1 10 6 https://repository.horizon.ac.id/files/original/9d9b6a952197b17914d3d432accbdb81.pdf ddf2dc2e4223edfd79b5d7f29f891065 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 3 NO. 2 (2025) Contributor An entity responsible for making contributions to the resource Sri Wahyuni Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Transformasi Digital : Sistem Tata Kelola dan Pemberdayaan Masyarakat Studi Kasus : Kelurahan Sidowayah Kota Rembang Subject The topic of the resource Transformasi Digital, Sistem Informasi, Dasawisma, Kelurahan Description An account of the resource Transformasi digital merupakan langkah strategis dalam meningkatkan tata kelola pemerintahan dan pelayanan publik, termasuk di level kelurahan. Salah satu bentuk konkret dari transformasi ini adalah pengembangan Sistem Informasi DAWIS (Dasawisma) untuk mendigitalisasi proses pencatatan data keluarga dan individu. Observasi awal di lingkungan kelurahan menunjukkan bahwa proses pencatatan sebelumnya masih dilakukan secara manual, sehingga rentan terhadap redundansi, inkonsistensi, dan kesalahan input data. Untuk menjawab tantangan tersebut, dirancanglah sebuah sistem informasi berbasis web dengan pendekatan System Development Life Cycle (SDLC). Sistem ini dilengkapi dengan berbagai fitur seperti kelola data keluarga, pencarian berdasarkan kriteria tertentu, rekapitulasi rumah tangga, serta pelaporan berbasis data real time. Selain membangun infrastruktur digital, pengembangan sistem ini juga memperhatikan aspek keberlanjutan melalui pelatihan teknis bagi pengguna, khususnya kader dasawisma dan perangkat kelurahan. Hasil implementasi menunjukkan bahwa sistem tersebut mampu meningkatkan efisiensi pengelolaan data, mempercepat proses pelaporan bulanan, serta memperkuat pengambilan keputusan yang berbasis data aktual dan terintegrasi di lingkungan kelurahan. Creator An entity primarily responsible for making the resource Ahmad Nasuha, Muhammad Ali Fikri, Salma Agustina, Zidan Dwi Angoro, Siti Ulya Ainur rohmah, Nur Lailatul Qodriyah, Ahmad Aviv Mahmudi Source A related resource from which the described resource is derived : http://animator.uho.ac.id/index.php/journal Publisher An entity responsible for making the resource available Informatics Engineering Department of Halu Oleo University Date A point or period of time associated with an event in the lifecycle of the resource 2025-08-06 Contributor An entity responsible for making contributions to the resource Sri Wahyuni Rights Information about rights held in and over the resource ISSN 3030-9735 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource Indonesian Type The nature or genre of the resource Text Dasawisma Kelurahan Sistem Informasi transformasi digital https://repository.horizon.ac.id/files/original/413aeb34b4413233572dee9502f2f008.png b83cc8402b728f4fa9158c57d075dac9 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 3 NO. 2 (2025) Contributor An entity responsible for making contributions to the resource Sri Wahyuni Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource ANALISIS PERBANDINGAN ALGORITMA KLASIFIKASI EMAIL SPAM MENGGUNAKAN LONG SHORT-TERM MEMORY, NAÏVE BAYES DAN SUPPORT VECTOR MACHINE Subject The topic of the resource Confusion Matrix, Email, Long Short-Term Memory, Naïve Bayes, Spam, Support Vector Machine Description An account of the resource Kemajuan dalam bidang teknologi informasi dan komunikasi telah memberikan pengaruh besar terhadap berbagai bagian dari aspek yang ada di kehidupan, salah satunya email. Email atau electronic mail salah satu bentuk komunikasi digital yang paling banyak digunakan dalam kehidupan sehari-hari, telah menjadi bagian penting dalam kehidupan modern. Namun dengan semakin meningkatnya penggunaan email, berbagai permasalahan pun bermunculan, termasuk spam. Oleh karena itu, mendeteksi dan mengklasifikasikan email spam sangat penting untuk meningkatkan keamanan dan kenyamanan pengguna email. Untuk mengatasi masalah ini, berbagai metode klasifikasi telah dikembangkan untuk mendeteksi dan memfilter email spam. Di antara metode tersebut, Algoritma Long Short Term Memory (LSTM), Naïve Bayes, dan Support Vector Machine (SVM) adalah beberapa teknik yang umum digunakan. Penelitian ini diharapkan dapat meningkatkan pemahaman tentang teknik klasifikasi dalam bidang pengolahan data, dan dapat mengetahui Algoritma mana yang lebih baik dalam mendeteksi email spam. Berdasarkan hasil pengujian sistem yang telah dilakukan, Naive Bayes menunjukkan performa terbaik dengan accuracy 