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This study examines the differences between Micro, Small, and Medium Enterprises (MSMEs) and large corporations in utilizing e-commerce platforms for digital promotion, particularly through collaborations with influencers. The rapid development of digital technology has reshaped business competition and created unequal access to market opportunities, where corporations benefit from strong financial capacity, formal contractual structures, and comprehensive legal compliance, while MSMEs often struggle with limited resources, inconsistent product legality, and informal promotional arrangements. This research aims to analyze comparative practices in digital promotion between the two business scales and evaluate how regulatory frameworks support digital fairness for MSMEs within Indonesia’s e-commerce ecosystem. Using a qualitative method that combines literature review and in-depth interviews with three influencers, the study reveals significant distinctions in collaboration patterns, compensation systems, marketing flexibility, and legal assurance. The findings indicate that MSMEs exhibit higher adaptability and openness toward emerging creators, whereas corporations demonstrate stronger professionalism but lower responsiveness due to bureaucratic structures. The research further highlights persistent digital inequality shaped by differences in legal awareness, operational capacity, and marketing strategy. These findings imply the importance of enhancing MSME digital literacy, strengthening contractual governance, and improving regulatory responsiveness to ensure equitable participation in the digital market. Strengthening cooperative efforts between government, digital platforms, and influencer communities is essential for building a fairer and more inclusive e-commerce environment.

Sugar consumption in Indonesia remains high, with diabetes affecting 20.4 million people. This condition has prompted the government to introduce an excise policy on Minuman Berpemanis Dalam Kemasan (MBDK) to reduce sugar intake. Social media, particularly the X platform, serves as a medium for the public to express their opinions regarding this policy. This study aims to analyze public sentiment toward the MBDK excise policy using a lexicon-based approach for data labeling and the Multinomial Naive Bayes algorithm with unigram and bigram feature extraction. The initial results show that the highest performance was achieved using 5-Fold Cross Validation, with an average accuracy of 83%, precision of 84%, recall of 75%, and an F1-Score of 77%. After applying data balancing using Stratified Cross Validation combined with Borderline-SMOTE and limiting the features to the 700 most frequent terms, the model’s performance improved. The best results were obtained with 10-Fold Cross Validation, achieving 86% accuracy, 84% precision, 83% recall, and an F1-Score of 83%. These findings indicate that the Multinomial Naive Bayes model can effectively classify public sentiment regarding the MBDK excise policy after the data balancing process.

The community service program in Purworejo Village, Sragi District, Pekalongan Regency, was implemented to enhance the capacity of local MSME actors in utilizing digital technology as a modern marketing tool. The program adopted a participatory approach involving youth organizations, business actors, village authorities, and the implementation team in every stage of the activity. Assistance included field observation, data collection, content development training, and the creation of a dedicated MSME website as a shared promotional platform. The results indicate significant social changes within the community, including improved digital literacy, stronger awareness of the importance of technology-based marketing, the emergence of local youth as digital facilitators, and the development of collaborative working patterns in managing digital media. These findings reinforce that participatory-based mentoring can strengthen community capacity in adopting technology, consistent with theoretical perspectives that position the community as key agents of local development. Therefore, the program not only produced a functional digital product in the form of an MSME website but also laid the foundation for a more adaptive, competitive, and sustainable village economic ecosystem..

The rapid advancement of digital technology has transformed online media into a primary source of real-time information for the public. This study examines the role of journalists at Radar Bogor in presenting news and conducting digital promotion through local online platforms. Employing a descriptive qualitative approach, the study analyzes how journalists curate trending topics such as social assistance, K-pop, tourism, culinary content, and music to align with audience interests and enhance reader engagement. Findings indicate that Radar Bogor journalists act not only as information providers but also as mediators who ensure news accuracy, relevance, and clarity. Furthermore, they develop creative promotional content that supports local businesses and community initiatives, strengthening the platform’s competitiveness in today’s crowded digital media landscape. The study concludes that journalists play a dual role: maintaining journalistic quality while optimizing digital promotional strategies to expand audience reach. These insights contribute to understanding the evolving responsibilities of local online journalists in the era of digital media.

