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All Journal TRANSIENT: Jurnal Ilmiah Teknik Elektro PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Teknik dan Ilmu Komputer JURNAL PENGABDIAN KEPADA MASYARAKAT SISFOTENIKA Bina Insani ICT Journal Information System for Educators and Professionals : Journal of Information System Jurnal Mahasiswa Bina Insani Informatics for Educators and Professional : Journal of Informatics Information Management For Educators And Professionals (IMBI) Jurnal Pengabdian Pada Masyarakat Jurnal SOLMA Jurnal Ilmiah Matrik JMM (Jurnal Masyarakat Mandiri) CARADDE: Jurnal Pengabdian Kepada Masyarakat Voice Of Informatics Jurnal Serambi Engineering JAST : Jurnal Aplikasi Sains dan Teknologi JOURNAL INFORMATICS, SCIENCE & TECHNOLOGY Jurnal ICT : Information Communication & Technology Jurnal Mantik Aisyah Journal of Informatics and Electrical Engineering Jurnal Manajemen Informatika dan Sistem Informasi Abdi Dosen : Jurnal Pengabdian Pada Masyarakat TERANG : Jurnal Pengabdian Pada Masyarakat Menerangi Negeri Enrichment : Journal of Management Diseminasi : Jurnal Pengabdian kepada Masyarakat Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Infotech: Journal of Technology Information Jurnal Kajian Ilmiah JINAV: Journal of Information and Visualization Journal of Applied Data Sciences Jurnal ABDIMAS (Pengabdian kepada Masyarakat) UBJ JUDIMAS (Jurnal Inovasi Pengabdian Kepada Masyarakat) Business Review and Case Studies Journal of Students‘ Research in Computer Science (JSRCS) Jurnal Sains Teknologi dan Sistem Informasi Naratif : Jurnal Nasional Riset, Aplikasi dan Teknik Informatika Journal of Informatics and Communication Technology (JICT) Journal of Practical Computer Science (JPCS) Jurnal Pengabdian Masyarakat Information Technology (JPM ITech) Jurnal Buana Pengabdian Universal Raharja Community (URNITY Journal) J-ABDIPAMAS (Jurnal Pengabdian Kepada Masyarakat) Jurnal Sistem Informasi Jurnal Ilmu Komputer, Sistem Informasi, Teknik Informatika (JILKOMSITI) Journal of Informatics and Communication Technology (JICT)
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Unsupervised Learning Methods for Topic Extraction and Modeling in Large-scale Text Corpora using LSA and LDA Henderi, Henderi; Hayadi, B Herawan; Sofiana, Sofa; Padeli, Padeli; Setiyadi, Didik
Journal of Applied Data Sciences Vol 4, No 3: SEPTEMBER 2023
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v4i3.102

Abstract

This research compares unsupervised learning methods in topic extraction and modeling in large-scale text corpora. The methods used are Singular Value Decomposition (SVD) and Latent Dirichlet Allocation (LDA). SVD is used to extract important features through term-document matrix decomposition, while LDA identifies hidden topics based on the probability distribution of words. The research involves data collection, data exploratory analysis (EDA), topic extraction using SVD, data preprocessing, and topic extraction using LDA. The data used were large-scale text corpora. Data explorative analysis was conducted to understand the characteristics and structure of text corpora before topic extraction was performed. SVD and LDA were used to identify the main topics in the text corpora. The results showed that SVD and LDA were successful in topic extraction and modeling of large-scale text corpora. SVD reveals cohesive patterns and thematically related topics. LDA identifies hidden topics based on the probability distribution of words. These findings have important implications in text processing and analysis. The resulting topic representations can be used for information mining, document categorization, and more in-depth text analysis. The use of SVD and LDA in topic extraction and modeling of large-scale text corpora provides valuable insights in text analysis. However, this research has limitations. The success of the methods depends on the quality and representativeness of the text corpora. Topic interpretation still requires further understanding and analysis. Future research can develop methods and techniques to improve the accuracy and efficiency of topic extraction and text corpora modeling.
KLASIFIKASI KANKER PAYUDARA MENGGUNAKAN ALGORITMA NEURAL NETWORK DAN RANDOM FOREST Jamaludin; Kholiq Fajar, Abdul; Zaenal Mutaqin, Muhammad; Malik Mutoffar, Muhamad; Setiyadi, Didik
Jurnal Manajemen Informatika dan Sistem Informasi Vol. 7 No. 1 (2024): MISI Januari 2024
Publisher : LPPM STMIK Lombok

