The purpose of this study leads to legal action that can be done by business actors related to losses caused by fictitious orders and legal protection against business actors in online buying and selling transactions Cash on Delivery (COD) payment methods. This type of research is a juridical normative research that leads to legal norms, legal principles and using the statute approach (legislation) and supported by the fact approach (the Fact Approach) and conceptual approach (concept approach). The results of the study that the form of legal protection against business actors who are harmed by consumers is in the form of compensation and/or sanctions against consumers when consumers still do not replace the losses as intended. Although Chapter 13 of the UUPK does not specify criminal sanctions against consumers in particular, this does not mean that consumers can avoid criminal sanctions. Criminal sanctions can be imposed against consumers if the consumer's actions have met the criminal elements. The legal action of business actors against consumers who make fictitious orders can then implement the principle of strict liability, business actors who feel aggrieved over the actions of consumers who are not responsible for the goods that have been ordered can demand compensation or compensation without having to dispute the presence or absence of elements of error on the part of consumers. The threat of punishment obtained against consumers who are proven to have committed fraud will be subject to imprisonment for a maximum of four years in accordance with Article 378 of the Criminal Code.. Therefore, it should pay more attention to legal certainty regarding legal protection not only to consumers but also to business actors. Because basically losses can not only be experienced by consumers but can also be experienced by business actors.

Industry 4.0 has driven significant transformation in manufacturing maintenance strategies, particularly in the implementation of Total Productive Maintenance (TPM). This research examines the paradigm shift from conventional TPM methods to Artificial Intelligence (AI)-based approaches, utilizing a qualitative methodology with phenomenological design and participatory observation in manufacturing environments. Results indicate that integrating AI with TPM has transformed maintenance approaches from reactive to predictive, enabling real-time anomaly detection, predictive maintenance, and maintenance schedule optimization that significantly improve Overall Equipment Effectiveness (OEE). Despite providing benefits such as reduced downtime and maintenance costs, AI-based TPM implementation faces challenges including data fragmentation, skilled human resource requirements, and organizational culture resistance. The development of collaboration between industry and academic institutions, as well as investment in edge computing infrastructure, are identified as key to maximizing the potential of AI-based TPM in enhancing operational sustainability in manufacturing.

Digital technological advancements have driven a paradigm shift towards Industry 4.0, characterized by the integration of cyber-physical systems and artificial intelligence in manufacturing processes. This study analyzes the role of Internet of Things (IoT) in accelerating Manufacturing 4.0 transformation, focusing on production efficiency optimization. Through a systematic literature review of 45 Scopus-indexed journals published between 2019-2024, complemented by experimental analysis on a laboratory-scale smart factory prototype, this research examines the implementation of IoT-based technologies such as predictive maintenance and digital twins. Results demonstrate that IoT integration significantly enhances production efficiency through real-time monitoring (30% downtime reduction), predictive maintenance (20% maintenance cost decrease), and data-driven supply chain optimization (15% energy savings). Case studies from Siemens and PT. Unilever Indonesia confirm that IoT sensor integration with ERP systems improves demand forecasting accuracy by 25% and reduces production errors to 0.001%. Despite challenges including high initial infrastructure costs and cybersecurity vulnerabilities, IoT implementation offers sustainable competitive advantages through enhanced operational efficiency, quality control, and resource management.
 

JADAM is an organic farming method that has been proven to empower farmers, not only allowing farmers to make their own fertilizers and pesticides, but also returning farmers to become experts in agriculture and their own land because of the experiments and introduction of biological potential in the environment they observe. The purpose of this article is to develop a JADAM model that is adjusted to the availability of materials in the surrounding environment. It is done under the concept of organic farming, and community empowerment. This article is developed from the results of a community service activities. The findings of the research show that there are three ways of making organic fertilizer from materials found the surrounding, namely household organic waste, leaf shoots, and a combination of waste to make organic NPK. Another interesting development of the JADAM method is an organic fertilizer that can be drunk, made from fruits and vegetables. It proves that organic fertilizer is more than safe so that it can be drunk.

Accurate image segmentation is a pivotal process in medical imaging, essential for supporting diagnosis, treatment planning, and monitoring disease progression. This study evaluates the effectiveness of machine learning algorithms, including U-Net, Fully Convolutional Networks (FCNs), and Mask R-CNN, in achieving high-precision segmentation of medical images. Experimental results demonstrate that these models significantly enhance segmentation accuracy, enabling more precise diagnostic outcomes in clinical settings and advancing the development of automated medical imaging technologies.

