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Nauroh Nurhumaida; Sinta Nuraini; Dhea Andaresta

Tabsyir: Jurnal Dakwah dan Sosial Humaniora 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

This study aims to describe the implementation of Islamic school culture in shaping the religious character of students at SMK Islam Insan Mulia. The research employed a descriptive qualitative approach based on interview transcripts with three students from different vocational programs, namely Mechanical Engineering, Accounting, and Culinary Arts. Data were analyzed through data condensation, thematic coding, data presentation, and interpretive conclusion drawing to obtain a comprehensive understanding of students’ experiences. The findings indicate that Islamic school culture is implemented through religious routines, student discipline, teacher guidance, ethical vocational learning, and the development of a clean and orderly school environment. These practices contribute to the formation of religious character, which is reflected in students’ worship awareness, moral responsibility, honesty in learning, discipline, cooperation, and future orientation. The study also identified several challenges, including limited student independence, peer dependence in group assignments, and the gradual development of facilities in a new vocational program. These findings suggest that Islamic school culture needs to be managed consistently through habituation, teacher role modeling, continuous monitoring, and integration with vocational competencies. The study implies that strengthening Islamic school culture can support both religious character formation and vocational readiness among students.

Renata Fifa Aulia; Afina Mazaya Auliya Mida; Naila Wildatun Isnaini

Jurnal Bintang Pendidikan Indonesia 2026 Pusat Riset dan Inovasi Nasional

Madrasas as formal Islamic educational institutions in Indonesia have undergone a long evolution from traditional systems to modern institutions that are integrated into the national education system. This study aims to examine the role of Islamic education management in the development of madrasah history using a literature research method with an analytical descriptive approach. The results of the study show that the development of madrassas takes place through several historical phases that are mutually sustainable. In the early 20th century, madrassas emerged in response to the limitations of the traditional pesantren system. In the pre-independence period, the discriminatory policies of the Dutch colonial encouraged the birth of modern madrassas that combined religious and general sciences. Post-independence, the establishment of the Ministry of Religion in 1946 strengthened the position of madrassas in the national education system. During the Old Order period, the number of madrassas increased rapidly even though the management was still community-based. Entering the New Order, the Decree of 3 Ministers of 1975 and Law Number 2 of 1989 encouraged the formal integration of madrasas, although they tended to be centralistic. The Reform Era through Law Number 20 of 2003 provided equal recognition to public schools and encouraged decentralization based on School-Based Management. Although the quantitative and legal development of madrasas is significant, the challenges of quality, funding, and relevance in the era of globalization remain a concern so that madrasas are able to produce graduates who excel intellectually and are solid in Islamic values.

Eva Athifah; Muhamad Ihsan Khuluki; Beta Hikmah Zahrotunnisa

Jurnal Bintang Pendidikan Indonesia 2026 Pusat Riset dan Inovasi Nasional

This study traces the history of the development of Islamic educational organizations in Indonesia from the pre-colonial period to the Reformation era using a descriptive qualitative approach through a literature review. The findings indicate that Islamic education developed gradually, beginning with informal institutions centered around mosques and pesantren, and later responding to colonial pressures with the emergence of organizations such as Muhammadiyah and Nahdlatul Ulama. This development continued through the formal recognition of madrasahs during the independence era, modernization under the New Order regime, and more dynamic institutional transformations during the Reform era. Amid various challenges such as educational dualism, resource constraints, and the threat of extremism, Islamic educational organizations continue to innovate by integrating religious and general knowledge without abandoning their Islamic identity. This study affirms that Islamic educational organizations are the primary foundation for building a character-based national education system.

Laurensius Ryan Prasetia Tungary S

Lembaga Pengembangan Kinerja Dosen 2026 Lembaga Pengembangan Kinerja Dosen

This research analyzes the interconnection between energy geopolitics and global security through the case study of Venezuela, the country with the world's largest proven oil reserves. The background highlights that energy has become a strategic commodity driving geopolitical tensions in the international system. The objective is to answer three fundamental questions: why energy is critically needed, how the distribution of the world's oil reserves creates strategic inequality, and how the Venezuela case illustrates resource grabbing mechanisms. The method used is qualitative with a single case study approach, employing neorealism and dependency theory as analytical frameworks, with data sourced from official reports of international organizations (OPEC, IEA, IMF, EIA), news media, and academic literature. The findings reveal that the United States' escalating pressure on Venezuela from economic sanctions, maritime blockades, to military threats reflects a systematic pattern of resource imperialism disguised as counter-narcotics efforts. The impact on Venezuela includes GDP contraction of 4 percent, hyperinflation exceeding 530 percent, and 8 million people displaced. The implications underscore that the current global energy order remains dominated by zero-sum logic, requiring reform of international energy governance to be more just and sustainable.

