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Adi Darta; Tonny Andrian Stefanus; Ester Yunita Dewi

jurnal Riset Rumpun Agama dan Filsafat 2025 Pusat Riset dan Inovasi Nasional

The thesis entitled, "Analysis of the Impact of Worship Based on John 4:23 on the Spiritual Growth of the GBI Patuha Bandung Congregation."John 4:23 can provide the teachings of the Lord Jesus about worship and the extent of its impact on the spiritual growth of the congregation. The research aims to explore how worship in the context of church services affects spiritual growth, including heart transformation, spiritual renewal, and character development in Christ. This study uses a qualitative descriptive approach to analyze the impact of worship based on John 4:23 on the spiritual growth of the congregation at Gereja Bethel Indonesia (GBI) Patuha, Bandung. Data were collected through interviews with leaders, activists, and church workers, as well as direct observations in the field. The results show that worship, as described in John 4:24, is a vital aspect of the spiritual life of the GBI Patuha congregation. The church has undergone significant transformation by shifting its focus from teaching to worship, with the aim of deepening a personal relationship with God. Worship is not only an emotional activity but also a means to strengthen faith, renew the spirit, and shape Christ-like character in the lives of the congregation. Worship grounded in the Word of God and the guidance of the Holy Spirit positively impacts the church community, encouraging active service and devotion to God and others. The congregation experiences heart transformation and spiritual renewal, which strengthens their relationship with God. Furthermore, worship focused on God encourages the congregation to live in humility, love, and obedience, as well as increasing their enthusiasm for serving. Innovations such as providing digital worship platforms also extend the church’s reach and enhance congregational involvement. This study also recommends the development of more structured worship training to deepen theological understanding and correct worship practices according to biblical principles.

Elfa Anggraini; Emmelia Nadira Satiti; Ida Ayu Kade Rachmawati K

Jurnal Manajemen Pariwisata dan Perhotelan 2025 International Forum of Researchers and Lecturers

Advances in digital technology have triggered changes in consumer behavior, particularly in decision-making in the hospitality industry, including in choosing accommodation. Online reviews on platforms such as Tripadvisor have become the main reference for prospective guests in assessing hotel quality. The purpose of this study is to determine the influence of the dimensions of Electronic Word of Mouth (E-WOM), consisting of intensity, valence, content, and rating, on consumers' decisions to stay at PO Hotel Semarang. This study applies a quantitative approach using descriptive methods. Data collection techniques were carried out through observation and the distribution of online questionnaires to 96 respondents who had stayed at or accessed reviews of PO Hotel Semarang on the Tripadvisor platform. The findings of this study show that all dimensions of Electronic Word of Mouth (E-WOM) have a positive and significant effect on the decision to stay. The dimensions of valence and rating are the most dominant factors in shaping consumer decisions. These findings indicate that digital marketing strategies through online reviews can significantly shape consumer perceptions. The QR code strategy used by PO Hotel Semarang to facilitate access to reviews proved effective in building consumer engagement and strengthening the hotel's online reputation. Therefore, hotel management is advised to manage and encourage positive reviews and enrich review content to enhance the hotel's credibility and reputation digitally.

Inabah, Sekar Farahdila; Inabah, Sekar Farahdila; Priyambodo, Syahtri Wardana

Digital Business Intelligence Journal 2025 Fakultas Ekonomika dan Bisnis Universitas 17 Agustus 1945 Semarang

This research explores the crucial role of cybersecurity in building and maintaining digital trust for e-business sustainability. The rapid digitalization era has increased business dependence on digital platforms but also brought cyber risks that can threaten customer trust and operational sustainability. This systematic literature review analyzes recent research (2021–2025) from various academic databases including Google Scholar, IEEE Xplore, ScienceDirect, Scopus, and ACM Digital Library. The research objectives are to identify the impact of cyber incidents on customer trust, analyze digital trust-building strategies, and formulate recommendations for e-business sustainability. Study results show that cyber incidents can reduce customer trust by up to 60% and cause average financial losses of $3 million per incident. However, implementing comprehensive cybersecurity strategies, communication transparency, and rapid recovery can restore trust and enhance business resilience. The research emphasizes the importance of a holistic approach that integrates security technology, risk management, and crisis communication to build a sustainable and trusted e-business ecosystem.