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36595/misi.v7i1.1082

Abstract

Kanker payudara adalah penyakit yang menyerang jutaan wanita di seluruh dunia setiap tahunnya. Untuk meningkatkan deteksi dini, berbagai metode dan algoritma telah dikembangkan, termasuk algoritma Neural Network dan algoritma Random Forest. Penelitian ini bertujuan untuk menguji dan membandingkan efektivitas jaringan saraf dan algoritma Random Forest dalam klasifikasi kanker payudara berdasarkan data klinis dan histopatologi. Data yang digunakan dalam penelitian ini mencakup berbagai gambaran klinis dan histopatologis yang dikumpulkan dari pasien kanker payudara. Pendekatan pengolahan data dan pemodelan dilakukan dengan menggunakan teknik klasifikasi berbasis Neural Network dan Random Forest. Setelah menyelesaikan proses pelatihan dan pengujian menggunakan dataset yang sesuai, kinerja kedua algoritma dievaluasi berdasarkan beberapa metrik evaluasi termasuk akurasi, sensitivitas, spesifisitas sinyal dan area di bawah kurva ROC (Receiver Operating Characteristics). Hasilnya menunjukkan bahwa Neural Network dan Random Forest dapat mengklasifikasikan kanker payudara dengan tingkat akurasi yang signifikan. Data diolah menggunakan alat oranye dengan akurasi 96,11% untuk algoritma Neural Network dan 98,86% untuk algoritma Random Forest, yang menunjukkan bahwa Neural Networks memberikan kinerja yang sedikit dari pada algoritma Random Forest dalam hal sensitivitas dan spesifisitas.  
RANCANG BANGUN ALAT MONITORING DAN PENANGANAN KUALITAS (pH dan TURBIDITY) AIR PADA AKUARIUM IKAN KOI BERBASIS INTERNET OF THINGS (IOT): Rancang Bangun Hardware Manis, Siti Mariam; Imam Yunianto; Setiyadi, Didik; Raharjo, Slamet
Journal of Informatics and Communication Technology (JICT) Vol. 6 No. 2 (2024)
Publisher : PPM Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52661/jict.v6i2.344

Abstract

Ikan koi memiliki nilai ekonomi tinggi, namun budidayanya memerlukan perairan bersih untuk mendukung kesehatan dan pertumbuhannya. Dalam menjaga kualitas air, pembudidaya seringkali menghadapi kendala, terutama dalam hal pemantauan kejernihan air karena banyak dari mereka memiliki pekerjaan paruh waktu di luar budidaya ikan. Di era digital saat ini, teknologi Internet of Things (IoT) menawarkan solusi inovatif untuk memantau dan mengontrol kualitas air secara otomatis dan akurat. Penelitian ini bertujuan untuk merancang dan membangun sistem monitoring kualitas air pada akuarium ikan koi dengan menggunakan sensor pH, turbidity, dan suhu yang terhubung dengan mikrokontroler Wemos Esp32 dan modul Wi-Fi, serta aplikasi Blynk untuk pemantauan jarak jauh. Hasil penelitian menunjukkan bahwa sistem IoT yang dikembangkan dapat memantau parameter kualitas air seperti pH, kekeruhan, dan suhu secara real-time dan memberikan notifikasi melalui aplikasi Blynk di smartphone. Penggunaan teknologi ini tidak hanya meningkatkan efisiensi dalam pemeliharaan akuarium ikan koi, tetapi juga menghemat waktu dan biaya yang dibutuhkan dibandingkan dengan metode manual. Keywords: Internet of Things, akuarium ikan koi, kualitas air, sensor pH, sensor turbidity, sensor suhu, aplikasi Blynk
RANCANG BANGUN ALAT MONITORING DAN PENANGANAN KUALITAS (pH dan TURBIDITY) AIR PADA AKUARIUM IKAN KOI BERBASIS INTERNET OF THINGS (IOT): Rancang Bangun Hardware Manis, Siti Mariam; Imam Yunianto; Setiyadi, Didik; Raharjo, Slamet
Journal of Informatics and Communication Technology (JICT) Vol. 6 No. 2 (2024)
Publisher : PPM Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52661/jict.v6i2.344

