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The rise of social media has created a digital public sphere that enables users to express their opinions on social and political issues openly and in real-time. One of the most discussed topics on social media platform X is the trending hashtag #IndonesiaGelap, which reflects public concern and criticism regarding various governmental and societal conditions. This study aims to conduct sentiment analysis on tweets containing the hashtag to determine the overall sentiment trend among users. The method employed in this research is the Naive Bayes classification algorithm, known for its simplicity and effectiveness in text classification. To enhance the model’s performance, Particle Swarm Optimization (PSO) is applied to optimize feature selection and parameter tuning. The dataset consists of public tweets collected via the Twitter API, followed by preprocessing, feature extraction using TF-IDF, and sentiment classification into three categories: positive, negative, and neutral. The results indicate that the integration of PSO significantly improves the classification accuracy of the Naive Bayes model compared to the baseline. The majority of tweets related to #IndonesiaGelap exhibit a negative sentiment, indicating widespread public dissatisfaction and criticism. This research is expected to contribute to a better understanding of public perception and serve as valuable input for stakeholders in addressing social issues in the digital age.

Computers in one of the network companies at PT. Estrada uses the Fortinet operating system. The final result expected through this implementation is to comprehensively see the capabilities of the firewall on Fortinet in overcoming the problem of blocking social media applications and streaming platforms during working hours. Blocking the application in question is the ability to filter web processes such as Facebook, Instagram, YouTube, etc. In the tests carried out, web filtering was able to block applications on social media and streaming platforms, which proves that the performance of web filtering is quite good. In analyzing web filtering performance, use the office hour rule tool by carrying out the rule schedule in the Fortinet network and displaying all the information in detail. The final result obtained in the network application filtering simulation process using Fortinet is that every network sent cannot be entered (blocked) on both social media applications and streaming platforms.

Perkembangan teknologi digital dan media sosial telah mendorong pentingnya kemampuan personal branding bagi generasi muda, khususnya siswa sekolah menengah atas. Personal branding menjadi salah satu strategi yang dapat membantu individu membangun citra diri positif, meningkatkan kepercayaan diri, serta mempersiapkan diri menghadapi dunia pendidikan maupun karier di masa depan. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan pemahaman siswa mengenai pentingnya personal branding melalui workshop interaktif di SMA Negeri 1 Batujaya. Kegiatan melibatkan 12 siswa yang terdiri atas duta siswa dan perwakilan aktif sekolah. Metode pelaksanaan dilakukan melalui penyampaian materi, diskusi, praktik sederhana, dan refleksi bersama. Evaluasi dilakukan secara kualitatif melalui observasi partisipatif dan umpan balik peserta selama kegiatan berlangsung. Hasil kegiatan menunjukkan bahwa peserta memiliki antusiasme tinggi serta mengalami peningkatan pemahaman mengenai pentingnya membangun citra diri positif dan penggunaan media sosial secara lebih strategis dalam mendukung pengembangan diri. Pendekatan partisipatif melalui workshop interaktif dinilai efektif dalam meningkatkan keterlibatan peserta selama kegiatan berlangsung.

This study aims to analyze the use of digital learning media in improving learning outcomes and to examine the impact of social media on adolescents’ behavior in daily life in the digital era. The method used is a qualitative approach with a literature study (library research) design, conducted through the collection, review, and analysis of various relevant scholarly sources. The findings indicate that digital learning media play an important role in enhancing students’ motivation, engagement, and learning outcomes, as they are able to present material in an interactive, engaging, and easily understandable manner. On the other hand, social media has a dual impact on adolescents’ behavior. Its positive effects include ease of communication, access to information, and the development of creativity, while its negative effects include addiction, decreased learning focus, social comparison that lowers self-esteem, exposure to negative content, and the emergence of the Fear of Missing Out (FOMO) phenomenon, which can affect mental health.  Therefore, the wise use of digital media and proper supervision are necessary to support the improvement of educational quality while also fostering positive character development in adolescents.

