an algorithm in its ap... more A game containing elements of artificial intelligence, of course, requires an algorithm in its application. One example of a game that includes elements of artificial intelligence is the Labyrinth game. Maze is a simple educational game. This game is known as finding a way out of the maze to arrive at a predetermined goal. The labyrinth encounters numerous obstacles along the way, such as dead ends and parapets, to reach the target location. In this game, players are required to think logically about how to find the right maze path. The obstacle faced in this game is that sometimes players have difficulty finding a way out, especially if the game level has reached a high level in the process of finding a way out. To solve this problem, a graph tracing technique is needed. The Breadth-First Search (BFS) strategy can be used in conjunction with various graph search algorithms. An example of a broad search method is the Breadth-First Search Algorithm, which works by visiting nodes at l...
Penerapan Metode Simple Additive Weighting (Saw) Untuk Pengambilan Keputusan Pemberian Upah Karyawan
Pengambilan keputusan dalam rangka pemberian upah yang adil bagi karyawan harus berdasarkan pada ... more Pengambilan keputusan dalam rangka pemberian upah yang adil bagi karyawan harus berdasarkan pada penilaian yang obyektif dan tidak subyektif.Penilaian yang obyektif ditentukan berdasarkan pada kriteria- kriteria dan bobot kriteria tertentu.Di toko Argo Bayu Sejahtera, kriteria penilaian diberikan dalam bentuk grade untuk setiap alternatif kriteria.Akan tetapi, nilai grade ini masih belum bisa sepenuhnya digunakan sebagai modal penilaian untuk mengambil keputusan pemberian upah karyawan.Oleh karena itu perlu dibangun sebuah sistem yang dapat dipergunakan oleh pihak manajer untuk mengambil sebuah keputusan. Model yang digunakan untuk membagun sistem pendukung keputusan dalam penelitian ini menggunakan Fuzzy Multiple Attribute Decision Making (FMADM) dengan metode Simple Additive Weighting (SAW). Metode SAW dijadikan pilihan karena metode ini menentukan nilai bobot untuk masing-masing atribut/kriteria, kemudian dilanjutkan dengan proses perankingan untuk menyeleksi alternative terbaik ...
Creative Information Technology Journal, Sep 23, 2016
Komunikasi telah menjadi bagian dari kehidupan manusia dan menjadi hal yang sangat penting seirin... more Komunikasi telah menjadi bagian dari kehidupan manusia dan menjadi hal yang sangat penting seiring dengan berjalannya waktu. Dalam proses komunikasi, banyak terjadi kegiatan pertukaran informasi. Ada kalanya informasi yang dipertukarkan tersebut bersifat penting dan rahasia sehingga keberadaannya tidak boleh diketahui oleh pihak yang tidak berkepentingan. Dengan berkembangnya teknologi informasi, banyak cara yang dilakukan agar kerahasiaan informasi tersebut dapat terjaga agar tidak jatuh ke tangan pihak-pihak yang tidak berkepentingan. Kriptografi merupakan kajian ilmu dan seni untuk menjaga suatu pesan dan meningkatkan aspek keamanan informasi. Selain menggunakan teknik kriptografi, menjaga kerahasiaan informasi juga dapat dilakukan dengan menggunakan metode steganografi, dimana dalam metode ini informasi yang akan dikirimkan disisipkan melalui sebuah media (gambar, musik, suara, video). Dalam penelitian ini, peneliti merancang sebuah aplikasi dengan menerapkan kombinasi steganografi teknik Least Significant Bit untuk menyisipkan informasi pesan dalam media gambar bitmap 24 bit dan kriptografi Rijndael yang digunakan untuk melakukan enkripsi terhadap gambar bitmap sehingga informasi pesan dapat diamankan dari pihak-pihak yang tidak berkepentingan.
Artificial Intelligence (AI) is a technology in the field of computer science that simulates huma... more Artificial Intelligence (AI) is a technology in the field of computer science that simulates human intelligence into computers to solve various problems and jobs as well as humans do. Games / games are an implementation of the field of computer science which also embraces the concept of AI. In the midst of the rampant types of games available, the author chose the Hanoi Tower which is a mathematical game / puzzle that requires logic. Players are challenged to complete in a short time with a certain number of discs. The benefit of this game is that it can train how to think with certain patterns so as to improve the memory of players. To make it easier to solve it, the Divide and Conquer Algorithm can be used which can solve problems in the Tower of Hanoi game by breaking them down into sub-problems which will later be able to help speed up finding solutions. From the results of testing the application of the Divide and Conquer Algorithm in the hanoi tower game application by solving...
Pemodelan Perangkat Lunak Untuk Melakukan Deteksi Dini Tipe Dan Manifestasi Serangan Epilepsi
SEMNASTEKNOMEDIA ONLINE, 2017
Epilepsi dapat diartikan sebagai kumpulan gejala dan tanda-tanda klinis yang muncul karena ganggu... more Epilepsi dapat diartikan sebagai kumpulan gejala dan tanda-tanda klinis yang muncul karena gangguan fungsi otak secara intermiten, yang terjadi akibat lepas muatan listrik abnormal atau berlebihan dari neuron-neuron secara paroksimal dengan berbagai macam etiologi. Banyak pasien yang tidak menyadari adanya gejala epilepsi dalam dirinya. Epilepsi dapat juga diartikan sebagai gangguan susunan saraf pusat (SSP) yang dicirikan oleh terjadinya serangan (seizure, fit, attack, spell) yang bersifat spontan (unprovoked) dan berkala. Serangan dapat diartikan sebagai modifikasi fungsi otak yang bersifat mendadak dan sepintas, yang berasal dari sekelompok besar sel-sel otak, bersifat sinkron dan berirama. Istilah epilepsi tidak boleh digunakan untuk serangan yang terjadi hanya sekali saja, serangan yang terjadi selama penyakit akut berlangsung, dan occasional provoked seizures misalnya kejang atau serangan pada hipoglikemi. Penyakit epilepsi dapat dicegah secara optimal apabila gejala epilepsi ...