Abstract

Ikan koi memiliki nilai ekonomi tinggi, namun budidayanya memerlukan perairan bersih untuk mendukung kesehatan dan pertumbuhannya. Dalam menjaga kualitas air, pembudidaya seringkali menghadapi kendala, terutama dalam hal pemantauan kejernihan air karena banyak dari mereka memiliki pekerjaan paruh waktu di luar budidaya ikan. Di era digital saat ini, teknologi Internet of Things (IoT) menawarkan solusi inovatif untuk memantau dan mengontrol kualitas air secara otomatis dan akurat. Penelitian ini bertujuan untuk merancang dan membangun sistem monitoring kualitas air pada akuarium ikan koi dengan menggunakan sensor pH, turbidity, dan suhu yang terhubung dengan mikrokontroler Wemos Esp32 dan modul Wi-Fi, serta aplikasi Blynk untuk pemantauan jarak jauh. Hasil penelitian menunjukkan bahwa sistem IoT yang dikembangkan dapat memantau parameter kualitas air seperti pH, kekeruhan, dan suhu secara real-time dan memberikan notifikasi melalui aplikasi Blynk di smartphone. Penggunaan teknologi ini tidak hanya meningkatkan efisiensi dalam pemeliharaan akuarium ikan koi, tetapi juga menghemat waktu dan biaya yang dibutuhkan dibandingkan dengan metode manual. Keywords: Internet of Things, akuarium ikan koi, kualitas air, sensor pH, sensor turbidity, sensor suhu, aplikasi Blynk
UI/UX Development Using Figma based on Inclusive Design Kimseng, Ngov; Kurnia, Dian Ade; Vuthy, Ith; Arifin, Rita Wahyuni; Setiyadi, Didik
JINAV: Journal of Information and Visualization Vol. 4 No. 2 (2023)
Publisher : PT Mattawang Mediatama Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/454RI.jinav2257

Abstract

The existence of User Interface (UI) and User Experience (UX) Designer has been highly increasing and needed in recent times. One of the reasons is that many companies are starting to use Website and Mobile Application all of these actions occurred in a convincing way that attracted users, however, each of them support the objective of business development. In answering this problem, knowledge of UI/UX is needed in terms of conduction for using it. Therefore, needed designer must use several processes in the research method that the author uses, namely empathize, define, ideate, prototype, and test. The purpose for designers, there are many resources to fulfil the lack of education and to prevent working hard, it assists designers in working and creating for all frameworks and inclusive design. Also, the contributes to designers with a practical framework, aligning with industry standards, and fostering a user-centric approach. It ensures digital products are inclusive, promoting diversity, and advancing design in the technology industry. In addition, how a designer can incorporate their unique ideate for building Websites and Mobile Applications. The result of the Design Thinking method in this research is to expertly improve the user’s experience better than before. And the result application was efficient based on the participants rate are successful effective. Satisfying based on overall rate 98.4% after see this and when using the application.
Alpha Beta Testing pada Media Pembelajaran Dasar Agama di Lingkungan Tempat Pembelajaran Al-Quran Khasanah, Fata Nidaul; Prasojo, Prasojo; Untari, Dhian Tyas; Setiyadi, Didik
Journal of Practical Computer Science Vol. 5 No. 1 (2025): Mei 2025
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/jpcs.v5i1.5909

