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Comparison Analysis of K-Nearest Neighbor and Naïve Bayes in Determining Talent of Adolescence Yessi Jusman; Widdya Rahmalina; Juni Zarman
International Journal of Artificial Intelligence Research Vol 4, No 1 (2020): June
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (303.209 KB) | DOI: 10.29099/ijair.v4i1.118

Abstract

Adolescence always searches for the identity to shape the personality character. This paper aims to use the artificial intelligent analysis to determine the talent of the adolescence. This study uses a sample of children aged 10-18 years with testing data consisting of 100 respondents. The algorithm used for analysis is the K-Nearest Neigbor and Naive Bayes algorithm. The analysis results are performance of accuracy results of both algorithms of classification. In knowing the accurate algorithm in determining children's interests and talents, it can be seen from the accuracy of the data with the confusion matrix using the RapidMiner software for training data, testing data, and combined training and testing data. This study concludes that the K-Nearest Neighbor algorithm is better than Naive Bayes in terms of classification accuracy.
PENGEMBANGAN UMKM WEDANG UWUH “MBAK DUK” DI DESA MANGUNAN, BANTUL, YOGYAKARTA Yessi Jusman; M.Thariq Assary; Henny febriani; Dea Anisya; M. Alfadha Tumahadi
Jurnal Pengabdian Masyarakat Multidisiplin Vol 5 No 3 (2022): Juni
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/jpm.v5i3.2494

Abstract

Wedang uwuh was officially registered in the intangible cultural heritage in 2017. Wedang uwuh "mbak duk" efforts must be made to improve the quality of production and more modern marketing methods. This research was conducted using FGD and Mentoring/Coaching methods. The results of the research were the creation of a mini studio which was used for product photos, packaging changes and the giving of the wedang uwuh "mbak duk" logo on the packaging as product branding and the creation of an online media platform used for marketing activities. This activity is carried out periodically to foster and assist MSME partners to successfully use and utilize social media and market places to develop MSME product sales.
PENDAMPINGAN DAN PEMANFAATAN MEDIA MARKETPLACE DAN PEMBUKUAN KEUANGAN SECARA ONLINE Yessi Jusman; Farhan Eris Prianto; Faris Fauzan Bachtiar; Iffa Maisun Putri; Putri Thelima
Jurnal Pengabdian Masyarakat Multidisiplin Vol 6 No 1 (2022): Oktober
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/jpm.v6i1.2553

Abstract

Salah satu daerah di Yogyakarta yang terletak di daerah Imogiri, terdapat sebuah minuman unik dan menyehatkan, yakni Wedang Uwuh. Wedang adalah kata dalam bahasa Jawa yang berarti minuman, sedangkan uwuh berarti sampah. Minuman ini dinamakan demikian karena bahan-bahan yang berupa dedaunan mirip dengan sampah. Warung Maremi memiliki potensi untuk berkembang yaitu pembelian produknya sudah mencapai luar pulau meskipun hanya melalui orang ke orang. Sehingga permasalahan dari unit Wedang Uwuh Maremi ini ada di bagian pemasaran dari produknya karena pemilik mitra ini hanya memiliki whatsapp dan belum memiliki e-commerce lain. Seperti yang kita semua ketahui, virus Covid-19 membuat kita terbatas untuk melakukan apapun. Adanya pandemi berdampak buruk bagi semua aspek yang ada di negara ini bahkan seluruh dunia ini. Salah satu aspek yang sangat berdampak karena wabah ini adalah aspek ekonomi. Virus Covid-19 membuat pemerintah harus mengeluarkan peraturan Pembatasan Sosial Skala Besar, dimana orang-orang yang tidak punya kepentingan dilarang keras untuk keluar rumah, dan jika ada kepentingan mendesak masyarakatpun harus mematuhi peraturan protokol yang ada dengan menggunakan masker dan saling menjaga jarak. , para pemilik UMKM harus memutar otak dan mencari cara agar produk mereka tetap mendapatkan perhatian dan minat dari konsumen. Sehingga pola pemasaran pun berubah terlebih ketika diberlakukan social distancing dan Pembatasan Sosial Skala Besar.
OPTIMALISASI UMKM MADU LIAR DI DESA MANGUNAN, DLINGO, BANTUL DIY Yessi Jusman; Renda Sukma Tamara; Nurul Kurnia Sukmawati; Pinkan Adhisa Nurulia; Gigih Ashabul Kahfi
Jurnal Pengabdian Masyarakat Multidisiplin Vol 5 No 2 (2022): Februari
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/jpm.v5i2.2653