Dedi Gunawan Saputra; Dewi Suryaningsih Saputri; Siti Fatimah Abd. Rahman

International Journal of Educational Sciences and Languages 2025 International Forum of Researchers and Lecturers

This study investigates the effectiveness of virtual debate platforms in enhancing English as a Second Language (ESL) learners’ critical thinking, speaking fluency, and argumentation skills. The research was conducted using a quasi-experimental design with intermediate-level ESL students as participants. Data were collected through critical thinking tests, speaking fluency rubrics, and argumentation rubrics, complemented by qualitative analysis of recorded debates. The results indicate significant improvements in students’ critical thinking abilities, fluency in spoken English, and the quality of their arguments, including structure, relevance of evidence, and coherence. Furthermore, virtual debates fostered higher levels of student engagement compared to traditional classroom discussions. These findings underscore the pedagogical potential of integrating technology-based debate activities into ESL instruction, providing interactive and collaborative learning opportunities that address the limitations of conventional teaching methods. The study concludes with recommendations for incorporating virtual debates into ESL curricula and suggests future research on the use of emerging technologies such as artificial intelligence (AI) and virtual reality (VR) to further enhance language learning experiences.

Julia Nurlita; Salwa Sabria Ramadhani; Wahyunengsih Wahyunengsih

Bilangan : Jurnal Ilmiah Matematika, Kebumian dan Angkasa 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

The purpose of this study was to develop and test a mathematics learning tool using Virtual Reality (VR) technology on the Android platform. The material focused on is flat-sided spatial objects for junior high school students. The development stages were carried out through various steps, from planning to testing on students. The findings showed that the media was considered appropriate by experts, easily accessible to students, and contributed to improving learning outcomes. In addition, students appeared more enthusiastic and excited during the learning process. A review of two other articles confirmed that VR and AR-based media were able to improve understanding and make learning more enjoyable. This tool could be an interesting alternative for teaching mathematics.

Alisya Meitasari Wardani; Dinda Hafnita; Indi Isnandini Fajrin

Jurnal Ekonomi dan Keuangan Islam 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Digital technology chance in Indonesia presents both occasions and constraint for the development of Islamic economics, particularly in implementing Islamic business strategies through e-commerce. The adoption of digital technology, including Islamic fintech and halal e-commerce, has expanded market access, improved efficiency, and strengthened MSME competitiveness while adhering to sharia principles. This study employs a qualitative method using library research and the maqāshid shariah framework to examine the role of digital innovations such as fintech and blockchain in supporting Islamic entrepreneurship. The findings indicate that Islamic business strategies in the digital era have the potential to broaden international market reach, enhance transaction clarity, and reinforce compliance with sharia principles. Furthermore, digital innovation aligns with maqāshid shariah objectives, focusing on the protection of religion, life, intellect, lineage, and wealth. However, challenges remain, including low digital literacy, complex sharia regulations, and the risk of platform misuse. Therefore, cross-sector collaboration, the enhancement of digital and Islamic economic literacy, and strengthening the role of sharia e-commerce supervisory bodies are essential to build a fair and sustainable business ecosystem. With these strategic measures, digital technology integration can serve as a key instrument in strengthening the ummah’s economy, promoting financial inclusion, and positioning Indonesia as a global hub for Islamic economics.