93,3%, precision 90,91%, recall 96,77%, dan F1-score 93,75%. SVM juga memiliki performa cukup baik dengan accuracy 76,6%, precision 84%, recall 67,74%, dan F1-score 75%. Sementara itu, LSTM mencatat performa terendah dengan accuracy 70%, precision 84,21%, recall 51,61%, dan F1-score 63,91%. Creator An entity primarily responsible for making the resource Gabril Isnansyah, Sutardi, Rizal Adi Saputra Source A related resource from which the described resource is derived https://animator.uho.ac.id/index.php/journal/article/view/1273 Publisher An entity responsible for making the resource available Informatics Engineering Department of Halu Oleo University Date A point or period of time associated with an event in the lifecycle of the resource 2025-09-01 Contributor An entity responsible for making contributions to the resource Sri Wahyuni Rights Information about rights held in and over the resource ISSN : 3030-9735 Format The file format, physical medium, or dimensions of the resource PNG Language A language of the resource Indonenesian Type The nature or genre of the resource Text Confusion Matrix Email Long short-term memory Naïve Bayes Spam Support Vector Machine https://repository.horizon.ac.id/files/original/e1dddddb3a845da0edba9c1d05b6e446.pdf aef1b4b6d98f2988e3094a51d5b66c1e Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 3 NO. 2 (2025) Contributor An entity responsible for making contributions to the resource Sri Wahyuni Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Analisis Perbandingan Metode Fisher Yates Shuffle dan Linear Congruent Method Pada Aplikasi Pembelajaran Rambu Rambu Lalu Lintas Berbasis Android Subject The topic of the resource Rambu Lalu Lintas, Fisher Yates Shuffle, Linear Congruent Method, Perbandingan Description An account of the resource Rambu lalu lintas berperan penting dalam menjaga ketertiban dan keselamatan di jalan raya. Namun, anak-anak sering kali mengalami kesulitan dalam memahami makna rambu lalu lintas karena keterbatasan kognitif mereka. Oleh karena itu, diperlukan media edukasi yang dapat membantu mengenal rambu sejak dini. Salah satu solusi yang ditawarkan adalah pengembangan aplikasi pembelajaran yang mengenalkan berbagai jenis rambu dengan menyenangkan. Dalam aplikasi pembelajaran metode pengacakan sangat penting untuk mencegah kemunculan soal yang berulang. Ada beberapa algoritma pengacakan seperti Fisher-Yates Shuffle baik untuk mengacak angka, dengan waktu yang cepat dan Linear Congruent Method algoritma yang paling sering digunakan dalam proses pengacakan. Untuk menentukan algoritma yang paling efektif dan efisien di antara keduanya, diperlukan analisis perbandingan sehingga dapat diketahui mana yang lebih unggul dalam pengacakan. Dari data uji yang dilakukan didapatkan hasil nilai akurasi Algoritma Linear Congruent Method 100% dan Fisher-Yates Shuffle 94,67%. Linear Congruent Method memiliki render time 0.00186 detik sedangkan Fisher-Yates Shuffle 0.05811 detik. Sehingga, Linear Congruent Method lebih cepat dan akurat dalam melakukan pengacakan. aplikasi game edukasi ini memperoleh hasil User Acceptance Testing (UAT) sebesar 96,85%. Creator An entity primarily responsible for making the resource Muh. Akbar As’ad Ishaq, La Surimi, LM. Fid Aksara, Muh. Yamin Source A related resource from which the described resource is derived : http://animator.uho.ac.id/index.php/journal Publisher An entity responsible for making the resource available Informatics Engineering Department of Halu Oleo University Date A point or period of time associated with an event in the lifecycle of the resource 2025-08-06 Contributor An entity responsible for making contributions to the resource Sri Wahyuni Rights Information about rights held in and over the resource ISSN 3030-9735 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource Indonesian Type The nature or genre of the resource Text Fisher Yates Shuffle Linear Congruent Method Perbandingan Rambu Lalu Lintas https://repository.horizon.ac.id/files/original/2230142682b03504f0a61e8834965134.png 8a0a46ef6bd8bd6dbef8b13d7cdbe646 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 3 NO. 2 (2025) Contributor An entity responsible for making contributions to the resource Sri Wahyuni Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Implementasi Fisher Yates Shuffle untuk Memilih Urutan Stage Dalam Permainan Platformer 2D Subject The topic of the resource Fisher Yates Shuffle, Permainan Platformer 2D, Metode black-box, 2D Platformer Game, Black-box method