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Transaction logs in online retail provide opportunities for data-driven customer segmentation. This study segments customers at two scopes global (all countries) and United Kingdom (UK) using Recency, Frequency, and Monetary (RFM) features derived from the Online Retail transaction dataset. After cleaning cancellations and invalid records, RFM variables are computed per customer and normalized. K-Means clustering is applied separately for global and UK data, while the number of clusters is selected via the elbow criterion and validated using internal indices. The best configuration for both scopes yields five clusters, with moderate separation quality based on the silhouette score. Cluster profiling indicates distinct groups ranging from low-frequency low-spending customers to highly frequent high-spending customers. The comparison between global and UK segmentation shows similar structural patterns, yet different proportions across segments, supporting targeted retention and value-driven marketing actions.

This study examines the dynamic progression of Regional Original Revenue (PAD), the realization of Domestic Investment (PMDN), the size of the labor force, infrastructure availability, and their implications for economic growth across 11 regencies and municipalities in Jambi Province over the period 2017–2023. The analysis employs a panel data regression model, utilizing a combination of time-series and cross-sectional data sourced from Statistics Indonesia and the Regional Investment and One-Stop Integrated Services Office. The empirical findings reveal that PAD experienced a growth rate of 5.39 percent. In contrast, PMDN and the labor force displayed fluctuating patterns, with percentage changes of 905.97 percent and 1.68 percent, respectively. Infrastructure development and economic growth recorded increases of 0.51 percent and 4.04 percent. Further analysis demonstrates that PAD, labor force participation, and infrastructure exert a positive and statistically significant influence on economic growth. Conversely, PMDN does not exhibit a statistically significant effect on regional economic growth within the observed period.

This research aims to recontextualize the local wisdom embedded in the visual culture of the Muara Jambi Temple through the development of folklore-inspired batik motif designs. As a traditional Indonesian textile craft, batik serves not only functional purposes but alsp embodies profound cultural values and indigenous knowledge systems. Batik as a medium of cultural expression that invites multidimensional interpretaion within both practical and theoretical academic discourses. Its visual strength lies in the richness of colors, ornaments, and symbolic elements, which generate diverse interpretative meanings. These interpretations subsequently shape value systems that function as guiding principles in the everyday lives of Indonesian communities. The research used an experimental design method integrated with computer vision techniques to generate distinctive folklore batik motifs rooted in the cultural heritage of Muara Jambi, Sumatra. The research results are the creation of a Muara Jambi folklore batik motif that represents cultural expression, resilience, and continuity through the preservation of traditional patterns and environmentally conscious practices within the Jambi community. The transformation of motifs derived from artifacts from the Muara Jambi temple complex, serves as a primary source of inspiration for contemporary folklore batik design. The application of computer vision in the batik design process constitutes a form of sustainable digital innovation, facilitating the preservation, reinterpretation, and adaptive transformation of traditional visual heritage.

Islamic boarding schools (Islamic boarding schools) are required to integrate classical scholarly traditions and modern education, one way of doing this is through the integration of the study of yellow books (tahfidzul Qur'an) and Qur'an memorization (tahfidzul Qur'an). The Baitul Abidin Darussalam Wonosobo Tahfidzul Qur'an Islamic Boarding School implements an integrative learning system to balance Qur'an memorization and understanding of Islamic law (shari'a). However, it still faces obstacles such as a tight schedule, different methods, and weak coordination and evaluation. This study examines the implementation patterns, challenges, and impacts of this system, with the hope of serving as a reference for developing a balanced and sustainable model of Islamic boarding school education. This research uses a qualitative approach with a case study design to understand in-depth the implementation of the integrative learning system between Qur'an memorization and the study of yellow books (tahfidzul Qur'an) at the Baitul Abidin Darussalam Wonosobo Islamic Boarding School (PPTQ). Subjects were selected purposively, including the boarding school administrator, tahfidz teachers, yellow book teachers, and students. Data were collected through in-depth interviews, participant observation, and documentation studies. Data analysis was conducted interactively using the Miles and Huberman model, which encompasses data reduction, data presentation, and conclusion drawing and verification to obtain a holistic and contextual understanding. The discussion shows that the integrative learning system in Islamic boarding schools is implemented through a balanced daily schedule between Quran memorization and yellow book study, allowing memorization, understanding, and moral development to occur simultaneously within the students' daily routines. Integration is achieved structurally through scheduling, methodologically by linking verse memorization with book study, and culturally through the instillation of values, etiquette, and pesantren traditions. The success of integration is supported by the exemplary behavior of the kiai (Islamic teachers) and ustadz (Islamic teachers), the religious environment, and the motivation and discipline of the students, despite challenges such as busy schedules, physical exhaustion, differences in student abilities, and limited facilities. The impact of implementing this system is seen in the improved quality of contextual memorization, a more critical understanding of the scriptures, the formation of disciplined and moral character, and the holistic spiritual development of students.