Irman Efendi; Nada Quratul Aini

Jurnal Sistem Informasi dan Ilmu Komputer 2025 International Forum of Researchers and Lecturers

Research Method: The community and prospective parents have difficulty accessing information about TK Harapan Bunda because they often have to come directly to the school in the morning or meet the school outside of working hours. This hinders efficiency and is time-consuming for them, as well as burdening educators. Therefore, a modern solution is needed such as an official website or digital platform to facilitate access to information quickly and practically. Research Results: The purpose of implementing the system is to evaluate whether the developed system has met expectations. Through testing and implementation, the quality of the system can be assessed. Conclusion: Based on the research and implementation of the TK Harapan Bunda web-based Information System, it can be concluded that: a) The web-based information system provides easier and faster access for the community and prospective parents to obtain information about the school. b) The professionally designed website has succeeded in improving the image of TK Harapan Bunda with an attractive appearance and informative content, which promotes the school's excellent programs and achievements, thereby increasing the interest of prospective students and parental trust. c) The use of modern technology in the development of this system shows that TK Harapan Bunda is able to adapt to increasingly rapid digital developments.

Devi Daniyanti; Belsana Butar Butar

Jurnal Sistem Informasi dan Ilmu Komputer 2025 International Forum of Researchers and Lecturers

This research aims to analyze GoPay user sentiments on the X social media platform (formerly known as Twitter) using the Naive Bayes Classifier algorithm. Sentiment analysis was conducted to understand user perceptions and satisfaction levels towards GoPay digital payment services based on their shared comments and reviews. Data was collected through a tweet crawling process containing the keyword "GoPay" within a specific period. The research stages included data preprocessing (case folding, tokenizing, filtering, and stemming), sentiment labeling (positive, negative), word weighting using TF-IDF, and classification using the Naive Bayes algorithm. The results showed that from a total of 1,431 analyzed tweets, 797 data contained positive sentiments, and 643 data contained negative sentiments. With a classification accuracy rate reaching 82.94%. The most frequently positively commented factors included ease of use and offered promotions, while the main complaints were related to technical issues and customer service. This research provides insights for GoPay developers to improve services according to user feedback.  

Sri Choiriyati; Fathul amin; Dio riski saputra; Neli Septiawati Agustin; Dea Nurul Falah +4 more

ARDHI : Jurnal Pengabdian Dalam Negri 2025 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Collaboration between students and the community is a crucial strategy in village empowerment to achieve sustainable development. This study aims to describe the forms of student-community collaboration in educational programs, environmental actions, and the commemoration of the 80th Indonesian Independence Day in West Ambarawa Village, Pringsewu Regency. The method used was descriptive qualitative, with data collection techniques through observation, interviews, and documentation during program implementation. The results indicate that educational activities, including campus outreach, prevention of immorality, anti-bullying, and early childhood education (PAUD) mentoring, increased educational awareness and social literacy. Environmental actions such as mutual cooperation (gotong royong) and mosque revitalization successfully strengthened the values of mutual cooperation and environmental cleanliness. Furthermore, QRIS socialization positively impacted the digital literacy of MSMEs, while local tourism promotion increased the village's tourism potential. The commemoration of the 80th Indonesian Independence Day served as a platform for strengthening social capital and community togetherness. Despite challenges such as limited time and participation, this collaboration significantly contributed to strengthening community capacity. Further recommendations include ongoing mentoring, infrastructure support, and strengthening the role of youth to ensure the program's sustainability.

Samuel Torang Sitorus; Isram Rasal

Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi 2025 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

