Berita online berasal dari berbagai sumber portal berita yang tersedia secara luas di dunia maya. Namun, berita online yang melimpah dapat mengesampingkan detail dan keakuratan berita karena tujuannya untuk memberikan informasi terkini sebanyak mungkin. Ketersediaan berita online di internet dapat menyebabkan penerimaan informasi yang berlebihan, memberikan pemahaman yang kurang jelas mengenai substansi berita tersebut. Oleh karena itu, penting untuk menemukan representasi dokumen berita online guna memahami inti dari berita tersebut. Penelitian ini fokus pada menghasilkan ringkasan berita online multi dokumen dari ekstraksi fitur dan proses klasifikasi menggunakan support vector machine. penelitian ini mengklasifikan berita multi dokumen menggunakan ekstraksi fitur Sentence Scoring dan SVM. Sentence Scoring digunakan untuk input pada metode SVM agar dapat melakukan proses klasifikasi untuk menentukan hasil ringkasan. Hasil pengujian menunjukkan bahwa Fold 3 memberikan hasil terbaik, dengan rata-rata Recall 0.946, Presisi 0.487, dan F-Measure 0.634. ROUGE-1 juga mencapai nilai tertinggi pada Fold 3, yaitu 0.946. Faktor kunci dalam hasil peringkasan adalah proses ekstraksi fitur menggunakan Sentence Scoring dan pelatihan data dengan SVM. Fitur seperti data numerik dan kemiripan antar kalimat berpengaruh signifikan terhadap hasil akhir dari peringkasan.

Based on population projection data, it is estimated that in 2017 there will be 23.66 million elderly people in Indonesia (9.03%). The number of elderly people is predicted in 2020 (27.08 million), 2025 (33.69 million), 2030 (40.95 million) and 2035 (48.19 million) (Ministry of Health RI, 2017). The prevalence of dementia (per 1000 people) in Indonesia in 2005 was 191.4 incidents, in 2020 it is estimated to be 314.1 incidents, and will increase in 2050 to around 932 incidents. The data obtained in the work area of the Telaga District Public Health Center were 134 elderly , of which 38 had dementia. From the results of interviews obtained from health workers at the puskesmas and families, they said that often the elderly forgot many activities such as bathing, taking medicine and others, so the family had to remind them to take a bath, take medicine and so on . Further interviews conducted by researchers on the elderly, some said that they rarely consume vitamins, especially vitamin D, are lazy to exercise, do light activities or sunbathe every morning which can increase the risk of developing dementia.

Background: Acute Lung Oedema (ALO) is an emergency condition that requires immediate action and has fatal and more dangerous consequences which will disrupt the gas exchange process in the alveoli due to the alveoli being filled with fluid. Based on the results of the initial survey in the ICU room at Tangerang Regional Hospital, it was found that the number of ICU patients with cases of pulmonary edema or ALO in 2023 was 14 people and from June to January 2024 there were 14 people. Nursing actions as an evidence base that can be provided include sucking mucus for less than 15 seconds and emptying the ETT cuff periodically. This implementation can increase airway clearance, thereby preventing accumulation of secretions that can cause aspiration. Proving the theory through providing nursing care carried out 5x with results showing that providing mucus suction in less than 15 seconds, and emptying the ETT cuff periodically, can improve the airway clearance status as indicated by a decrease in sputum production, color and consistency. Method: This writing method uses patient intervention and observation carried out for five days, to determine the patient's condition and provide appropriate nursing care which is then documented. Results: Based on the results of the monitoring carried out, it can be concluded that there are differences in the conditions of secretion production before and after the suction intervention was carried out by deflating the ETT (Cuff) balloon for 5-15 seconds. With the results criteria, secretion production is reduced. Conclusion: for patients with thick and purulent secretions, suction by deflating the ETT balloon (Cuff) becomes more effective and secretion production decreases. Nursing actions as an evidence base that can be given include sucking mucus for less than 15 seconds and emptying the ETT cuff periodically.

Pasar saham Indonesia merupakan pilar ekonomi yang vital, memfasilitasi perolehan modal bagi perusahaan serta menawarkan peluang investasi bagi individu hingga korporasi besar. Keberhasilan investasi sangat dipengaruhi oleh kemampuan memahami faktor-faktor yang menentukan pergerakan harga saham. Teknologi dan analisis data, khususnya melalui algoritma Decision Tree, dapat membantu memprediksi pergerakan Indeks Harga Saham Gabungan (IHSG), sehingga mendukung keputusan investasi yang lebih baik. Pengabdian masyarakat bertajuk "Optimasi Investasi di Pasar Saham Indonesia" dirancang untuk meningkatkan literasi investasi di kalangan mahasiswa, pengusaha dan pemegang saham, melalui pengembangan system analisis berbasis Decision Tree untuk prediksi IHSG. Program ini mencakup penelitian awal, pengembangan dan validasi model prediksi, pelatihan dan edukasi, implementasi, serta evaluasi dan penyempurnaan berbasis MOS, dengan tujuan akhir meningkatkan keberhasilan investasi di pasar saham Indonesia, seraya mengintegrasikan pengetahuan di bidang komputer, AI, dan keuangan. Materi pelatihan mencakup dasar analisis teknikal dan fundamental, analisis Decision Tree, optimasi portofolio, dan strategi manajemen risiko, dilengkapi dengan alat machine learning. Evaluasi pasca pelatihan menggunakan metode Mean Opinion Score (MOS) menunjukkan tingkat kepuasan tinggi dengan skor 97.08% untuk Fungsionalitas, 96.09% untuk Keandalan, dan 98.09% untuk Kegunaan, menekankan efektivitas algoritma Decision Tree dalam memprediksi IHSG dan meningkatkan keputusan investasi.

