This study aims to examine accountability, transparency, and community participation in village financial management. The reason for choosing this research topic is because the results of this study are expected to provide benefits for village financial managers, village management, and village communities in increasing accountability, especially in accountability for design, preparation, implementation and accountability reports. This research was conducted in villages in North Bengkulu Regency using a sampling technique, namely purposive sampling in which the sample was adjusted to certain criteria. In this study using a quantitative approach. The data collection method in this study used primary data obtained from the results of distributing questionnaires to the head of finance, head of government, BPD, Kadun 1 and Kadun 2 in villages in North Bengkulu Regency with a sample of 45 respondents. Hypothesis testing using multiple regression analysis. The results of this study indicate that accountability has a positive effect on village financial management, transparency has a positive effect on village financial management, participation has a positive effect on village financial management.

Credit Card (CC) scam In financial markets is a growing nuisance. CC scams increasing rapidly and causing large amounts of financial losses for organizations, governments, and public institutions, especially now that all payment methods for e-commerce shopping can be done much more easily through digital payment methods. For this reason, the purpose of this study is to detect scam CC transactions from a given dataset by performing a predictive investigation on the CC transaction dataset using machine learning techniques. The method used is a predictive model approach, namely logistic regression models (LR-M), random forests (RF), and XGBoost combined along particular resampling techniques that have been practiced to anticipate scams and the authenticity of CC transactions. Model performance was calculated grounded Re-call Curve (RC), precision, f1-score, PR, and ROC.
The experimental results show that the random forest in combination with the hybrid resampling approach of SMOTE and removal of Tomek Links works better than other models. The random forest model and XGBoost accomplished are preferred over the LR-M as long as their global  f1 score is without re-sampling. This demonstrates the strength of one technique that can provide greater achievement alike in the existence of class inequality dilemmas. Each approach, at the same time when used with Ran-Under, will give a great memory score but fails cursedly in the language of accuracy. Compared to the coordinate model sine re-sampling, the accuracy and RS are not repaired in cases where Tomek linker displacement was used. RF and xgboost perform quite well in terms of f1-S when Ran-Over is used. SMOTE increases the random forest draw score and xgboost but the precision score (PS) decreases slightly.
Completely, during a hybrid solution of Tomek delinker and SMOTE was practiced with random forest, it gave equitable attention and RS in the PR-AUC. XGboost failed to increase the PS even though the same re-sampling technique was used. For future research, a fee-delicate study method can be applied as long as fee misclassifications. So for future research, it is very necessary to consider this behavior change and it is also very important to develop predictive models. In addition to this, much larger data is needed so that detailed studies on handling non-stationary properties in CC scam detection can be carried out better.

Sub-districts according to the composition, position, duties are regulated by government decree. As a regional body, the Camat is given power. In addition, districts also carry out public administration tasks. North Semarang Village, having its address at Jl Taman Brotojoyo No. 02 Semarang, functions related to the management of outgoing letters and receipt of incoming letters are carried out by recording them in a ledger and securing each incoming and outgoing letter by the head of the personnel department and general sub-section and stored in the existing cupboard. This again brings problems when searching for old data, because it may not know where it is stored, it may be corrupted or it may be lost from memory. This method is ineffective and has many drawbacks. Storing incoming and outgoing mail in the mailbox, for example, can easily spoil mail as more and more letters accumulate each day. Not to mention the nature of the room that is wet and insects accelerate paper damage. On the other hand, documenting incoming and outgoing letters through an agenda book also lengthens the registration process. Under these conditions, it is necessary to develop a mobile web-based filing management information system.

Textbooks have a strong influence on curriculum development, learning approaches, activities and even assessments of learning mathematics. The aim of the research is to describe the use of mathematics textbooks based on the Singapore curriculum in mathematics learning. This research is a qualitative research with a case study method. The participant is an elementary school teacher at a school in Tangerang. Data collection was carried out by observation using an observation guide. Data analysis was carried out descriptively using coding. Coding uses Nicol and Crespo's framework regarding the model of using textbooks in mathematics learning, namely adhering, elaboration, and creating and is seen based on the role played by the teacher in the learning process. The results of the study show that the level of teacher use of books is in the adhering category for each teacher's role in using textbooks.

ABSTRAK
Perkembangan teknologi yang semakin pesat memberikan efek yang sangat besar diberbagai bidang. Salah satunya adalah dalam bidang bisnis jual beli yang semakin hari semakin tinggi terjadinya persaingan antara pelaku usaha. Strategi untuk meningkatkan penjualan tersebut salah satunya adalah dengan menerapkan sebuah rekomendasi barang, akan tetapi dari berbagai kategori barang yang ada pada toko tersebut, terdapat produk yang kurang diminati oleh pelanggan, sehingga jika dibiarkan saja maka produk yang tidak diminati tersebut menjadi tidak laku dan akan membuat penumpukan barang pada toko, selain itu dengan banyaknya kategori membuat beberapa pelanggan kebingungan untuk memilih produk yang sesuai dengan keinginan pembeli. Maka dari itu, penulis melakukan pengkajian terlebih dahulu dengan cara melakukan studi kepustakaan yang akhirnya tujuan dari penelitian ini yakni supaya memudahkan para pengguna maupun pemilik bisnis dalam merekomendasikan barang-barang yang ada pada toko dan menentukan produk yang diinginkan dengan menerapkan sistem rekomendasi pada website Toko Rameiki Mart yang di ambil dari jumlah data, hal ini juga menguntungkan bagi pemilik toko karena dengan adanya sistem rekomendasi ini dapat membantu sebagai sarana promosi produk , maupun dalam rekomendasi pembelian barang. Dalam penelitian ini peneliti membuat sistem rekomendasi dengan menggunakan metode Algoritma apriori.