This research discusses the development of a donor module on the SiKembar (Barang Entry and Exit Information System) web-based application, designed to optimize the management of donor data and donation aid during natural disasters. The module is developed to facilitate the donation submission process from the public, ultimately aiming to improve coordination between the community, government, and BPBD (Regional Disaster Management Agency) of Cianjur Regency in managing and distributing post-disaster aid. The development method used in this module is web-based, utilizing PHP programming language and the CodeIgniter framework. The CodeIgniter framework was chosen for its ease of use in building structured and flexible web applications. The donor module developed is integrated into the existing SiKembar platform, allowing for more efficient and organized donor data management. The main feature introduced in this module is the donation submission, which enables the public to directly donate and track the status of their submitted donations through the platform. The results of the research indicate that this module facilitates a more structured and responsive donation submission process. Both donors and administrators can easily access and manage information related to the aid needed and the status of received donations. This enhances transparency and efficiency in donation data management while minimizing the potential for errors in aid distribution. The donor module on the SiKembar application is expected to increase the effectiveness of managing donor data and handling aid following natural disasters. With this system, the aid distribution process will be more organized and faster, while also facilitating better coordination among the involved parties. Ultimately, this module can contribute to accelerating post-disaster recovery and ensuring that aid reaches those in need in a timely manner.

Syarifudin Syarifudin; Aan Kudrotulloh; Ade Imun Romadan

International Journal of Islamic Religious Studies and Sharia 2025 International Forum of Researchers and Lecturers

The digital age has brought significant transformations to various sectors, including religious scholarship, where traditional structures of authority are being challenged by the rise of digital media and influencers. This study explores the implications of digital disruption in the Islamic context, focusing on how digital platforms are reshaping authority and epistemic legitimacy. In particular, the emergence of "religious digital creatives" is analyzed, highlighting how these influencers, often with little formal training but significant digital communication skills, have redefined religious authority. This shift away from traditional scholars, such as the ulama, who have been the custodians of religious knowledge, raises concerns about the authenticity and quality of religious teachings disseminated online. The study also examines the role of algorithm driven platforms, like AI-driven tafsir apps, and their impact on Islamic legal derivation and interpretation. While these platforms enhance accessibility, they also present challenges related to standardization and authenticity. By comparing traditional Islamic epistemology, which balances divine revelation, human reason, and scholarly rigor, with the decentralized authority of digital platforms, the study underscores the need for maintaining scholarly integrity and moral responsibility in the digital era. The research also highlights the importance of community trust in traditional scholarship, which is undermined by the lack of accountability in digital content. Ultimately, this study provides a framework for understanding the evolving relationship between Islamic epistemology and digital media, offering recommendations for preserving the core values of traditional scholarship while embracing the opportunities of digital innovation.

Yollanda Septiani; Fajrin Fajrin; Defwaldi Defwaldi

Globe: Publikasi Ilmu Teknik, Teknologi Kebumian, Ilmu Perkapalan 2025 Asosiasi Riset Ilmu Teknik Indonesia

This study aims to analyze land cover changes in Pariaman City in 2013, 2018, and 2024 using Landsat-8 imagery with the support of the Google Earth Engine (GEE) platform and the Classification and Regression Trees (CART) algorithm. Land cover change is a critical issue in Pariaman City, as population growth, infrastructure development, and economic activities have driven significant land conversion. The classification generated eight land cover classes representing the general condition of the area. The analysis revealed that rice fields were the dominant land cover in all three periods; however, they experienced a substantial decline, indicating land conversion, particularly into settlements and road networks. In addition, the area of mangrove forests and water bodies in coastal regions decreased, while plantation areas in the eastern and southern parts of the city increased. Conversely, river land cover remained the smallest category, with annual fluctuations. The identified change patterns included urban sprawl (expansion of settlements into suburban areas), the conversion of productive land into infrastructure, and coastal degradation due to human activities and natural factors. The accuracy assessment produced overall accuracy and a Kappa index above 80%, while validation using the Mapping Accuracy method through Google Earth showed per-class accuracy rates above 75%, categorized as very good. These findings indicate that the use of satellite imagery and the CART algorithm in GEE is effective for monitoring land cover dynamics while providing valuable insights for local governments in formulating sustainable development policies and managing coastal environments such as those in Pariaman City.