Abstract

The rapid development of technology today has significantly influenced educational processes, both formal and non-formal. It has also impacted learning materials and the methods used to deliver them during the teaching and learning process. However, not all educational institutions are able to take advantage of this technological advancement—one example is the Qur'anic Education Center (Tempat Pendidikan Al-Qur’an, or TPA). TPA is a non-formal educational institution in which the learning process predominantly relies on traditional lecture-based methods delivered by instructors. This often results in low student attention and limited understanding of the learning material. To address this issue, an interactive learning media application was designed to support the introduction of basic Islamic religious knowledge. The aim of this research is to test the functionality of the developed learning media application in order to minimize anomalies and ensure usability. One of the suitable software testing approaches used in this context is user acceptance testing. The testing methods implemented in this study include alpha testing and beta testing. The alpha testing results indicate that the application functions as expected for each tested case scenario. Furthermore, the beta testing results showed an average survey score of 82% across the criteria of usability, ease of learning, ease of use, and user satisfaction
PROTOTYPE PENGENDALIAN LAMPU DAN AC JARAK JAUH DENGAN JARINGAN INTERNET MENGGUNAKAN APLIKASI TELEGRAM BERBASIS NODEMCU ESP8266 Ibrahim, Akip Maulana; Setiyadi, Didik
Infotech: Journal of Technology Information Vol 7, No 1 (2021): JUNI
Publisher : ISTEK WIDURI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37365/jti.v7i1.103

Abstract

Internet of Things (IoT) is a concept with the aim of expanding internet network connectivity that is connected to a global network. The Internet of Things (IoT) can be used to remotely control electronic devices such as lights and air conditioners via the internet. This study aims to create a control device that utilizes internet network technology and uses the telegram application to carry out the control process. There are four control features, namely lamp control which is used to turn on one lamp, the second feature is overall lamp control to turn on all lamps at one time, the third feature controls turning on and off the AC, the fourth feature can monitor lamps and the AC is on or off . The research method used in the manufacture of this control device is the Prototype method, which is considered very suitable for use and this device uses the nodeMCU ES8266 microcontroller. The results of this study are the use of Telegram can help and facilitate users or users in monitoring and controlling lights and air conditioners when not in the house.
PENERAPAN RADIO FREQUENCY IDENTIFICATION DALAM MEMBANGUN SISTEM KEAMANAN DAN MONITORING SMART LOCK DOOR BERBASIS WEBSITE Syukuryansyah, Ridho; Setiyadi, Didik; Rofiah, Syahbaniar
Infotech: Journal of Technology Information Vol 6, No 2 (2020): NOVEMBER
Publisher : ISTEK WIDURI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37365/jti.v6i2.91

Abstract

Technology in this modernization era helps many workers and human needs. Various fields have been encroached upon by technology and one cannot be released again, one of which is security systems. The need for increased security is based on human needs for a sense of comfort with the assets they have in a safe condition and can be monitored from anytime and anywhere. This research aims to build a security system using RFID and Arduino which can be monitored through the website. An early warning system for unknown objects is also embedded therein using a magnetic switch sensor on the door, buzzer to create sound frequencies that can attract the attention of the surrounding environment and the Arduino camera module to capture images of objects. The results of this research RFID can facilitate access in and out of the door and increase security compared to conventional keys. Only registered / known objects can access the room through the door. In and out activities are monitored through a website that can be accessed anytime and anywhere.
MENGOPTIMALKAN MANAJEMEN SITASI MENGGUNAKAN MENDELEY UNTUK PENULISAN ILMIAH PADA FAKULTAS TEKNOLOGI DAN INFORMATIKA UNIVERSITAS MATHLA'UL ANWAR Endang Retnoningsih; Didik Setiyadi; Solikin; Rita Wahyuni; Rully Pramudita
JURNAL BUANA PENGABDIAN Vol. 3 No. 2 (2021): JURNAL BUANA PENGABDIAN
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat, Universitas Buana Perjuangan Karawang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36805/jurnalbuanapengabdian.v3i2.1967