Description An account of the resource Penelitian ini mengimplementasikan algoritma Fisher Yates Shuffle dalam permainan platformer 2D untuk menghasilkan urutan level yang acak dan tidak terduga guna meningkatkan variasi dan keseruan gameplay. Metode yang digunakan meliputi pemilihan algoritma, pengembangan prototipe berbasis Java Development Kit (JDK), dan pengujian fungsional dengan black-box. Hasil menunjukkan bahwa algoritma ini efektif menciptakan variasi urutan level, meningkatkan keterlibatan pemain melalui pengalaman unik ditiap sesinya. Kombinasi pengacakan level dengan elemen acak lain (latar belakang, efek cuaca) juga memperkaya dinamika visual. Penelitian ini memberikan kontribusi dalam pengembangan game dengan memanfaatkan Fisher Yates Shuffle untuk desain level yang lebih menarik, serta menjadi acuan bagi pengembang platformer 2D. Creator An entity primarily responsible for making the resource Rabbil Sukarnas Malid Irman Source A related resource from which the described resource is derived https://animator.uho.ac.id/index.php/journal/article/view/1275 Publisher An entity responsible for making the resource available Informatics Engineering Department of Halu Oleo Universit Date A point or period of time associated with an event in the lifecycle of the resource 2025-09-01 Contributor An entity responsible for making contributions to the resource Sri Wahyuni Rights Information about rights held in and over the resource ISSN : 3030-9735 Format The file format, physical medium, or dimensions of the resource PNG Language A language of the resource Indonesian Type The nature or genre of the resource Text Black-box method Fisher Yates Shuffle Metode black-box, 2D Platformer Game Permainan Platformer 2D https://repository.horizon.ac.id/files/original/3496fb657f760bf4cc22788954d16bb7.png f06675155e019d58a72b38dd4d0292ce Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 3 NO. 2 (2025) Contributor An entity responsible for making contributions to the resource Sri Wahyuni Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Penerapan Jaringan Syaraf Tiruan Backpropagation pada Peramalan Curah Hujan di Kabupaten Muna Subject The topic of the resource Jaringan Syaraf Tiruan, Backpropagation, LSTM, Peramalan Curah Hujan, Kabupaten Muna. Description An account of the resource Peramalan curah hujan merupakan langkah penting dalam mendukung pengambilan keputusan di sektor pertanian dan mitigasi bencana. Penelitian ini bertujuan untuk menerapkan model Jaringan Syaraf Tiruan (JST) dengan algoritma backpropagation berbasis Long Short-Term Memory (LSTM) dalam memprediksi curah hujan di Kabupaten Muna. Data yang digunakan mencakup curah hujan, kelembapan udara, tekanan udara, dan suhu dalam rentang waktu bulanan. Seluruh data diolah melalui proses normalisasi menggunakan StandardScaler dan dibentuk dalam format deret waktu menggunakan pendekatan sliding window selama tiga bulan untuk memprediksi curah hujan bulan keempat. Creator An entity primarily responsible for making the resource Wa Ode Nuriil Rizqy Annisa, Adha Mashur Sajiah Source A related resource from which the described resource is derived https://animator.uho.ac.id/index.php/journal/article/view/1274 Publisher An entity responsible for making the resource available Informatics Engineering Department of Halu Oleo University Date A point or period of time associated with an event in the lifecycle of the resource 2025-09-01 Contributor An entity responsible for making contributions to the resource Sri Wahyuni Rights Information about rights held in and over the resource ISSN : 3030-9735 Format The file format, physical medium, or dimensions of the resource PNG Language A language of the resource Indonesian Type The nature or genre of the resource Text Backpropagation Jaringan Syaraf Tiruan Kabupaten Muna LSTM Peramalan Curah Hujan https://repository.horizon.ac.id/files/original/3781799a0344811c6f80e1b31a59fc54.jpg 03bb9675ba9bd7f46bd84fe74d75a54b Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 3 NO. 2 (2025) Contributor An entity responsible for making contributions to the resource Sri Wahyuni Still Image A static visual representation. Examples include paintings, drawings, graphic designs, plans and maps. Recommended best practice is to assign the type Text to images of textual materials. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Cover Jurnal Informatika Ilmu Komputer dan Sistem Informasi Contributor An entity responsible for making contributions to the resource Sri Wahyuni