The rapid growth of digital technology and social media has reshaped communication practices, consumer behavior, and marketing approaches, particularly among Generation Z, who are widely recognized as digital natives. For this generation, social media serves as a major channel for obtaining information and exploring product references before making purchase decisions. In this environment, influencer marketing has emerged as a prominent promotional approach because it can foster audience interaction, emotional connection, and trust more effectively than conventional advertising. This study examines the role of influencer marketing in shaping the digital behavior of Generation Z in Indonesia. A qualitative literature review method was employed by analyzing secondary sources drawn from academic journals, books, and related publications. The findings indicate that influencer marketing has a meaningful influence on information-seeking behavior, decision-making processes, and the level of digital engagement among Generation Z. Influencers are commonly viewed as more credible, relatable, and authentic sources of information. Furthermore, the effectiveness of influencer marketing is determined more by credibility, authenticity, and the quality of interaction than by follower count alone. These findings suggest that companies should adopt digital marketing strategies that are more interactive, personalized, and relationship-oriented in order to engage Generation Z more effectively.

The rapid digitalization in Indonesia, reaching 180 million active social media users, has not been accompanied by adequate security system resilience, thereby triggering massive data breach risks. This study aims to analyze the privacy navigation mechanisms of the digital society as an instrument for mitigating information leaks. The method used is descriptive qualitative with a literature study (library research) approach, which examines primary and secondary literature related to regulations, digital behavior, and user psychological factors. The research findings indicate that privacy navigation in the digital era has not operated optimally due to the dominance of social existence needs, which triggers the privacy paradox phenomenon. Although users possess knowledge regarding cyber risks, the desire for social validation through self-disclosure often overrides technical protection logic. The practice of using secondary accounts (second accounts) was found to be a form of manual navigation, yet its effectiveness remains dependent on individual digital literacy. The implications of this research emphasize that mitigating information leaks requires the integration of critical user awareness, platform governance transparency, and consistent law enforcement through the PDP Law. Digital awareness must transform into reflexive protective behavior to maintain informational sovereignty in cyberspace.  

Nowadays, social media has shaped a new interaction space for human to communicate and access information broadly within a new reality phenomenon called the (global village), a term popularized by Marshall McLuchan. Although it open opportunities for limitless relationship, this phenomenon also frequently gives rise to several moral issues, such as consumerist culture, body exploitation, and the tendency of individuals to build self-identity based on social judgment. This situation aligns with Charles Horton Cooley’s idea., which asserts that self-identity is often formed through the perspective of others. Based on this context, this study aims to examine the relevance of the concept of haecceitas in John Duns Scotus thought as a basis for criticizing moral degradations in social media practices. This research uses a qualitative method through literature study and philosophical analysis of the digital identity phenomenon. The results of the study show that the concept of haecceitas emphasizes the uniqueness and dignity of every person as an individual who cannot be reduced by social construction or the demand of popularity on social media. This concept can serve as a basis for ethical reflection to strengthen the awareness of one’s distinctive identity and respect for the human body in the digital space.

The development of social media has brought significant changes in how individuals perceive themselves, especially among female university students who are in the stage of identity formation. Social media is not only used as a communication tool but also as a space that presents homogeneous beauty standards which can influence self-perception. This study aims to analyze the construction of beauty standards on social media and their impact on female students’ self-perception. The research uses a qualitative approach with a literature review method by analyzing 20  relevant academic articles published between 2020 and 2025. Data analysis was conducted using descriptive qualitative techniques, including data reduction, data presentation, and conclusion drawing. The results show that beauty standards on social media are constructed through repeated visual representations and reinforced by algorithmic systems, creating an idealized image of beauty. This condition encourages female students to engage in social comparison, leading to self-dissatisfaction and decreased self-confidence. However, these effects vary depending on individuals’ ability to filter and interpret information. This study highlights the importance of developing critical awareness in social media use to avoid being influenced by unrealistic beauty standards.

