Ejournal Universitas Indo Global Mandiri (UIGM)
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Review Paper Data Mining Klasifikasi Data Mining
Get PDFThe process of combining statistical techniques, mathematical calculations, Artificial Intelligence (AI) and machine learning to extract useful and interrelated information from large amounts of data. Data mining is commonly used to analyze and explore big data to get useful information. There is a lot of information that can be extracted from processing using data mining, such as analyzing consumer purchases or making decisions regarding the production process. Science has often been implemented to solve problems that arise from existing circumstances. In addition to the knowledge needed in order to solve problems or make strategic decisions in dealing with problems that arise, past experience or data that has been obtained at the time of the lights can also be used as a reference for making decisions. Data mining is the process of extracting (mining) information from a set of past data which is then displayed as knowledge to be used in accordance with the desired needs. Research on data mining has been carried out by many researchers to date related to the application of data mining to solve the problems they face, even though the problems are different in type and designation. This paper was written to review existing papers regarding data mining, especially classification. And to get information and map from research that has been done to be used as literature on the author's research plan. Through this review, it is hoped that later you can choose the right method to process data using data mining for the best results
PENGARUH LINGKUNGAN, MOTIVASI SERTA DISIPLIN KERJA TERHADAP KINERJA PEGAWAI KANTOR CAMAT HAMPARAN PERAK DELI SERDANG
Get PDFThe purpose of this study is to determine the extent to which the influence of the environment, motivation, and work discipline of employees in the Hamparan Perak sub-district office, Deliserdang, where the process is carried out using quantitative descriptive-analytical methods in which supporting literature uses journals that are by the theme of the discussion. For data analysis, using the multiple linear regression approach by testing data validation and mapping with the normality test, the results of this study are that the environment, motivation, and work discipline do not significantly influence employee performance by 34.3%, while the remaining is 65. 7% is an independent variable that is excluded from this research stud
PENINGKATAN KETERAMPILAN HOME INDUSTRI DESA MUARA PENIMBUNG ILIR OGAN ILIR DALAM MENYUSUN LAPORAN KEUANGAN MENGGUNAKAN APLIKASI MICROSOFT EXCEL
Get PDFDengan Adanya Pengabdian Kepada Masyarakat ini bertujuan untuk peningkatan keterampilan home industri desa muara penimbung ilir ogan ilir dalam menyusun laporan keuangan menggunakan aplikasi microsoft excel. Manfaat dilakukan pengabdian ini: menambah keterampilan mitra home industri desa muara penimbung ilir ogan ilir dalam menyusun laporan keuangan yang sebelumnya manual perlahan beralih ke aplikasi microsoft excel. Metode pelaksanaan pengabdian yang akan dilakukan dengan menggunakan metode kegiatan pendampingan berupa pendampingan Penggunaan Microsoft Excel dalam menyusun laporan keuangan serta dapat meningkatkan kemampuan bagi para pelaku usaha songket. Adapun sistematika pelaksanaan kegiatan pengabdian terdiri dari presentasi, pemamparan dan diskusi yang dapat dilakukan dengan cara sebagai berikut: Pemaparan tentang penjelasan terkait microsft excel berupa (ceramah) kepada peserta serta diberikan materi langkah-langkah penggunaan microsoft excel; Memberikan aplikasi dan menginstal Microsoft Excel; Mempelajari fitur Micorosft Excel; Pemaparan tentang penjelasana terkait penyusunan laporan keuangan berupa (ceramah) kepada peserta serta diberikan materi berupa langkah-langkah penyusunan laporan keuangan; Praktik menginput, memproses dan mengoutput hasil laporan keuangan UMKM yang dicoba dibuat dalam Microsoft Excel. Hasil yang didapat bagi mitra home industri desa muara penimbung ilir ogan ilir mampu menggunakan aplikasi microsoft excel dalam menyusun laporan keuangan.