This study investigates strategies for improving social rehabilitation services for people with physical disabilities through technology-based approaches and family involvement at UPT Social Rehabilitation Bina Laras Pasuruan, East Java. Employing a qualitative case study design, data were collected through in-depth interviews, focus group discussions, observation, and documentation with rehabilitation staff, persons with disabilities, family members, and technology specialists. Findings reveal that integrating digital technologies—including mobile health applications, telemedicine platforms, and assistive devices—significantly enhances service accessibility and monitoring capabilities. Structured family involvement programs, encompassing psychoeducation sessions, home-based care training, and support groups, demonstrate substantial improvements in rehabilitation outcomes. Critical success factors include adequate technological infrastructure, staff digital literacy, family commitment, and inter-agency coordination. Challenges include the digital divide, resistance to technological adoption, and sustainability concerns. The research concludes that a hybrid model combining technology-enabled services with intensive family participation offers the most promising approach and recommends policy frameworks that institutionalise these innovations while ensuring equitable access across diverse beneficiary populations

The development of digital da'wah demands a more in-depth, comprehensive, and data-driven methodological approach. However, contemporary da'wah research is still dominated by descriptive analysis that stops at mapping surface phenomena without exploring the underlying causal factors that determine the long-term effectiveness of da'wah. This weakness is increasingly apparent in the use of SWOT analysis, which has been widely applied in da'wah studies, but tends to be limited to producing categorization tables without an operational epistemic basis. Meanwhile, the era of digital da'wah presents a new, complex reality, where da'wah success is influenced not only by surface interactions such as the number of viewers, impressions, or follower growth, but also by latent factors such as audience cognitive motivation, platform algorithms, digital cultural context, identity construction, and societal value systems. This study aims to formulate a new methodological model through the integration of SWOT and the Iceberg approach to address this methodological stagnation. The research was conducted using qualitative methods based on literature analysis, comparative studies of strategic analysis models, and the construction of a conceptual model. The results show that the SWOT-Iceberg integration is able to produce a more multidimensional framework for digital da'wah analysis: SWOT diagnoses surface symptoms, while Iceberg explores patterns, causal structures, and mental models that shape phenomena. This combined model enables the development of more accurate, adaptive, and evidence-based da'wah strategies. It is concluded that the SWOT–Iceberg integration significantly contributes to the development of modern da'wah methodology by encouraging a shift from descriptive research to transformative diagnostic analysis, while simultaneously strengthening the scientific character of da'wah as an academic discipline based on a critical and measurable knowledge system.

This study analyzes the influence of Digital Marketing Strategy and Brand Image on consumer purchasing decisions and tests the role of Brand Awareness as a moderating variable at Moringa Coffee and Eatery. Data collection was conducted using a Likert scale questionnaire and processed using SmartPLS 4.0 with a quantitative PLS method approach. The results show that Digital Marketing Strategy and Brand Image have a significant effect on purchasing decisions. However, Brand Awareness does not act as a moderating variable because it does not strengthen the relationship between the two on Purchase Decisions. These findings emphasize the importance of optimizing digital marketing strategies and strengthening brand image, as well as the need to increase brand awareness in order to support the effectiveness of marketing strategies. Furthermore, the study highlights that consumers tend to make purchasing decisions based on the perceived value and credibility presented through digital platforms, making consistent online engagement crucial. Improving brand awareness may require more targeted promotional activities, interactive content, and customer involvement to build a stronger emotional connection with the brand. Overall, these results provide valuable insights for managers aiming to enhance competitiveness and customer loyalty in the digital marketplace.

This research has a purpose to determine the effect of online transaction security on purchasing decisions through the Shopee application. The respondents consisted of 74 students from the Digital Business Study Program at Universitas Amikom Purwokerto who actively use Shopee. This research employed a quantitative descriptive method with simple linear regression analysis. The results indicate that online transaction security has a positive and significant effect on purchasing decisions, with a regression coefficient of 0.887 and a significance value of 0.000. The coefficient of determination of 35.2% shows that transaction security contributes to purchasing decisions, while the remaining percentage is influenced by other factors. The higher the level of security perceived by consumers during online transactions, the greater the likelihood of making a purchase. These findings highlight the importance of improving security systems and information transparency on e-commerce platforms such as Shopee to create a safe, comfortable, and trustworthy shopping experience for users.

