Implementasi Algoritma FG-Growth untuk Sistem Rekomendasi Penjualan Produk

Beraneka ragamnya alat tulis yang dipasarkan, membuat persaingan bisnis semakin ketat demi memberikan pelayanan terbaik kepada pelanggan. Data transaksi penjualan yang melimpah, memicu tumpukan data sehingga memerlukan teknik pengolahan data mining yaitu assosiasi rule mining menggunakan algoritma FP-Growth. Algoritma yang menghasilkan frequent itemset yang digunakan dalam proses penentuan aturan yang dapat menghasilkan sebuah pilihan dengan mengambil sebuah objek data transaksi penjualan produk. Hasil pengujian menunjukan sebuah aturan (rule) yang memiliki nilai confidence dan lift ratio terbaik adalah 100%, serta support 80% dengan aturan setiap pembelian produk ballpoint dapat dipastikan akan membeli buku tulis dari dataset yang digunakan sebagai sample data dalam uji coba sistem (50 nama barang dan 7 data transaksi) dengan minimum support (5% = 0.05) dan minimun confidence (30% = 0.3).The variety of stationery marketed, makes business competition increasingly fierce in order to provide the best service to customers. Abundant sales transaction data, triggering piles of data so that it requires data mining processing techniques, namely association rule mining using the FP-Growth algorithm. Algorithm that generates frequent itemset used in the process of determining the rules that can produce an option by taking a product sales transaction data object. The test results show a rule that has the best confidence value and lift ratio of 100%, as well as 80% support with the rules that every purchase of a ballpoint product can be sure to buy a notebook from the dataset used as a sample data in the system trial (50 names). goods and 7 transaction data) with minimum support (5% = 0.05) and minimum confidence (30% = 0.3)

Scientific Approach to Learning Science in Elementary Schools

Science learning elementary schools aims to maximize the concept of science in helping daily life processes that aim to increase students' positive attitudes in solving problems in the community environment. Through the literature research method, the researcher will carry out the process of collecting literature data that has relevance to the research topic chosen by the researcher. The collected data will undergo categorization and analysis by researchers. Before drawing conclusions, a comprehensive review of the relevant literature will be carried out. The scientific approach to learning is a pedagogical method that aims to equip students with the ability to identify or find problems through observation, asking questions, formulating hypotheses, collecting data using various techniques, analyzing data, drawing conclusions, and communicating findings, concepts, laws or principles. The scientific method has been developed to facilitate students' acquisition of knowledge and understanding of diverse subject matter. The scientific method allows the acquisition of information from a variety of sources, apart from one-way instructions from an educator. Utilization of the scientific method in the process of scientific learning is a scientific inquiry approach that is systematic and rigorousScience learning elementary schools aims to maximize the concept of science in helping daily life processes that aim to increase students' positive attitudes in solving problems in the community environment. Through the literature research method, the researcher will carry out the process of collecting literature data that has relevance to the research topic chosen by the researcher. The collected data will undergo categorization and analysis by researchers. Before drawing conclusions, a comprehensive review of the relevant literature will be carried out. The scientific approach to learning is a pedagogical method that aims to equip students with the ability to identify or find problems through observation, asking questions, formulating hypotheses, collecting data using various techniques, analyzing data, drawing conclusions, and communicating findings, concepts, laws or principles. The scientific method has been developed to facilitate students' acquisition of knowledge and understanding of diverse subject matter. The scientific method allows the acquisition of information from a variety of sources, apart from one-way instructions from an educator. Utilization of the scientific method in the process of scientific learning is a scientific inquiry approach that is systematic and rigorou

Sentiment Mining of Community Development Program Evaluation Based on Social Media

It is crucial to support community-oriented services for youth awareness in the social media with knowledge extraction, which would be useful for both government agencies and community group of interest for program evaluation. This work provided to formulate effective evaluation on community development program and addressing them to a correct action. By using classification based SVM, evaluation of the achievement level conducted in both quantitative and qualitative analysis, particularly to conclude which activities has high success rate. By using social media based activities, this study searched the sentiment analysis from every activities comments based on their tweet. First, we kicked off preprocessing stage, reducing feature space by using principle of component analysis and estimate parameters for classification purposes. Second, we modeled activity classification by using support vector machine. At last, set term score by calculating term frequency, which combined with term sentiment scores based on lexicon.The result shows that models provided sentiment summarization that point out the success level of positive sentiment