Dewi Ari Ani; Bulan Karima Nurani

Jurnal Ilmiah Ekonomi, Akuntansi, dan Pajak 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The emergence of various commonwealths, alliances, and other forms of inter-state organizations has significantly influenced the course of existing international cooperation. Cooperation between countries serves not only as a platform for strengthening political and social relations but also as a key element in meeting domestic needs that cannot be met independently through a country's self-help programs. Therefore, international cooperation is an aspect that is continuously maintained and strengthened by countries worldwide. Historically, cooperative relations between countries have generally developed as a result of the increasing ties that have existed over time. This dynamic involves various sectors, including economics, trade, and investment, further demonstrating the crucial role of international relations in a country's progress. Countries involved in this cooperation benefit each other, both in meeting domestic needs and in increasing their economic capacity through innovation and collaboration. The data sources for this study were obtained from documents obtained through internet media, which were then processed and analyzed to gain a deeper understanding of the impact of international cooperation. This study uses a quantitative approach, focusing on the analysis of investment flows into the country. Increased investment flows will drive higher growth in goods production, which in turn will strengthen trade activities, including exports to destination countries such as China. Furthermore, increased investment also contributes to the growth of Gross Domestic Product (GDP) in developing countries. This GDP increase will positively impact Indonesia's trade balance, particularly with China, one of its major trading partners in the Asian region.

Fathul Alwan Subandi; Masrukhin Muhsin

Jurnal Budi Pekerti Agama Islam 2025 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

The phenomenon of the fake smile has become increasingly visible in the digital era, especially through social media platforms. Such expressions are often used to mask genuine emotions such as sadness, psychological pressure, or fatigue. This study examines how the Prophetic traditions (ḥadīth) address this phenomenon in relation to sincerity, ethical conduct, and emotional balance. Three research questions are posed: (1) whether ḥadīth encourage sincerity in smiling as an act of worship, (2) how fake smiles are situated within Islamic ethical perspectives, and (3) to what extent ḥadīth provide guidance for this issue in contemporary contexts. The study applies a qualitative method, employing library research and thematic analysis of ḥadīth (mawḍūʿī). Primary data are drawn from authoritative ḥadīth collections, while secondary sources include tafsīr, classical and modern commentaries, as well as psychological literature. The findings reveal that smiling is framed as a charitable act requiring sincerity. A fake smile intended to preserve harmony may still be valued positively, but one used for manipulation or to conceal hostility conflicts with the principle of truthfulness (ṣidq) and approaches hypocrisy (nifāq). The Prophet’s balanced expressions affirm the need for sincerity in social interaction.

Andani Asmara; Rudi Rinaldo; Muhammad Afriusnaldi; Ananda Enda Nadicca; Iko Marsela

Kajian Ekonomi dan Akuntansi Terapan 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the development of the creative economy through the utilization of textile waste, particularly patchwork fabric, by leveraging digital platforms. Employing a qualitative approach with a case study method, the research involved creative entrepreneurs who transform patchwork waste into economically valuable products, such as bags, wallets, accessories, and home decorations. Data were collected using in-depth interviews, participatory observation, and document studies, and then analyzed thematically. The findings reveal that patchwork fabric waste can be successfully converted into high-value creative products through innovative designs and diversification strategies. Furthermore, the adoption of digital platforms, including social media and online marketplaces, plays a pivotal role in product promotion, enhancing brand awareness, and expanding market reach beyond local boundaries. This integration not only provides economic benefits, such as increased income for entrepreneurs and the creation of new job opportunities, but also fosters social and environmental impacts, including raising community awareness of sustainable waste management practices. The study emphasizes that the creative transformation of textile waste contributes to circular economy principles, supporting resource efficiency and reducing environmental burden. In conclusion, the integration of creativity, innovation, and digital technology utilization emerges as a sustainable strategy for developing a creative economy based on waste materials. These findings provide insights for entrepreneurs, policymakers, and communities in promoting environmentally friendly business models while simultaneously driving inclusive economic growth.