Abstract

Karya ilmiah dapat berupa skripsi, tesis, disertasi, artikel yang dikirimkan ke jurnal serta tulisan lainnya merupakan bagian yang tidak terpisahkan dalam kegiatan akademik. Mencantumkan sitasi sangat penting dalam menulis karya ilmiah. Oleh karena itu perlunya di berikan pengetahuan cara mengoptimalkan software yang dapat membantu para Dosen dan mahasiswa dalam penyusunan sitasi, daftar pustaka, dan mengorganisir sumber pustaka yang dimiliki secara baik agar memudahkan dalam proses penulisan karya ilmiah menggunakan bantuan software tententu. Mendeley merupakan aplikasi citation and reference manager berguna dalam proses sitasi dan pengelola suatu referensi berbasis open source mendukung berbagai platform. Melalui kegiatan PkM yang dilaksanakan secara online melalui zoom meeting dan live www.youtube.com, diperoleh hasil melalui kuesioner respon balik dari peserta yaitu kegiatan ini dinilai baik sekali sebanyak 49%, dinilai baik sebanyak 41% , dinilai cukup sebanyak 7% , dinilai kurang sebanyak 3% dan dinilai kurang sekali sebanyak 0%.Dengan demikian diharapkan Dosen dan mahasiswa dapat menggunakan secara optimal software Mendeley untuk penulisan ilmiah dan semoga dapat meningkatkan kemampuan serta berkolaborasi dengan peneliti lain seluruh dunia.Kata kunci—karya ilmiah, mendeley, pengabdian masyarakat, manajemen referensi, sitasi.Scientific works can be in the form of theses, theses, dissertations, articles submitted to journals and other writings that are an integral part of academic activities. Including citations is very important in writing scientific papers. Therefore it is necessary to provide knowledge on how to optimize software that can help lecturers and students in compiling citations, bibliographies, and organizing well-owned library sourcesin orderto facilitate the process of writing scientific papers using the help of certain software. Mendeley is a citation and reference manager application that is useful in the citation process and an open source based reference manager supports various platforms. Through PkM activities carried out online through zoom meetings and live www.youtube.com, results were obtained through questionnaire responses fromparticipants, namely this activity was rated very good as much as 49%, considered good as much as 41%, considered sufficient as much as 7%, considered insufficient as much as 3%andwas deemed as lacking as much as 0%. Thus, it is hoped that lecturers and students can use Mendeley software optimally for scientific writing and hopefully it can improve their abilities and collaborate with other researchers around the world..Keywords— community service, citations, scientific works, Mendeley, reference management.
PEMANFAATAN SMARTPHONE UNTUK DIGITAL MARKETING BAGI PKK KELURAHAN CIPINANG BESAR SELATAN Wulandari, Arviana; Retnoningsih, Endang; Rofiah, Syahbaniar; Setiyadi, Didik; ., Jaenudin; Kurniawan, Luluh Abdilah
Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Vol. 6 No. 1 (2022): MARET
Publisher : LPPM Univ. Ibn Khaldun Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (635.216 KB) | DOI: 10.32832/abdidos.v6i1.1197

