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Implementasi Metode Naive Bayes Untuk Klasifikasi Penerima Program Keluarga Harapan

Arifin, Andhini Asri Awaliyah, Handoko, Wiwin, Efendi, Zulfan
Abstract: Abstract: The Family Hope Program (PKH) is a government program in the form of cash for Very Poor Households (RTSM) whose qualifications are met related to efforts to improve human quality, not in the field of education… but also health. In the short term, the PKH program is calculated to reduce the expenditure of poor families and reduce poverty in the long term. To receive the PKH Program) the government has set several criteria, including income, house ownership status, house size, floor type, roof, wall, and type of water source. As for the way to do the settlement of the criteria that have been set, namely by utilizing the Data Mining technique through the Naïve Bayes method. The dataset in this study is the data of recipients of the 2020 Family Hope Program as many as 82 samples. The results of the classification modeling with the Naïve Bayes Algorithm produce precision values for the positive class 100%, for the negative class 77%, the recall value for the positive class 80%, for the negative class 100%, the f1-score value for the positive class 89%, for the negative class 87%, and 88% accuracy value. The purpose of this research is to help the Social Service in classifying the recipients of the Family Hope Program (PKH).   Keywords: The Family Hope Program; Data Mining; Naïve Bayes     Abstrak: Program Keluarga Harapan (PKH) merupakan program pemerintah dalam bentuk tunai untuk Rumah Tangga Sangat Miskin (RTSM) yang kualifikasinya terpenuhi terkait dengan upaya peningkatan kualitas manusia tersebut bukan dalam bidang pendidikan tetapi juga kesehatan. dalam jangka pendek Program PKH diperhitungkan bisa mengurangi biaya pengeluaran keluarga miskin serta mengurangi kemiskinan dalam jangka panjang. Untuk menerima Program PKH) pemerintah sudah menetapkan beberapa kriteria, diantaranya Penghasilan, Status Kepemilikan Rumah, Ukuran Rumah, tipe Lantai, Atap, Dinding, serta jenis sumber air. Adapun cara untuk melakukan penyelesaian terhadap kriteria yang sudah ditetapkan yaitu dengan memanfaatkan teknik Data Mining melalui Metode Naïve Bayes. Dataset dalam penelitian ini adalah data penerima Program Keluarga Harapan tahun 2020 sebanyak 82 sampel. Hasil pemodelan klasifikasi dengan Algoritma Naïve Bayes menghasilkan besaran nilai precision untuk kelas positif 100%, untuk kelas negatif 77%, nilai recall untuk kelas positif 80%, untuk kelas negatif 100%, nilai f1-score untuk kelas positif 89%, untuk kelas negatif 87%, dan nilai akurasi 88%. Tujuan dilaksanakannya penelitian ini adalah untuk membantu Dinas Sosial mengklasifikasikan penerima Program Keluarga Harapan (PKH).   Kata kunci: Program Keluarga Harapan; Data Mining; Naïve Bayes  

Pelatihan Manajemen Keuangan Dalam Meningkatkan Daya Saing Serta Keberlanjutan Bisnis UMKM di Desa Burai