This research will show how external debt and also the level of FDI affect the GRDP of case studies in the Makassar region from 2009-2013. The theory of multiple linear regression analysis is applied in quantitative research methodology. Secondary data from the Makassar Central Bureau of Statistics is used as a data source. Information only regarding the amount of Indonesian loans, the total level of realization of FDI inflows by Indonesia, but also figures regarding the degree and total local national GRDP of Makassar City were all collected using straight literary elements using figures for the period 2009 to 2013 (5 years). The quantitative approach is indeed a technique used to assess the level of guiding decisions in one component having several other characteristics using the SPSS 25 application. Thus, producing an initial model that shows a positive and beneficial effect of the independent variables external debt and FDI is relevant to the dependent variable of City GRDP Macassar. This shows that it is important to increase these two variables because the GRDP level of Makassar city will also increase.

Penelitian ini diadakan untuk mengetahui batasan kemampuan siswa dalam membaca teks berbahasa Inggris. Subjek penelitian ini adalah siswa kelas 8 audio 1 Mts Mualimin Univa Medan. Penelitian ini menggunakan metode deskriptif kualitatif. Selain itu, wawancara digunakan untuk menguatkan data tentang pemahaman dan kesulitan membaca bahasa Inggris siswa. Akibatnya, ternyata kesulitan siswa adalah kurangnya kosa kata dan pengucapan yang masih canggung dan bersalah. Jadi, Kelas 8 Audio 1 Mts Mualimin Univa Medan masih kesulitan membaca teks bahasa Inggris. Dengan demikian kemampuan siswa kelas 8 Audio 1 Mts Mualimin Univa Medan masih kurang. Banyak kesulitan masih muncul saat membaca teks.

Pada penelitian ini dirancang sistem pakar berbasis web dengan menggunakan metode naïve bayes yang dimaksudkan membantu petani dalam mendiagnosa tanaman cabai. Metode dalam pengembangan sistem yang dipakai adalah extreme programming yang terdiri dari planning, design, coding, testing. Sistem pakar diagnosa penyakit tanaman cabai berbasis cabai berbasis web dikembangkan dengan menggunakan bahasa pemograman PHP dan MySQL. Sistem pakar ini mampu melakukan diagnosa tanaman cabai dengan mengajukan gejala-gejala penyakit pada saat pemeriksaan. Berdasarkan gejala-gejala yang dipilih tersebut, sistem ini akan memberikan hasil diagnosa kemudian akan menampilkan penyakit serta solusi dari penyakit tanaman cabai tersebut. Hasil dalam penelitian ini menyimpulkan bahwa terdapat kesesuaian hasil diagnosis sistem pakar menggunakan metode naïve bayes dengan pakar.

Usaha mikro kecil menengah (UMKM) mempunyai peran penting dan strategis bagi pertumbuhan ekonomi negara, baik negara berkembang maupun negara maju. Pada saat krisis ekonomi berlangsung di Indonesia, kemampuan UMKM untuk tetap bertahan di masa krisis ekonomi adalah bukti bahwa sektor UMKM merupakan bagian dari sektor usaha yang cukup Tangguh. Usaha Mikro Kecil dan Menengah atau UMKM merupakan bisnis yang juga memerlukan pengelolaan manajemen usaha terkait aspek-aspek fungsional usaha dan pengelolaan keuangan yang baik. Setiap bisnis akan membutuhkan pengelolaan usaha dan keuangn yang tepat agar bisnis tetap bisa berjalan dengan lancar. Tujuan dari kegiatan pengabdian kepada masyarakat ini adalah memberikan pelatihan tentang pengelolaan manajemen usaha dan keuangan sederhana dalam bentuk paparan dan diskusi terkait komponen-komponen dalam mengelola manajemen usaha dan keuangan.
 
 

Teenagers with inadequate knowledge about cosmetics are more likely to use harmful or unlawful goods. Students at SMA Kalam Kudus II Jakarta have never received instruction on the selection and application of beauty products. This counseling session is anticipated to raise the SMA Kalam Kudus II Jakarta students' awareness of the importance of utilizing adolescent-appropriate and safe skin care products and how to select them. This counseling procedure is conducted offline for counseling participants at Kalam Kudus II Jakarta High School. The given counseling material addresses a variety of adolescent skin conditions, as well as the many types of skincare ingredients and how to choose the appropriate one based on the adolescent's skin. Compared to the Pre-test, which was administered prior to the presenter's explanation of the topic, there was an increase in knowledge on the Post-test. Therefore, it can be inferred that participants gained knowledge from this activity's material and conversations, particularly in regards to the skincare material offered.