Inform : Jurnal Ilmiah Bidang Teknologi Informasi dan Komunikasi
Information retrieval system is a system that is widely used to retrieve information. This resear... more Information retrieval system is a system that is widely used to retrieve information. This research will discuss how the system finds back the information stored in database tables. Tables in the database are arranged to store all forms of data entered by database users so that later the stored data can be used again. Re-accessing the database's information must go through a mechanism known as a database management system (DBMS). One of the most widely used DBMS is MySQL. By using a DBMS, information and data can be manipulated according to user needs. Data manipulation in the database is done in a special language, namely SQL (Structure Query Language). Mastery of SQL commands is an obligation for database users so that the manipulated data can produce the required information. However, many database users still do not understand how the actual SQL command syntax manages and manipulates data into information. This is, of course, very risky if the solution is not immediately sou...
Jurnal Teknik Informatika dan Sistem Informasi
Writing is one of the efforts made by the writer to express ideas and ideas to others. But someti... more Writing is one of the efforts made by the writer to express ideas and ideas to others. But sometimes when writing, there are many errors in typing spelling, especially English spelling, resulting in errors in capturing the meaning and meaning of the writing. To overcome this problem, we need a system that can detect word spelling errors. Damerau Levenshtein and Jaro Winkler Distance Algorithms are algorithms that can be used as a solution to detect English typing errors. From the test results, it can be concluded that the Damerau Levenshtein and Jaro-Winkler Distance are able to optimally detect word mismatches and look for similarities of words compared. The Damerau Levenshtein Distance works by finding the smallest distance value, while the Jaro-Winkler Distance works by finding the greatest proximity value of the string being compared. Using this algorithm, errors in writing the spelling of words can be minimized. Keywords— Algorithm; Damerau Levenshtein; Jaro Winkler; Spelling...
Journal of Applied Intelligent System
Sokoban is one of the puzzle category games that requires players to push boxes towards the top, ... more Sokoban is one of the puzzle category games that requires players to push boxes towards the top, bottom, left and right until the specified destination. Sometimes it takes a long time to complete a very difficult level so that a solution is needed. So that these difficulties can be overcome, we need an algorithm that can help find the right path.A * algorithm is an algorithm that minimizes the total cost of the track under the right conditions that will provide the best solution in optimal time. A * algorithm will find the distance of the fastest route to be taken by a starting point to the destination object by removing unnecessary steps.From the test results, this A * algorithm can help players in finding a solution to the road in the form of completion steps in the Sokoban game by determining the smallest F value. Keywords - Artificial Intelligence, Games, Sokoban, A * algorithm
Klasifikasi Jenis Buku Berdasarkan Judul dan Sinopsis Menggunakan Metode Naïve Bayes Classifier (Studi Kasus : STMIK Kadiri)
Sisfo
Sisfo
Rapid development of data communication raises concern in safety and confidentiality of informati... more Rapid development of data communication raises concern in safety and confidentiality of information. One of those is risk of the confidential information taken by unauthorized parties. Maintaining the security and confidentiality of data in the field of information technology can be made by applying the techniques of cryptography and steganography. Cryptography is the science and art to maintain the confidentiality of the data, while steganography is a science and an art that is used to hide messages in a medium. The medium could be an image, audio, or video. Purpose of this study is combining the Caesar cipher algorithm and steganography End Of File (EOF) into one application. The test phase begins by scrambling the contents of files of type text with Caesar cipher method. After the contents of the file is scrambled, the file is inserted into the image that has been selected. To be able to read the message again, the message is decrypted and the decrypted result will be stored in a new text file.
Jurnal Buana Informatika, 2015
Stemming is the process of mapping and decomposition of various forms (variants) of a word to ess... more Stemming is the process of mapping and decomposition of various forms (variants) of a word to essentially find the root word. This process is also referred to as the conflation. Stemming process has been widely used in the activities of the information retrieval (search information) to improve the quality of the information obtained. Stemming works by employing words taken froma dictionary and the usage of the basic rules of affixes. Porter stemmer for Indonesian or commonly referred as Tala stemmer uses the rules of basic analysis to find the root of a word. Tala Stemmer does not use a dictionary in the process. Instead, it uses a rule-based algorithm. In this study, the principal issue raised is how to make the process of classification/determination of the book/library materials in a library with a fast and effective manner in order to minimize error in determining the type of books. The solution is to utilize the method used by the porter stemmer for stemming Indonesian.
Journal of Applied Intelligent System
Sokoban is one of the puzzle category games that requires players to push boxes towards the top, ... more Sokoban is one of the puzzle category games that requires players to push boxes towards the top, bottom, left and right until the specified destination. Sometimes it takes a long time to complete a very difficult level so that a solution is needed. So that these difficulties can be overcome, we need an algorithm that can help find the right path.A * algorithm is an algorithm that minimizes the total cost of the track under the right conditions that will provide the best solution in optimal time. A * algorithm will find the distance of the fastest route to be taken by a starting point to the destination object by removing unnecessary steps.From the test results, this A * algorithm can help players in finding a solution to the road in the form of completion steps in the Sokoban game by determining the smallest F value. Keywords - Artificial Intelligence, Games, Sokoban, A * algorithm
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Papers by Bonifacius Vicky Indriyono