Purnamasari, Endah Dewi, Aziatul, Reny, Asharie, Asmawati
Abstract: Abstract: Burai Village in Ogan Ilir Regency, South Sumatra, has significant potential in the Micro, Small, and Medium Enterprises (MSMEs) sector, particularly in the creative industry, culinary arts, and handicrafts. However,… wever, MSMEs in this village face various challenges, especially in financial management, such as unstructured bookkeeping, low financial literacy, and limited access to formal capital. This community service program aims to enhance MSME actors’ understanding of the importance of sound financial management and the use of technology in managing their finances. The program was implemented in three stages: preparation (survey and material development), implementation (socialization and training), and evaluation to ensure participants' understanding and application of financial management practices. The training results showed a significant improvement in MSME actors' knowledge of financial recording, separation of personal and business finances, and the use of digital tools such as Sepran accounting apps and e-wallets. MSME actors also began preparing more structured financial reports to facilitate access to funding. This program successfully improved the competitiveness and sustainability of MSMEs in Burai Village. Keywords: financial management; UMKM; digital technology   Abstrak: Desa Burai di Kabupaten Ogan Ilir, Sumatera Selatan, memiliki potensi besar dalam sektor Usaha Mikro, Kecil, dan Menengah (UMKM), khususnya di industri kreatif, kuliner, dan kerajinan tangan. Namun, UMKM di desa ini menghadapi berbagai tantangan, terutama dalam pengelolaan keuangan, seperti pencatatan yang tidak terstruktur, rendahnya literasi keuangan, serta kesulitan dalam mengakses permodalan formal. Program pengabdian ini bertujuan untuk meningkatkan pemahaman pelaku UMKM tentang pentingnya manajemen keuangan yang baik dan pemanfaatan teknologi dalam pengelolaan keuangan mereka. Metode pengabdian dilaksanakan melalui tiga tahap, yaitu persiapan (survey dan penyusunan materi), pelaksanaan (sosialisasi dan pelatihan), serta evaluasi  untuk memastikan pemahaman dan implementasi pengelolaan keuangan oleh pelaku UMKM di Desa Burai Hasil pelatihan menunjukkan peningkatan signifikan dalam pemahaman pelaku UMKM mengenai pencatatan keuangan, pemisahan keuangan pribadi dan usaha, serta pemanfaatan teknologi digital, seperti aplikasi akuntansi sepran dan e-wallet. Pelaku UMKM juga mulai mempersiapkan laporan keuangan yang lebih terstruktur untuk mempermudah akses modal. Program ini berhasil meningkatkan daya saing dan keberlanjutan bisnis UMKM di Desa Burai. Kata kunci: manajemen keuangan; UMKM; teknologi digital

Workshop Penggunaan Learning Apps dan Word Wall sebagai Media Pembelajaran Anak Usia Dini Bagi Guru

Wulandari, Hayani, Nazhifah, Nauroh, Azizah, Hasna Ainnur, Sholihatunnisa, Rina Nur, Andriyani, Wina Windiyanti
Abstract: The application of interactive learning media to improve the learning experience for children can be through introducing technology to early childhood. A strategy for teachers to develop this understanding and ability is… that teachers can take part in training regarding digital learning media. Training regarding learning media was held at TK Yos Sudarso Purwakarta with the learning media used were Learning Apps and Wordwall. Methods uses in this training are Andragogy method with 3 stages, namely Planning, Implementation, and Evaluation. The results of this service ran smoothly, the learning media training participants were able to understand and complete the training activities well and succeeded in creating digital games using the Learning Apps and Word Wall platforms. Participants gave positive responses to the results of the training that had been carried out and hoped that the use of digital media could expand fun learning strategies in early childhood education.             Keywords: early childhood education; interactive learning media; digital technology

Training and Assistance in the Implementation of Interactive Learning Media and Utilization of Technology by Using the Wordwall Application

Fitrani, Laqma Dica, Al Hafidz, Mohammad, Muazaroh, Muazaroh, Iramani, Iramani, Karyawan, M Anang
Abstract: One of the impacts of the Covid-19 Pandemic is the change of learning process in elementary schools from offline learning to online learning. The results of the observations at Al-Khoiriyyah islamic elementary school show… w that partners still had difficulties in utilizing information technology facilities besides there was also a decrease in the enthusiasm of teachers and students in the learning process. The community service team offers solutions by providing training related to interactive learning media and the utilization of technology using the wordwall application. The wordwall application can attract the enthusiasm of teachers and students in the learning process by utilizing various features. This training was attended by 8 participants located at UHW Perbanas on June 24, 2022. The methods used were discussion, independent practice, and evaluation obtained from filling out the pre-test and post-test. The results of the training and mentoring show that 100% of the training participants are able to use wordwalls. The learning media using this wordwall had a significant effect and this was shown by the practical results of each participant who successfully completed the tasks given by the community service team which is 8 participants successfully made a quiz using the wordwall application.