Social media has evolved into a significant platform where consumers freely express their opinions, experiences, and levels of satisfaction regarding various products, including those offered by Micro, Small, and Medium Enterprises (MSMEs). The comments and reviews shared by customers on these platforms contain diverse sentiments that can serve as valuable indicators of how consumers perceive product quality. Understanding these sentiments is crucial for MSME owners, as it allows them to evaluate their products and adapt to market expectations more effectively. This study aims to analyze customer sentiment toward MSME products on social media by utilizing the Naïve Bayes algorithm, a widely used classification method in text mining. The data used in this research consist of customer comments collected from various social media platforms. The research process involves several stages, including data collection, manual labeling of sentiments, text preprocessing (such as tokenization, case folding, and stopword removal), and splitting the dataset into training and testing subsets. Subsequently, the classification process is carried out using the Naïve Bayes algorithm to categorize sentiments into positive, negative, and neutral classes. The results of this study demonstrate that the Naïve Bayes method is effective in classifying customer sentiments with a satisfactory level of accuracy. These findings provide a comprehensive overview of consumer perceptions regarding the quality of MSME products. Furthermore, this research is expected to assist MSME business owners in understanding customer feedback more systematically and using it as a basis for improving product quality and enhancing customer satisfaction in a competitive digital marketplace.

The development of digital technology has significantly changed the way students interact and present themselves in social life, especially through social media such as Instagram, TikTok, and Twitter. One of the emerging social phenomena is flexing, which refers to the behavior of showing off lifestyle, achievements, or ownership to gain attention and social recognition. This study aims to analyze how Sociology students of Sriwijaya University interpret flexing on social media and whether flexing is more dominant as a lifestyle or as a form of social pressure. This research uses a qualitative method with a literature review approach by examining various scientific articles, journals, and previous studies related to flexing, self-presentation, symbolic consumption, social validation, and Fear of Missing Out (FoMO). The results show that flexing is not only a form of self-presentation and symbolic consumption, but also a response to social pressure in the digital environment.

This study examines the lexical and grammatical meanings of news headlines from the November 2025 edition of detik.com, posted on Instagram. The shift from a news site to a social media platform often necessitates adjustments to headlines, which can lead to shifts in meaning. To collect relevant headlines, this study employed a qualitative descriptive method with a listening and note-taking technique. The analysis shows that lexical meaning in headlines is evident through the use of words with basic dictionary meanings, such as names of people, places, objects, and actions. Grammatical meaning is discovered through affixation and reduplication, which can change or add to the meaning of basic words according to the context. These two types of meaning play a crucial role in creating concise, clear headlines that are appropriate for the way news is presented on Instagram. This study concludes that the formation of meaning in headlines on detik.com is influenced by a combination of lexical and grammatical meanings tailored to the communication needs of social media platforms.

This study is motivated by the importance of maintaining consumer satisfaction amidst increasingly fierce competition in the culinary business, where Warteg Bunana faces challenges in the form of a decline in the number of customers over the past two years. The objective of this research is to determine and analyze the influence of social media promotion, location, and perceived value on consumer satisfaction at Warteg Bunana in Batam City. The research method used is a quantitative approach with a survey method through the distribution of questionnaires to 100 respondents selected using simple random sampling techniques. Data were analyzed using multiple linear regression analysis via SPSS software. The findings indicate that simultaneously, social media promotion, location, and perceived value have a significant effect on consumer satisfaction with an F value of 21,940 and a significance value of 0.000 < 0.05. Partially, all three variables also have a significant influence on consumer satisfaction. The coefficient of determination (R Square) of 0.407 shows that these variables explain 40.7% of consumer satisfaction. The implications of this research suggest that Warteg Bunana management needs to increase social media promotion consistently and maintain location comfort and service quality to improve consumers' perceived value on a sustainable basis

This study aimsmto examineiin depthvthe perspective of information technology law and human rights on the phenomenon of political buzzers on social media within the context of digital development in the era of globalization. This research is motivated by the rapid advancement of information technology, which has brought significant changes in various aspects of society, including the political sphere that increasingly utilizes social media as a means of communication and information dissemination. The phenomenon of political buzzers has become a controversial issue, particularly during election periods, as it is often associated with the spread of inaccurate information, defamation, hate speech, and the manipulation of public opinion that may harm society and disrupt social stability. This study employs a normative legal research method using statutory and conceptual approaches. The results indicate that political buzzers generally operate under the justification of freedom of expression as part of human rights. However, such freedom is not absolute and must be limited to prevent violations of others' rights and to maintain public order. In this regard, information technology law in Indonesia, particularly through regulations governing digital activities, plays an important role in controlling deviant buzzer practices. Nevertheless, the absence of specific regulations explicitly governing political buzzers has resulted in less optimal law enforcement. Therefore, strengthening regulations and increasing public awareness in the wise use of social media are necessary to create a healthy, responsible, and sustainable digital ecosystem.