This study examines the inconsistency between the messages and behaviors of online preachers from Generation Z within the perspective of Islamic education. In the digital era, social media platforms such as TikTok, YouTube, and Instagram have become primary spaces for modern da’wah that are interactive and appealing to younger audiences. However, this advancement also presents significant challenges, particularly the dissonance between the Islamic values conveyed and the preacher’s actual behavior in the public sphere. This research employs a library research method by analyzing theories of communication, digital media, and Islamic education. The findings indicate that the main factors contributing to this inconsistency include algorithmic pressure from social media, commercialization of da’wah, lack of religious mentorship, and the digital culture of Gen Z that prioritizes popularity. From the standpoint of Islamic education, this phenomenon underscores the importance of integrating digital literacy, online preaching ethics, and character formation into both formal and non-formal educational curricula. Therefore, this study recommends strengthening the role of Islamic educational institutions in guiding young preachers so that digital da’wah remains ethical, educational, and truly reflective of authentic Islamic moral and spiritual values.

This study examines the integration of Islamic digital literacy into Islamic Religious Education (PAI) as a preventive effort against the negative impacts of social media on Generation Z. The background of this research arises from the increasing dependence of Gen Z on digital platforms, which significantly influences their religious understanding, behavior, and character development. The study aims to identify the level of students’ digital literacy, explore how PAI teachers integrate Islamic values into digital learning activities, and analyze the implications of this integration for students’ online behavior. Using a sequential explanatory mixed-methods design, quantitative data were collected through Likert-scale questionnaires, followed by qualitative data obtained from interviews and documentation. The findings reveal that Gen Z demonstrates high social media engagement but limited critical abilities in verifying online religious information, making them vulnerable to misinformation, moral degradation, and unhealthy digital habits. However, when PAI instruction incorporates Islamic digital literacy—such as tabayyun, ethical communication, and value-based content analysis—students show improved critical thinking, ethical awareness, and responsible social media use. The study concludes that integrating Islamic digital literacy into PAI provides a strategic educational framework to strengthen students' digital ethics, enhance their resilience against harmful online content, and promote a balanced, value-driven engagement with digital media.

This study aims to analyze Indibiz Bogor’s digital marketing strategy in enhancing brand awareness through the use of Instagram Reels, with a specific focus on the role of content creators in planning, producing, and optimizing short-video content. As social media increasingly becomes a primary promotional channel, businesses are required to produce creative and relevant content capable of attracting and engaging audiences effectively. This research employs a qualitative approach, with data collected through observation, interviews, and documentation conducted during October–November 2025. The findings show that content creators play a strategic role in idea development, trend analysis, audience needs identification, and producing visual materials that align with Indibiz’s brand identity. Instagram Reels are proven effective in increasing audience engagement, expanding reach, and strengthening brand perception across digital platforms. However, several challenges persist in the production process, including suboptimal internal coordination, sudden concept revisions, and limited production time. These findings highlight the importance of more structured content planning, improved team communication, and consistent performance evaluation to optimize Indibiz’s digital marketing efforts and maximize their impact on brand awareness.

The rapid expansion of e-commerce in Indonesia has resulted in a significant rise in the number of customer reviews, which serve as a valuable source of insight for understanding consumer satisfaction. This study aims to classify or identify sentiments from product reviews on the Tokopedia platform into three categories, using the Support Vector Machine algorithm. The classification method data were ethically collected through web scraping and include review text, ratings, and the number of “likes.”  The preprocessing stage involved several NLP techniques such as pre-procesesing data representation was generated using the Term Frequency–Inverse Document Frequency method, while the issue of class imbalance was addressed using the Synthetic Minority Over-sampling Technique.  Based on the test results, the SVM model achieved an accuracy of 79.48% on the test data using a linear kernel, showing the best performance in classifying positive sentiments. However, the classification of neutral and negative sentiments still requires improvement. This study demonstrates that the combination of the TF-IDF method, additional numerical features, and data balancing techniques can produce an an efficient sentiment analysis model within the e-commerce domain.