Workshop Merancang Interior Rumah Tinggal Untuk Siswa/I SMKN 1 Mempura

Ravelino, Parlindungan, Arianti, Masda Ulfa, Indah, Isrina
Abstract: Abstract: Interior Design is a branch of art that discusses the inner side of a building. Interior design also intersects with architecture which is the global study of building design. Architecture majors have started to… o enter Vocational High Schools including at SMK Negeri 1 Mempura. Vocational School 1 Mempura has a Department of Building Modeling and Information Design which in its syllabus has building drawing learning. But in the discussion, there is no further knowledge about interior design. SMK Negeri 1 Mempura wants to develop students' knowledge about interior design or interior design properly. From this problem, Interior Design Educators at Lancang Kuning University who are community service partners from SMK Negeri 1 Mempura will add to their students' knowledge about interior design. So that through this program, Mempura 1 State Vocational School can develop interior design knowledge, which not only learns about room size but also about managing the atmosphere of space from designing ceilings, walls, floors, and furniture. The target to be achieved is for partners to understand the basics of Interior Design and its differences from Architecture and other Design Sciences. The outputs to be obtained are learning services for the community, service reports, drafts of teaching materials, and scientific articles in journals.             Keywords: interior design; furniture; workshop   Abstrak: Desain Interior adalah salah satu cabang ilmu seni rupa yang membahas tentang perancangan ruang dalam pada suatu bangunan. Desain interior juga beririsan dengan ilmu arsitektur yang merupakan ilmu perancangan bangunan secara global. Jurusan arsitektur sudah mulai masuk ke Sekolah Menengah Kejuruan termasuk di SMK Negeri 1 Mempura. SMK Negeri 1 Mempura memiliki jurusan Desain Permodelan dan Informasi Bangunan yang dalam silabusnya memiliki pembelajaran gambar bangunan. Tetapi dalam pembahasannya,belum ada pengetahuan lebih lanjut mengenai perancangan ruang dalam.SMK Negeri 1 Mempura ingin mengembangkan pengetahuan yang dimiliki peserta didik pada perancangan ruang dalam atau desain interior dengan benar. Dari permasalahan ini, Tenaga Pendidik Desain Interior Universitas Lancang Kuning yang merupakan mitra pengabdian masyarakat dari SMK Negeri 1 Mempura akan menambah pengetahuan siswa/i nya tentang merancang ruang dalam. Sehingga melalui program ini, SMK Negeri 1 Mempura dapat mengembangakan pengetahuan desain ruang dalam, yang tidak hanya mempelajari tentang ukuran ruangan, tapi juga pada pengolahan suasana ruang dari perancangan langit-langit, dinding, lantai dan furnitur. Target yang ingin dicapai adalah mitra paham tentang dasar-dasar Desain Interior serta perbedaannya dengan Arsitektur dan Ilmu Desain lainnya. Luaran yang ingin diperoleh adalah jasa pembelajaran untuk masyarakat, laporan pengabdian, draf bahan ajar dan artikel ilmiah di jurnal. Kata kunci: desain interior; furniture; workshop

