Abstract:This study discusses the implementation of the Naïve Bayes method to predict catering sales at PT.Negara Rasa Indonesia. The background of this study is based on the problem of suboptimal sales due to the absence of a structured…
tructured sales prediction system. The Naïve Bayes method was chosen because of its simplicity, speed, and ability to classify data with a high degree of accuracy. The data used in this study is historical sales data from the last two years, which has undergone cleaning, labeling, and transformation into four sales categories, namely very popular, popular, fairly popular, and less popular. The testing process was carried out using RapidMiner software by dividing the dataset into training data and test data at various ratios of 80:20. The test results showed a very high level of accuracy, with the highest value reaching 91.41%. These findings prove that the Naïve Bayes method is reliable for predicting catering sales, thereby assisting decision-making in more efficient sales management and planning at PT. Negara Rasa Indonesia.
Abstract:The rise of social media platforms like TikTok has created new avenues for informal language learning. This study employs a qualitative content analysis to investigate the pedagogical strategies within the popular Indonesian…
sian TikTok hashtag #learningenglishwithmrfaisal. The research aims to identify the types of English language content, teaching strategies, and pedagogical approaches used by the creator, Mr. Faisal. A systematic analysis was conducted on a purposive sample of 10 public TikTok videos from the hashtag. Data collection involved video observation, transcription, and documentation of multimodal elements, followed by a thematic analysis. Key findings reveal a primary focus on pronunciation drills and practical vocabulary, delivered through highly repetitive and multimodal techniques. Mr. Faisal effectively combines verbal repetition, visual cues (on-screen text, mouth close-ups), exaggerated facial expressions, and motivational speaking to facilitate learning and maintain engagement. The study concludes that TikTok serves as a significant platform for informal digital language learning, particularly for micro-learning and confidence-building. These findings suggest that formal educators can adopt similar engaging, bite-sized techniques, while content creators can leverage multimodal design to enhance instructional video effectiveness.
Abstract:The increasing popularity of slow bar coffee shops in Indonesia reflects a shift in consumer preferences towards more personalized, immersive, and educational coffee experiences. This study aims to examine the effect of…
Experience Value, consisting of Customer Return on Investment (CROI), Service Excellence, Aesthetics, and Enjoyment, on Brand Love and Customer Loyalty through the mediating role of Customer Satisfaction among customers of Lajeng Coffee Shop in Bandung. A quantitative survey was conducted using purposive sampling, collecting 251 valid responses through a Likert scale questionnaire, and the data were analyzed with Partial Least Squares Structural Equation Modeling (PLS-SEM) using SmartPLS. The results show that Experience Value has a significant effect on Customer Satisfaction (β = 0.721; p < 0.001). Customer Satisfaction acts as a partial mediator in the relationship between Experience Value and Brand Love and Customer Loyalty. Furthermore, the effect of Customer Satisfaction on Customer Loyalty (β = 0.462; p < 0.001) is stronger than its effect on Brand Love (β = 0.441; p < 0.001), indicating that satisfaction is more easily translated into loyal behavior than into emotional attachment. These findings extend customer experience research in the slow bar context and offer practical guidance for managers to prioritize experience investments that strengthen loyalty and brand love.
Abstract:Increasing exposure to digital content related to sexual behavior has heightened the need for education on preventing Pornography, Masturbation, and Orgasm (PMO) on platforms popular among adolescents, such as TikTok. This…
is study aims to explain how the TikTok account @nofaps.id functions as an educational platform for PMO prevention through the lens of Media Ecology theory. A qualitative approach was employed, including in-depth interviews with the account administrator and several followers, alongside observations of PMO educational content. Findings indicate that TikTok provides a digital environment facilitating the gradual development of knowledge, awareness, and behavioral change. This occurs through short-form content, engaging visuals, and interactive features, which strengthen users’ motivation, self-control, and cognitive processes throughout PMO prevention stages. Additionally, interactions between the admin and followers via comments and consultative services create a social support space that reinforces experiential learning. The study concludes that Media Ecology theory is effective in understanding how TikTok shapes an educational ecosystem around sensitive issues such as PMO addiction. Limitations include the small number of informants and focus on a single account; future research should examine multiple platforms and adopt more diverse methodologies.
Abstract:The phenomenon of online shopping has driven business players to be more innovative in promoting their products on existing digital platforms. There is a technological innovation that allows online businesses to showcase…
and demonstrate their products in real-time, known as live streaming shopping. TikTok has become one of the popular social-commerce platforms with beauty content within its application. This study aims to better understand the influence of TikTok live streaming shopping on the purchase intention of the local beauty brand through emotional factors. We applied the S-O-R (Stimulus, Organism, Response) model, with influencer credibility variables added to the emotional factors in the S-O-R model. Data were collected from 300 respondents who registered through a Google Form survey with predetermined criteria. PLS-SEM using Smart PLS was chosen for data analysis. The study revealed that attraction, cognitive assimilation, and influencer credibility mediate the relationship between real-time interaction, shopping guidance, visibility, media richness, and consumer purchase intention. Therefore, live streaming shopping through emotional factors significantly influences consumers' purchase intention. This research found that the enrichment of material living standards has transformed people’s purely demand-oriented shopping style. This study result help enterprises to better apply live streaming more effectively and expanding channels promotion strategies.