This research is motivated by the importance of phrase analysis in syntactic studies for understanding the structure and relationships among components within Indonesian sentences. As grammatical units, phrases play a strategic role in shaping meaning, so they should be examined in terms of their constituent elements and their functions in the text. This study aims to analyze the use of adjectival phrases and prepositional phrases found in news texts. The method used is a qualitative descriptive method with observing and note-taking techniques, supported by a syntactic theoretical approach. The findings show that there are twenty-five adjectival phrases and sixty-eight prepositional phrases identified in five news texts published on Tempo.com in August 2025. “lebih cepat” is one example of an adjectival phrase found in the texts, while “ke arah pendemo” is an example of a prepositional phrase. These findings indicate that Indonesian phrases have systematic formation patterns and complementary syntactic functions. This research serves as a useful reference for the development of syntactic studies, linguistic learning, and the analysis of phrase usage in various language contexts.

This study aims to identify, analyze, and describe in depth the types of coordinating verbal phrases (FV) and subordinating verbal phrases (FV) contained in Detik.com news texts published in September 2025. Based on the fundamental role of language as a means of communication and social interaction (syntax), the object of research is focused on FV as a grammatical unit that has a verb core and functions as a predicate. This study uses a qualitative descriptive method with a syntactic theoretical approach. Data collection was carried out through the technique of listening and taking notes on Detik.com news texts, while data analysis was applied using the distribution method, where the determining tool comes from the linguistic elements themselves. The results of the study showed the discovery of a total of 13 verbal phrases divided into 3 coordinating FVs and 10 subordinating FVs (including the patterns Adv + V, V + Adv, V + Adj, and V + N). In detail, 3 coordinating FVs, 3 FVSs with Adv + V pattern, 2 FVSs with V + Adv pattern, 2 FVSs with V + Adj pattern, and 3 FVSs with V + N pattern were found. This finding emphasizes the importance of understanding phrase structure in maintaining clarity of meaning. This research is expected to improve readers' literacy understanding and serve as a scientific reference for similar linguistic studies.

The rapid development of information technology has pushed the dissemination of news through online media, demanding a language that is fast, concise, and informative to ensure accurate news delivery. This necessity positions the syntactic structure, particularly the phrase, as a critical element in determining the quality and communication effectiveness of digital news. This study has a dual objective: to comprehensively identify and analyze the types of phrases found in five online news articles published by CNBC Indonesia in August 2025, and to elucidate the grammatical function of each phrase  within the context of news sentences. The method employed is a descriptive qualitative method, involving a systematic process of reading, noting, and accurately analyzing the textual data repeatedly. The results indicate a diversity  of phrase types, with a significant dominance of  noun and verb phrases. The findings also include adjectival, prepositional, adverbial, numerical, exocentric, and endocentric phrases, which collectively enrich the linguistic structure, enhance information richness, and greatly facilitate reader comprehension of the news content. These findings not only highlight the specific patterns of phrase usage in digital news writing but also provide deep insights into their structural and grammatical roles. This study is expected to serve as a valuable reference for linguistic research and language learning, as well as offering practical guidance for online media practitioners to continuously improve the clarity, effectiveness, and quality of news writing in the digital realm.