Ernialdi Ernialdi; Angelina Ramadhani; Murni Murni; Mutia Rahmah Sari; Ulfa Mutiah

Kajian Administrasi Publik dan ilmu Komunikasi 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

. Digital transformation in public administration has become a strategic agenda in modern bureaucratic reform aimed at improving effectiveness, efficiency, transparency, and the quality of public services. This study aims to analyze the digital transformation of public administration through a comparative study between Indonesia and South Korea, particularly in the implementation of digital government. The research employs a qualitative method with a comparative study approach and is supported by library research through the collection of secondary data from scientific journals, international institutional reports, government policy documents, and relevant previous studies. Data analysis was conducted descriptively and comparatively using the approaches of Digital Era Governance (DEG), Institutional Theory, New Public Management (NPM), and Socio-Technical Systems Theory. The findings indicate that South Korea has successfully developed an integrated digital government through consistent national policies, strong data interoperability, high bureaucratic capacity, adaptive organizational culture, and equitable digital infrastructure development. Meanwhile, Indonesia is still in the transition stage from e-government to digital government and faces various challenges, such as inter-agency system fragmentation, low data interoperability, unequal digital infrastructure, limited civil servant competencies, and bureaucratic resistance to change. This study concludes that the success of digital transformation in public administration is determined more by institutional strength and bureaucratic reform than merely by technology adoption. Therefore, Indonesia needs to position digital transformation as a comprehensive state reform agenda in order to create a modern, responsive, and public service-oriented government.

Felix Riondi Sugar; Anjelinus Sandri; Marselinus Langgor; Adelberto Wili Boko; Iluminata Fatreimin Adur +2 more

Coram Mundo : Jurnal Teologi dan Pendidikan Agama Kristen 2026 Sekolah Tinggi Teologi Injili Arastamar (SETIA) Ngabang

This study examines the eco-eschatological dimensions embedded in the myths and traditions of pante among the Manggarai people of East Nusa Tenggara, Indonesia. The pante tradition is not merely understood as an economic activity involving the tapping and processing of palm sap, but also as a cultural practice that embodies ecological, spiritual, social, and ethical values. Through this tradition, the Manggarai people maintain a harmonious relationship with nature and recognize their responsibility toward the environment as part of a sacred cosmic order. This study employs a qualitative approach based on literature review and hermeneutical-theological analysis to explore the symbolic meanings and theological implications of the pante myth. The findings reveal that the pante myth reflects the Manggarai people’s cosmological worldview, in which nature is regarded as a living and sacred reality that must be respected and protected. Furthermore, the tradition promotes an ethic of sustainability that discourages excessive exploitation of natural resources and encourages balance between human needs and environmental preservation. From an eco-eschatological perspective, the pante tradition represents a vision of hope for the restoration of relationships among humans, nature, and God, anticipating the fulfillment of the “new heaven and new earth.” Therefore, this study affirms that Manggarai local wisdom provides a valuable contribution to the development of contextual, ecological, and sustainable theology in contemporary society.

Salma Asriani; Vivin Deva Alia; Marjam Desma Rahadhini

Journal of Management and Social Sciences 2026 CV. Aksara Global Akademia

This study is motivated by the escalation of mass protests in Pati Regency throughout 2025, triggered by significant increases in Land and Building Tax (PBB-P2) rates and prolonged agrarian disputes in the Kendeng Mountains region. These socio-political tensions indicate weaknesses in public communication governance between local government authorities and local communities. This conceptual article employs an integrative literature review combined with a descriptive-analytical approach to secondary data derived from media transcripts, fiscal policy documents, and legal studies on public order management. The findings reveal that the protests were fundamentally driven by a public communication crisis rather than merely fiscal or agrarian policy issues. The implementation of coercive one-way communication and confrontational rhetoric by government elites undermined relational trust and threatened the communal dignity of citizens. Furthermore, post-crisis apology strategies were perceived as insufficiently authentic when not accompanied by substantive corrective actions. The study concludes that the formal legal validity of local regulations does not guarantee successful implementation without obtaining a community's Social License to Operate (SLO). Therefore, this article proposes the Symmetrical Community Engagement (SCE) framework as a new paradigm for repositioning public sector public relations toward a proactive and participatory approach from the pre-legislative stage to support democratic governance

