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In recent decades, artificial intelligence (AI) has significantly advanced and shown great potential across various fields, including bioinformatics. This paper examines current trends in AI applications within bioinformatics, highlighting future potentials and the challenges of integrating these technologies. The research utilizes secondary data collection from scientific literature, books, conference reports, and official documents on AI and bioinformatics, sourced from reputable databases like Scopus, IEEE, PubMed, and Google Scholar. Through comparative analysis, similarities, differences, and technological advancements were identified and discussed. Descriptive narrative interpretation was employed to provide a holistic view of AI trends and potential in bioinformatics. Key findings indicate that AI, particularly machine learning and deep learning, is instrumental in genomic data analysis, protein structure prediction, drug discovery, and clinical bioinformatics. Furthermore, the study underscores the benefits of AI in enhancing data analysis accuracy and efficiency, while addressing ethical and technical challenges. Future prospects emphasize the importance of interdisciplinary collaboration to fully leverage AI's capabilities in bioinformatics.

The development of Micro, Small and Medium Enterprises (MSMEs) has a strategic role in improving community welfare, especially in rural areas. This research aims to analyze the strengths, weaknesses, opportunities and threats (SWOT) faced by coconut processing MSMEs in Gesikharjo Village, Palang District. Data was collected through in-depth interviews with MSME actors, field observations, and document analysis. The research results show that the main strengths of these MSMEs are the availability of local raw materials and community support. However, weaknesses such as technological and management limitations are still challenges. Opportunities such as increasing demand for processed coconut products in local and national markets provide bright prospects, although threats such as price competition and global market fluctuations still need to be watched out for. Research recommendations include strengthening the managerial capacity of MSME players, product innovation, and collaboration with the government and private sector to create a sustainable business ecosystem.

The application of sharia accounting in business is becoming increasingly relevant along with the growth of the global sharia economy. Sharia accounting, which is based on the principles of fairness, transparency and fair sharing of risks, offers a unique approach to financial management. This research uses a qualitative method based on literature review to explore the challenges, prospects and solutions for implementing sharia accounting in modern business. The research results show that the main challenges include limited competent human resources, sharia accounting standards that are not yet uniform, digitalization which requires technological adaptation, and a lack of social and cultural acceptance. On the other hand, the prospect of sharia accounting has great potential in increasing stakeholder trust, expanding access to sharia markets, and strengthening the company's ethical image. To overcome these challenges, solutions are needed such as the development of comprehensive sharia accounting standards, increasing human resource competence, investment in supporting technology, transformation of conventional paradigms, and multilateral cooperation between government, academics and the business sector. This research provides strategic insight into how sharia accounting can be applied effectively to support ethical and sustainable business growth.

The purpose of this research is to analyze the correlation between capital structure, profitability, and stock market value, proxied by the price-to-book ratio. The capital structure variable is measured using DER, while profitability is measured using the ROA. In this study, the data used comes from the financial statements of property and real estate companies listed on the IDX during the period of 2020 to 2023. This study applies multiple linear regression analysis with the help of SPSS to process data obtained from 22 purposively selected companies over four years. The research concludes that capital structure and profitability are crucial factors that can influence stock prices. These results indicate that companies need to focus on improving profitability and maintaining healthy debt management to enhance their value in the eyes of investors. Additionally, investors should not rely solely on the PBV when evaluating investment prospects.

Still today, Indonesia's agricultural industry provides the bulk of the country's GDP. Agricultural output and job prospects are deteriorating as a result of the COVID-19 pandemic, which is particularly severe from 2020 to 2022. These underlying causes highlight the need of having a framework to estimate and anticipate output for the next year. The objective is to examine how the transition of farm and non-agricultural labour has affected family welfare in the districts of West Aceh and South Aceh. Shift Share and Location Quotient (LQ) are the tools used in this study. Using the contribution criterion in particular, LQ analysis is a powerful analytical technique for revealing an area's economic foundation. One way to look at regional economic development is via shift share analysis, which tracks how a key indicator of regional economic growth changes or increases over a certain time period. Agriculture, forestry, and fisheries make up the basic sector in South Aceh Regency's LQ calculation. The manufacturing industry, construction, financial and insurance services, and government administration, defence, and compulsory social security make up the other three subsectors. Agriculture, forestry, and fishing make up the backbone of West Aceh Regency's LQ calculation. The quarrying and mining industry. All sectors in South Aceh Regency had a negative value in the GRDP of South Aceh Regency shift share study, which suggests that overall, the sectors in South Aceh Regency are not expanding faster than their counterparts in Aceh Province and West Aceh Regency. All of the sectors in West Aceh Regency's GDRP are positive, which indicates that overall, the South Regency's sectors are developing at a quicker rate than both Aceh Province and South Aceh Regency's sectors.