This study examines Ad-Dakhil in Tafsir Al-Azhar by Buya Hamka, focusing on Israiliyyat narrations found in the interpretation of Qur’anic narrative verses in Juz 1–10. The research is motivated by the position of Israiliyyat as a form of infiltration (ad-dakhil) in Qur’anic exegesis that may affect the objectivity of interpretation, particularly in contemporary tafsir works. This study aims to identify the distribution of Israiliyyat narrations, classify their thematic patterns, and determine the status of each narration based on the critical framework of ad-dakhil fi at-tafsir. This research employs a qualitative library-based approach. The primary source is Tafsir Al-Azhar by Buya Hamka (Gema Insani, 2017), supported by classical and contemporary tafsir literature as well as scholarly works on Israiliyyat. Data were analyzed using the theory of ad-dakhil fi at-tafsir, classifying narrations into three categories: accepted (maqbul), rejected (mardud), and suspended (tawaqquf). The findings reveal seventeen Israiliyyat narrations scattered throughout Juz 1–10, originating from the Old Testament, the New Testament, Wahb bin Munabbih, ‘Abdullah ibn Mas‘ud, and Tafsir Ibn Kathir. These narrations fall into nine major themes, including the creation and origin of humanity, the story of Prophet Adam and his descendants, Prophet Ibrahim, Prophet Ya‘qub, Prophet Musa and Bani Israil, Prophet Sulaiman, Prophet Zakariya, Prophet ‘Isa and his people, as well as accounts of previous nations. Of these seventeen narrations, eleven are classified as rejected (mardud), five as tawaqquf, and one as accepted (maqbul). These results emphasize the necessity of critical engagement with Israiliyyat narrations in tafsir literature to preserve the integrity of Qur’anic interpretation.

This study aims to describe the structure, syntactic function, and semantic role of the nominal clause in JawaPos.com news texts published in August 2025. By using a descriptive qualitative approach, this study applied syntactic analysis to explore how the nominal clause operates within the linguistic and contextual framework of media discourse. Data were collected from online news articles and analyzed using Indonesian syntactic and semantic theory. The results show that nominal clauses play a crucial role in constructing discourse structure and meaning through their syntactic functions as subjects, objects, complements, and adverbs. In semantics, nominal clauses perform various roles, including as agents, objects, recipients, and markers of condition or location. The pattern of nominal clause use reflects the concise, efficient, and communicative nature of journalistic language. The correlation between syntactic function and semantic role shows a cohesive relationship that enhances clarity and accuracy in conveying information. This study contributes to the development of syntactic and media linguistic research and serves as a valuable reference for journalists and language educators in promoting effective and ethical language use in journalism.

The increasing sedentary lifestyle in the digital era has the potential to cause various health problems due to lack of physical activity. One approach that can be taken to encourage physical activity is through the use of digital games with body movement-based control mechanisms. This study aims to develop a body gesture-based game character control system using a hybrid Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) model. CNN is used to extract spatial features from each video frame, while LSTM serves to model the temporal relationship between frames so that movement patterns can be recognized sequentially. The research method used refers to the Machine Learning Lifecycle stages, starting from data collection, preprocessing, model development, to implementation in the endless runner game genre. Testing results show that the CNN–LSTM model is capable of classifying body gestures and generating outputs that can be used as commands to control game characters. The implementation of this system enables more natural and interactive game interactions without conventional input devices, and has the potential to encourage players to lead a more active lifestyle.

This study examines Ad-Dakhil in Tafsir Al-Azhar by Buya Hamka, focusing on Israiliyyat narrations found in the interpretation of Qur’anic narrative verses in Juz 1–10. The research is motivated by the position of Israiliyyat as a form of infiltration (ad-dakhil) in Qur’anic exegesis that may affect the objectivity of interpretation, particularly in contemporary tafsir works. This study aims to identify the distribution of Israiliyyat narrations, classify their thematic patterns, and determine the status of each narration based on the critical framework of ad-dakhil fi at-tafsir. This research employs a qualitative library-based approach. The primary source is Tafsir Al-Azhar by Buya Hamka (Gema Insani, 2017), supported by classical and contemporary tafsir literature as well as scholarly works on Israiliyyat. Data were analyzed using the theory of ad-dakhil fi at-tafsir, classifying narrations into three categories: accepted (maqbul), rejected (mardud), and suspended (tawaqquf). The findings reveal seventeen Israiliyyat narrations scattered throughout Juz 1–10, originating from the Old Testament, the New Testament, Wahb bin Munabbih, ‘Abdullah ibn Mas‘ud, and Tafsir Ibn Kathir. These narrations fall into nine major themes, including the creation and origin of humanity, the story of Prophet Adam and his descendants, Prophet Ibrahim, Prophet Ya‘qub, Prophet Musa and Bani Israil, Prophet Sulaiman, Prophet Zakariya, Prophet ‘Isa and his people, as well as accounts of previous nations. Of these seventeen narrations, eleven are classified as rejected (mardud), five as tawaqquf, and one as accepted (maqbul). These results emphasize the necessity of critical engagement with Israiliyyat narrations in tafsir literature to preserve the integrity of Qur’anic interpretation.

