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Journal : International Journal of Engineering, Science and Information Technology

Using Artificial Neural Networks and the Kohonen Method, an Image Pattern Recognition System for Khat Art Types Rasna, Rasna; Lubis, Adyanata; Suryadi, Dikky; Bani, Alexius Ulan; Nugroho, Fifto
International Journal of Engineering, Science and Information Technology Vol 5, No 2 (2025)
Publisher : Malikussaleh University, Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52088/ijesty.v5i2.851

Abstract

Arabic letter writing is known as khat art. Khat is classified into many categories and can be identified into three types: Khat Naskhi, Khat Qufi, and Khat Farisi, per the rules established in the art of Khat. Arabic letters, the subjects of khat art, evolved following the region where it first appeared. As a result, the Qufi style, for instance, marked the start of the evolution of Khat in the tenth century. Previously somewhat rigid, Khat became more fluid and beautiful, although it remained angular. Subsequently, the art of Sulus, Naskhi, Raiham, Riqa, and Tauqi evolved and exhibited the form of Khat, cursive (italic)—artificial neural network-based khat art type recognition by selecting the Kohonen
Application Dictionary of Scientific Plants and Animals Android-Based Algorithm Using Jaro Winkler Distance Rasna, Rasna; Rosiana Dewi, Ni Wayan Emmy; Bani, Alexius Ulan; Lamsir, Seno; Nugroho, Fifto
International Journal of Engineering, Science and Information Technology Vol 5, No 2 (2025)
Publisher : Malikussaleh University, Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52088/ijesty.v5i2.839

Abstract

The dictionary is a kind of reference book composed of abjad and contains terms of terms and their meanings. Dictionaries are needed in education to figure out the word or term you want to know its meaning. In education, it is found in many terms, for example, in the biological sciences. In biology, there is the term a scientific term that must be known to every student, especially those who pursue the field of biology. The scientific term, or scientific name, is the Latin name of plants and animals and is one of the critical discussions in the biology field contained in the course curriculum of elementary school, junior high school, and senior high school lectures. The field of biology is the subject of the taxonomy of plants and animals, and each student is required to know the Latin of every plant and animal. This is because plants and animals in the world of biology are known to scientists with scientific language. In this research, the author applies the scientific language dictionary of plants and animals using an algorithm based on the android Jaro Winkler distance. Jaro Winkler's distance algorithm searches for the desired plants and animals. In this study, the plant names and scientific names are taken from existing books and journals. Each name consists of 1000 names of plants and animals, with each of the 500 names of plants and 500 animal names along with scientific language and the images, respectively. The system will generate output from the scientific names of plants and animals and be equipped with pictures and explanations. The results from this study use an algorithm called Jaro Winkler Distance to search for the names of the desired plants and animals by matching each character entered with the characters in the database.
Co-Authors Abdul Aziz Ade Hidayatulloh Adittiya Aditya Teguh Arsyendo Adyanata Lubis Afifah, Imania Agustin, Difia Agustina, Salma Rizka Agustina Ahmad Ismail Shaleh Aini Nur Hidayati Altiono, Muhammad Rifki Ananda Tri Oktavianthi Anjani, Citra Nur Asruddin Azlan, Azlan Bernadus Gunawan Sudarsono Bernadus Gunawan Sudarsono Bois Yeblo Cyntya, Loren Daetalova, Sarah Insani Difia Agustin Dolis Herdiani, Febri Dony Agam Dwi Lestari Eko Prasetyo, Andry Emmanuel Esperito Epifanius Velazques Endah Elfayani Erasmus Guido Florensiano Gratianerashita Esperito Epifanius Velazques, Emmanuel Fahmi Kusumah Wjaya Fajar Noviandri Farkhan, Mohamad Fauziyah FAUZIYAH Febri Dolis Herdiani Fifto Nugroho Galih W, Raditya Galih Whendasmoro, Raditya Galuh Oka Priyatna Gunawan Sudarsono, Bernadus Haliza, Syifa Nur Herman, Muhammad Rafi Imania Afifah Indra Indra Irhamna, Rifka Iskandar Zulkarnain Jasmine, Dominique Navia Jefon Krisna Parell Marunduri Joko Saputro Joko Saputro Joseph Joseph Kurnia, Mega Tri Lamsir, Seno Lefaan, Maria Listi Prambodo, Yoga Lutfi Rizki Irmansyah Machfiroh, Machfiroh Mandagi, Jay Jonathan Digeesto Christofel Maripatullah, Alief Maulana, Fredi Mesran, Mesran Muhammad Andi Muhammad Iqsan Muhammad Sahroni Nafra Syahra A Nafra Syahra A Natasha Manompo Natasha Manompo Niskiki Nur Ubbay Rusman Noviandri, Fajar Nugroho, Ristyanto Adi Oki Sefiana Pembuain, Fince Permana, Kevin Williams Prambodo, Yoga Listi Putri Sari Rahmad Fadilla Rahmad Fadilla Ramadan, Raka Ramos, Samuel Rasna, Rasna Regina Salu Richla Aliffaza Ricky Agung Nugraha Rifka Irhamna Rosiana Dewi, Ni Wayan Emmy RR. Ella Evrita Hestiandari Rusman, Niskiki Nur Ubbay Sabilillah, Fiki Kautsar Saputro, Joko SATRIYAS ILYAS Setiawan, Yugi Sharyanto Sharyanto Sharyanto Sharyanto, Sharyanto Sigalingging, Dandi Silvi Damayanti Silvia Sihombing, Emma Sri Poedji Lestari Sulastri, Mega Suryadi, Dikky Syahriyanto Syahriyanto Syahriyanto, Syahriyanto Tengku Riza Zarzani N Theo Gregorius P Tri Kurnia, Mega Trista, Riezca Talita Vito, Aprilus Wahda Wahdi, Yera Wendasmoro, Raditya Galih Whendasromo, Raditya Galih Wijaya, Muhamad Lukman Yakup, Muhamad Abdul Yugi Setiawan Zainudin Islami Tualeka