Biosensors are analytical devices that combine biological sensing elements with physicochemical detectors to provide rapid, accurate, and cost-effective solutions for medical diagnostics. Globally, these devices have revolutionized the detection and monitoring of diseases, significantly impacting patient outcomes. In Indonesia, the adoption and development of biosensor technology have accelerated over the past decade, particularly in response to the growing healthcare needs and the government's push for technological innovation. This study aims to review and analyze the development and application of biosensors in Indonesia medical diagnostics sector between 2014 and 2024. The research focuses on identifying key technological advancements, the integration of biosensors into healthcare, the challenges faced in their development and deployment, and the prospects for future growth. The study employs a comprehensive literature review and analysis of scientific publications, industry reports, and government documents related to biosensor technology in Indonesia. The review covers the evolution of biosensing materials, point-of-care testing applications, integration with digital health technologies, and regulatory frameworks. Data were synthesized to provide a detailed overview of the current state of biosensor technology and its impact on medical diagnostics in Indonesia. The findings indicate significant advancements in biosensor technology, particularly in the development of novel nanomaterials, the integration of biosensors with mobile health (mHealth) platforms, and the expansion of point-of-care testing (POCT) for infectious diseases. However, the sector faces challenges, including technological limitations, regulatory hurdles, and economic constraints, which have slowed the widespread adoption of biosensors in clinical settings. Despite these challenges, the future of biosensors in Indonesia appears promising, with continued investment and innovation expected to drive further advancements in this field.

The Community Service Program, which is being carried out by KKN students from the National Development University "Veteran" East Java, aims to provide knowledge and practical skills to the community, particularly PKK mothers RW 03 Babatan Jati Village, Sidoarjo, in processing traditional medicinal plants, ginger, into high-value products, namely gummy candy. This session included a firsthand demonstration of the gummy candy-making process, with ginger extract as the key ingredient. The outcomes of this exercise demonstrated that the participants were quite enthusiastic, as seen by their active engagement in discussions and activities. The finished product was gummy candy with a unique ginger scent and a chewy texture, which is expected to generate new economic prospects in the local community. This initiative is also designed to increase community welfare and develop relationships between students and the local population.

Leaders can influence individuals or groups to achieve goals. If most of the employees' needs are not met, managers must be able to adjust their leadership style and know how to identify and adapt to changes in employees' needs. Otherwise, employees will not have good prospects in the organizational world. Millennial leaders, who are mostly members of an organization or team, are driven by the millennial generation and face more complex challenges. Because they value freedom, flexibility, open communication, supervisors and colleagues, and the use of technology, millennials are more difficult to retain within a company. The aim of this research is to determine whether adaptive leadership styles are effective in managing the current millennial generation. This study is qualitative and uses data analysis methods in a literature review. The goal is to discover and examine effective leadership styles and techniques for millennials. The results indicate that adaptive leadership approaches are beneficial as they help individuals overcome difficulties and adapt to changes. However, adaptive management theory also has its weaknesses. For instance, it is unclear how the key components of the adaptation process work and how these relationships support the adaptation process. According to Rainer Turangan (2015), a good leader should be able to adapt to uncertain future conditions, work across countries and cultures, and create a creative environment.      

The ornamental fish business is experiencing quite rapid development and has promising economic prospects. Ornamental fish is one of the fishery commodities that has the potential to become an export commodity because ornamental fish originating from Indonesia are in great demand by the international market. The development of the ornamental fish market is increasing but is not followed by a sufficient number of ornamental fish breeders and the lack of regulation of marine ornamental fish exporters in Indonesia, can trigger exporters to over-exploit natural ornamental fish to meet the needs of the ornamental fish market which can result in several species of marine ornamental fish It is threatened with extinction and causes the destruction of coral reefs because several types of coral reefs have direct symbiosis with fish. This research uses qualitative research methods or field research depending on what happens in the field, in this case PT Agung Aquatic Marine. The data analysis used is qualitative descriptive data analysis with data collection techniques through observation, interviews and documentation. Based on sales data for ornamental Clownfish (Amphiprion Ocellaris) from 2022 to 2023, sales show that sales continue to increase. Meanwhile, Clownfish (Amphiprion Ocellaris) which experienced a decrease in orders from customers include Clownfish (Amphiprion Ocellaris) with size (S). This could be caused by the quality of the fish not matching the customer's taste. However, there are also Clownfish (Amphiprion Ocellaris) whose orders continue to increase every month, such as Clownfish (Amphiprion Ocellaris) with size (M) and Black Clownfish (Amphiprion Ocellaris). This is because these ornamental fish have good quality according to customer tastes. Direct marketing of Clownfish ornamental fish (Amphiprion Ocellaris) at PT Agung Aquatic Marine can be said to be effective because it has been able to achieve sales targets and company goals that have been previously set.