This study aims to analyze the quality of services provided by education staff to students at the Faculty of Social Sciences, Puangrimaggalatung University by using a qualitative approach, through in-depth interviews and observations, this study explores students' views, experiences, and perceptions of various aspects of services provided by education staff, which include reliability, responsiveness, assurance, empathy, and physical evidence of Student Needs. The data obtained were analyzed with thematic analysis techniques to identify patterns and themes related to service quality. The results of this study show that although the majority of students are satisfied with the services received, there are several challenges that need to be considered, such as when they want to take the signature in question, and the attitude of empathy towards students is not even. This research provides important insights for the faculty to improve the quality of education staff services in order to better meet the needs and expectations of students, thereby creating a better academic experience.

This research is driven by the urgency of maintaining the quality of the Indonesian language in the realm of online journalism, particularly on major media platforms such as CNN Indonesia. Online media plays a central role as the primary source of information, but the speed of publication often encounters linguistic errors that have the potential to damage credibility and lead to misinterpretation among readers. The focus of the study on syntactic errors is crucial because errors in sentence structure, diction, and conjunctions directly affect the meaning and effectiveness of communication. This study aims to analyze and describe the forms of syntactic errors (including sentence pattern errors, non-standard diction, and conjunction redundancy) and offer recommendations for improvement based on standard Indonesian language rules. The method used is a qualitative descriptive approach with a syntactic approach. Data in the form of linguistic units at the phrase, clause, and sentence levels from all CNN Indonesia news texts for the period of August 2025, collected using the Listen and Note Technique. The findings are anticipated to show a dominance of sentence ineffectiveness, incorrect use of conjunctions, and temporally illogical diction errors. This research is expected to contribute as a practical guide for editors and news writers to improve the quality of editing, while also supporting literacy efforts and the use of good and correct Indonesian in the digital public space.

The fellow members of the organization must coordinate with each other and workztogether tozachieve thehgoals of the organization. Good communication from each member will definitely make the implementation of the organization run well, and vice versa. Activities that occur in the organization are supported by organizational communication, In organizational communication there are three sides of view that are of course different, namely communication from superiors to subordinates, communication between members and the last is communication that comes from members to their superiors and it can be seen from each point of view that communication has its own pattern. The delivery of messages or information from these patterns is known to affect the performance or work results of members in the organization. Therefore, the purpose of this study is specifically to find out and prove howzthe influencezof organizational comunication patterns on the performance of BEMP IKOM UNJ members for the 2024/2025 period. The research methodology is quantitative and uses a data collection method with a survey type. The results show that the independent variable in this study, namely organizational communication patterns, affects the dependent variable, namely member performance. It is known that the variable of organizational communication patterns has an effect of 31% on member performance. Then it can also be concludedzthat the influence of several variables that were not tested and then inserted into the form of this study was 69%.

This study aims to describe the internal structure and syntactic functions of noun phrases in online news articles about demonstration actions published by Detik.com in August 2025. This research employs a qualitative descriptive approach, with observation and note-taking. Data were obtained from five news articles discussing demonstrations, then analyzed to identify the core elements (head) and modifiers, and to determine the syntactic functions of the phrases within sentences. The analysis results show that the most frequently encountered noun phrase pattern is Noun + Noun (N + N), with modifiers on the right that provide explanations of identity, location, or ownership. The most common syntactic function found is as the subject, followed by the object and adverbial of place. These findings confirm that noun phrases play an important role in explaining information and sentence structure in online news texts. Additionally, the use of noun phrases also reflects the media's language strategy in constructing social and political realities through concise, efficient, and information rich language.

This study discusses clause structures in online news articles published by Detik.com, highlighting the issue of UNNES student Iko Juliant Junior in September 2025. The background of this research lies in the importance of understanding how digital media utilize language structures to convey information effectively, concisely, and objectively. In the context of online journalism, the selection and arrangement of clauses play a crucial role in shaping clarity, focus, and meaning as perceived by readers. The purpose of this study is to describe the forms and types of clauses used in news texts and to explain their functions in maintaining the accuracy and credibility of information delivery. The research employs a qualitative descriptive method with a focus on syntactic studies. The data consist of clauses found in Detik.com news articles published in September 2025, analyzed based on their syntactic components: subject, predicate, object, complement, and adverbial. The findings show that the clause patterns of Subject–Predicate (S–P) and Subject–Predicate–Object (S–P–O) are the most dominant, with verbal predicates appearing most frequently. These patterns reflect the efficient, factual, and easily understood style of online journalistic language. This study contributes to the development of syntactic research and serves as a practical reference for journalists and readers in understanding effective language use in digital media.