The aim of this research is to find out what the legal consequences are of bad credit agreements where mortgage rights are not registered at the Gorontalo City National Land Agency office and to find out the factors that cause mortgage rights not to be registered. The type of research used is Normative Empirical research, using data types consisting of primary data, secondary data and tertiary data. Data collection techniques were carried out using interview, observation and literature techniques. Then the data is analyzed descriptively or provides an overview or explanation of the research subjects and objects as the results of the research conducted. The results of this research show that cases of bad credit agreements where mortgage rights were not registered at the national land agency office have occurred in the city of Gorontalo. So the legal consequence obtained from this case is that the bank as the creditor cannot prosecute in court because the mortgage which is used as collateral is not registered. Clearly this is detrimental and does not provide legal certainty for both parties concerned, especially because registration of mortgage rights determines the birth of mortgage rights. Then there are several factors that cause the mortgage rights not to be registered, namely, negligence on the part of the land owner, administrative obstacles, financial difficulties, approval from related parties and so on.

The aim of this research is to find out the process and implementation of land registration in Hutuo Village, as well as to find out the factors that cause problems in land registration in Hutuo Village. The type of research used is Empirical Legal research. Data collection techniques were carried out using interview techniques and literature. Then the writer will analyze the data obtained in the research process descriptively, in this case the researcher will describe the description of the research subjects and objects as the results of the research he conducted. The results of this research indicate that land registration in Hutuo Village in view of Government Regulation Number 24 of 1997 is still not optimal. This is proven by the data in Hutuo Village where there are still a large number of unregistered land cases. However, the cases of land that have not been registered have not been resolved, due to the background obstacles that influence the achievement of legal certainty in the Hutuo Village. The suggestion in this research is that the Government, especially the Regional Office of the National Land Agency in Gorontalo Regency, continues to strive to carry out more outreach to the people of Hutuo Subdistrict to carry out land registration so that they can have a certificate to obtain legal certainty.

This research explain how to implement civil cases settlement before and after the implementation from of E-Court system in electronic and conventional court. on this case it explains that civil cases settlement in a modern manner is described according to Supreme Court Regulation Number 7 of 2022 while conventionally described according to HIR / RBG. Before the advent of  system E-Court, the testing method was conducted conventionally. The optimization of these two forms of civil case settlement is then examined according to Law Number 48 of 2009 concerning Judicial Power where the judiciary is administered out with the principles of simple, fast and low cost. This research is a normative legal research with Statute Approach and Conceptual Approach methods. The research concluded: first, the existence of court dualism is still needed for justice seekers who still need conventional lawyers. Second. The implementation of Civil Case Settlement with the presence of E-Court as an effort to realize the principles of simple, fast and low cost in reality has not been optimal, however, E-Court has not fully resolved the cases received by the Supreme Court and the lower courts. That is, most cases are still conducted conventionally.

The aim of this research is to discuss defaults in rental agreements for flats for low-income communities in the city of Gorontalo in light of law number 20 of 2011 concerning flats. By reviewing the issues regarding the form of implementation of the rental agreement and the legal consequences of non-performance in the agreement, this research can benefit from this. The method used in this research is an empirical legal research method. The results of this research suggest that it is necessary to provide legal education to flat tenants by implementing the contents of the rental agreement as well as the responsibility of the government as the manager of the flat, then carrying out good coordination between the relevant and authorized parties in resolving a case/case.

Poetry is a form of a variety of literature and language that is bound by rhythm, meter, rhyme, as well as the arrangement of lines and stanzas, and based on its types, poetry has several types of narrative, lyric, and descriptive. The relationship between types of poetry and writing poetry is that poetry is a literary work that contains the poet's responses and opinions about various things. Students prefer to rewrite poetry that has been presented in books, so research on the suitability of the title and content needs to be carried out to develop students' abilities. The poems written by students in this research were poetry compositions that they wrote themselves. What is related to cohesion in student poetry starts from diction. Choosing the right and appropriate words to express an idea or thought. Poetry is the result of a poet's interpretation of life. This is how. Using Indonesian, the words literature, susastra, literature and literature have different meanings. The word literature used to be written as literature, but as language developed it was later written as literature. The word literature comes from Sanskrit, namely from the root word cas and the addition -tra. The word cas means 'to teach', while the suffix -tra means 'tool'. So, castra means 'tool for teaching'.