This research was conducted to observe the life of the church at the Tangkiling Station in the light of the Church as the Mystical Body of Christ. People in the Tagkiling Station are less actively involved in church life. Through this study, it is hoped that the people of Tangkiling station will be able to realize the meaning of themselves as the Church of the Mystical Body of Christ which is realized in the life of church. The method used in this research is qualitative method with data collection technique in the form of literature study, observation, front of interview and documentation. The research steps include conservations with informants, informant profiles, theme determination, reflection, implications, syhthesis, prospects or possibilities that will occur. The results show that the people at Tangkiling Stastion have a good church life and it is in accordance with the Church as the Mystical Body of Christ but they do not understand deeply about the meaning of the Church as the Mystical Body of Christ because it has never been given a prior understanding. The inhibiting factors for civic engagement are the lack of people understanding about the meaning of the Church as the Mystical Body of Christ, occupation, transportation and distance and dissent. So the pastoral step that is expected to be able to answer the problem is by conducting continuous catechesis, active involment of pastoral partners anda approaches through visits.

This research was conducted to observe the life of the church at the Tangkiling Station in the light of the Church as the Mystical Body of Christ. People in the Tagkiling Station are less actively involved in church life. Through this study, it is hoped that the people of Tangkiling station will be able to realize the meaning of themselves as the Church of the Mystical Body of Christ which is realized in the life of church. The method used in this research is qualitative method with data collection technique in the form of literature study, observation, front of interview and documentation. The research steps include conservations with informants, informant profiles, theme determination, reflection, implications, syhthesis, prospects or possibilities that will occur. The results show that the people at Tangkiling Stastion have a good church life and it is in accordance with the Church as the Mystical Body of Christ but they do not understand deeply about the meaning of the Church as the Mystical Body of Christ because it has never been given a prior understanding. The inhibiting factors for civic engagement are the lack of people understanding about the meaning of the Church as the Mystical Body of Christ, occupation, transportation and distance and dissent. So the pastoral step that is expected to be able to answer the problem is by conducting continuous catechesis, active involment of pastoral partners anda approaches through visits.

The non-cyclical consumer sector is a stock sector issued by companies with businesses that are not affected by seasons or economic cycles in a country. The products or services sold are basic necessities that people always need, so their sales are not affected by economic conditions. The non-cyclical Consumer Sector is related to company value through various factors. Non-cyclical consumer sector companies produce or distribute anti-cyclical goods and services, which are not affected by economic growth. This need must exist and cannot be eliminated from daily use, so that this sector experiences growth in line with population growth and an increase in people's income. For companies that have been listed on the stock exchange, an increase in company value is equivalent to an increase in share price. Meanwhile, for companies that have not yet been listed on the stock exchange, the company's value will be reflected in things such as company sales, business prospects, level of risk faced, market conditions and other factors. Therefore, analysis of the factors that influence the value of banking companies is very important.    

This study aims to analyze the impact of social media marketing strategies and prospective students' perceptions on their decision-making process in choosing an educational institution. The research employs a quantitative approach. Data was collected through questionnaires distributed to 50 purposively selected respondents, specifically prospective students considering Institut Teknologi Del as their higher education option. Multiple linear regression analysis was used to process the collected data, examining the causal relationship between the independent variables (social media marketing and perception) and the dependent variable (college selection decision).The findings indicate that effective social media marketing strategies and positive perceptions among prospective students significantly influence their decision to choose a higher education institution. The results reveal that improving the quality and reach of social media marketing, as well as fostering positive perceptions about the institution—such as academic quality, facilities, and graduate career prospects—can increase prospective students' interest in selecting Institut Teknologi Del as their place of study.

The basic materials sector company is one of the sectors that is expected to have bright prospects in the future and is one of the sectors that has a sizable role in contributing raw materials. If we look at the stock prices of several basic materials companies, they have experienced erratic increases and decreases. The high and low stock prices are influenced by how the company's financial performance is. The data used in this research is secondary data, namely in the form of annual reports of companies in the basic materials sector for 2017-2021. This research is descriptive with a quantitative approach. The statistical method used is simple regression analysis, panel data regression method, F test, t test, and analysis of the coefficient of determination. The results showed that environmental costs had a partial positive and significant effect on the financial performance of basic materials sector companies listed on the Indonesian Sharia Stock Index. Environmental performance had a partial positive and significant effect on financial performance in basic materials sector companies listed on the Sharia Stock Index. Indonesia. Then environmental costs and environmental performance have a positive and significant simultaneous effect on financial performance in basic materials sector companies listed on the Indonesian Sharia Stock Index.