The main problem with the water heating system on offshore platforms is the absence of water level monitoring and automatic overflow detection. This has the potential to cause hot water spills that endanger workplace safety and operational efficiency. This research designs and implements a water level monitoring system based on the Arduino Uno microcontroller with HC-SR04 ultrasonic sensors. The system is equipped with LED indicators, a buzzer alarm, and a 16x2 LCD to display water level status in real-time. Water levels are classified into three zones (low, medium, high), and overflow is detected if the water is within 3 cm of the sensor. Testing was conducted on a 5-liter simulation tank representing actual 500-liter tank conditions. Test results showed a reading accuracy of 96% and a quick system response to overflow conditions (<1 second). This system is economical, easy to develop, and highly applicable for offshore environments. In addition, this system can be integrated with IoT technology for remote monitoring.

The rapid rise of Indonesia’s digital economy is changing how people participate as citizens and how their consumer rights are protected. This study explores the legal dimensions of digital citizenship through a normative juridical review of the Consumer Protection Law, the Electronic Information and Transactions Law, and the Personal Data Protection Law. Although these laws provide basic safeguards, significant problems remain such as data privacy violations, unclear algorithmic practices, cross-border legal barriers, and deceptive online advertising. Low public legal awareness and the absence of a unified dispute-resolution system further leave consumers vulnerable to powerful global digital platforms. The study argues that stronger protection requires embedding digital citizenship principles into Indonesia’s legal framework, harmonizing national rules with international standards, enhancing platform oversight, and improving digital literacy. In conclusion, a flexible and forward-looking legal approach is crucial to making consumer protection a core part of digital citizenship and ensuring public trust and human rights in the digital era.

The development of social media as a space for disseminating information has presented opportunities as well as challenges in religious learning for students. TikTok, as a digital platform that is popular among the younger generation, provides a variety of Islamic content with the theme of fiqh and morals that have the potential to affect users' religious understanding. This study aims to analyze the influence of Islamic content on TikTok with the theme of fiqh and morals on the religious knowledge of students of the PAI Study Program UIN Palopo. The research method used a quantitative approach with multiple linear regression analysis of 268 respondents selected through random sampling techniques. The results of the study show that the content of fiqh has a positive and significant effect on students' religious knowledge, so that content that contains explanations of the laws of worship can improve religious understanding. Moral content has also proven to be significant, especially because of the presentation of moral values that are simple and relevant to student life. Simultaneously, the two variables contributed 61.3% to the increase in religious knowledge. These findings confirm that TikTok plays a role as an effective informal learning medium, although the limitations of the duration of the content make the understanding formed not always deep. This research implies the need to strengthen digital literacy and students' critical attitudes in filtering religious content so that the understanding obtained is more comprehensive and accurate.

Motorcycle communities not only function as a platform for hobbies but also as a medium for shaping identity and image within society. In this context, the role of Public Relations is crucial in maintaining reputation and building positive relationships with the public. A strong brand image helps the community sustain its existence while countering the negative stigma often associated with motorcycle groups. This study aims to explore and analyze the Public Relations planning of Biker Jowo Depok in maintaining its brand image, using the RPACE model (Research, Planning, Action and Communication, Evaluation) by Cutlip & Center (2017). The theoretical framework of this research refers to the concept of Public Relations planning by Cutlip & Center. The method used is qualitative descriptive, with data collection techniques including in-depth interviews, secondary data from the website and Instagram, as well as documentation. Data validity was tested through source triangulation involving the public and community members. The results show that Biker Jowo Depok implements all four dimensions of Public Relations planning according to the RPACE model. The community utilizes social media and various offline activities to build a positive image based on Javanese cultural values, such as togetherness (guyub), social awareness (tanggap), and cultural preservation (nguri-uri). Evaluation is carried out periodically through social media engagement analysis and feedback from members. The main challenges faced include negative stereotypes toward motorcycle communities and competition with other groups. However, through adaptive and collaborative Public Relations strategies, Biker Jowo Depok has succeeded in maintaining its image as a professional, culturally-rooted, and socially conscious community.