The development of social media in the digital era has significantly changed children’s social interaction patterns. Besides providing benefits such as easier access to information and opportunities for creativity, social media also brings negative impacts on children’s psychological, social, and moral development. This study aims to analyze the restriction of social media use among children from the perspective of Jürgen Habermas, especially regarding the concepts of the public sphere, communicative rationality, and the colonization of the lifeworld. This research uses a literature study method with a qualitative descriptive approach through the collection and analysis of relevant scientific articles. Data validity was strengthened through inclusion and exclusion criteria as well as source triangulation. The findings indicate that social media use among children has an ambivalent impact. Positive effects can emerge when there is strong parental supervision, while weak supervision increases the risk of exposure to harmful content, psychological problems, and reduced quality of social interaction. Restricting social media use through time regulation, content control, and digital education is considered important for protecting children’s development. From Habermas’s perspective, children are vulnerable in the digital public sphere because of their limited communicative rationality. Therefore, restrictions are viewed as efforts to protect children’s values and rationality from distortion by the digital media system.

The use of social media can have both positive and negative impacts on children. Proper use can enhance insight, knowledge, and increase learning motivation. However, excessive use can disrupt study time, reduce awareness of the importance of learning, and result in low learning motivation. To determine the relationship between the duration of social media use and the learning motivation of school-aged children at SDN Gisikdrono 03, Semarang City. This study uses a quantitative method with probability sampling technique, specifically stratified random sampling. The sample in this study consisted of 122 respondents. The instrument in the study used a questionnaire on the duration of social media use and learning motivation. Data analysis used the Spearman rank test. There is a relationship between the duration of social media use and the learning motivation of school-aged children at SDN Gisikdrono 03 Semarang City, with a p-value of 0.000 < 0.05, leading to the rejection of H0 and acceptance of Ha, with a correlation value of -0.636, which falls into the strong category with a negative duration, indicating an inverse relationship. This means that the longer the duration of social media use, the lower the learning motivation. Conclusion: There is a significant relationship between the duration of social media use and learning motivation, where the longer the duration of social media use, the lower the learning motivation.

Social media has become a primary means of communication for adolescents in the digital era, yet excessive use can create complex impacts on their academic, social, and psychological well-being. The positive effects include expanding cross-regional friendships, improving communication skills, strengthening social relationships, and increasing learning motivation through peer interaction and support. Conversely, the negative effects include declining academic performance due to reduced focus, neglect of responsibilities, weakened language skills caused by the dominance of informal language, a higher risk of digital crimes such as fraud and identity theft, as well as mental-health issues including anxiety, depression, social-comparison pressure, and cyberbullying. To minimize these risks, preventive efforts are needed, such as enhancing digital literacy for both adolescents and parents, promoting ethical and safe online behavior, regulating screen time, strengthening parental guidance, implementing digital-wellness policies in schools, providing counseling services, developing more youth-friendly platforms, and enforcing government regulations on online safety. This study emphasizes that the wise, safe, and productive use of social media can only be achieved through collaborative efforts involving adolescents, families, schools, communities, platform providers, and the government.

The development of information technology in the era of globalization has significantly transformed communication patterns in modern society, particularly through the emergence of social media. Social media functions not only as a communication tool but also influences ways of thinking, social interaction, and relationship building. This study aims to examine the impact of social media on changes in communication patterns, identify challenges related to the digital divide, and propose solutions to address the negative effects of social media. The method used is a descriptive approach through literature review and analysis of social phenomena related to social media usage. The discussion indicates that social media accelerates information dissemination, expands communication spaces, and increases public participation. However, it also presents challenges such as the spread of misinformation, reduced quality of face-to-face interactions, digital addiction, and disparities in access to technology and digital literacy. Therefore, strengthening digital literacy, promoting ethical communication, enhancing the roles of families and governments, and encouraging self-regulation among users are essential to ensure that social media contributes positively to modern social life.