Mining companies are one of the companies that have great prospects in the future. Mining companies are one of the corporate sectors that are targeted for investment, this causes investors to often calculate share returns for their investments in companies in this sector. Stock returns in companies tend to fluctuate or experience erratic increases and decreases in stock returns. The increase or decrease in stock returns is caused by internal and external factors, internal factors can be seen through financial reports and external factors can be seen from macroeconomic and other factors. This research is secondary data, namely it comes from financial reports of mining companies registered in JII70 for the 2018-2022 period. This research is included in the type of quantitative research, using Eviews as a statistical medium and the statistical methods used in this research are multiple linear regression analysis, panel data testing, classical assumption testing, and hypothesis testing. while the results of this research show that partially both Net Profit Margin and Price To Book Value have a positive and significant effect on Stock Returns as well as simultaneously Net Profit Margin and Price To Book Value together or simultaneously have a positive and significant effect on Stock Returns while inflation weaken the relationship Net Profit Margin and Price To Book Value on Share Returns in mining companies registered on JII70.

This study examines the role of Cepagan Village weaving in the development of the creative economy in Warungasem District, Batang Regency, Central Java. Using a qualitative approach and case study design, this study explores the economic and social contributions of the weaving industry, the challenges faced, and development strategies in the context of the creative economy. The results of the study show that Cepagan weaving plays an important role in cultural heritage preservation, product innovation, and cross-sector collaboration. This industry has a significant impact on job creation, increasing regional income, and economic multiplier effects. However, challenges such as competition with modern products, regeneration of artisans, and limited market access need to be overcome. Development opportunities through digitalization, ecotourism, and collaboration with the fashion industry open up new prospects for the sustainability of the weaving industry. This research provides valuable insights into the integration of traditional crafts into the modern creative economy and can be a reference for the development of local wisdom-based community empowerment policies and programs.

The community service program in Kartikajaya Village aims to utilize local economic potential by making mangrove planting a tourist attraction. The village has suitable geographical conditions for ecotourism development, but the lack of community awareness and understanding of the benefits of mangroves is a major challenge. The program involves the local community in mangrove planting and maintenance activities, as well as providing education on the importance of mangroves in maintaining the balance of coastal ecosystems and increasing the village's tourism attractiveness. The results of this program showed an increase in community awareness of the importance of environmental conservation, as well as an increase in the number of tourist visits to the village. Thus, mangrove planting not only serves as an environmental conservation effort, but can also make a positive contribution to the economy of the surrounding community through the development of river cruising ecotourism.

Land classification for oil palm plantations is an important topic in agricultural and plantation development. In this research, the local binary pattern (LBP) method and support vector machine (SVM) classification were used to identify oil palm plantations from aerial photography images. The main challenge in this process is accurately distinguishing oil palm fields and forests that have similar patterns and colors in satellite images. The LBP method is used to extract important texture features from images, while SVM is used to build a classification model based on these features. The test results show that using this method provides an accuracy value of 83.33% in the classification of oil palm land images. The development of oil palm plantations in Indonesia is becoming increasingly important as investment prospects strengthen. This research helps develop image classification technology to support the agricultural industry.

This research aims to compare education in Salafi and modern Islamic boarding schools in Indonesia. Salafi Islamic boarding schools tend to maintain the teaching of the Yellow Book and traditional methods, while modern Islamic boarding schools integrate religious education with general education and technology. The library study method is used to collect and analyze data from various sources such as books, journals and related articles. The research results show that Salafi Islamic boarding schools remain focused on teaching the classical books of the Islamic religion without adopting a modern curriculum, while modern Islamic boarding schools offer more integrated education by combining religious and general curricula, as well as modern technology. These differences are reflected in the teaching methods, curriculum structures, and leadership approaches in both types of Islamic boarding schools, which is important for understanding their contribution to developing the character and knowledge of young people and supporting the formation of more inclusive education policies in Indonesia.

The communications technology industry is a dynamic industry and is always changing along with developments in the business environment. Technology companies often learn new individual needs as quickly as possible which forces companies to innovate business models, and this industry has promising prospects because the market is getting bigger. The aim of this research is to analyze the structure, behavior and performance of companies that dominate the communications technology industry. This research uses secondary data with qualitative and quantitative approaches obtained directly through intermediary media. The sample collection method used was the non-participant observation method. Data analysis techniques use concentration ratio analysis, HHI index test, descriptive analysis. The results of this research show 1) The market structure of the communications technology industry is proven to be an oligopoly. 2) The market structure in the communications technology industry is influenced by company behavior. 3) Market structure and company behavior influence company performance. The implications of this research are that structure, behavior and performance influence each other in the communications technology industry.