This research aims to examine the contribution of the Price Variable, Promotion Variable, and Product Rating Variable to Consumer Purchase Intention for Wardah cosmetic products on the Shopee e-commerce platform. The type of research used is a quantitative approach with data collection techniques through questionnaires distributed to respondents, namely consumers who have purchased Wardah cosmetic products on the Shopee e-commerce platform. The data obtained were analyzed using multiple linear regression techniques.The findings show that the Price variable contributes significantly, indicating that the more appropriate and affordable the price offered is in accordance with consumers’ perceived value, the higher their intention to purchase Wardah products on the Shopee e-commerce platform. Promotion is also proven to make a significant contribution to Purchase Intention, meaning that the more effective, informative, persuasive, and attractive the promotional activities are (both online and offline), the stronger the consumers’ motivation to purchase Wardah products on Shopee. Product Rating also has a significant contribution to Purchase Intention, indicating that the higher the ratings or positive reviews given by other users, the greater the consumers’ interest in purchasing Wardah products on Shopee. Good ratings can lower perceived risk, increase trust, and encourage consumers to make purchases, especially on e-commerce platforms.This research emphasizes the importance of pricing strategies, improving promotional quality, and managing product reviews and ratings as efforts to increase consumer interest and purchase decisions.

This study aims to examine the role of Sharia Financial Institutions (SFIs) in strengthening sharia financial literacy as a preventive measure against illegal online lending practices in Indonesia. The study uses a descriptive qualitative method through literature review and normative legal analysis of fintech regulations (POJK 77/2016, PBI 19/12/PBI/2017, PDP Law 27/2022, and DSN-MUI Fatwa 117/2018) as well as various studies related to Islamic financial literacy, the role of LKS, and the phenomenon of illegal online lending. The results of the analysis show that Islamic financial literacy still lags behind conventional financial literacy, while the educational and social roles of LKS have not been fully utilized. On the other hand, the legal framework for fintech is adequate, but weak in terms of implementation and public literacy. This study recommends strengthening LKS literacy strategies based on community and digital platforms and developing Islamic microfinance as a safer alternative to illegal online loans.

Digital information literacy and digital informal learning are especially fundamental in improving the efficiency of teachers instruction within a context of limited resources such as Islamic secondary schools of Southern Pakistan. This paper examines how digital competencies (ex: information literacy, technology use, and communication) and digital informal learning (e.g.: self-directed learning thru online platforms) make teachers able to deliver engaging lessons, manage classrooms, and encourage student-centered learning. Although interest in digital education is increasing, little research has considered such aspects in rural to Islamic schools. In a quantitative research, 450 teachers of Islam secondary schools and Southern Punjab comprised the purposive sample in which the structured questionnaires were administered and assessed using SPSS v 22, descriptive statistics, correlation and multiple linear regression. Results have shown that increased digital capabilities lead to a strong increase in instructional effectiveness, whereas digital informal learning brings cultural awareness and invention of new practices in teaching. A combination of these factors enhances the delivery of the lesson, student participation, and classroom management. The research suggests considering digital competency training and informal learning materials as part of teacher development companies in order to improve educational performance in the under-resourced Islamic schools.

This study investigates the influence of the vocabulary terms “selumbari” and “tulat” on efforts to develop and cultivate the Indonesian language, particularly through expanding public lexical awareness via social media. These two terms, originating from local linguistic traditions, possess significant potential to be integrated into modern Indonesian as part of cultural preservation and the strengthening of national linguistic identity. The research employed a descriptive quantitative method, collecting data through the dissemination of educational videos and Google Form questionnaires on social media platforms such as Instagram, WhatsApp, and TikTok. Respondents consisted of students, university students, the general public, and various other social groups. Analysis of responses from 20 participants revealed that most respondents had never heard or read the words “selumbari” and “tulat.” However, the majority stated that both words were easy to understand and contributed positively to vocabulary development in Indonesian. The findings indicate that social media plays a strategic role in introducing and popularizing new vocabulary to a wide audience. This study also highlights the importance of vocabulary enrichment as part of ongoing Indonesian language development, ensuring that the language remains adaptive to contemporary changes while representing local cultural richness. The implications of this research may serve as a reference for educators, linguistic institutions, and policymakers in formulating strategies to enhance vocabulary literacy, especially among younger generations.