Abdillah Abdillah; Angelika Oktavia Popang Rumengan; Nur Azizah Sawir; Yusmanizar Yusmanizar

Jurnal Riset Rumpun Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

In the era of globalization, the rapid development of information technology has brought significant changes in the way people access and convey information. The presence of the Internet and social media has proven that global networks enable interaction and information exchange to occur in real time without geographical boundaries. One phenomenon arising from this development is social media, which has become a virtual space for individuals and companies to communicate directly, personally, and interactively. One of the most popular social media platforms today is Instagram, a platform that is now widely utilized by businesses, including those in the culinary industry, to build a strong brand image amid intense competition. This study focuses on the Instagram account @tastea.ig, which makes use of visual content, interactive features, and the comment section to maintain emotional connections and consumer trust. The purpose of this research is to analyze the interaction strategies of the @tastea.ig account in maintaining a positive brand image in the eyes of its followers. Instagram’s visual-centric nature allows businesses to showcase their products in an aesthetically appealing manner, drawing attention from potential customers. The strategic use of high-quality images, videos, and stories not only highlights the brand’s offerings but also creates a lifestyle around the product. @tastea.ig effectively uses these features to build an engaging presence, showing its products in an appealing and relatable context. In addition to visuals, Instagram’s interactive features such as polls, quizzes, and direct messaging foster a sense of community and direct engagement with followers. By involving followers in decision-making or seeking their opinions, @tastea.ig strengthens its relationship with its audience, making them feel valued and heard.

Nurfaiza Nurfaiza; Tengku Bella Fazilah; Suci Afriana; Mira Hindriyani; Lisa Putri Sari Fatiha

Kajian Ekonomi dan Akuntansi Terapan 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the development process of a creative economy based on bead waste and the use of digital platforms as a marketing medium to increase product competitiveness. The background of the study is based on the phenomenon of increasing volumes of waste that have not been optimally managed and the low skills of business actors in utilizing digital technology. The research method used a qualitative approach with descriptive methods. Data were collected through in-depth interviews, participatory observation, documentation, and literature studies, with informants consisting of business actors, community leaders, representatives of relevant agencies, and consumers. The results of the study indicate that processing waste into beads not only reduces environmental impacts but also opens up creative business opportunities with high economic value. The use of digital platforms has proven effective in expanding market reach, improving branding, and driving sales, although there are still obstacles in the skills of digital entrepreneurs. This study recommends strengthening digital marketing capacity and ongoing mentoring for creative waste-based entrepreneurs to achieve economic and environmental sustainability. In addition, synergy between business actors, the government, and local communities is a crucial factor in supporting the development of a waste-based creative economy. The involvement of local governments through entrepreneurship training and facilitating access to technology is essential to address the challenge of limited digital capabilities of entrepreneurs. Local communities also play a role in maintaining sustainable production and encouraging innovation in bead designs based on local culture to add value and attract market share. This collaboration can create a conducive ecosystem for the growth of creative small and medium enterprises (SMEs), while strengthening local identity and increasing product competitiveness in national and global markets. Thus, developing a waste-based creative economy and utilizing digital marketing are relevant innovative strategies in addressing current economic and environmental challenges.

Ade Lia Kurnia Safitri; Ahmad Fuad

Abstrak : Jurnal Kajian Ilmu seni, Media dan Desain 2025 Asosiasi Seni Desain dan Komunikasi Visual Indonesia