MOTIVASI MEMEDIASI KEDISIPLINAN, KEMAMPUAN DAN LOYALITAS TERHADAP PRODUKTIVITAS KERJA KARYAWAN BAGIAN PRODUKSI PADA KOPERASI INDUSTRI BATUR JAYA CEPER

The purpose of this study was to analyze the motivation to mediate discipline, ability and loyalty to the work productivity of production employees at the Batur Jaya Ceper Industrial Cooperative. The population of this study is 37 employees of the production division of the Batur Jaya Ceper Industrial Cooperative. The sample of this study used the census method, where all member Sof the population were sampled as many as 37 employees. This research is descriptive quantitative. This study uses validity, reliability and classic assumption tests. Hypothesis testing uses path analysis and sobel test. Data obtained from questionnaires from employees using a Likert scale to measure respondents' answers. This study was tested using SPSSS20 software. The results of this study indicate that the discipline variable mediated by motivation has an effectton work productivity. With a p-value of 0.00000392 00.05.TThe variable of loyalty mediated by motivation has an effect on work productivity. With p-value 0.0393936

KECERNAAN PROTEIN DAN MASSA PROTEIN DAGING PADA AYAM BROILER YANG DIBERI KOMBINASI EKSTRAK BAWANG DAYAK DAN Lactobacillus acidophilus

Tujuan penelitian adalah untuk mengkaji pengaruh penambahan ekstrak bawang dayak (Eleutherine palmifolia) yang dikombinasi dengan Lactobacillusss acidophilus (EBDLa) terhadap konsumsi protein, kecernaan protein, massa protein daging dan bobot badan akhir ayam broiler. Penambahan EBDLa perlu dilakukan sebagai zat aditif alami yang dapat meningkatkan kecernaan dan produktivitas ayam broiler. Ternak yang digunakan adalah ayam broiler sebanyak 192 ekor umur 8 hari dengan bobot badan rata-rata 189,76 ± 6,75 g. Penelitian disusun dalam rancangan acak lengkap (RAL) dengan 4 perlakuan dan 6 ulangan (masing-masing berisi 8 ekor). Perlakuan yang diberikan yaitu T0 = ransum basal, T1 = ransum dengan penambahan 0,1% EBDLa, T2 = ransum dengan penambahan 0,2% EBDLa dan T3 = ransum dengan penambahan 0,3% EBDLa. Hasil penelitian menunjukkan bahwa ransum dengan penambahan EBDLa tidak berpengaruh (P>0,05) terhadap konsumsi protein, namun, berpengaruh nyata (P<0,05) terhadap kecernaan protein, massa protein daging dan bobot akhir ayam broiler. Simpulan dari penelitian adalah penambahan 0,3% ekstrak bawang dayak dan Lactobacillus acidophilus pada ransum menghasilkan kecernaan protein, massa protein daging dan bobot badan akhir tinggi

PERBEDAAN MODEL PEMBELAJARAN PROBLEM POSING DAN PROBLEM BASED LEARNING TERHADAP KEMAMPUAN BERPIKIR KREATIF MATEMATIS SISWA

