Claim Missing Document
Check
Articles

Found 8 Documents
Search

Perbandingan Algoritma Naive Bayes dan Support Vector Machine dalam Mengklasifikasikan Media Sosial untuk Mengamati Trend Fashion Anjani, Anjani; Elmayati, Elmayati; Sari, Dwi Puspita
JUSIM (Jurnal Sistem Informasi Musirawas) Vol 8 No 2 (2023): JUSIM (Jurnal Sistem Informasi Musirawas) DESEMBER
Publisher : LPPM UNIVERSITAS BINA INSAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32767/jusim.v8i2.2221

Abstract

Pada Usaha Mikro Kecil Menengah atau yang biasa dikenal UMKM melakukan kesalahan dalam melakukan stategi bisnisnya salah satunya di bidang fashion. Karena kelirunya dalam menyaring dan memilih platform media sosial yang tepat maupun dalam mengamati platform media sosial yang menjadi sasaran konsumen sehingga menjadi isu yang perlu diselesaikan. Universitas Bina Insan menjadi target utama dalam penelitian ini dimana peneliti mengangkat kaum milenial dan Gen Z sebagai alat pencarian informasi trend mode berbusana. Penelitian ini menggunakan dataset yang diperoleh dengan cara survei kuesioner tentang aplikasi media sosial. Adapun objek penelitian diteliti untuk media sosial adalah Instagram, Facebook, YouTube, Twitter, dan Tiktok, yang akan diukur oleh responden yaitu pengukuran penilaian skala likert. Penelitian ini mencari tingkat perbandingan metode Naive Bayes dan Support Vector Machine dengan hasil pengujian Confusion Matrik yang akan diolah menggunakan bahasa pemograman phyton. Metode Analisa yang digunakan dalam penelitian ini adalah Metode Cross Industry Standard Process for Data Mining (CRISP-DM). Kemudian teknik pembagian data yang digunakan adalah percentage split dengan 80%:20%. Di katagorikan untuk label/class “ya” ccluster positif dan “tidak untuk cluster negatif. Hasil penelitian ini mendapatkan persentase tertinggi yaitu mengikuti trend/ya sebesar 64,6% sedangkan yang tidak mengikuti trend sebesar 35,4% Receiver Operating Charateristics Curve (ROC) pada Support Vector Machine memiliki keakuratan yang sama dengan model Naïve Bayes, pada diagonal garis True Positive Rate mendapatkan nilai yang tinggi yaitu 1 .Kemudian untuk Area Under the Curve (AUC) memiliki nilai area kosong yang luas yang artinya pemodelan dihasilkan memiliki tingkat yang baik dalam pengujian Confusion matrik.
Analysis of User Satisfaction Level Of E-Pkh Application Using End User Computing Satisfaction (EUCS) Method anjani, anjani; arin, Pebrinda Andriani; rosa, Rosa Audya; Yogi Kelpin; Kiki Ardila; susanto; bunga intan
Adpebi Science Series 2022: 1st AICMEST 2022
Publisher : ADPEBI

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Abstract The role of information systems for the government has become an important part, including the Lubuklinggau City Social Service, which has used information technology, one of which is the E-PKH application. So far, the E-PKH application is a digital breakthrough made by the Ministry of Social Affairs based on big data. The E-PKH application is an application that has been issued by the ministry of the republic of Indonesia, this application aims to assist the companion of the family of hope program in updating the data of the beneficiary family (KPM) of the family of hope program. after research, it turns out that the information system on the level of user satisfaction of the E-PKH application at the social service of the city of Lubuklinggau, has not yet attempted an analysis to determine the level of user satisfaction, whether the application is satisfied to be used in operating it. The method and user computing satisfaction (EUCS) is useful in measuring a level of user satisfaction in operating a website or application. The EUCS method can be used to assess and evaluate the use of the website or application based on the experience of the user in operating the website and application. likert. it can be concluded that the results of data processing indicate the level of satisfaction of users of the E-PKH application at the Lubuklinggau City Social Service has reached a valid level. E-PKH application users at the Lubuklinggau City Social Service have an effect on user satisfaction of the E-PKH application, this can be seen in each variable that gets a valid value. Keywords: End User Computing Satisfaction, satisfaction
PENGARUH KUALITAS PELAYANAN SAMSAT KELILING TERHADAP KEPUASAN MASYARAKAT DI KABUPATEN TABALONG Anjani, Anjani; Dharma, Agus Surya; Raudah, Siti
Al Iidara Balad Vol. 6 No. 1 (2024): Al Iidara Balad
Publisher : PPPM STIA Amuntai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36658/aliidarabalad.6.1.278