Posters are an important means of conveying information and promoting products or services to a wider audience through the power of visual communication. This research focuses on redesigning promotional and informational posters to support the marketing strategy of the Kopi Es Tak Kie website, a long-standing Chinese culinary heritage in Jakarta. The main objectives of this research are to enhance visual appeal, expand market reach, and strengthen cultural values ​​through print media designs that are representative and relevant to the development of the digital era. The approach used is visual communication design with the Design Thinking method. The stages in this method include audience needs research, design concept design, prototyping, and usability evaluation involving target respondents. In the visualization process, Figma software was used to arrange the poster layout, while Procreate was utilized to create complementary illustrations that provide an artistic and authentic feel. The resulting poster design emphasizes the use of a color palette of brick red, cream, and dark blue, combined with script and sans-serif typography. This combination was chosen to convey a cultural message while emphasizing the exclusive image of the Kopi Es Tak Kie brand. The visual harmony of color and typography enhances the cultural narrative while emphasizing the modern brand identity. The primary audience for this poster is young adults aged 22–40 who are interested in the fusion of traditional coffee culture and modern lifestyle. The findings of this study indicate that the redesigned poster is effective in bridging cultural heritage with digital branding, strengthening the identity of Kopi Es Tak Kie across both offline and online platforms. Thus, the poster medium is proven to act as a communication bridge connecting historical values ​​with contemporary marketing strategies.

Fanny Sumaedi Rabianto; Maria Kristiningsih

Jurnal Pengabdian dan Perubahan Sosial 2025 Lembaga Pengembangan Kinerja Dosen

The high consumer interest in food makes culinary businesses play a crucial role in meeting consumer purchasing interest in culinary. This is a crucial concern and task for all parties, both the government and food producers, to maintain the safety of the food they produce. Both in terms of nutrition, hygiene, safety, halal certification, and so on must be a serious concern for producers. One of the government's programs to ensure food products are safe for public consumption is by issuing distribution permits in the form of PIRT (home industry food) permits and Halal Certification, which are official guarantees from the government, so that food products can be distributed and are safe for consumption by all consumers. PIRT is issued through a supervisory body, namely the Health Office located in a Regency. Along with this, various opportunities to improve marketing performance arise through the marketplace platform. This community service approach uses an empowerment approach to the benefits of PIRT, Halal Certification and digital marketing through the marketplace platform to increase consumer trust in products and marketing performance. Through this service, the product value increases, by obtaining PIRT permits and Halal Certification, and the STIE Gentiaras student product has a wider marketing reach through the marketplace platform.

Ni Komang Ayu Karisma Dewi; Ni Nyoman Swastika Sukma Suryani; Dewa Ayu Made Sri Wijayati Utami; Made Ayu Dwi Octavanny

Jurnal Riset Rumpun Matematika dan Ilmu Pengetahuan Alam 2025 Pusat riset dan Inovasi Nasional

Weather and cloud cover are two fundamental atmospheric elements that are closely interconnected and play a vital role in understanding, classifying, and predicting atmospheric conditions. Accurate classification of weather conditions is essential not only for meteorological studies but also for practical applications in agriculture, aviation, transportation, and disaster management. Among the various statistical techniques available, correspondence analysis has proven to be an effective exploratory method for revealing associations among categorical variables by displaying their relationships in a two-dimensional graphical map. The primary objective of this study is to examine the relationship between different categories of weather conditions and levels of cloud cover using correspondence analysis. The data were sourced from the Kaggle platform, consisting of 13,200 observations with two key categorical variables: weather conditions (sunny, cloudy, rainy, and snowy) and cloud cover (clear, partly cloudy, cloudy, and overcast). This large dataset provides sufficient variability and reliability to capture the complex interdependence between the two variables. The findings reveal a statistically significant relationship between weather categories and cloud cover levels. The correspondence map visualization shows distinct patterns: clear weather is strongly associated with cloudless skies, while rainy and snowy weather conditions are predominantly linked to fully overcast skies. Cloudy and partly cloudy conditions occupy an intermediate position on the correspondence map, reflecting a transitional state between favorable and unfavorable weather. The first dimension of the map represents a spectrum from favorable weather conditions (sunny and clear) to adverse conditions (rainy and snowy), whereas the second dimension primarily reflects the intensity or density of cloud cover, ranging from thin to thick cloud layers. Overall, this study demonstrates the usefulness of correspondence analysis as an exploratory tool for meteorological data, offering valuable insights into the interrelation of weather and cloud cover categories.