Okta Putri, Ni Putu Clara Devina; Senastri, Ni Made Jaya; Antaguna, Nyoman Gde

DINAMIKA HUKUM 2026 Universitas Stikubank

ABSTRACT There must be a fair and balanced application of the legal rights and responsibilities that arise from the employment relationship between employers and employees. Employers' continued activities of withholding diplomas from workers, even after the employment relationship has ended, may have negative consequences for workers and limit their ability to find new career possibilities. The purpose of this research is to examine the employment agreement's provisions on the parties' respective roles and responsibilities in the workplace, and to determine whether or not employees have any recourse if their employers choose to retain their diplomas even after the job relationship has ended. Normative legal research using conceptual, factual, and regulatory approaches is the study technique used. Holding workers' diplomas is illegal, violates their human rights, and goes against labor laws and regulations, according to the report. Legislation protects employees both preemptively, via government oversight and normative regulation, and punitively, via processes for resolving disputes in industrial relations and the imposition of administrative, civil, and criminal penalties. Companies cannot legitimately withhold diplomas; thus, this practice must end in order to provide legal clarity and respect for workers' dignity. Keywords : Legal Protection, Workers, Diploma.

Zul Khaidir Kadir

Jurnal Ilmu Pertahanan, Politik dan Hukum Indonesia 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

This article examines honor killing in North Africa as a form of gender-based violence rooted in family honor, patriarchal control, and social change that has not yet produced a stable new order. The research employs normative legal methods through statutory, case, and comparative criminal law approaches across three representative jurisdictions, namely Egypt, Morocco, and Tunisia. The primary legal materials include criminal provisions on homicide, adultery, mitigating excuses, and the protection of women, with particular attention to Article 237 of the Egyptian Penal Code, Articles 418 and 491 of the Moroccan Penal Code, the repeal history of Article 207 of the Tunisian Penal Code, Article 236 of the Tunisian Penal Code, and Law No. 58 of 2017 on Eliminating Violence Against Women. The findings show that honor in this region operates as a social mechanism for regulating women’s bodies, sexuality, mobility, and life choices, reinforced by community pressure, reputational stigma, and family-based moral legitimacy. Social transition does not remove this logic; instead, it reshapes conflict and diversifies forms of control, ranging from threats, confinement, coercion, and the criminalization of sexual morality to homicide itself. On the legal plane, Egypt and Morocco still retain norms that soften criminal responses in certain situations linked to adultery, whereas Tunisia has moved in a more progressive direction by abolishing explicit mitigation and strengthening protection for women, even though the regulation of sexual morality has not been fully abandoned.

Roberto Jeronimo Cristovão; Emiliana Sri Pudjiarti

International Journal of Sociology and Law 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

This study aims to analyze bureaucratic transformation and public service innovation in the dynamics of the administrative capacity of the Dili City government, specifically at the Cristo Rei District Office, in realizing responsive, accountable, and quality public services. The research approach employed a mixed methods approach, collecting quantitative data through questionnaires from 12 respondents and qualitative data through in-depth interviews with four key informants: Fernando Araujo (District Head), Marciana de Jesus Soares (Head of Administration and Finance), Jose Sarmento (Head of Program Planning), and Ernesto Mendonça (Head of Public Relations). Statistical analysis showed that institutional capacity had a very strong influence on public accountability (r = 0.806; p = 0.002), while bureaucratic responsiveness had a very strong influence on the quality of public services (r = 0.727; p = 0.007). The interviews revealed concrete practices of bureaucratic transformation, such as effective internal coordination, orderly administrative procedures, one-stop service, and responsiveness to citizen needs. This study indicates that institutional capacity and bureaucratic responsiveness are the dominant factors in improving service quality, while formal accountability needs to be made more open and participatory. The findings support the Theory of Administrative Capacity and the New Public Service, and offer recommendations to strengthen participatory mechanisms and make performance evaluation more transparent.  

