This article discusses the role of social media in catechesis to build faith in the digital age. The digital age has brought about major changes in the way we communicate and access information. Social media, as a product of the digital technology revolution, has become a highly efficient and effective means of communication, connecting individuals around the world quickly and easily. The Catholic Church views social media as an important tool for evangelization, faith formation, and spreading the values of love and truth. Through social media, the Church can influence more people to take the message of Christ to different corners of the world and offer new opportunities for catechesis to reach out to people and nurture their faith. Digital catechesis is a very effective tool in educating and deepening the faith of the people, creating a lively and dynamic atmosphere of faith. The church has an important role in guiding its people to integrate their faith in digital life, making technology a tool to strengthen faith and Christian values. This article provides some suggestions for the effective use of social media in catechesis, such as the development of innovative catechesis programs, digital education for parishioners, collaboration with communities and technologists, and evaluation of the impact of social media use. In this strategy, the Church can utilize social media to strengthen the faith of the people and create a more faithful and dignified community in the digital age.

Sekolah merupakan sebuah institusi yang bertanggungjawab untuk menyelenggarakan pendidikan dan salah satu hal yang menunjang dalam menyelenggarakan pendidikan adalah adanya media pembelajaran yang baik dan bervariatif. Salah satu sekolah yang ada di kabupaten Temanggung yaitu SMPN 2 Kledung. SMPN 2 Kledung menjadi salah satu lembaga pendidikan yang mengalami cukup kesulitan dalam mengembangkan media pembelajaran yang berkualitas khususnya video pembelajaran. Kegiatan pembelajaran SMPN 2 Kledung masih dilaksanakan secara konvensional. Kendala ketersediaan peralatan dan media pembelajaran yang berbasis TIK menjadi tantangan utama. Video pembelajaran yang digunakan di SMPN 2 Kledung didapatkan para guru dari youtube dan media sosial. Kendala yang dihadapi oleh para guru adalah karena video yang diambil dan bukan membuat sendiri, maka materi yang diberikan tidak semuanya sesuai dengan yang diinginkan oleh pengajar. Selain itu, kebanyakan materi tersedia dalam bahasa inggris yang akan sulit dipahami oleh peserta didik. Padahal video pembelajaran yang ada sangat menarik karena mengabungkan antara tampilan pembicara dan juga materi yang disampaikan. Target luaran kegiatan ini adalah Meningkatnya pemahaman peserta tentang membuat konsep video pembelajaran yang diterapkan dalam pembuatan naskah. Meningkatnya ketrampilan peserta tentang cara mengambil video pembelajaran yang baik dan menarik. Meningkatnya ketrampilan peserta tentang editing video, serta distribusi video yang sesuai untuk peserta didik. Rencana kegiatan yang akan dilakukan dengan cara memberikan materi dan praktik tentang membuat konsep video dan pembuatan naskah, memberikan materi dan praktik tentang teknik mengambil video, dan memberikan materi dan praktik tentang editing video dan menyiapkan video yang siap didistribusikan.

Lembaga kesehatan yang dapat diakses untuk memperoleh pelayanan kesehatan dasar untuk bayi dan balita adalah posyandu. Salah satu posyandu yang ada di Kota Semarang adalah Posyandu Bougenville Kelurahan Patemon. Posyandu Bougenville melayani penimbangan balita dan imunisasi, Tenaga sukarelawan kesehatan yang telah mendapatkan pelatihan, serta memberikan panduan kesehatan bagi ibu hamil dan ibu menyusui. Kader dan peserta Posyandu sering mengalami kesulitan dalam proses pencarian data. Hal ini disebabkan karena selama ini pencatatan data ditulis secara manual menggunakan tangan. Peserta juga jarang mendapatkan beberapa informasi tentang hasil pencatatan di posyandu. Kendala lain yang dihadapi oleh Posyandu Bougenville adalah ketika jumlah peserta yang banyak ketika ada sebuah event tertentu. Kader posyandu mengalami kesulitan dalam melakukan proses pengolahan data karena banyak data yang sama dicatatkan berulang-ulang sehingga mengakibatkan redudansi data. Hal ini menyebabkan kader Posyandu terkadang melakukan kesalahan dalam penghitungan data saat pembuatan laporan kegiatan Posyandu di tingkat Kelurahan.

