Adequate sanitation is crucial for human health and well-being, yet billions worldwide lack access to basic facilities. This comprehensive review examines the emerging field of intelligent sanitation systems, which leverage Internet of Things (IoT) and advanced Artificial Intelligence (AI) technologies to address global sanitation challenges. The existing intelligent sanitation systems and applications is still in their early stages, marked by inconsistencies and gaps. The paper consolidates fragmented research from both academic and industrial perspectives based on PRISMA protocol, exploring the historical development, current state, and future potential of intelligent sanitation solutions. The assessment of existing intelligent sanitation systems focuses on system detection, health monitoring, and AI enhancement. The paper examines how IoT-enabled data collection and AI-driven analytics can optimize sanitation facility performance, predict system failures, detect health risks, and inform decision-making for sanitation improvements. By synthesizing existing research, identifying knowledge gaps, and discussing opportunities and challenges, this review provides valuable insights for practitioners, academics, engineers, policymakers, and other stakeholders. It offers a foundation for understanding how advanced IoT and AI techniques can enhance the efficiency, sustainability, and safety of the sanitation industry.

Artificial Intelligence (AI) has become a pivotal force in transforming the retail industry, particularly in the online shopping environment. This study investigates the impact of various AI applications—such as personalized recommendations, chatbots, predictive analytics, and social media engagement—on consumer buying behaviors. Employing a quantitative research design, data was collected from 760 respondents through a structured online survey. The snowball sampling technique facilitated the recruitment of participants, focusing on diverse demographics and their interactions with AI technologies in online retail. The findings reveal that AI-driven personalization significantly enhances consumer purchase intentions and satisfaction. Multiple regression analysis shows that AI personalization (β = 0.35, p < 0.001) has the most substantial impact on purchase intention, followed by chatbot effectiveness (β = 0.25, p < 0.001), predictive analytics (β = 0.20, p < 0.001), and social media engagement (β = 0.15, p < 0.01). Similarly, AI personalization (β = 0.30, p < 0.001), predictive analytics (β = 0.25, p < 0.001), and chatbot effectiveness (β = 0.20, p < 0.001) significantly influence consumer satisfaction. The hierarchical regression analysis underscores the importance of ethical considerations, showing that ethical and transparent use of AI increases consumer trust and engagement. Model 1 explains 45% of the variance in consumer behavior (R² = 0.45, F = 154.75, p < 0.001), while Model 2, incorporating ethical concerns, explains an additional 10% (R² = 0.55, F = 98.25, p < 0.001). This study highlights the necessity for retailers to leverage AI technologies ethically and effectively to gain a competitive edge, improve customer satisfaction, and drive long-term success. Future research should explore the long-term impacts of AI on consumer behavior and the integration of emerging technologies such as augmented reality and the Internet of Things (IoT) in retail.

The construction of practical education bases in the construction of medical colleges in vocational colleges is an important way to meet the teaching requirements of medical courses and reflect the comprehensive practical education ability of vocational colleges. For medical students in vocational colleges, the improvement of practical ability is also an important way to continuously enhance and improve their professional and technical abilities. This article analyzes the construction of relevant training bases in the field of medical imaging, and explores the scientific methods for teaching and constructing traditional Chinese medicine imaging professional bases in vocational colleges through four typical paths: basic construction of practice bases, effective management of practice bases, targeted practical abilities, and professional skill training for cultivating teacher teams.

The study examines the economic and social impacts of a Southeast Asian multinational company operating in the northwestern region of Hungary, with a particular focus on the local labor market and community responses. The research aims to explore the company’s location choice motivations, its integration process into the local economy, and its cooperation with the local government and communities. The research provides a comprehensive picture of the company’s impacts by employing qualitative and quantitative methodologies—including management interviews and household surveys. The findings indicate that the company has significantly increased employment, enhanced infrastructure, and promoted cultural diversity. However, challenges related to cultural integration persist. The study offers valuable guidance for policymakers and businesses on leveraging the economic benefits of foreign investments and fostering cultural cooperation. Future research could delve deeper into the long-term socio-economic impacts.

This study aims to explore the precise characteristics of the issue of bequests, not solely from a jurisprudential perspective as is common among researchers, but also by linking it to its role in community development and progress. Bequests serve multiple functions that represent the ethical and cultural objectives of Sharīʿah [the ‘Divine Legislation’], which manifest in the process of uniting members of a single society. This is achieved through their contribution to building bonds of affection and compassion among individuals. Additionally, bequests have economic dimensions that consider the interests of the needy and provide them with resources to elevate their living standards. The study also presents a comparison between the contract of bequest an inheritance contract in Islamic Sharīʿah and secular laws, particularly Western ones. This is done by examining the mechanisms employed in enforcing bequests and understanding the interests sought in each, highlighting the distinct features of Islamic Sharīʿah in its consideration of kinship and both private and public interests, aiming to clear religious liability and via promoting community development while prioritizing moral and societal values. Accordingly, this study, in its examination of the subject, seeks to investigate the essence and objectives of bequests and extract the meanings endorsed by the majority of scholars who permitted bequests to heirs, conditional upon the consent of the remaining heirs. This approach considers both the significance of maintaining harmonious familial ties, and the positive impact this has on individual and community development. This will then be compared to some methods that strictly define inheritance in certain Western societies. The researcher employed both analytical and comparative methodologies, in line with the study’s requirements, noting that the nature of the research opens horizons for understanding the approaches of non-Islamic countries regarding the issue of wills, the importance of exploring the culture of the other and its foundational references, the impact of Islamic laws on others, and how the laws upon which Islamic legislations were established have benefited from Western legal obligations. This represents an extension that goes beyond legislative codification to a cultural exchange that allows us to build intellectual communication with the other, placing this research before a fundamental problem embodied in the following question: To what extent do bequests contribute to community development? And what are the communicative dimensions that comparative legislation on bequests with the other offers us?