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CLASSIFICATION OF USER REVIEW SENTIMENT TOWARD PAYLATER SERVICES ON THE KREDIVO AND AKULAKU APPS USING NAÏVE BAYES

Parameswari, Sang Dara, Lubis, Muharman, Suakanto, Sinung
Abstract: PayLater services are one of the rapidly growing digital financial innovations widely utilised in fintech apps in Indonesia, including Kredivo and Akulaku. User reviews on the Google Play Store reflect a range of experiences,… nces, from satisfaction with the ease of use of the service to complaints regarding bills, interest rates, late payment fees, credit limits, and app performance. This study aims to classify the sentiment of user reviews regarding PayLater services on the Kredivo and Akulaku apps using the Multinomial Naïve Bayes algorithm. Data was collected via web scraping from the Google Play Store and automatically labelled based on user ratings, with ratings of 1-2 classified as negative sentiment and ratings of 4-5 as positive sentiment, whilst a rating of 3 was excluded as it was considered ambiguous. Following a preprocessing stage comprising cleaning, case folding, tokenisation, stopword removal, and stemming, as well as feature extraction using TF-IDF, 3,652 reviews were obtained with a training-to-test data split ratio of 80:20. The results indicate that positive sentiment dominates the dataset at 56.49%, whilst negative sentiment accounts for 43.51%. Analysis by application revealed that Kredivo was dominated by positive sentiment (68.20%), whilst Akulaku was dominated by negative sentiment (51.70%).  The Naïve Bayes multinomial model achieved an accuracy of 84.13%, with average precision, recall, and F1-score values of 0.84, demonstrating good and balanced classification performance across both sentiment classes.

LEGAL POLICY ON HANDLING CORRUPTION BASED ON MASLAHAH: THE PROBLEM OF DISPARITY IN THE IMPLEMENTATION OF ARTICLE 4 OF LAW OF THE REPUBLIC OF INDONESIA NUMBER 31 OF 1999

Yardi, Piet, Ulum, Bahrul, Halim, Abdul
Abstract: This research is motivated by the issue of the effectiveness of witness and victim protection within the Indonesian criminal justice system, which is considered not yet to fully reflect the values of restorative justice… nor to be harmoniously integrated into the framework of the national legal system. Although regulatory frameworks have been established through Law Number 13 of 2006 as amended by Law Number 31 of 2014 concerning the Protection of Witnesses and Victims, as well as various regulations related to whistleblower and justice collaborator protection, their implementation continues to face normative and structural weaknesses. The lack of synchronization between the Criminal Procedure Code (KUHAP), the Draft Criminal Procedure Code (RUU KUHAP), and other sectoral regulations has resulted in the suboptimal role of the Witness and Victim Protection Agency (LPSK) in guaranteeing the rights of witnesses, victims, perpetrator-witnesses, and reporters, particularly in criminal cases with broad and organized impacts. From the perspective of maqāṣid al-syarī‘ah and the Pancasila Justice Theory, legal protection for witnesses and victims should not be merely procedural-formal in nature, but must be directed toward the restoration of dignity, the assurance of security, and the comprehensive protection of human rights. This study aims to analyze the regulatory weaknesses in witness and victim protection from the perspective of the criminal justice system and to reconstruct such regulations based on restorative justice values. Employing a normative legal research paradigm combined with conceptual, statutory, and theoretical approaches, this research positions the Pancasila Justice Theory as the grand theory, the Legal System Theory as the middle theory, and the Legal Protection Theory as the applied theory. The findings indicate that regulatory reconstruction is necessary through strengthening the institutional position of LPSK, harmonizing it with the Draft Criminal Procedure Code (RUU KUHAP), and reinforcing the protection of whistleblowers and justice collaborators in a more comprehensive and non-discriminatory manner. This reconstruction is directed toward establishing a witness and victim protection system oriented toward restoration (restorative justice), balanced interests among the parties, and the realization of social justice as mandated by the values of Pancasila and human rights principles.