Berdasarkan data sebanyak 53,84% siswa kelas IV di SDN Cikuya III Kabupaten Tangerang mendapat nilai matematika dibawah KKM (70), kesulitan ketika diberikan soal hitungan matematika terutama bangun datar, belum terbiasa berpikir kreatif matematis, kesulitan dalam pemahaman konsep, serta guru menggunakan model pembelajaran ceramah menjadi latar belakang penelitian ini. Dampaknya siswa malas, sangat pasif, tidak tertarik sampai malas mengulang kembali pelajaran dirumah. Tujuan penelitian ini untuk mengetahui perbedaan tingkat berpikir kreatif matematis siswa setelah mendapat perlakuan antara model pembelajaran Problem Posing dan Problem Based Learning pada pemelajaran matematika materi bagun datar. Penelitian kuantitatif ini menggunakan metode eksperimen jenis true experimental design. Jumlah populasi dan sampel menggunakan total sampling yakni 52 siswa kelas IV A (29) sebagai kelas eksperimen 1 menggunakan Problem Posing, dan B (23) sebagai kelas eksperimen 2 menggunakan Problem Based Learning. Teknik pengumpulan data melalui observasi, wawancara, dokumentasi dan tes, serta statistic deskriptif dan statistic inferensial sebagai teknik analisis data. Kesimpulan diperoleh, Problem Posing yang diterapkan di kelas IV A memiliki nilai lebih tinggi dari nilai sebelum diberikan Problem Posing. Problem Based Learning yang diterapkan pada kelas IV B memiliki nilai lebih tinggi dari nilai sebelum diberikan Problem Based Learning dengan nilai postest. Sehingga model pembelajaran Problem Based Learning dianggap layak meningkatkan kemampuan berfikir kreatif matematis siswa pada mata pelajaran matematika materi bangun datar

Analisis Mekanisme Pelunasan Pembiayaan Murabahah di Bank Syariah Indonesia KCP Malang

Penelitian ini bertujuan untuk mengetahui kesuaian Fatwa DSN MUI No. 23/DSN/MUI/III/2002 tentang potongan pelunasan dan Fatwa No:46/DSN-MUI/II/2005 Tentang Potongan Tagihan Murabahah pada mekanisme pelunasan pembiayaan murabahah di BSI KCP Malang. Dalam pelunasan pembiayaan murabahah, nasabah dapat melakukan pembayaran sebelum jatuh tempo atau percepatan pelunasan dan juga bisa dilakukan sesuai jangka waktu yang disepakati (jatuh tempo), namun dalam implementasinya masih ada ketidakjelasan Bank Syariah dalam memberikan potongan harga dari sisa harga jual murabahah dalam pelunasan, sehingga perlu adanya analisis dalam praktek mekanisme pelunasan pembiayan murabahah  yang ada di BSI KCP Malang sesuai dengan fatwa DSN MUI. Metode penelitian yang digunakan adalah metode penelitian kualitatif dengan pendekatan empiris atau penelitian lapangan. teknik pengambilan data diperoleh dari objek yang diteliti  melalui observasi, wawancara dan dokumentasi. Hasil penelitian menunjukkan bahwa mekanisme pelunasan pembiayaan murabahah yang dilakukan BSI KCP Malang sudah sesuai dengan fatwa DSN-MUI No.23/DSN/MUI/III/2002 dan Fatwa No:46/DSN-MUI/II/2005. Hal tersebut dapat dilihat dari kebijakan BSI dalam pelunasan pembiayaan memberikan potongan atau diskon pada nasabah yang melakukan pembayaran tepat waktu atau sebelum jatuh tempo, dimana potongan atau diskon tersebut tidak diperjanjikan di awal. Jika nasabah menanyakan diskon saat pembiayaan berjalan atau sebelum melakukan pelunasan BSI KCP Malang tidak menjelaskan tentang potongan tersebut, namun jika nasabah ingin melakukan pelunasan maka BSI KCP Malang akan menjelaskan tentang diskon atau pemberian potongan pelunasan.This research aims to determine the conformity of the Fatwa DSN MUI No. 23/DSN/MUI/III/2002 regarding early settlement deductions and Fatwa No:46/DSN-MUI/II/2005 regarding Murabahah Billing Deductions in the mechanism of Murabahah financing settlement at BSI KCP Malang. In the settlement of Murabahah financing, customers can make payments before the due date or accelerate the settlement, and it can also be done according to the agreed-upon period (due date). However, in its implementation, there is still some ambiguity in Bank Syariah when providing discounts on the remaining selling price of Murabahah in settlements. Therefore, an analysis is needed in the practice of the Murabahah financing settlement mechanism at BSI KCP Malang in accordance with the DSN MUI fatwa. The research method used is qualitative research with an empirical or field research approach. Data collection techniques were obtained from the research object through observation, interviews, and documentation. The results of the research indicate that the Murabahah financing settlement mechanism carried out by BSI KCP Malang is in accordance with Fatwa DSN-MUI No.23/DSN/MUI/III/2002 and Fatwa No:46/DSN-MUI/II/2005. This can be seen from BSI's policy in settlement, where they provide discounts to customers who make payments on time or before the due date, and these discounts are not promised in the beginning. If customers inquire about discounts during the financing or before making the settlement, BSI KCP Malang does not explain the discount. However, if customers wish to settle, BSI KCP Malang will explain the discount or deduction given during the settlement