PENYULUHAN PEMBUATAN PUPUK CAIR DARI SAMPAH ORGANIK RUMAH TANGGA DI KELURAHAN 30 ILIR PALEMBANG
Get PDFPermasalahan penumpukan sampah di wilayah Kelurahan 30 Ilir karena terbatasnya infrastruktur persampahan mengharuskan partisipasi masyarakat untuk mengelola sampah secara mandiri. Peran perempuan khususnya kaum ibu dalam pengelolaan sampah menjadi sentral karena berhubungan langsung dengan kegiatan memasak yang menghasilkan sampah organik. Selain diperlukannya kesadaran yang tinggi, ibu-ibu rumah tangga juga perlu dibekali dengan pengetahuan yang cukup dan sesuai untuk berperan aktif dalam menyelesaikan permasalahan sampah. Pemanfaatan sampah dari sisa-sisa bahan makanan seperti kulit bawang, ampas teh, dan air cucian beras dapat diolah dan dimanfaatkan kembali menjadi pupuk cair organik yang dapat menyuburkan tanah dan tanaman, serta membasmi hama dan penyakit pada tanaman. Selain mengurangi sampah rumah tangga, pembuatan pupuk organik cair ini dapat menjadi solusi alternatif mengganti penggunaan pupuk dan pestisida kimia. Selain bahan yang mudah dijangkau, pupuk organik ini dapat menghemat biaya dan juga praktis dibuat. Adapun kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan kesadaran masyarakat utamanya ibu-ibu rumah tangga di Kelurahan 30 Ilir dalam pentingnya mengelola sampah organik dan memberikan masyarakat keterampilan dalam melakukan pengelolaan sampah rumah tangga secara mandiri untuk menghasilkan pupuk cair organik yang dapat dimanfaatkan untuk kesuburan tanaman dan juga ramah lingkungan.
PELATIHAN PENULISAN KARYA ILMIAH BAGI GURU DI LINGKUNGAN DINAS PENDIDIKAN KOTA PALEMBANG
Get PDFDinas pendidikan Kota Palembang membuat pelatihan penulisan karya ilmiah bagi guru yang bertujuan untuk meningkatkan kemampuan menulis para guru dalam menghasilkan karya ilmiah yang berkualitas dan bermanfaat bagi dunia pendidikan. Pelatihan tersebut meliputi berbagai aspek penulisan karya ilmiah, seperti pemilihan topik penelitian, perumusan masalah penelitian, pengumpulan dan analisis data, serta penyusunan laporan penelitian. Metode dalam pelatihan ini meliputi Identifikasi Tujuan, Persiapan Materi, Penentuan Jadwal dan Durasi, Pemilihan Peserta, Sesi Praktikum, Umpan Balik dan Evaluasi. Dari survey sebelum pelatihan Peserta kesulitan dalam menyusun desain penelitian yang sesuai dan memilih metode analisis yang tepat. Peserta seringkali tidak yakin bagaimana menganalisis data dan menginterpretasikan hasilnya. Peserta seringkali mengalami kesulitan dalam menyusun kesimpulan yang logis dan rekomendasi yang relevan. Sedangkan hasil survey setelah pelatihan yaitu peserta menunjukkan peningkatan pemahaman yang signifikan mengenai struktur dan tujuan karya ilmiah. Peserta dapat menyajikan latar belakang penelitian dengan lebih jelas dan koheren setelah pelatihan. Peserta menunjukkan peningkatan kemampuan dalam menyusun desain penelitian dan memilih metode analisis yang tepat. Peserta lebih percaya diri dalam menganalisis data dan menginterpretasikan hasil setelah mengikuti pelatihan.