Abstract:E-commerce has become one of the most dynamic industries in the digital era, and electronic word of mouth (eWOM) greatly influences consumer behaviour. Shopee, as a popular e-commerce platform in West Java, faces challenges…
ges in increasing user purchase intention, particularly with an approach based on review communication and brand image. The objective of this research is to examine how eWOM credibility, quantity, and quality impact purchase intention, with brand image as the mediating variable and situational context as the moderating variable in the study of the Shopee application in West Java. This study uses a quantitative approach with the Structural Equation Modelling-Partial Least Squares (PLS-SEM) method. Data were collected from 500 respondents who are users of the Shopee application in West Java. The research results show that eWOM quantity has the greatest influence on purchase intention, followed by brand image, which has been shown to be a significant mediator. On the other hand, eWOM credibility and quality do not have a direct impact on purchase intention. Furthermore, situational context as a moderating variable does not have a significant impact on the relationship between eWOM quantity and brand image. This study helps e-commerce businesses create better data-driven marketing strategies. To build trust and encourage customer purchasing decisions, it is important to increase the number of reviews, enhance brand reputation, and improve the quality and credibility of the reviews.
Abstract:This study aims to analyze the representation of heroic narratives in two movies adaptations of Greek mythology, Clash of the Titans (2010) and Wrath of the Titans (2012), through a comparative literature approach and Vladimir…
adimir Propp's narratology. The main character Perseus is the center of attention in the study of narrative structure because of his role as a mythological hero who faces a series of challenges that are full of values of courage, sacrifice, and determination. Propp's theory is used to identify narrative functions such as dispatch, magical agent, struggle, and transfiguration that appear in both movies. The method used is qualitative with content analysis technique by comparing the stories, characters, and moral messages as well as narrative functions in the two movies with the theme of Greek mythology. The results show that the comparison of the narrative structure of the two movies with the character Perseus has strengths in the dramatic aspects of heroic attitudes in accepting choices and fighting for life so that the integration of heroic material can be adapted to literature learning involving character values. This finding confirms that the narratological approach through comparative literature can be an important pedagogical tool to teach story structures with character values through popular media. This research recommends the utilization of mythological movies in literature learning and character education at various levels of education as a means of strengthening narrative literacy and understanding moral values.
Abstract:This study aims to analyze the vocabulary used in online shop activities on Instagram social media and examine its contribution to Indonesian language learning. Through a qualitative-descriptive approach, data is collected…
lected from uploads and product descriptions on several popular online shop accounts . The results of the analysis show that the vocabulary used reflects a mixture of non-standard Indonesian, foreign absorption (especially English), abbreviations, and popular terms (slang) that are developing in online communities. The collection of data is sourced from 5 (five) Online Shops, namely @omorfoo_shop, @bunoshopp28, @sental.kaos, @akavi.id, and @citracosmetic_id. The contribution to Indonesian learning lies in the potential use of authentic context from social media as teaching materials, especially in learning language diversity, vocabulary development, and language attitudes.
Abstract:Sunnah cupping therapy (al-hijamah) is a popular Islamic healing method practiced globally. Despite its spiritual roots, it poses clinical risks, including infections, vasovagal shock, and procedural inconsistencies, often…
en due to non-sterile tools and untrained practitioners. This study aims to explore how Islamic ethical values—sincerity (ikhlas), trust (amanah), and halal compliance—can be integrated with clinical responsibilities such as sterilization protocols, informed consent, and therapist competency. A thematic qualitative literature review was conducted using Islamic jurisprudence, fatwas (DSN-MUI), WHO and Ministry of Health (Indonesia) guidelines from 2015–2025. Findings reveal that neglecting the maqashid sharia principle of hifzh an-nafs (protection of life) contradicts both Islamic ethics and medical safety. Sunnah cupping services rooted in both spiritual values and professional protocols are more trusted by Muslim patients and improve therapeutic legitimacy. This study highlights the urgent need for national SOPs, certified training, and the development of Islamic cupping clinics with integrated protocols. These clinics can serve as models of sharia-compliant, clinically responsible health services. The research offers practical recommendations for Islamic medical institutions and policy-makers in strengthening Islamic-based complementary therapies in modern healthcare systems.
Abstract:This article examines the historical development of qiraat Al-Qur'an in Indonesia using a socio-historical analysis approach. The article discusses the dynamics of the spread and development of qiraat from the time of the…
e arrival of Islam in the 13th century to the contemporary era in 2023. The analysis was carried out based on primary literature studies sourced from classical qiraat books and secondary research documentation from Scopus indexed journals. The research also examines the role of qiraat expert figures in Indonesia as well as the development of qiraat teaching methods that are adapted to the local cultural context. The research results show that the qiraat tradition in Indonesia experienced a significant transformation along with the interaction between Islamic values and local culture, which in turn formed the variety of qiraat that is popular in the archipelago. It is hoped that these findings can fill the gap in literature regarding the history of qiraat in Indonesia and offer a new perspective for the development of religious studies in the future.