SEFT sebagai terapi mengatasi kecemasan menghadapi Covid-19

INDONESIA: Penelitian ini dilatarbelakangi oleh pandemi virus covid-19 yang terjadi di seluruh belahan dunia. Pandemic ini membawa dampak baik langsung maupun tidak bagi hampir seluruh manusia. Perubahan pola hidup yang drastis dan tiba-tiba membuat banyak orang tidak memiliki kesiapan untuk menyesuaikan diri dan beradaptasi. Hal ini menyebabkan munculnya rasa panik dan cemas pada sebagian masyarakat. Kecemasan yang muncul bervariasi, speerti cemas tertular virus, cemas kondisi keuangan melemah atau bahkan memburuk, hingga cemas akan masa depan setelah pandemic ini berakhir. Kecemasan tersebut bila tidak terkontrol akan mempengaruhi pola pikir maupun perilaku sehingga dapat menjadi gangguan psikologis. Banyak teknik terapi telah dikembangkan untuk mengatasi kecemasan, salah satunya adalah Spiritual Emotional Freedom Technique (SEFT). SEFT telah terbukti mampu mengontrol dan menurunkan tingkat kecemasan secara umum. Oleh karena itu penelitian ini bermaksud untuk menganalisa bagaimanakah SEFT sebagai teknik terapi dalam mengatasi kecemasan akibat virus covid-19 serta bagaimana dampaknya pada individu yang melakukannya. Penelitian ini menggunakan pendekatan kualitatif, dengan metode pengumpulan datanya menggunakan teknik kepustakaan serta studi kasus. Adapun variabel yang diteliti dalam penelitian ini adalah teknik terapi SEFT serta kecemasan individu yang berkaitan dengan pandemic virus covid-19. Hasil analisa menunjukkan bahwa kecemasan dapat diartikan sebagai sebuah kondisi dimana individu yang mengalaminya merasa tidak memiliki kemampuan, tidak berdaya serta tertekan terhadap suatu objek yang secara spesifik tidak jelas. Sementara SEFT merupakan sebuah teknik terapi kontemporer yang bertujuan menghilangkan atau membebaskan individu secara spiritual dan emosional dari kondisi-kondisi yang negatif. Hasil uji coba terhadap klien menunjukan bahwa dengan menggunakan tahapan yang tepat dari terapi SEFT, tingkat kecemasan klien menurun, sehingga dapat dianjurkan untuk dapat digunakan secara lebih luas kepada masyarakkat yang mengalami kecemasan akibat pandemic virus covid-19 ini. ENGLISH: This research is motivated by the covid-19 pandemic virus that occurs in all parts of the world. This pandemic impacts on humans either directly or indirectly. Change patterns of life that are drastic and suddenly make many people do not have the readiness to adjust. It causes many difficulties for most people. Anxiety that appears varies, such as suspected virus, decreases in financial, until how the future after this pandemic ends. This anxiety will affect the mindset or behavior even psychological disorders if not controlled well. Many techniques have been developed to overcome difficulties. One of those is Emotional Spiritual Freedom Technique (SEFT). SEFT has been proven to be able to control and reduce anxiety level generally. Therefore, this study tries to analyze the SEFT as a therapy to overcome the covid-19 virus and how it impacts in individuals who do. This research uses qualitative methods, with data collection methods using library techniques and case study. While the variables discussed in this study are SEFT therapy techniques and also individual’s anxiety caused by the covid-19 pandemic virus. The results of the analysis show that anxiety is interpreted as a condition where individuals who experience it do not have the ability, powerless and depressed against a specific object unclearly. While SEFT is a contemporary technique that helps or liberates spiritual and emotional individuals from negative conditions. The result of trial on client shows that by using the right stages of SEFT therapy, the level of client anxiety decreases, so we can use SEFT more broadly to overcome or decrease people’s anxiety impacted by the covid-19 pandemic virus