ANALYSIS OF ENVIRONMENTAL DISASTER MITIGATION ON REMPANG ISLAND : EVALUATION AND CANCELLATION OF NATIONAL STRATEGIC DEVELOPMENT POLICY

Ma’rifatullah, Tauhid, Yustina, Yustina
Abstract: The conflict surrounding the Rempang Eco-City National Strategic Project (PSN) on Rempang Island, Batam City, Riau Islands Province, is one of the most complex development policy crises of the past decade. This study analyzes… lyzes the neglected environmental disaster mitigation dimensions in the acceleration of the Rempang Eco-City PSN from nine environmental perspectives, while evaluating whether the cancellation of this strategic development policy is a normatively and empirically justifiable choice. Using a qualitative research approach with a case study design, the study combines regulatory analysis based on legal documents including Laws, Government Regulations, Presidential Regulations, Ministerial Regulations, Environmental Impact Assessment (AMDAL) documents, and the Batam City Spatial Plan (RTRW) with field data from secondary sources compiled between 2023–2025. The findings reveal four main conclusions: (1) regulatory incoherence exists between Permenko Ekuin No. 7/2023 and Law No. 32/2009 on Environmental Protection and Management (PPLH) as well as Law No. 27/2007 on Coastal Zone Management; (2) the AMDAL process was carried out procedurally without participatory substance and was only initiated after the conflict erupted; (3) environmental impacts including threats of deforestation of protected forests, mangrove ecosystem degradation, and sea sand exploitation have not been adequately mitigated; and (4) resistance from approximately 80% of affected residents indicates a failure of the Free, Prior, and Informed Consent (FPIC) principle. The most recent development shows that through Presidential Regulation (Perpres) No. 12 of 2025, signed by President Prabowo Subianto on February 10, 2025, Rempang Eco-City is no longer listed among the 77 national strategic projects. This study recommends a comprehensive policy evaluation for Rempang Island development based on an independent AMDAL review, fulfillment of the rights of the Malay indigenous community, and a moratorium on all construction activities until legal certainty is established.

BRIDGING THEORY AND PRACTICE IN ISLAMIC ECONOMICS: A PRISMA-BASED SYSTEMATIC REVIEW ON ZAKAT, WAQF, AND ISLAMIC SOCIAL FINANCE FOR WELFARE ENHANCEMENT

Ekawaty, Marlina, Hanafiansyah, Mochammad Rizki
Abstract: Islamic economics operates as a normative framework prioritizing social justice, equitable wealth redistribution, and collective wellbeing. Despite its robust philosophical foundations, empirical consensus regarding how… these tenets translate into measurable welfare outcomes across heterogeneous developing nations remains highly fragmented. This study addresses this critical gap by executing a systematic literature review guided by the PRISMA 2020 statement to synthesize empirical evidence on the operationalization of Zakat, Waqf, and Islamic Social Finance (ISF) as structural instruments for poverty reduction. Departing from traditional descriptive reviews, this paper introduces an original analytical taxonomy that maps the operational mechanics of ISF against micro-level and macro-level development outcomes. Based on a rigorous multi-stage screening of peer-reviewed empirical studies published between 2020 and 2025 across emerging economies, a final synthesized sample of $n = 10$ high-quality primary articles was evaluated. The qualitative narrative synthesis reveals that integrated ISF instruments exert a structurally positive impact on poverty alleviation, income optimization, and socio-economic empowerment, particularly when embedded within digital financial ecosystems and formal financial inclusion frameworks. However, the analysis uncovers substantial outcome heterogeneity, demonstrating that welfare efficacy is highly conditional upon institutional governance quality, targeting accuracy, and localized implementation designs. The structural novelty of this research lies in its empirical crystallization of the explicit boundary conditions under which normative faith-based capital successfully disrupts poverty traps, offering an evidence-based operational blueprint for policymakers and Sharia social institutions in the Global South.