Maryona Septiara; Maie Istighosah; Yudha Islami Sulistya; Imam Adiyana; Alfilia Hilda Rahmatika

Jurnal Pengabdian Sosial 2026 Lembaga Pengembangan Kinerja Dosen

Durian Bhineka Bawor is one of the leading local commodities of Alasmalang Village with high economic potential. However, product promotion and marketing activities are still dominated by conventional methods and limited local networks, resulting in restricted market access, low competitiveness, and the absence of structured product information documentation. This community service program aims to address these challenges through the implementation of an interactive website integrated with an AI Agent, serving as a centralized information platform as well as a digital product ordering service. The main objectives of this program are to strengthen local durian branding through the utilization of modern digital technology, expand market reach, and enhance community digital literacy. The implementation method was carried out in several stages, including program coordination and socialization, content needs assessment, website design and development, AI Agent and WhatsApp server integration, system testing, manager training, official deployment, and continuous assistance. The AI Agent provides interactive services in the form of product information delivery, personalized recommendations, and order facilitation directly connected to the admin dashboard and social media platforms, thereby accelerating transaction processes and improving consumer experience. The expected outcomes of this program include the establishment of a more professional, transparent, and efficient promotion and ordering system for Durian Bhineka Bawor products. The developed platform is expected to expand market access, increase product sales, and create new digital-based business opportunities. Furthermore, this program contributes to community empowerment by improving digital skills and technology management capabilities to support local economic independence and competitiveness.

Arnold Moruk Pawarrangan; Urbanus Ola Hurek; Meylisa Yuliastuti Sahan

Jurnal Pengabdian Masyarakat Terapan 2026 Lembaga Pengembangan Kinerja Dosen

This MBKM program aims to develop innovative woven textile designs in Laranwutun Village, Ile Ape District, Lembata Regency, as an effort to enhance the economic value of local products through the utilization of digital marketing based on Facebook. Laranwutun Village possesses significant potential in traditional ikat weaving; however, artisans still face challenges in design development and rely on conventional marketing practices. The program was implemented over a two-month period involving MBKM students, local weavers, and MSME actors. The implementation methods included mentoring in creating innovative textile designs by combining traditional motifs with modern color trends, product photography training, and training on the use of Facebook for promotion and sales. The results indicate an improvement in artisans’ ability to create new designs, enhanced product visual quality, and expanded digital marketing reach. Following the training, five artisans actively utilized Facebook as a promotional medium and successfully received orders from outside the region.Overall, this MBKM activity contributes to strengthening the creative economy based on local culture and enhancing the independence of woven-textile entrepreneurs in Laranwutun Village through accessible and sustainable digital technology utilization.

Alam Anbari; Dyah Ersita Yustanti

Majelis : Jurnal Hukum Indonesia 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

The phenomenon of homelessness and begging in public places remains a complex social problem and impacts public order and legal norms. The main problem in this study is how the criminal law is applied to homelessness and begging in public places, and how the provisions compare in the old Criminal Code and the new Criminal Code based on Law Number 1 of 2023. This study uses a normative juridical method with a statutory approach and literature study. In the old Criminal Code, begging is regulated in Article 504 which threatens imprisonment for anyone who begs in public. Meanwhile, the new Criminal Code regulates similar acts in Article 425 which no longer uses the term "begging" explicitly, but regulates the prohibition against the repeated exploitation of certain activities in public places that disturb the community. The research results show that, despite substantial continuity, the new Criminal Code tends to use a more humanistic approach and emphasizes social rehabilitation. Law enforcement against vagrants and beggars still faces various obstacles, such as low public reporting, limited oversight by authorities, and a lack of rehabilitation facilities. Therefore, the main conclusion of this research is that a repressive approach alone is insufficiently effective. An integrated legal strategy is needed, combining penal and non-penal approaches with the active involvement of the government, the community, and social institutions.

Raymundus Anthony Samadi; Andi Faisal Bakti

Federalisme : Jurnal Kajian Hukum dan Ilmu Komunikasi 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