Optimalisasi Pengelolaan Media Informasi Di Organisasi Pramuka Man 2 Banyumas

Andhita, Pundra Rengga, Suminar, Ratna, Vianka, Meyra Nanda
Abstract: Abstract: The Scout Movement is one of the major organizations in Indonesia. However, this greatness can fade if young people are not familiar with the scouting movement. This condition is currently being experienced by… the Ambalan Scout Organization of Sunan Kalijaga and Dewi Masitoh Madrasah Aliyah Negeri (MAN) 2 Banyumas. Although participation is mandatory, the number of those who remain in this organization is decreasing. The scouting movement is considered less popular than others. Based on this, the Ambalan Scouts Sunan Kalijaga and Dewi Masitoh Madrasah Aliyah Negeri (MAN) 2 Banyumas collaborated with the Communication Studies Program at University of Amikom Purwokerto to optimize the management of their information media (website, social media and wall magazines) through comprehensive training with the group achievement method. A mentoring method that emphasizes efforts to build group productivity by referring to input from group members and the achievement of output targets that were prepared jointly between the Ambalan Scouts Sunan Kalijaga and Dewi Masitoh Madrasah Aliyah Negeri (MAN) 2 Banyumas and the Communication Studies Program at the University of Amikom Purwokerto. The training, which was held on February 5, 2022, was a success with more than 39 participants. The final result of this activity shows that the participants' cognitive needs regarding media management have begun to be fulfilled, the ability of participants to develop media content and distribute it appropriately, and the formation of members' commitment to maintaining the continuity of media management has begun. However, to achieve even better results, this activity requires continuous training, particularly related to aspects of media technology and media visibility strategies. Keywords: Communication; Madrasah; Media; Organization; Scout             Abstrak: Gerakan pramuka merupakan salah satu organisasi besar di Indonesia. Namun kebesaran tersebut berpotensi pudar jika anak muda mulai tidak mengenal gerakan pramuka. Kondisi inilah yang dialami Organisasi Pramuka Ambalan Sunan Kalijaga dan Dewi Masitoh Madrasah Aliyah Negeri (MAN) 2 Banyumas. Meski keikutsertaannya bersifat wajib namun diisinyalir jumlah yang bertahan di organisasi ini semakin menurun. Gerakan pramuka dinilai kalah populer dibandingkan lainnya. Salah satu penyebabnya adalah belum optimalnya pengelolaan media informasi. Berdasarkan hal tersebut, Pramuka Ambalan Sunan Kalijaga dan Dewi Masitoh MAN 2 Banyumas menggandeng Program Studi Ilmu Komunikasi Universitas Amikom Purwokerto untuk melakukan optimalisasi pengelolaan media inofrmasinya (website, media sosial dan mading) melalui pelatihan komprehensif dengan metode group achievement. Sebuah metode pendampingan yang menekankan upaya membangun produktivitas kelompok dengan mengacu pada input dari anggota kelompok dan pencapaian target output yang disusun bersama antara mitra dan anggota kelompok. Pelatihan yang diadakan tanggal 5 Februari 2022 ini berjalan sukses dengan diikuti oleh lebih dari 39 peserta. Hasil akhir kegiatan ini memperlihatkan mulai terpenuhinya kebutuhan kognisi peserta mengenai pengelolaan media, terbentuknya kemampuan peserta dalam menyusun konten media serta mendistribusikannya dengan tepat, dan terbentuknya komitmen anggota untuk menjaga kontinuitas pengelolaan medianya. Kata Kunci: Komunikasi; Madrasah; Media; Organisasi; Pramuka

Sosialisasi Aplikasi Android M-Magazine Solusi Sarana Mading SMA Negeri 5 Padang Selama Daring

Novalia, Elfina, Voutama, Apriade
Abstract: Abstract: Due to the Covid-19 pandemic, the teaching-learning process for the distribution of information at SMA Negeri 5 Padang is carried out online which has an impact on the learning process and information is not optimal… timal and impressed. Basically, schools have a source of information which is usually called Mading School during online learning, the process of disseminating information is not optimally accepted by all students. The socialization was carried out by introducing and providing training on the M-Magazine application to students and school teachers which were carried out in a hybrid/semi-offline manner as a substitute for an Android-based school wall magazine. Service activities use the Waterfall model with several stages of activities systematically or sequentially in a hybrid manner, namely Semi online/offline with a series of activities, socializing the making of the M-Magazine application, training, and implementing the M-Magazine application directly to students and teachers. As a substitute for digital school bulletin boards and can be installed on Android Gadgets for every student and teacher so that the process of disseminating information can be carried out optimally without being hindered by place and time and can be used at any time.    Keywords: making school; online; m-magazine; mobile; android.   Abstrak: Akibat Pandemi Covid19 proses belajar-mengajar penyaluran informasi Sekolah SMA Negeri 5 Padang dilakukan secara daring yang berdampak proses pembelajaran dan informasi tidak maksimal serta terkesan. Pada dasarnya Sekolah memiliki sumber informasi yang biasa disebut Mading Sekolah selama pembejaran daring berlangsung proses penyebaran informasi tidak maksimal diterima seluruh siswa. Sosialisasi dilakukan dengan memperkenalkan dan memberikan pelatihan tentang aplikasi M-Magazine kepada siswa dan guru Sekolah yang dilakukan secara hibrid/semi luring sebagaipengganti mading Sekolah berbasis Android. Kegiatan Pengabdian menggunakan model Waterfall dengan beberapa tahapan kegiatan secara sistematis atau berurutan secara hibrid yaitu Semi daring/luring dengan rangkaian kegiatan, sosialisasi pembuatan aplikasi M-Magazine, Pelatihan dan penerapan Aplikasi M-Magazine langsung kepada siswa dan guru. Sebagai pengganti sarana mading sekolah secara digital dan dapat diinstalkan di Gadget Android setiap Siswa dan Guru sehingga proses tersebarnya informasi dapat dilakukan secara maksimal tanpa terhalang tempat dan waktu dan dapat digunakan kapan saja. Kata kunci: mading sekolah; daring; m-magazine; mobile; android.