PEMBANGUNAN IKN SEBAGAI MERCUSUAR STRATEGIS (KAJIAN KRITIS DALAM PERSPEKTIF SUSTAINABLE DEVELOPMENT)
Get PDFPenelitian ini berusaha mengurai tentang pembangunan Ibu Kota Negara (IKN) sebagai mercusuar strategis dalam perspektif sustainable development. IKN yang telah ditetapkan untuk dibangun pada tataran wilayah Pulau Kalimantan tepatnya Kota Penajam Paser Utara memiliki banyak potensi untuk dikaji secara ilmiah berdasarkan data, analisa, prediksi, dan proyeksi pembangunan dari pihak pemerintah. Kajian kritis dalam mengurai aspek-aspek penguat dan penghambat dalam pembangunan IKN telah dibahas dalam penelitian ini mulai dari aspek lingkungan, sosial, pemerataan, pemanfaatan sumber daya, dan lain sebagainya. Dalam konteks pembangunan berkelanjutan (sustainable development), maka proses pembangunan IKN dapat dicermati secara jangka panjang. Berdasarkan kajian kritis dalam penelitian ini, IKN mendapat banyak sorotan yang secara garis besar esensi nya adalah mengkhawatirkan melemahnya ekosistem alami akibat kepadatan aktivitas di masa depan. Modernisasi era dan kemajuan teknologi memberikan referensi dan dorongan kuat kepada pemerintah agar menerapkan kebijakan tepat guna dalam aktivitas pembangunan, sebagaimana konsep Forest City di kota-kota dunia. Penelitian ini menggunakan metodologi yang memanfaatkan pustaka ilmiah (studi kepustakaan) sebagai basis untuk memperjelas penelitian sebelumnya, dan menambahkan analisa-analisa baru untuk menguji kualitas prospek pembangunan Ibu Kota Negara (IKN). Hasil penelitian menunjukkan bahwa pembangunan IKN memiliki sejumlah potensi masalah kompleks terutama keberlangsungan lingkungan hidup dalam jangka panjang. IKN Kota Penajam Paser Utara sebagai pengganti Jakarta sudah pasti akan menjadi mercusuar strategis yang terus tumbuh dan berkembang menjadi kota metropolitan-megapolitan dalam rangka mewadahi kebutuhan tiap-tiap daerah penyangga serta mendorong percepatan pertumbuhan kota-kota sekitar.Â
Implementasi Honeypot Sebagai Pendeteksi Serangan Pada Virtual Private Server (VPS)
Get PDFVPS (Virtual Private Server) is a server virtualization technology that is currently widely used by users for a variety of purposes, including personal, work, office, and business. Virtual Private Server (VPS) is a technology that uses VPS. Since renting a virtual private server (VPS) is less expensive than purchasing or renting a dedicated server, VPS is widely used. However, VPS has some disadvantages as well, one of which concerns security. The Intrusion Detection System (IDS), the Virtual Private Network (VPN), and the Honeypot are just a few of the other options that can be utilized to secure servers. The Honeypot application is needed to protect Virtual Private Server (VPS), which requires a detection application that can reduce attacks on VPS. Cowrie is able to detect and record all attacks that occur on the server based on the results of attack testing that was carried out 25 times for each attack test, beginning with port scanning and progressing through DDoS attacks, brute force attacks, and individual, double, and multiple tests. considered to be very effective, but when multiple attacks were carried out simultaneously, the server experienced a downtime or la
Pengaruh Harga, Kualitas Produk dan Desain Produk Terhadap Keputusan Pembelian Kain Jumputan Rumah Produksi Cahaya Jumputan Tuan Kentang Palembang
Get PDFThis study aims to determine the effect of price, product quality and product design on purchasing decisions. Using quantitative analysis techniques using SPSS 25. The population in this study were all consumers who bought jumputan fabric at Cahaya Jumputan Production House, Tuan Kentang Palembang, namely 486 consumers for one year. The number of samples taken is at least 5 times the number of indicators used in the study. In this study there were 23 question items, so the minimum sample size needed was 23 x 5 = 115 samples, data analysis using SPSS 25. The results of this study concluded that the price variable had a positive and significant effect on purchasing decisions asevidenced by the Sig value of 0.000 <0.05, Product quality variables have a positive and significant effect on purchasing decisions with a Sig value of 0.004 <0.05, product design variables have a positive and significant effect on purchasing decisions with a Sig value of 0.000 <0.05, price variables, product quality and product design simultaneously have a positive and significant effect on purchasing decisions with a Sig value of 0.000 <0.05. The results of testing the correlation coefficient (R) obtained a value of 0.563. this shows that the level of relationship between the price, product quality and product design variables on purchasing decisions is moderate (56.3%) and the results of the study using the coefficient of determination (R2) test obtained a value of 0.316. This shows the magnitude of the contribution between the price, product quality and product design variables can explain the purchasing decision variable by 31.6%, the remaining 68.4% can be explained or influenced by other variables not included in this study.Keywords: Price, Product Quality, Product Design, Purchase Decisio