Marketing digitalization is something that cannot be avoided by MSMEs to improve their business performance. The obstacles faced by MSME players in the supporting cities of Banten Province, namely Serang and Cilegon, where they still have not utilized access to digital media in their business activities, namely because they still have business ideas that are carried out only to meet the needs of the local community or around them, they still do not master marketing methods with digital media. Such as.Whatsapp, Instagram, Facebook, or other marketplaces. The aim of implementing PKM is that it is hoped that MSME actors can apply various training materials and continue and develop marketing through digital media, including digital market platforms, namely those developed by the government and the private sector.

The development of the digital world today is very rapid, in fact progress every year cannot be avoided in the online world. This really affects all sectors, including the business world and the economic sector. One of the digital-based business sectors is e-commerce. The word e-commerce actually comes from English, namely electronic commerce or electronic commerce. And like trade that is carried out directly or face to face, e-commerce also includes the process of promoting, purchasing and marketing products. This research uses a qualitative approach with descriptive research. If the definition of a descriptive method is as follows: a method used to study a group of people, an object, a set of conditions, a system of thought, or a category of events at that time. a systematic, fact-based and precise description, picture or painting of the facts, character and connections of the phenomena studied. During the research and up to the interview and observation stage, the informant did not object to providing information to the researcher. The informants in this research are as follows:Abah (informan) The first informant was an informant named Abah. This Abah was the first informant that researchers were able to interview and observe directly at the location. This is done directly so that you know and see directly how to make it, the process and the final result of the boboko craft. Based on the results of the discussion and explanation above, it can be concluded that, E-commerce is a very easy sale nowadays, which can be accessed by everyone throughout the world who understands the challenges of e-commerce. In contrast to this research, they want to sell their handicrafts via e-commerce / shop, but there are many obstacles that they don't understand, from the flow of creating an account, marketing and the process of sending the goods they want to sell.

The aim of preparing this article is to analyze inclusion and an inclusive, learning-friendly environment in public schools. The research used interview and direct observation methods at SDN 196/II Taman Agung and SDN 224/II Sijau. Inclusion is a form of equality and a form of realizing education without discrimination where children with special needs and children in general can receive the same education. Meanwhile, an inclusive environment that is friendly to learning can be interpreted as involving all students without exception.

This paper aims abnalyze The physical and psychosocial development of children and adolescents is a broad topic and complex. Children begin to develop the ability to think, learn, and remember, and begin to develop the ability to control emotions and interact with people other. In adolescence, individuals experience a transition between childhood and adulthood adult life is characterized by biological growth and development and psychological. Children's physical and psychosocial development of adolescents can begin with an explanation of the importance of understanding physical and psychosocial development during childhood and adolescence. Matter This is because this period is a very important period in a person's life, in where many significant changes and developments occurred. Additionally, understanding of Physical and psychosocial development during childhood and adolescence is also very important for parents, teachers and health workers in providing appropriate care and upbringing. Physical development during childhood and adolescence includes growth and development of body organs, nervous system, and motor abilities. Meanwhile development Psychosocial includes emotional, social and cognitive development. During childhood, Physical and psychosocial development is greatly influenced by the environment and upbringing accepted. Meanwhile, during adolescence, physical and psychosocial development is influenced by internal and external factors, such as hormonal changes, social environment, and pressure from friends peer. In discussing children's physical development and adolescent psychosocial development, it needs to be emphasized that each individual has different developments, depending on factors which influences it.

During childhood, the development of a child involves several key aspects. Firstly, the physical development aspect encompasses the skeletal and muscular systems, as well as the development of motor skills. Secondly, health and safety become important focuses by providing adequate physical exercise to meet national targets and prevent children's inactivity. The processing of information and intelligence in cognitive development emphasizes repetition, organization, comparison, and the emergence of information. The division of intelligence into emotional and spiritual intelligence provides an additional dimension to understanding child development. Piaget's approach, particularly the concrete operational stage, describes a phase in which children use operations and logical reasoning in concrete situations. Lastly, in cognitive development, language becomes an important tool for communication, both in oral and sign forms.

The aim of this research is to find out how this curriculum is implemented, in Indonesian language lessons in class VII MTs Negeri 3 Subang, how the independent curriculum is implemented. This research was conducted qualitatively and data was collected through observation, interviews and questionnaires. The research results show that the Project Based Learning (PBL) approach, formative evaluation and literacy improvement for students, are all used to adopt the independent curriculum. The implementation of this curriculum has resulted in increased student independence and the development of soft skills. Overall, the Merdeka Curriculum at MTs Negeri 3 Subang supports student independence, facilitates critical learning, and develops Pancasila character. The obstacles faced require further attention to increase the effectiveness of curriculum implementation, although there are obstacles related to the availability of books and teacher understanding. The effectiveness of the curriculum is assessed through student self-evaluation and teacher observation. Limited resources and teachers' understanding of the curriculum are some of the obstacles. This research provides insight into the difficulties and opportunities of an independent curriculum to improve the quality of education at the secondary level.