In today’s world, social media has become an everyday necessity for interacting and socializing with others, but it has both positive and negative effects, particularly on the younger generation. The roles of parents and educators are crucial in building the digital resilience of the younger generation. The solution is to provide early education to the younger generation, particularly new students for the 2025/2026 school year, during the School Orientation Program conducted by the UKMC Community Service Team. The purpose of this activity is to educate new students at SMK Xaverius Palembang to improve their understanding of digital literacy and online etiquette and to use social media more responsibly. The PkM Team served as guest speakers, presenting material on digital literacy and social media ethics, as well as real-life case studies, on Thursday, July 17, 2025, in the auditorium of SMK Xaverius Palembang. This activity is a community service initiative that uses interactive educational methods, in which the team presents five questions related to online gambling, fake news, cyberbullying, explicit content, and ending human trafficking in the form of digital posters, and the students explain them. The team also provided real-life examples and explained their causes and effects. Based on the results of the program, students demonstrated increased awareness of the risks associated with online gambling, fake news, cyberbullying, and explicit content, as well as the importance of combating human trafficking, and were more likely to adopt positive social media etiquette.

In the current digital era, social media has become an open space filled with streams of information, including invalid ones. Santri, as the future generation of the ummah, are required to have critical thinking skills to filter, analyze, and make wise decisions. Islamic boarding schools as traditional Islamic educational institutions are faced with the challenge to remain relevant amidst technological developments. This study aims to: 1) Find out the strategies of Pondok Pesantren Daruttaqwa III Gresik in improving students’ critical thinking skills toward social media developments, 2) Identify supporting and inhibiting factors in the implementation of the strategy, 3) Understand the role of Pondok Pesantren Daruttaqwa III in integrating traditional values with modern approaches to sharpen students’ critical thinking skills. This research uses a qualitative method with a case study approach. Data were collected through observation, interviews, and documentation. The data analysis includes data collection, data reduction, data presentation, and drawing conclusions. The results show that the strategies include: 1) Integration of digital literacy and critical thinking in the formal education curriculum, 2) Character building and supervision in the dormitory environment as a key strategy, 3) Strengthening through extracurricular activities, awareness campaigns, and limited training. Supporting factors include strong leadership, dedication from teachers and administrators, presence of traditional Islamic values as ethical foundations, and increased student awareness. Obstacles include time limitations, lack of structured materials, varying digital literacy levels, and the rapid evolution of social media. The pesantren has successfully integrated Islamic values such as tabayyun, adab, amanah, and husnudzon with modern approaches.

In the current digital era, social media has become an open space filled with streams of information, including invalid ones. Santri, as the future generation of the ummah, are required to have critical thinking skills to filter, analyze, and make wise decisions. Islamic boarding schools as traditional Islamic educational institutions are faced with the challenge to remain relevant amidst technological developments. This study aims to: 1) Find out the strategies of Pondok Pesantren Daruttaqwa III Gresik in improving students’ critical thinking skills toward social media developments, 2) Identify supporting and inhibiting factors in the implementation of the strategy, 3) Understand the role of Pondok Pesantren Daruttaqwa III in integrating traditional values with modern approaches to sharpen students’ critical thinking skills. This research uses a qualitative method with a case study approach. Data were collected through observation, interviews, and documentation. The data analysis includes data collection, data reduction, data presentation, and drawing conclusions. The results show that the strategies include: 1) Integration of digital literacy and critical thinking in the formal education curriculum, 2) Character building and supervision in the dormitory environment as a key strategy, 3) Strengthening through extracurricular activities, awareness campaigns, and limited training. Supporting factors include strong leadership, dedication from teachers and administrators, presence of traditional Islamic values as ethical foundations, and increased student awareness. Obstacles include time limitations, lack of structured materials, varying digital literacy levels, and the rapid evolution of social media. The pesantren has successfully integrated Islamic values such as tabayyun, adab, amanah, and husnudzon with modern approaches.