UTILIZATION OF RADIO FREQUENCY IDENTIFICATION FOR AIR CONDITIONING MONITORING SYSTEM

Sunardi, Sunardi, Harahap, Nurmahendra, Amril, Muhammad, Muharry, Habib
Abstract: Abstract: Comfortable room conditions are one of the factors that can affect the success of a job and the learning process. to keep the room comfortable, the temperature in the room must be cool. Maintaining the health of… f an Air Conditioner (AC) is needed for the coolness of a room. Many air conditioners in the office and educational environment make air conditioning health checks quite time and effort-consuming. To save time and effort in checking the health condition of air conditioners, then designed a device that can check the health of air conditioners by utilizing UHF RFID to identify each air conditioner. This device is divided into 2 parts, the first is an AC condition sending device that detects room temperature and current in the AC. Second, the receiver of the AC condition functions to find out the AC condition and sends the AC condition to mobile device. This experiment was carried out on 3 AC units. Each air conditioner is in a different room with a type of dividing wall made of glass and gypsum. The test results of this device are in a room with a length of 10 meters, the device can detect AC conditions. The air conditioner is in a different room with glass and gypsum walls, the device can still read the condition of the air conditioner.             Keywords: AC condition detection; Air Conditioner Health; UHF RFID,                                         Abstrak: Kondisi ruangan yang nyaman merupakan salah satu faktor yang dapat mempengaruhi keberhasilan suatu pekerjaan dan proses pembelajaran. Untuk membuat ruangan tetap nyaman, suhu di dalamnya harus sejuk. Menjaga kesehatan Air Conditioner (AC) sangat dibutuhkan untuk kesejukan sebuah ruangan. Banyaknya AC di lingkungan kantor dan pendidikan membuat pemeriksaan kesehatan AC cukup banyak memakan waktu dan tenaga. Untuk menghemat waktu dan tenaga dalam melakukan pemeriksaan kondisi kesehatan AC, maka dirancang sebuah alat yang dapat melakukan pemeriksaan kesehatan AC dengan memanfaatkan UHF RFID untuk mengidentifikasi masing-masing AC. Alat ini terbagi menjadi 2 bagian, yang pertama adalah alat pengirim kondisi AC yang mendeteksi suhu ruangan dan arus dalam AC. Kedua, penerima kondisi AC yang berfungsi untuk mengetahui kondisi AC dan mengirimkan kondisi AC tersebut ke perangkat seluler admin. Percobaan ini dilakukan pada 3 buah AC. Setiap AC berada di ruangan yang berbeda dengan tipe dinding pemisah yang terbuat dari kaca dan gipsum. Hasil pengujian perangkat ini berada di dalam ruangan dengan panjang 10 meter, perangkat dapat mendeteksi kondisi AC. Pada AC yang berada di ruangan yang berbeda dengan kaca dan dinding gipsum, perangkat tetap dapat membaca kondisi AC tersebut.   Kata kunci: deteksi kondisi AC; Kesehatan Air Conditioner; UHF RFID