Abstract

The University of Muhammadiyah Yogyakarta Real Work Lecture (KKN) activity during this pandemic used a new scheme, based on Information Technology, because it was still facing the Covid-19 pandemic situation. Implementation of real work lectures based on Information Technology (IT), the 019 KKN IT UMY group chose the Micro, Small and Medium Enterprises (UMKM) of Pak Sulaiman's Original Honey in Mangunan Village as partners in implementing the work program compiled by the 019 KKN IT UMY group. The target of the Real Work Lecture service activity in Mangunan Village, Dlingo District, Bantul Regency. This activity is related to partner, Wild Bee Honey UMKM, in Mangunan Village. With the main target of this KKN activity is to develop the Wild Bee Honey UMKM to be more developed in the process of production, presentation, and product marketing.
PENGOLAHAN DAN PENGEMBANGAN PRODUK DARI LIMBAH BUAH DAN BIJI SALAK DI DUSUN KEDUNG SARI DESA MRANGGEN MAGELANG Yessi Jusman; Ahmad Zaki; wikan tyassari; Ninda Rizqi Safitri
Jurnal Pengabdian Masyarakat Multidisiplin Vol 6 No 3 (2023): Juni
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/jpm.v6i3.3107

Abstract

The Kedungsari area, Mranggen, is one of the salak producers in the Magelang area. With so much production of salak fruit, a lot of waste of salak fruit and seeds is thrown away. Utilization of waste requires processing of these wastes into other products that have economic value. The service carried out has the aim of providing education to partners (Kedungsari residents) so that the salak waste can be processed into useful products for the community. At least 30 people participated in this activity, and the majority of the residents who attended were members of the Kedungsari Family Welfare Development (PKK). To expedite activities and assist the PKK in Srumbung, Mranggen was also provided with a zalacca seed grinding tool for smooth competency development and also a means of generating income for households and the community in Mranggen. Figure 2 shows a graph of the satisfaction level of residents/socialization participants. The activities carried out were training in making zalacca flesh into food products and zalacca seeds into coffee. To help make it easier for partners to process zalacca seeds, a seed grinding unit was given to partners to support villagers in processing zalacca seeds. At the implementation stage, the activities were carried out in 2 forms of training, namely training on processing zalacca fruit into food products and training on processing zalacca seeds for coffee. At least 30 people participated in this activity, with very satisfactory survey results
IMPLEMENTATION OF AUTOMATIC PLANT SPRINKLERS USING SOIL MOISTURE SENSORS Yessi Jusman; Slamet Suripto; Naufal Hadiansyah; Masayu Alya Nur'aini; Wikan Tyassari
Jurnal Pengabdian Masyarakat Multidisiplin Vol 7 No 2 (2024): Februari
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/jpm.v7i2.3918

Abstract

Automatic plant sprinklers aim to replace manual work into automatic, as for the benefits obtained from this tool is that it can facilitate human work in watering onion plants. This tool uses a soil moisture sensor that functions as a soil moisture detector and sends commands to Arduino uno to turn on the relay so that the pump can turn on and splash water according to soil needs automatically. The design of this tool utilizes the nature of water, which is to fill empty space, and is always flat, this automatic plant sprinkler uses a water reservoir before water is splashed on the ground. Output holes applied to water reservoirs of the same height and diameter allow watering of the soil evenly. The results of the automatic plant sprinkler design test obtained after three tests, have a difference in the amount of water released from water hole one and water hole two, which ranges from 0-7%, which means it is still within the tolerance limit for onion plants, onion plants need soil moisture between 70-80%, which means it has a moisture tolerance between 10%.
INVESTIGASI ELEMEN PADA SEL SERVIKS NORMAL DENGAN MENGGUNAKAN SPECTRUM DARI MIKROSKOP ELEKTRON Ratih Ayuningtiyas; Deinike Wanita Marwan; Yessi Jusman
Collaborative Medical Journal Vol 1 No 3 (2018): September
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (83.295 KB)

Abstract

Jumlah penderita kanker serviks di negara berkembang adalah sangat besar. Berbagai usaha dilakukan untuk mengurangi angka kematian akibat penyakit kanker ini. Penelitian ini bertujuan menginvestigasi elemen pada sel serviks normal dengan menggunakan spektrum dari mikroskop elektron. Metode yang digunakan adalah eksperimen untuk pengujian sel sampel dengan mikroskop elektron. Sampel sel serviks yang digunakan diperoleh dengan bantuan teknisi patologi di Hospital University of Malaya. Sebelum pengujian dengan mikroskop eletron, tentunya persiapan sampel sangat diperlukan. Setelah persiapan sampel dilakukan, sampel yang sudah siap digunakan untuk melihat keberadaan elemen yang terkandung dalam sel serviks dengan menggunakan mikroskop elektron. Analisis statistik digunakan untuk melihat kandungan elemen tersebut pada sel serviks manusia. Hasil dari penelitian kami ini adalah beberapa elemen seperti Karbon, Oksigen, Nitrogen, Natrium, dan lain-lain terdeteksi dengan jelas dengan kandungan persentasi berat yang diperoleh dari software mikroskop elektron. Sehingga, penelitian ini dapat disimpulkan berhasil mendeteksi elemen pada sel serviks manusia dengan jelas.
IDENTIFIKASI KARAKTERISTIK SEL PRE-KANKER SERVIK DARI CITRA MIKROSKOP ELEKTRON Juhesni Juhesni; Ratih Ayuningtiyas; Yessi Jusman
Collaborative Medical Journal Vol 2 No 1 (2019): Januari
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (45.947 KB)