Abstract

Pelayanan Samsat Keliling yang tidak menyediakan pelayanan pembayaran pajak 5 tahunan dan hanya menyediakan layanan pembayaran pajak 1 tahunan. Selain hanya menyediakan satu layanan, Samsat Keliling juga bisa terkendala dalam masalah jaringan sehingga hal tersebut membuat pelayanan sedikit lambat. Penelitian ini bertujuan untuk mengetahui pengaruh kualitas pelayanan Samsat Keliling terhadap kepuasan masyarakat di Kabupaten Tabalong dan seberapa signifikan pengaruh antara kualitas pelayanan Samsat Keliling terhadap kepuasan masyarakat di Kabupaten Tabalong. Penelitian ini menggunakan metode deskriptif dengan pendekatan kuantitatif. Teknik pengumpulan data yang digunakan adalah observasi, kuesioner/angket, dan dokumentasi. Jumlah populasi dalam penelitian ini adalah 2569 wajib pajak, adapun teknik pengambilan sampel adalah sampling incidental menggunakan rumus slovin menghasilkan 96 responden. Adapun teknik analisis data yang digunakan adalah teknik analisis regresi sederhana dan dan teknik koefisien determinasi dengan bantuan aplikasi softwar SPSS versi 27. Hasil dari penelitian menunjukkan bahwa kualitas pelayanan samsat keliling memiliki pengaruh cukup signifikan terhadap kepuasan masyarakat. Berdasarkan hasil analisis data, nilai r (0,567) juga dapat diperoleh nilai r2 (0,5672) = 0,321 dengan signifikasi 0,00 yang membuktikan terdapat hubungan yang cukup signifikan antara kualitas pelayanan samsat keliling terhadap kepuasan masyarakat di Kabupaten Tabalong sebesar 32% sedangkan 68% dipengaruhi oleh variabel lain yang tidak peneliti teliti.
HUBUNGAN EFIKASI DIRI DAN DUKUNGAN KELUARGA DENGAN KEPATUHAN MINUM OBAT PADA PASIEN TUBERCULOSIS PARU DI WILAYAH KERJA PUSKESMAS BANDAR KHALIPAH KABUPATEN DELI SERDANG Anjani, Anjani; Daniel Hasibuan, Muhammad Taufik
Indonesian Trust Health Journal Vol 7 No 2 (2024): Indonesian Trust Health Journal
Publisher : Universitas Murni Teguh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37104/ithj.v7i2.303