Pengaruh Produksi, Harga Bawang Merah, Inovasi Teknologi Pertanian dan Kelembagaan Terhadap Keberlajutan Usahatani di Kabupaten Brebes
No full textFluctuations in shallot prices, harvested area, and shallot production that accurredin Brebes district have had an impact on reducing the sustainabilityof shallot farming. Farming sustainability is ability to remain productive while maintaining or improving quality of environment and conserving natural resources. Factors that effect shallot farming sustainability include production, price, farming technological innovation, and farming institutions. The purpose of this study was to analyze the effect of production, price, farming technological innovation and institutions on shallot farming sustainability. This research method used survey research with a quantitative approach. The research population was shallot farmers in three shallot center locations in Brebes Regency, namely Brebes District, Wanasari District, and Larangan District, with a total of 62,505 people. The sampling technique used cluster sampling, stratified random sampling, and Taro Yamane formula for a total of 100 people. The data collection technique used a questionnaire which was analyzed through regression analysis. The results showed that production had a significant effect on shallot farming sustainability, price had a significant effect on shallot farming sustainability, farming technological innovation had a significant effect on shallot farming sustainability, and institutions had a significant effect on shallot farming sustainability. Production, prices, farming technological innovation, and institutions were able to had a simultaneous effect on farming sustainability by 36.2%. The implication for shallot farming actors must be able to maintain production quality, shallot prices, keep abreast of new agricultural technology developments and always acsess agricultural information from extension workers so that their farming operations can be sustainable.
Keywords: Production, Price, Technological, Institutional, Sustainability
Geopolitical Risk & Indonesian Stock Market Response
Get PDFObjective: The aim of this research is to determine empirically the impact of geopolitical risk originating from countries with high geopolitical risk and domestic ones on the Composite Stock Price Index in Indonesia. In addition, this research aims to determine the role of geopolitical actions in strengthening or weakening the relationship between geopolitical risk and the Composite Stock Price Index in Indonesia.
Design/Methods/Approach: This research uses geopolitical risk index (GPRH) data from countries with the highest geopolitical risk index in the last 3 years and domestic ones consisting of Ukraine, Russia, America, China and Indonesia. Meanwhile, geopolitical action risk (GPRA) is a risk index measured in aggregate from January 2004-October 2023, so the number of observations in this study reached 238.
Findings: The findings in the research show that Ukraine and America have a negative and significant influence, while China and Russia have a positive and significant impact on the composite stock price index in Indonesia. Apart from that, this research also found that the influence of geopolitical risk on the composite stock price index in Indonesia is greater when geopolitical actions such as escalation of war and acts of terror occur.
Originality/Value: This research complements several previous studies regarding the impact of geopolitical risk on the Indonesian composite stock price index. Several previous studies have not examined the impact of each country's geopolitical risk on the composite stock price index and how it is moderated by geopolitical action.
Practical/Policy implication:
The findings in this research prove that countries that have high geopolitical risk have a significant influence on the Composite Stock Price Index in Indonesia. So that investors can use this research as a consideration when investing in the capital market by considering geopolitical risks originating from abroad and domestically