The transformation of political communication in the digital era has fundamentally altered the ways political parties and their affiliated wing organizations interact with party cadres and the broader public. In Indonesia, party wing organizations such as Angkatan Muda Pembaharuan Indonesia (AMPI), Angkatan Muda Partai Golkar (AMPG), and other youth wings increasingly rely on social media as the primary medium for political cadre formation. However, this shift has not only created new opportunities for participation but has also generated structural problems, including the dominance of symbolic communication, the personalization of political elites, and the subordination of ideological discourse to the algorithmic logic of digital platforms. This article aims to critically examine how the digital political communication of party wing organizations operates within the context of Indonesia’s representative democracy, the extent to which it constitutes a deliberative public sphere for young cadres, and how such practices affect the quality of political cadre formation. Employing a critical paradigm and a transdisciplinary qualitative approach, the study integrates Habermas’s theory of the public sphere, Aeron Davis’s evaluation of democratic communication, and the concept of the mediatization of politics. The findings indicate that the digital communication of party wings tends to function primarily as an instrument of symbolic consolidation and loyalty mobilization rather than as an arena for dialogical political education. Consequently, digital cadre formation produces representational identities more than critical political consciousness. This article therefore recommends a reorientation of the digital political communication of party wing organizations toward deliberative and emancipatory models in order to strengthen internal party democracy and promote substantive political regeneration.

Muhammad Azmi Auf; Ahmad Arifi, Ahmad Arifi

Al Irfan: Jurnal Ilmu Pendidikan dan Penelitian 2026 IAI Sunan Giri Trenggalek

This study analyzes the orientation of Islamic education graduates in Indonesia during the late New Order and early Reform periods (1990–2000). It departs from the contrast between the dominant state perspective, which viewed Islamic education as an instrument for political stability and national development, and a critical perspective that considers education as a space for liberation and social awareness. The research aims to describe the state policies on Islamic education during the New Order, examine the shifts in graduate orientation during the crisis and Reform transition, and explore institutional strengthening and intellectual development after 2000. This study employs a qualitative research design with an interpretive critical approach, grounded in Paulo Freire’s theory of critical consciousness and Antonio Gramsci’s concept of hegemony, applied to analyze policy documents, curricula, and Islamic education archives. The findings reveal that Islamic education under the New Order was directed toward producing bureaucratic and ideologically loyal graduates, while in the Reform era it shifted toward institutional autonomy and intellectual professionalism. The study concludes that the orientation of Islamic education graduates reflects the dynamic relationship between political power and the transformation of social consciousness. This research contributes to the study of Islamic education politics through a historical–critical and ideological analytical approach.

Rawuh Yuda Yuwana; Seli Marlina Radja Leba

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

This study examines the interaction between word order, focus, and prosody in Indonesian and English within the framework of the syntax–prosody interface. While previous studies have largely focused on Indo-European languages, limited attention has been given to how these components interact in typologically distinct languages such as Indonesian. To address this gap, the study employs a mixed-method design combining corpus-based analysis and experimental approaches, including production and perception tasks. The corpus data reveal that English predominantly relies on prosodic marking to signal focus, whereas Indonesian demonstrates greater flexibility in word order, using syntactic fronting alongside prosodic cues. Experimental results further show that pitch (F0) is a stronger predictor of focus interpretation in English, whereas in Indonesian, a more distributed system involving both syntactic and prosodic features is observed. Statistical analyses, including linear mixed-effects models, confirm that language type, focus position, and prosodic parameters significantly influence focus interpretation. The findings contribute to the theoretical development of the syntax–prosody interface by demonstrating that focus realization is shaped by language-specific constraints while still reflecting universal principles of information structure. Methodologically, the study highlights the effectiveness of integrating corpus and experimental data in cross-linguistic research. These results provide new insights into typological variation in focus marking and offer a more comprehensive understanding of how syntax and prosody interact in natural language.

Fachrul Rozy Ramadhan Bachmid; Jiwa Pribadi Agustianto

Jurnal Pajak dan Analisis Ekonomi Syariah 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Tax extensification through the Policy of Integrating the Population Identification Number into the Taxpayer Identification Number is a new breakthrough of the Directorate General of Taxes which comes from the many public complaints about the number of government identity numbers that need to be owned, therefore the Single Identification Number (SIN) will be implemented between the Population Identification Number and the Taxpayer Identification Number. This research was conducted to find out how the Tax Extensification of the Population Identification Number Policy becomes a Taxpayer Identification Number in order to increase compliance of individual taxpayers at the West Bekasi Pratama Tax Service Office in 2022. This research method uses a qualitative descriptive method. The results of this study indicate that the implementation of Extensification on the existence of the Population Identification Number policy into a Taxpayer Identification Number has been able to increase the number and compliance of taxpayers. However, there are still obstacles in the form of many taxpayers who feel complicated by the matching process due to differences in data in the Population Identification Number and in the Taxpayer Identification Number which affects the initial process in the form of matching has not been fully achieved, and there is still a lack of tax education owned by taxpayers. And some of the ways that can be done to help Extensification of this policy is to conduct intensive and equitable socialization and counseling by utilizing technology and social media so that the education and information conveyed can be received by taxpayers.

