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Journal : International Journal Engineering and Applied Technology (IJEAT)

Research topic modeling in informatics engineering study program at Nusa Putra University using LDA method Kamdan; Ivana Lucia Kharisma; Gina Purnama Insany; Paikun
INTERNATIONAL JOURNAL ENGINEERING AND APPLIED TECHNOLOGY (IJEAT) Vol. 5 No. 2 (2022): November 2022
Publisher : Nusa Putra University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52005/ijeat.v5i2.76

Abstract

Writing research reports at the undergraduate level is one of the obligations that must be fulfilled by students as a fulfillment of graduation requirements at a university. One of the independent learning programs implemented at Nusa Putra University is through the research method, where students are required to conduct research as a graduation requirement in the Study Completion Program course. The growing development of information and communication technology provides opportunities for students to determine research themes. However, sometimes students take research themes that are not in accordance with the concentration in the study program. This research was conducted with the aim of identifying how the LDA topic modeling method can analyze research topic trends by modeling topics on research titles that have been taken by students at the Informatics Engineering Study Program, University of Nusa Putra. Latent Dirichlet Allocation (LDA) is one of the most popular topic modeling methods today. This research uses a dataset in the form of 159 titles of study completion program research reports and tittles of final assignment reports for students of the Informatics Engineering study program, University of Nusa Putra. This research is expected to be a reference in conducting research by students based on the topics that have been modeled
Overcoming the Impact of Bird Pests on Rice Yields Using Internet of Things Based YOLO Method Lucia Kharisma, Ivana; Kamdan; Purnama Insany, Gina; Rizki Firdaus, Asep; Nasrulloh, Dendi
INTERNATIONAL JOURNAL ENGINEERING AND APPLIED TECHNOLOGY (IJEAT) Vol. 7 No. 2 (2024): November 2024
Publisher : Nusa Putra University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52005/ijeat.v7i2.111

Abstract

The problem of bird pests has become a serious problem in the sector of agriculture since ancient times. Bird pest attacks, especially sparrows, Church and bondol have a big influence on the quality and quantity of rice produced by farmers. This causes a decline in the economic level of people in rural areas, especially farmers. Traditional methods which are often used by farmers, such as making sounds from used cans stretched using rope can be a temporary solution to this problem, however, as the largest agricultural country in Asia Southeast of course Indonesia should implement progress and very advanced technological developments to help with problems in the agricultural sector. Integration of Artificial Intelligence (AI), Internet of Things (IoT), and Mobile technology Applications to develop a bird pest repellent tool Smart is expected to be a very effective solution. With integration on IoT devices, this tool has the ability to repel bird pests automatically when it detects bird objects. Results It is hoped that this research will provide great benefits and optimize rice harvest so that it can improve the welfare of farmers and Indonesian society as a whole.
Co-Authors Adhitia Erfina Adisti Ridha Ramadhan Agung Gumelar Alamsyah, Zaenal Algifari, M. Alwan Alun Sujjada Alun Sujjada Alun Sujjada Andi Nopiandi Anggun Fergina Anggun Fergina Anggun Fergina Any Elvia Jakfar Ardi Yansah Atikah Mugiyanti Ayu Lestari, Melani Azkal Khalif Berniman Gofindo Malau Bibin Aripin Chelika Patricia Handraputri Dava Febrian Dava, Dava Febrian Dede Agung Delia Nur Delia Nur Annisa Dewi Puspitasari Dhea Ayu Septiani Dimas Arya Pamungkas Dwi Sartika Simatupang Dwi Sartika simatupang Fergina, Anggun Firdaus, Asep Rizki Fitri Ramadani, Rizka Galih Rakasiwi Galuh Ratna Putri Gilang Rizki Padilah Gina Purnama Insany Gina Purnama Insany Gina Purnama Insany Gina Purnama Insany Gunawan, Muhamad Sahrul Hafidzh Al Muhiddin, Muhammad Hari, Rizki Dini Hermanto Hermanto Hermanto Ibnu Sina, Rivaldi Ibrahim Cahya Gumilar Ihsan Septian, Firdaus Ika ika Indra Yustiana Insany, Gina Purnama Ira Rohimah Ivana Lucia Kharisma IVANA LUCIA KHARISMA Jihad Taqwana, Friendly Juan Cerah Joseph Khairiyah Ivanka, Najwa Kharisma, Ivana Lucia Kustandi, Agus Lucia Kharisma, Ivana M. Sarhan Akasah Mamun, Yuliana Maulana Yusuf Meylinda Nuryani Moh. Abd. Aziz Hidayat Moh. Iqbal Maulana Muhamad Galih Sundayana Muhamad Iqbal Ramadhan Muhammad Azmi Fauzan Muhammad Dzulqarnain, Fajar Muhammad Ikhsan Thohir Muhammad Maulana Zakaria Mulyana, Azril Munandar, Rifki Arief Muslih, Muhamad Mutiara Annisa Tresna Ati Nasrulloh, Dendi Natanael, Brillian Aji Natasya, Sandra Neng Syahla Nida Khofifah Nugraha Nuraiman Nuraini, Desti Nurcahya Sumirat, Hana Padilah Qurani, Intan Paikun Perkasa, M. Juang Pajri Prayoga , Rizki Haddi Purnama Insany, Gina Putri Iskandar, Alyanissa Putri, Hanifa Raihan Lutfhi Purba Raka Adriel Maheza Ramdan Alkausar, Ryan Ramdan, Hari Muhammad Reza Agustian Kusnadi Rismi Nurlaely Rizki Firdaus, Asep Rizki Haddi Prayoga Rizki Padilah, Gilang Rizqy Mawardi Rohmat, Satria Rizki Sahira, Sarah Sakti Aji Salman Alhidamkara Sanulqi, Ihsan Sebayang, Alvin Christoper Sembiring, Rinawati Septian, Muhammad Ardhi Septiani, Dhea Ayu Serliani, Siska Meyisa Amelia Setiana Andika Putra Setiawati Siti Olis Somantri Somantri Somantri Somantri Somantri, Somantri Suhendar Suhendar Sukmawan, Dede Tasliyatunadiyah, Latifah Teguh Gumelar Tofik Hidayat Tresna Ati, Mutiara Annisa Wardin Hia, Srifen Wigi Januar Rahman Wigi Januar Rahman Wilda Widyana Yasin, Fakhriyal Riyandi Yusup Solehudin Yusup Solehudin Zaki Hibatullah, Muhammad Zalukhu, Eliadi Zulia Nur Permatasari zulianp