Bangsal Village is in the South Sumatra region within the district of Pampangan Ogan Komering Ilir. The village has potential including buffalo milk, sugar puan, sagon, penjem (a kind of yoghurt), curd (a kind of butter for cooking oil), smoked-fish, fish-crackers and swamp-rice with high iron mineral (Fe). Majority of Bangsal villagers are buffalo breeders. The potential possessed by Bangsal Village can be expected to make the villages has food sovereignty, economic independence and local wisdom in culture. The Computer and Information Technology (ICT) is one of the tools to develop Website. The Website can be a media for promotion of potentials and products owned by Bangsal Village. Everyone can easily search for information and knowledge about the village without having to go directly to the village. The development of the village Website requires an active role from the Bangsal Village community and community itself. Website management training has given to several village community participants with good results. These can be seen from the ability of participants to complete more than 70% of the tasks given by the trainer.Abstrak Desa Bangsal merupakan wilayah Sumatera Selatan yang berada dalam kabupaten Ogan Komering Ilir Kecamatan Pampangan. Desa Bangsal Memiliki Potensi yang sangat baik diantaranya susu kerbau, gula puannya, sagon, penjem (semacam yoghurt), dadih (semacam mentega untuk minyak goreng), ikan asap, kerupuk ikan dan padi rawa yang termasuk beras yang kaya zat besi (Fe). Selain itu hampir mayoritas masyarakat desa adalah peternak kerbau. Potensi yang dimiliki oleh Desa Bangsal bila dikembangkan, maka diharapkan dapat menjadikan desa sebagai salah satu desa yang memiliki kedaulatan pangan, kemandirian ekonomi dan kearifan lokal sebagai kepribadian dalam budaya. Pengembangan potensi desa yang dapat dilakukan adalah memanfaatkan Teknologi Komputer dan Informasi melalui pengembangan website desa. Website desa dapat menjadi media promosi potensi dan produk yang dimiliki Desa Bangsal. Semua orang dapat dengan mudah mencari informasi dan mengenal desa tanpa harus langsung ke desa melalui website. Pengembangan website Desa Bangsal memerlukan peranan aktif dari perangkat dan masyarakat desa. Pelatihan pengembangan dan pengelolaan website yang diberikan ke masyarakat desa menunjukkan hasil yang baik, terlihat dari tugas yang diberikan 70% dari dapat diselesaikan dengan baik.

The greater numbers of internet users the greater challenge will be tackled by ISP to provide good services but gain maximum profit. By analyzing Cobb-Douglass utility function we will obtain optimal pricing scheme. This research is based on previous research conducted by [1]

In this paper we analyze the internet pricing schemes based on bandwidth function diminished with increasing bandwidth utility function with 3 pricing strategies for homogeneous and heterogeneous consumer. The new proposed pricing schemes with this utility function will give the information to the internet service providers (ISP) Keywords: utility functions, the function of diminished bandwidth with increasing bandwidth, pricing schemes, consumer homogeneous, heterogeneous consumers IntroductionInternet has an important role in the economy and education around the world. The Internet is a multimedia library, because it has a lot of complete information. Complete information and quickly make consumers interested in becoming a consumer internet services. Consumers who make a lot of Internet Service Providers (ISPs) compete to provide services of the highest quality (Quality of Service) and the optimal prices for consumers [1]-[3]. In addition in maintaining the quality of service and optimal prices for consumers, Internet Service Provider (ISP) should also consider profits.The research on differentiated network in general network architecture with quality of service are due to [4]- [7] which then are improved by [8] in multi QoS networks and [9] in multi service networks. In particular, the recent research focus on wireless mesh QoS network architecture are due to [10], [11] that mainly discuss the advanced technology in communication network.There are some assumptions for utility function to be applied in the model but the researchers usually use the bandwidth function with fixed loss and delay and follow the rules that marginal utility as bandwidth function diminishing with increasing bandwidth [4][5][6][7][8]. The other reason dealing with the choices of utility function is that the utility function should be differentiable and easily to be analyzed the homogeneity and heterogeneity that impacts the choice of pricing structure for the companies. also contends that the utility function also can be assumed to be increasing function, strictly concave and continuously differentiable.In [15], the finding of internet charging is based on analytical steps and on CobbDouglass utility function. Other useful utility functions are provided, but only a few were discussed. Sometimes, it is more likely have a good advantage if dealing with finding the solution numerically rather than analytically, if involving many variables and parameters.So, we provide to search the optimal solutions numerically for three internet pricing schemes which are flat fee, usage-based, and two-part tariff for homogeneous and heterogeneous consumers based on function of bandwidth diminished with increasing bandwidth using LINGO 11.0 [16].

South Sumatera songket woven cloth is one of the cultural assets of South Sumatera Province which is usually used at weddings and other traditional ceremonies. One of the villages which is famous as a producer of songket cloth is a Penyandingan Village. The songket cloth industry in Penyandingan Village experienced a decline in turnover of up to 60% during the Covid-19 pandemic. This is supported by the lack of knowledge of society regarding marketing strategies and technology in marketing products. For this reason, Shopee market management training is needed for songket cloth craftsmen and the Penyandingan Village society through the Sriwijaya University Thematic Community Service team program so that the marketing of songket fabrics can reach a wide market and be able to compete with other products. The method used is the lecture method including data collection planning and implementation of activities. The research analysis uses descriptive analysis to provide a general description of the implementation of the Shopee marketplace training. After the training was carried out, Penyandingan Village society was able to understand the material and apply it directly using the Shopee application, and could be applied on a sustainable scale so that sales of songket cloth could increase. AbstrakKain tenun songket Sumatera Selatan merupakan salah satu aset budaya dari Provinsi Sumatera Selatan yang biasanya digunakan pada acara pernikahan dan upacara adat lainnya. Desa Penyandingan merupakan salah satu desa sebagai penghasil kain tenun songket di Sumatera Selatan. Selama masa pandemi Covid-19, industri kain tenun songket di Desa Penyandingan mengalami penurunan pemesanan sehingga kehilangan omzet sampai 60% dari biasanya. Hal ini didukung dengan minimnya pengetahuan masyarakat penyandingan mengenai strategi pemasaran dan teknologi dalam memasarkan produk. Untuk itu diperlukan pelatihan pengelolaan marketplace Shopee bagi pengrajin kain songket dan masyarakat Desa Penyandingan melalui program tim pengabdian KKN Tematik Universitas Sriwijaya. Kegiatan ini bertujuan memberikan pemahaman dan pengetahuan pemanfaatan marketplace

<span id="docs-internal-guid-cd6caed5-7fff-5f99-0341-cb32fa5ad787"><span>The imbalanced data affect the accuracy of models, especially for precision and sensitivity, it makes difficult to find information on minority class. The problem is identified in the tracer study dataset Universitas Sriwijaya that has 2934 data. The label attribute is divided into several label classes, namely not tight, somewhat-tight, tight, very tight, and tightest. The number of the tightest and very tight is 27% and 38.6% of the number majority classes. In the study, the SMOTE is combined with eliminating the missing value of data to handle the imbalanced data. The method was evaluated by the classification methods KNN, ANN, and C4.5. The results of these methods show a significant increase in accuracy as a whole and a significant increase in the precision and sensitivity of minority classes. The precision and sensitivity of both the majority and minority are not too different, although the number of the minority is very less compared to the majority class. the information on minority classes can be obtained with quite high precision and sensitivity. As a conclusion, the proposed method is passably to improve accuracy and greatly affects the increase in sensitivity and precision.</span></span>