Abstract

Pemberdayaan dan Kesejahteraan Keluarga (PKK) is a forum for the public to obtain information and develop knowledge and skills in any case. Empowerment will be right on target by obtaining information that can be accessed quickly with a Smartphone as a means of gaining knowledge. With reference to the Pokja II and III work programs, namely improving education and skills in the family through training, utilizing appropriate technology and developing the creativity of Small and Micro Enterprises (UKM). The Smartphone utilization training carried out was the introduction of digital marketing using a Smartphone, the introduction of the Canva application to support the display design of digital marketing products, and the introduction of the use of social media and e-commerce for digital marketing for PKK mothers in the Cipinang Besar Selatan Sub-District. improve skills in digital marketing as a provision to open UKM.
Co-Authors . Zulfan ., Jaenudin Abdul Holik Abdullah Arif Adnan Zaki Afrisal, Hadha Ahmad Ali Satia Ahmad Rafli Aldi Mulyana Ali Nurdin Andrian Saputra Ari Marta Tania Ari Nurul Alfian Arifin, Rita Wahyu Arviana Wulandari Atmojo, Wahyu Tisno Ayu Afidarisa Rahma Ayu Dian Kristanti Azhar Affandi B. Herawan Hayadi Bobby Reza Bobby Reza Bobby Reza Budiarto, Mukti Chusyairi, Ahmad Dahlia Widhyaestoeti Damar, Raden Ario Danu Wicaksono Dodi Aprilianto Eka Prasetiyo, Fadilah Endang Retnoningsih Erdiwansyah Erdiwansyah Fata Nidaul Khasanah Fetty Ferawati Firhan Yudha Pratama Fithri Muliawati Fitria Rachmawati Genrawan Hoendarto Gusvita Gusvita Gusvita Gusvita Gusvita, Gusvita Hadirotussoliha Hadirotussoliha Hani Bastiawati Henderi Henderi . Herlawati Herlawati Hilmi Nur Husni Hisnil Fazri Hoga Saragih Hoga Saragih Hoga Saragih Hoga Saragih Ibrahim, Akip Maulana Imam Yunianto Indra Muis Intan Dwi Fatmaningtyas Ismail Marzuki Ismail Marzuki Ismail Marzuki Isyana Rahayu, Isyana Iwan Setiawan Jadi Suriadi Jadi Suriadi, Jadi JAENUDIN JAENUDIN JAMALUDIN Jejen Jaenudin Khoirunnisa, Mutia Kholiq Fajar, Abdul Kimseng, Ngov Kumaratih Sandradewi Kurnia, Dian Ade Leny Tritanto Ningrum Luluh Abdilah Kurniawan Manis, Siti Mariam Maya Lestari Moh. Sidik Priadana Muhamad Irvansyah Muhammad Atthalariq Muhammad Iqbal Awaluddin Muhammad Zaenal Mutaqin Munawir Munawir Mutia Khoirunnisa Mutoffar, Muhamad Malik Nada Aura Wansa Nikola, Epry Novita Br Ginting Padeli Padeli Pangestu, Yoga Prasojo, Prasojo Pratiwi Setyarini Restu Amalia Novita Reza, Boby Rita Wahyuni Rita Wahyuni Arifin Rita Wahyuni Arifin Rita Wahyuni Arifin Rita Wahyuni Arifin Rita Wahyuni Arifin, Rita Wahyuni Rizal Nanda REYNALDI Rufman Iman Akbar E Rully Pramudita Rully Pramudita Rully Pramudita Rully Pramudita Saepudin Saepudin Saludin Saludin Muis Saludin Saludin Saludin Saludin Samhana Suryati Subari Samhana Suryati Subari Samin Shadiq, Jafar Siti Aisah Sahlan Siti Nuraisah, Siti Slamet Raharjo Slamet Raharjo Sofiana, Sofa Solikin Solikin Solikin Solikin Solikin Subari, Samhana Suryati Sudarti . Sufian Sufian Sugiyatno Sugiyatno Supriyadi Supriyadi Susmanto Susmanto Swastika, Rulin Syafitri, Nadya Syahbaniar Rofiah Syukuryansyah, Ridho Tika Yuli Lestari Tony Darmanto Tony Sanjaya TRISNAWATI KUSUMAWARDHANI Umi Narimawati Untari, Dhian Tyas Uus Rusmawan Vendryo Adhitra Rahardjo Vuthy, Ith Wulandari, Arviana Yoga Pangestu Yuggo Afrianto Zaki, Adnan