Abstract

Kanker rahim adalah penyakit yang banyak menyebabkan kematian wanita di dunia. Risiko wanita terkena penyakit kanker rahim meningkat ketika wanita tersebut mencapai usia 30 tahun. Setelah dijalani dan diinvestigasi, teknik screening memiliki kelemahan dan keterbatasan dari segi persiapan sampel yang tidak memuaskan sehingga berefek kepada ketelitian hasil screening. Di sisi lain, karakteristik yang membedakan antara sel normal dan abnormal memainkan peranan yang penting dalam meningkatkan kualitas data yang akan didiagnosis oleh patologi. Dengan menggunakan Field Emission Scanning Electron Microscopy (FE-SEM), citra sel serviks yang dilihat di bawah FE-SEM telah digunakan untuk mendiagnosis keabnormalannya. Namun, identifikasi lebih lanjut untuk melihat karakteristik sel serviks citra FE-SEM belum dilakukan. Sehingga, pada penelitian ini difokuskan untuk identifikasi karakteristik sel pre-kanker serviks dengan metode metanol dan mikroskop elektron.
Co-Authors Adi Nugroho Agus Jamal Agus Jamal Ahmad Zaki Ahmad Zaki Amin Musthofa Anna Nur Nazilah Chamim Anna Nur Nazilah Chamim Anna Nur Nazilah Chamim Anshori, Rohman Try Aqmariah Mohd Kanafiah, Siti Nurul Ardiyanto, Yudhi Arisman Adnan Aroffi, Muhammad Rusydi Al Ayuningtiyas, Ratih Azhari Setiawan Berli Paripurna Kamiel Candra Dwi Sukardi Cheok Ng, Siew Dea Anisya Dedy Prasetiyo Didik Aribowo Dimas Bangkit Wijayanto Faaris Mujaahid, Faaris Farah Ramadhani Fardhan Arkan Farhan Eris Prianto Faris Fauzan Bachtiar Faruliyan Arya Ferisnanda Gigih Ashabul Kahfi Hanafi, Mhd. Hardiyanto, Tio Hasibi, Rahmat Adiprasetya Al Hasikin, Khairunnisa Hendra Setiawan Henny febriani Iffa Maisun Putri Izmi, Rizkinanda Muhammad Jamaaluddin Jeckson Jeckson Juhesni Juhesni Juni Zarman Karisma Trinanda Putra Karisma Trinanda Putra, Karisma Trinanda Khairunnisa Hasikin Kharisma Fajar Sidik Kunnu Purwanto Lestari, Sri Indah Loniza, Erika M. Alfadha Tumahadi M.Thariq Assary Marwan, Deinike Wanita Masayu Alya Nur'aini Masfiyah, Nisfi Nurlailatul Muhammad Ahdan Fawwaz Nurkholid Mustar, Muhamad Yusvin Nanang Kurniawan Naufal Hadiansyah Ninda Rizqi Safitri Nor Ashidi Mat Isa Nugraha, Vendy Dwi Hendra Nurul Kurnia Sukmawati Pinkan Adhisa Nurulia Purnomo, Halim Purwanto, Kunnu Putri Thelima Rahmat Adiprasetya Al Hasibi Rahmat Adiprasetya Al Hasibi Ramadoni Syahputra Ratih Ayuningtiyas Renda Sukma Tamara Salamun Salamun Sanupal, Sanupal Sartika Puspita Satriawan, Bunsa Jondan Siew Cheok Ng Siva Aprilia Slamet Suripto Surahmat, Indar Suripto, Slamet Syahrul Gunawan Teguh Iman Prasetyo Teguh Iman Prasetyo Valzon, May Wicaksono, Wahyu Nugroho Widdya Rahmalina Widdya Rahmalina Widyasmoro, Widyasmoro wikan tyassari Wita Yulianti Wiyagi, Rama Okta Yudhi Ardiyanto Zakaria, Zulkarnay Zul Indra Zul Indra