Abstract

Tuberculosis is an infectious disease caused by Mycobacterium tuberculosis. Compliance is a behavior that shows patients in taking medication correctly according to the dose, frequency, and time. Non-compliance is not only interpreted as not taking medication, but can vomit medication or consume medication with the wrong dose which causes Multi Drug Resistance (MDR). The purpose of this study was to determine the relationship between self-efficacy and family support with medication adherence in Pulmonary Tuberculosis patients in the Bandar Khalipah Health Center Work Area, Deli Serdang Regency. This type of research is correlational using a quantitative approach method with a cross-sectional design. Sampling was carried out using the Non-probability sampling technique, namely purposive sampling where the sample was determined by the Slovin formula so that the number of samples was 69 respondents. The instruments used were self-efficacy questionnaire sheets, family support and medication adherence which were analyzed using the Spearman Correlation Test (ρ <0.05). The results of the analysis showed that there was a relationship between self-efficacy and medication adherence (ρ = 0.005) and there was a relationship between family support and medication adherence (ρ = 0.000). Self-efficacy and family support need to be done to improve medication adherence in Pulmonary Tuberculosis patients. Abstrak Tuberkulosis merupakan penyakit menular yang penyebabnya kuman Mycobacterium tuberculosis. Kepatuhan adalah suatu perilaku yang menunjukkan pasien dalam menelan obat secara benar sesuai dosis, frekuensi, dan waktunya. Tidak patuh, tidak hanya diartikan sebagai tidak minum obat, namun bisa memuntahkan obat atau mengkonsumsi obat dengan dosis yang salah sehingga menimbulkan Multi Drug Resistance (MDR). Tujuan penelitian untuk mengetahui hubungan efikasi diri dan dukungan keluarga dengan kepatuhan minum obat pada pasien Tuberculosis Paru di Wilayah Kerja Puskesmas Bandar Khalipah Kabupaten Deli Serdang. Jenis penelitian ini adalah korelasional yang menggunakan metode pendekatan kuantitatif dengan desain cross sectional. Pengambilan sampel dilakukan dengan teknik Non-probability sampling yaitu purposive sampling yang dimana sampel yang ditentukan dengan rumus Slovin sehingga didapatkan jumlah sampel sebanyak 69 responden. Instrumen yang digunakan berupa lembar kuesioner efikasi diri, dukungan keluarga dan kepatuhan minum obat yang dianalisis dengan Uji Korelasi Spearman (ρ < 0,05). Hasil analisis menunjukkan ada hubungan antara efikasi diri dengan kepatuhan minum obat (ρ = 0,005) dan ada hubungan antara dukungan keluarga dengan kepatuhan minum obat (ρ = 0,000). Efikasi diri dan dukungan keluarga perlu dilakukan untuk meningkatkan kepatuhan minum obat pada pasien Tuberkulosis Paru.
The Community is Participating in The Independent Neighborhood Program for Economic Improvement in Banjarbaru City Anjani, Anjani; Purboningsih, Dewi; Tjhia, Adellya Novelyn; Herawati, Lilis; Qosid, Nas
JPAP: Jurnal Penelitian Administrasi Publik Vol. 10 No. 1 (2024): JPAP (Jurnal Penelitian Administrasi Publik)
Publisher : Universitas 17 Agustus 1945 Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30996/jpap.v10i1.10851

Abstract

Improving the community's economy is an achievement and one of the government's successful efforts in implementing development. Neighborhood associations have a role in enhancing the community's economy, so the role of Neighborhood Associations is vital in regional development. Communities are empowered because community members work together to improve development through their participation. Therefore, the Banjarbaru City Government, through the independent neighborhood program, provides space for the community to participate in economic empowerment. The policy is contained in the Banjarbaru City Regional Government's Medium-Term Development Plan 2021-2026. One of the objectives of the Independent Neighborhood Program is to build micro, small, and medium enterprises at the neighborhood level to grow Banjarbaru's micro, small, and medium enterprises. Funding assistance in the Independent Neighborhood program amounted to seventy-five million rupiah (Rp. 75,000,000) for each neighborhood association. This policy has been running since 2022 by providing business capital funding assistance to citizens of Banjarbaru City with a selection system for each sub-district to get a quota of three POKMAS (community groups). The research conducted used a qualitative approach. The research location was in Banjarbaru City. The data was collected through structured interviews, observations, and document studies published by the Banjarbaru City government. The conclusion is that the independent neighborhood program is one of the efforts of the Banjarbaru city government to mobilize and empower the community's economy through development activities. The program's goal is to improve the welfare of community groups and make the community more independent in their economy and able to contribute to development activities in their area. Community participation in this program is essential; most community groups are still at the implementation stage and can not be used for development activities. The program's success is that all stakeholders actively participate in the independent neighborhood program
Penguatan kapasitas publik terhadap stunting di Kelurahan Antasan Kecil Timur Kota Banjarmasin Syafari, Muhammad Riduansyah; Ridwan, M. Nur Iman; Sugiannor, Sugiannor; Anjani, Anjani
SERIBU SUNGAI: Jurnal Penelitian dan Pengabdian Kepada Masyarakat Vol. 1 No. 1 (2023): July
Publisher : Master Program of Natural Science Education, Universitas Lambung Mangkurat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/seru.v1i1.197