I Made Kresna Sanjaya Aditama

Perspektif Administrasi Publik dan hukum 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The reform of criminal law in Indonesia has become an increasingly urgent necessity in line with social developments, technological advancement, and the growing complexity and diversity of crime. Law Number 1 of 2023 concerning the new Criminal Code (Kitab Undang-Undang Hukum Pidana/KUHP) emerges as a comprehensive effort to replace the colonial-era Criminal Code and to align the national criminal law system with the current conditions of Indonesian society. This new Criminal Code introduces several significant changes, including the regulation of cybercrime, protection of the environment, the reinforcement of humanitarian values, and the strengthening of the principle of limiting criminal sanctions on individual liberty in order to ensure the protection of human rights. This paper aims to analyze the direction and substance of the Criminal Code reform, evaluate its potential implementation, and assess the implications of these changes for criminal law enforcement practices in Indonesia. The research method employed is a literature review using a normative approach, conducted through the analysis of statutory regulations, criminal law theories, and relevant case studies. The results of the analysis indicate that the new Criminal Code provides a more adaptive and responsive legal framework to contemporary issues; however, the effectiveness of its implementation largely depends on the readiness of law enforcement authorities, the intensity of regulatory socialization, and the level of public legal awareness. This study concludes that criminal law reform represents a strategic step toward realizing a criminal justice system that is more just, effective, and aligned with the values of Pancasila.

Rohmatulloh, Desy; Ani Rafika Sari; Mohamad Afrizal

Jurnal Rumpun Ilmu Bahasa dan Pendidikan 2026 Asosiasi Periset Bahasa Sastra Indonesia

Enforced disappearance during the New Order era represents a historical reality that has left profound wounds and prolonged uncertainty for both the victims and the families left behind. This reality is powerfully represented in Laut Bercerita, a novel by Leila S. Chudori, through the use of symbolic and evocative literary language. This study aims to reveal the representation of enforced disappearance through the use of figures of speech and metaphors in the novel. The research employs a descriptive qualitative method with a stylistic approach. The data consist of narrative excerpts containing figures of speech and metaphors related to experiences of loss, suffering, memory, and resistance. Data collection was conducted through intensive reading and systematic note-taking, while data analysis involved classifying types of figures of speech and interpreting their contextual meanings. The findings indicate that metaphors of the sea, silence, darkness, and alienation play a crucial role in constructing the representation of enforced disappearance as a traumatic experience that is not only physical but also psychological and collective in nature. The use of figurative language strengthens the narrative’s expressive power in conveying criticism of state violence while simultaneously preserving the memory of humanitarian tragedies that are often marginalized. This study implies that literary works can function as reflective media and as cultural documentation of histories of violence.

Marta Dinata, Riadi; Kurniawan Atmadja; Marhaeni Mahaeni; Lely Mustika

Jurnal Elektronika dan Komputer 2026 STEKOM PRESS

Traditional association rule analysis is effective at uncovering co-purchase patterns but fails to provide a global structural view of the market, which often results in fragmented and isolated insights. This study proposes a hybrid framework that integrates the Apriori algorithm with a Minimum Spanning Tree (MST) in order to validate and contextualize association rules within a single structural backbone. Transaction data from a retail store are transformed into a weighted, undirected product graph using an inverse-support function, and an MST is then extracted to represent the market backbone, while frequent itemsets and strong rules are obtained using Apriori. Experimental results on 236 multi-item transactions show that the MST backbone comprises 10 products and 9 fundamental links, with 66.67% of these links being confirmed by strong association rules, indicating a substantial coherence between statistical and structural evidence. The proposed model identifies 41 Apriori patterns that can be embedded in the MST and ranks them using a new metric, Structural Distance, which enables the categorization of Core Patterns, Bridge Patterns, and Complex Patterns according to their structural tightness. This hybrid perspective distinguishes dense, strategically meaningful bundles from anomalous but frequent combinations that are structurally peripheral, thereby offering a more holistic and actionable alternative to conventional Market Basket Analysis. The validated framework can support various applications, including store layout optimization, cross-selling strategies, and the design of path-based recommender systems, and it opens avenues for future extensions based on dynamic graphs and Graph Neural Networks.