This research focuses on car classification and the use of the ResNet-50 neural network architecture to improve the accuracy and reliability of car detection systems. Indonesia, as one of the countries with high daily mobility, has a majority of the population using cars as the main mode of transportation. Along with the increasing use of cars in Indonesia, many automotive industries have built factories in this country, so the cars used are either local or imported. The importance of car classification in traffic management is a major concern, and vehicle make and model recognition plays an important role in traffic monitoring. This study uses the Vehicle images dataset which contains high-resolution images of cars taken from the highway with varying viewing angles and frame rates. This data is used to analyze the best- selling car brands and build car classifications based on output or categories that consumers are interested in. Digital image processing methods, machine learning, and artificial neural networks are used in the development of automatic and real-time car detection systems.The ResNet-50 architecture was chosen because of its ability to overcome performance degradation problems and study complex and abstract features from car images. Residual blocks in the ResNet architecture allow a direct flow of information from the input layer to the output layer, overcoming the performance degradation problem common in neural networks. In this paper, we explain the basic concepts of ResNet-50 in car detection and popular techniques such as optimization, augmentation, and learning rate to improve performance and accuracy. in this study, it is proved that ResNet has a fairly high accuracy of 95%, 92% precision, 93% recall, and 92% F1-Score.

Segment Anything Model (SAM) is a model capable of performing object segmentation in images without requiring any additional training. Although the segmentation produced by SAM lacks high precision, this model holds interesting potential for more accurate segmentation tasks. In this study, we propose a Post-Processing method called Conditional Matting 4 (CM4) to enhance high-precision object segmentation, including prominent, occluded, and complex boundary objects in the segmentation results from SAM. The proposed CM4 Post-Processing method incorporates the use of morphological operations, DistilBERT, InSPyReNet, Grounding DINO, and ViTMatte. We combine these methods to improve the object segmentation produced by SAM. Evaluation is conducted using metrics such as IoU, SAD, MAD, Grad, and Conn. The results of this study show that the proposed CM4 Post-Processing method successfully improves object segmentation with a SAD evaluation score of 20.42 (a 27% improvement from the previous study) and an MSE evaluation score of 21.64 (a 45% improvement from the previous study) compared to the previous research on the AIM-500 dataset. The significant improvement in evaluation scores demonstrates the enhanced capability of CM4 in achieving high precision and overcoming the limitations of the initial segmentation produced by SAM. The contribution of this research lies in the development of an effective CM4 Post-Processing method for enhancing object segmentation in images with high precision. This method holds potential for various computer vision applications that require accurate and detailed object segmentation.

Perkembangan teknologi di bidang smartphone meningkat setiap tahun. Berbagai smartphone dengan spesifikasi yang lebih canggih selalu bermunculan. Banyaknya produk smartphone yang ada di pasaran, dengan spesifikasi yang bervariasi, membuat masyarakat menjadi kesulitan dalam memilih. Survei awal dilakukan dengan 33 responden dan 25 di antaranya menjawab bahwa mereka bingung ketika mencari smartphone yang sesuai dengan kebutuhan dan budget. Pencarian smartphone masih terbilang sulit karena membutuhkan waktu dalam menggali informasi melalui review dari YouTube dan informasi di internet, demi mendapatkan smartphone yang sesuai. Berdasarkan masalah ini, solusi yang ditawarkan berupa sebuah aplikasi Sistem Pendukung Keputusan menggunakan metode Weighted Product, dengan menggunakan kriteria seperti RAM, prosesor, internal, layar, kamera utama, dan kapasitas baterai untuk membantu dalam memilih smartphone yang sesuai dengan pengguna. Semua rekomendasi smartphone yang dihasilkan oleh aplikasi telah sesuai dengan hasil perhitungan metode Weighted Product. Survei juga dilakukan kembali kepada responden yang sama, dan 31 dari 33 responden menjawab bahwa aplikasi yang dihasilkan penelitian ini membantu mereka memilih smartphone lebih cepat karena tidak perlu menghabiskan waktu untuk mencari informasi di YouTube dan internet.

Millennium era has been marked off by the horrific alert of the human extermination one of which is in the cutthroat tragedy of 09/11 in 2001, Indonesia is no exception. The series of terrorist attacks and suicide bombings that have recurred almost every year since 2000 behooves the Indonesian stakeholders to giving their very eyes on the roots of the problem. In Karen Armstrong’s viewpoint, the savagery of that extremist attack that slay thousands of people has nothing to do with religion alone, but dominantly also with economic cliff and political havoc in both national and global level. But she also calls to mind that it does not mean that religion has nothing to do with any barbarous acts. The atrocities in the name of religious motives in some aspects are convincingly the constant implications of the imparity of political economy. Terrorism and the similar acts of villainy instigated by the religious ideology are like “rotting fruit” of its main tree, fundamentalism. Fundamentalism is categorized as one of the huge challenges Indonesia has been facing along the post-Reform era. This article examines the problem of the absence of social justice and multidimensional approach of development at all level as the backbones and the determining factors of the emersion of the Indonesian fundamentalism.