Abstract

Stunting merupakan kondisi kronis yang menggambarkan terhambatnya pertumbuhan karena malnutrisi jangka panjang, ditunjukkan dengan indeks Tinggi Badan menurut Umur (TB/U) dengan ambang batas (Z-score) kurang dari 2 Standar Deviasi (SD) dari data Kemenkes tahun 2011. Stunting sendiri merupakan salah satu permasalahan gizi yang menjadi perhatian utama dunia termasuk di Indonesia. Kaliamantan Selatan masih dalam kondisi rawan tentang stanting dimana masih berada pada level 24 % angka stanting yang ditemukan, Kota Banjarmasin dengan 5 kecamatan dan bebrapa kecamatan masih ditemukan anak yang styanting.Dengan kondisi yang terjadi sekarang ini, masyarakat masyarakat kota kota banjarmasin khususnya kelurahan antasan kecil timur masih belum sepenuhnya memamhami dan mengetahui tentang bahaya stanting. Hal ini terjadi karena masyarakat belum banyak menerima informasi. Program Dosen Wajib Mengabdi (PDWA) merupakan program kemitraan masyarakat yaitu antara Perguruan Tinggi dengan kelompok pemberdayaan masyarakat. Program ini tidak saja menawarkan pemecahan masalah (Problem Solving) mengenai penguatan kelembagaan namun mengetahui strategi pemasaran dalam penjualan hasil pengolahan hasil perikanannya. Dengan demikian program ini memiliki nilai komprehensif, bermakna, tuntas dan dapat berkelanjutan (Sustainable). Adanya dorongan masyarakat serta dari pemerintah sekitar mendorong untuk adanya kegiatan penguatan dan pengetahuan tentang stanting, program pengabdian masyarakat ini disusun dan akan dilaksanakan untuk menjembatani khalayak sasaran Masyarakat Antasan Kecil Timur untuk mendapatkan pengetahuan dan informasi yang lengkap sehingga masyarakat bisa mencegah sedini mungkin tentang stanting pada anak-anak mereka dan membantu pemerintah dalam penurunan angka stanting.Abstract. Stunting is a chronic condition that describes stunted growth due to long-term malnutrition, indicated by the height-for-age index (TB/U) with a threshold (Z-score) of less than 2 Standard Deviation (SD) in 2011 Ministry of Health data. Stunting itself is one of the nutritional problems that is of major concern to the world, including in Indonesia. South Kalimantan is still in a vulnerable condition regarding stunting where it is still at the level of 24% of the stunting rate found, Banjarmasin City with 5 sub-districts and several sub-districts are still found to have stunted children. With the current conditions, the people of the city of Banjarmasin, especially the Antasan Kecil Timur still doesn't fully understand and know about the dangers of stunting. This happens because the community has not received much information. The Compulsory Serving Lecturer Program (PDWA) is a community partnership program between universities and community empowerment groups. This program does not only offer problem solving regarding institutional strengthening but knows the marketing strategy in selling the processing of fishery products. Thus this program has a comprehensive, meaningful, complete and sustainable value. There is encouragement from the community as well as from the surrounding government to encourage strengthening activities and knowledge about stunting, This community service program is structured and will be implemented to bridge the target audience of the Antasan Kecil Timur Community to obtain complete knowledge and information so that the community can prevent stunting in their children as early as possible and assist the government in reducing stunting rates.. Keyword: Stunting; Posyandu; Partnership
IMPLEMENTASI SISTEM KEUANGAN DESA (SISKEUDES) DALAM MENINGKATKAN AKUNTABILITAS DESA PARIGI KECAMATAN CIKANDE Lestari, Nida Silvia; Anjani, Anjani; Dentapraja, Dentapraja
Ensiklopedia of Journal Vol 7, No 4 (2025): Vol. 7 No. 4 Edisi 1 Juli 2025
Publisher : Lembaga Penelitian dan Penerbitan Hasil Penelitian Ensiklopedia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33559/eoj.v7i4.3117