IMPLEMENTASI FIREWALL PADA DATA LINK LAYER MENGGUNAKAN ARSITEKTUR SOFTWARE DEFINED NETWORK

Saputra, Herman, Dalimunthe, Ruri Ashari
Abstract: Abstract:  Software Defined Network has recently become a new architecture in computer network systems that offer convenience with a centralized control system. The Software Defined Network Architecture will separate the… e control plane and the data plane. Where the control plane will be placed on the controller that is stored and provides all the needs that exist in the network system. In Software Define Network, it still needs a lot of research, especially security, because it is the most important part in the network. One solution that can be used as security is a firewall. With the firewall, every data traffic will be monitored and also determine the entry and exit of data. In this research, a firewall will be implemented at the data link layer which will use a tree topology in the software define network and POX as the controller. The results of this study produce a firewall program with the python programming language which is placed on the POX controller. The code modification has successfully blocked, controlled, and monitored each packet based on the rules on the firewall.             Keywords: data link; firewall; pox controller; software defined network     Abstrak: Software Defined Network belakangan ini menjadi satu arsitektur baru pada sistem jaringan komputer yang menawarkan satu kemudahan dengan sistem kontrol terpusat. Pada arsitektur Software Defined Network akan memisahkan control plane dan data plane. Dimana control plane akan ditempatkan  pada controller yang bertugas mengatur serta menyediakan segala keperluan yang ada pada sistem jaringan. Pada Software Define Network masih perlu dilakukannya banyak riset khususnya bidang keamanan, karena keamanan merupakan bagian terpenting dalam jaringan. Salah satu solusi yang dapat digunakan sebagai keamanan adalah firewall. Dengan adanya firewall maka setiap lalu lintas data akan dapat dimonitoring dan juga menentukan keluar masuknya suatu data. Pada penelitian ini akan diimplementasikan firewall pada data link layer yang akan menggunakan topologi tree pada software defined network dan POX sebagai Controllernya.  Hasil pada penelitian ini menghasilkan satu program firewall dengan bahasa pemrograman python yang ditempatkan pada pox controller. Modifikasi kode telah berhasil untuk memblokir, mengontrol dan memonitoring setiap paket berdasarkan rule pada firewall.   Kata kunci: data link; firewall; pox controller; software defined network  

MANAGEMENT HOTSPOT DENGAN LOAD BALANCE 3 ISP MENGGUNAKAN MIKROTIK RB1100AHX4 UNTUK MENSTABILKAN KONEKSI INTERNET

Marpaung, Hari Jalsa
Abstract: Abstract: An advancement in communication technology currently has an influence on developments in data management in the joints of life, making the need for a media center very important. The obstacle that always occurs… is the very weak internet resources in rural areas. The term network (network) is used when there are at least two or more devices that are connected to each other in the Mikrotik hotspot internet network system. From this, several ISPs are needed as a loadbalance method with a mangel firewall, this PCC loadbalance technique is very well tested in merging multiple ISPs.   Keywords: Accpoint; firewall; Mikrotik; Modem     Abstrak: Suatu Kemajuan teknologi komunikasi saat ini memiliki pengaruh terhadap perkembangan didalam pengelolaan data didalam sendi kehidupan, membuat kebutuhan akan media center menjadi sesuatu yang sangat penting. Kendala yang selalu terjadi adalah sangat lemahnya sumber internet yang ada di pedesaan. Istilah jaringan (network) dipakai apabila terdapat minimal dua atau lebih perangkat yang terhubungkan satu dengan yang lainnya dalam sistem jaringan internet hotspot mikrotik, Dari hal ini di butuhkan beberapa ISP sebagai salah satu metode loadbalance dengan firewall mangel, teknik load balance PCC ini sangat teruji sekali dalam penggabungan beberapa ISP.   Kata kunci: Accpoint; firewall; Mikrotik; Modem