Language and news have a close relationship because language is a medium to convey news. In news, the use of noun phrases is important to pay attention to, so that there is no misunderstanding. Therefore, this study aims to analyse the use of object phrases in news texts, focusing on their elements, types, and functions. In this research, two approaches are used, namely qualitative descriptive and syntax. The results show that in the news text, there are various variations of noun phrases. This diversity is seen in the different patterns of phrase formation, which differ in structure and constituent elements. The type of noun phrase that is often found is the subordinate noun phrase. The results showed that noun phrases can occupy syntactic functions as long as their use does not exceed the limits of sentence structure. In Indonesian syntax, noun phrases can function as subjects, objects, or descriptions. Therefore, noun phrases play an important role in the formation of a sentence.

Land conflict between the Sihaporas indigenous community and PT Toba Pulp Lestari (TPL) remains an ongoing agrarian issue that directly affects the community’s livelihoods. The inclusion of the company’s concession within the customary territory has changed patterns of land control and use that were previously managed collectively across generations. This situation restricts access to agricultural land and forests, reduces sources of income, and creates social tensions and confrontations. This study aims to analyze the impacts of land conflict on the Sihaporas indigenous community and to examine the conflict through a political ecology perspective with a focus on power relations among actors. Using a qualitative case study approach, data were collected through interviews, observations, and document analysis. The findings show that the conflict affects economic, social, and cultural aspects of the community and reflects unequal power relations between indigenous peoples, corporations, and the state in controlling agrarian resources.

The dynamics of the development of Madrasah Tsanawiyah (MTs) Al Hikmah cannot be separated from the role of the principal’s communication. Analogous to the human body, communication functions as blood that must flow to all parts. This constitutes one of the foundations for quality development. The communication strategy of the principal of MTs Al Hikmah in quality development exhibits distinctive characteristics. The principal is able to establish highly effective communication despite not having an educational background in communication studies. The principal employs prophetic-based communication strategy to enhance institutional quality. This study is qualitative research employing a phenomenological approach. Data were collected through interviews with the principal, foundation caretakers or administrators, teachers, parents or students, and stakeholders. In addition, interview data were systematically dialogued with documents and observations. After data collection, the data were analyzed using prophetic and quality-based approaches. The analytical process involved data condensation and triangulation to ensure the scientific accountability of the findings. The communication implemented operates effectively according to its roles as persuasive, informative, collective-regulative, and integrative, with a linear pattern through channels of direction, instruction, and task assignment aligned with institutional objectives. (b) The direction of the communication strategy is predominantly top-down rather than bottom-up within formal school contexts, guided by ethics of liberation, humanization, and decentralization. Diagonal communication is conducted with several informants, such as vice principals for curriculum, student affairs, and facilities and infrastructure, through various communication platforms. Interpersonal communication is also well established, with a strong emphasis on motivating subordinates from multiple perspectives.

Mammae aberrans in the axilla is a developmental abnormality caused by the persistence of breast tissue along the milk line and can cause fluctuating axillary masses due to hormonal stimulation, with a reported prevalence of approximately 0.4–6%. Methods: This article is presented as a descriptive case report based on data from the Department of Surgery at Cut Meutia Regional General Hospital, North Aceh, including medical history, physical examination, routine blood tests, fine needle aspiration biopsy (FNAB), excision, histopathological examination, and follow-up. Results: A 16-year-old female patient complained of a lump in her right axilla for approximately two years, which had enlarged in the last month and caused severe pain before menstruation. Examination revealed a mass measuring approximately 3×3×2 cm, without lymph node enlargement, and normal routine blood tests. Two FNAB punctures showed fat droplets/matrix without epithelial proliferation or malignant cells (benign smear) with the impression of aberrant mammary glands. The patient underwent mass excision; histopathology showed mature fatty tissue and fibrocollagen accompanied by ductular proliferation without signs of malignancy, and at the 1-week follow-up, the pain had disappeared and the lump was no longer visible. Discussion: The cyclic pain pattern associated with menstruation is an important clue for distinguishing aberrant mammary glands from differential diagnoses of axillary masses in adolescents, while excision provides diagnostic certainty and symptom improvement. Conclusion: Mammae aberrans should be considered in adolescents with axillary masses affected by the menstrual cycle, and excision is recommended in symptomatic cases for histopathological confirmation and resolution of complaints.