Abstract

Village financial management is one of the key indicators of accountability in village governance. The Village Financial System (Siskeudes), developed by the Financial and Development Supervisory Agency (BPKP) in collaboration with the Ministry of Home Affairs, is designed to facilitate the planning, budgeting, administration, and reporting of village finances in a transparent, accountable, and timely manner. This study aims to analyze the implementation of Siskeudes in enhancing the accountability of Parigi Village, Cikande District, Serang Regency, using Edward III’s policy implementation framework, which consists of four dimensions: communication, resources, disposition, and bureaucratic structure. The research employs a descriptive qualitative approach with data collection techniques including interviews, observations, and document studies. The findings indicate that the implementation of Siskeudes in Parigi Village has performed reasonably well in the areas of communication and disposition but still faces challenges related to the limited number of competent human resources and the availability of supporting infrastructure. The study recommends strengthening the capacity of village apparatus through continuous training and improving competency-based recruitment regulations for village officials.Keywords: Village Financial System, Siskeudes, Accountability, Financial Governance.
PENERAPAN ARTIFICIAL INTELLIGENCE UNTUK MENINGKATAN DAYA TARIK DAN PROMOSI AGROWISATA DESA HESSA AIR GENTING parini, Parini; Andrew, Andrew Ramadhani; Iin, Iin Almeina Lubis; Anjani, Anjani
Jurdimas (Jurnal Pengabdian Kepada Masyarakat) Royal Vol. 8 No. 3 (2025): Juli 2025
Publisher : STMIK Royal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurdimas.v8i3.3954

Abstract

Abstract: The development of the agrotourism sector has enormous potential to support the village economy and introduce local potential to the wider community. However, many agrotourism operators, especially village-owned enterprises (BUMDES) and agrotourism managers, still face obstacles in promoting and conveying information in an interesting and educational manner. This Community Service Activity (PkM) aims to apply Artificial Intelligence (AI) technology in a specially designed digital education platform to enhance the appeal and effectiveness of agrotourism promotions. Key features developed include an educational chatbot, AI-based virtual tours, a content recommendation system, and visitor data analysis. The activity was carried out through stages including identifying partner needs, digital literacy training, prototype development, and guidance on using social media platforms such as Facebook, Instagram, Twitter, and YouTube. The results of the activity demonstrate that the application of Artificial Intelligence (AI) can enhance creativity, promotional efficiency, and public interest in local agrotourism. Thus, the synergy between technology and local potential emerges as a highly effective strategy for advancing sustainable agriculture-based tourism. Keywords: Artificial Intelligence; digital education; agrotourism; promotion; tourist village Abstrak: Pengembangan sektor agrowisata memiliki potensi yang sangat besar dalam mendukung perekonomian desa serta memperkenalkan potensi lokal kepada masyarakat luas. Namun, masih banyak pelaku agrowisata khususnya BUMDES dan Pengelola agrowisata menghadapi kendala dalam promosi dan penyampaian informasi yang menarik dan edukatif. Kegiatan Pengabdian kepada Masyarakat (PkM) ini bertujuan untuk menerapkan teknologi Artificial Intelligence (AI) dalam sebuah platform edukasi digital yang dirancang khusus untuk meningkatkan daya tarik dan efektivitas promosi pada agrowisata. Beberapa fitur utama yang dikembangkan meliputi chatbot edukatif, tur virtual berbasis AI, sistem rekomendasi konten, dan analisis data pengunjung. Kegiatan ini dilaksanakan melalui tahapan identifikasi kebutuhan mitra, pelatihan literasi digital, pengembangan prototipe, dan pendampingan penggunaan platform media sosial seperti Facebook, Instagram, Twitter dan Youtobe. Hasil kegiatan menunjukkan bahwa penerapan Artificial Intellegent (AI) dapat meningkatkan Kreaktivitas, efisiensi promosi, serta minat masyarakat terhadap agrowisata lokal. Dengan demikian, sinergi antara teknologi dan potensi lokal menjadi strategi yang sangat efektif dalam memajukan pariwisata berbasis pertanian secara berkelanjutan. Kata kunci: Artificial Intelligence; edukasi digital; agrowisata; promosi; desa wisata