HOSPITAL RESPONSIBILITY FOR MEDICAL MALPRACTICE IN THE PERSPECTIVE OF INDONESIAN CRIMINAL LAW

Kamri, Andi Khaedhir
Abstract: This study aims to analyze the concept and application of hospital criminal liability in cases of medical malpractice in the Indonesian criminal law system, as well as examine the relationship between the individual responsibility… onsibility of medical personnel and the responsibility of hospital institutions. This study uses a qualitative approach with case study methods and a juridical-normative approach enriched with empirical data. Data was collected through in-depth interviews with legal practitioners, medical personnel, and hospital managers, accompanied by a documentary study of laws and regulations, court rulings, and related literature. The results of the study show that criminal liability in cases of medical malpractice is generally still focused on individual medical personnel as direct perpetrators, while the accountability of hospital institutions has not been optimally applied in criminal law enforcement practices. In addition, it was found that there is a complex relationship between the professional responsibilities of medical personnel and the institutional obligations of hospitals in ensuring health service standards, including aspects of supervision, risk management, and medical service systems. This study concludes that it is necessary to strengthen the concept of corporate criminal liability for hospitals in cases of medical malpractice in order to create legal certainty and more balanced protection for patients, medical personnel, and health service institutions. The findings of this study contribute to the development of health law studies and become a basis for consideration for policymakers in formulating more effective regulations and law enforcement mechanisms.

THE QURAN AND THE DOWRY-GIVING TRADITION: A RELIGIOUS AND CULTURAL PERSPECTIVE ANALYSIS

Munadir, Rahmat
Abstract: This study aims to reveal the relationship between the values contained in the Qur'an and the traditional practice of dowry (mahr) giving, viewed from both religious and cultural perspectives. Using a qualitative approach… h based on the textual analysis of Qur'anic verses and in-depth interviews with experts in religious studies and cultural anthropology, this research integrates the frameworks of maqasid al-sharia and cultural anthropology theory to analyze the historical and contemporary transformation of dowry practices. The study also explores the symbolic meaning of dowry, not merely as an obligation but as a form of recognition of women's dignity and rights within the family. Furthermore, it examines the socio-economic factors influencing the amount of dowry and how these factors affect social structures and gender relations within society. In addition, comparisons are made with dowry practices in various other cultures and religions, enabling a deeper understanding of both the unique and shared aspects of universal human values. This comprehensive analysis seeks to provide new insights and a concrete contribution to contemporary discussions on the role of religion in social and cultural life, as well as the challenges of integrating tradition with the needs of modern society. The findings indicate that the practice of dowry giving, as prescribed in the Qur'anic verses, possesses profound normative and strategic values in ensuring justice and social balance within the family structure. Every element of the dowry is not merely symbolic but also embodies meanings that reflect responsibility, respect, and commitment in married life. Over time, the understanding and implementation of this tradition have undergone significant changes, influenced by evolving social, economic, and cultural conditions. This highlights the importance of not only preserving the tradition but also adapting it to meet the demands of contemporary society.

INTERFAITH MARRIAGE IN ISLAMIC FAMILY LAW: THE PERSPECTIVE OF CLASSICAL FIQH AND THE COMPILATION OF ISLAMIC LAW

Nurmalinda, Sri, Firmansyah, Heri
Abstract: Interfaith marriage is a classic yet ever-relevant issue in Islamic family law. This study aims to examine the legal status of interfaith marriage in Islamic family law through classical and contemporary fiqh perspectives,… s, as well as its arrangement in the Compilation of Islamic Law (KHI) in Indonesia. The method used is normative legal research with statutory and conceptual approaches, referring to authoritative classical tafsir and fiqh works such as Jami' al-Bayan by al-Tabari, al-Jami' li Ahkam al-Qur'an by al-Qurtubi, Tafsir Ibn Kathir, al-Umm by Imam al-Shafi'i, and al-Mughni by Ibn Qudamah, as well as contemporary works such as Fiqh al-Sunnah by Sayyid Sabiq and the works of Wahbah al-Zuhaili and Yusuf al-Qaradawi. The findings indicate that classical jurists unanimously prohibit the marriage of a Muslim woman to a non-Muslim man and the marriage of a Muslim man to a polytheist (mushrik) woman, but differ regarding the marriage of a Muslim man to a woman of the People of the Book (Ahl al-Kitab). Meanwhile, the KHI takes a stricter stance by prohibiting all forms of interfaith marriage, in line with the principle of preventing harm (sadd al-dhari'ah) and the MUI Fatwa of 2005. This study concludes that the KHI represents a contextualization of fiqh adapted to the conditions of Indonesian society.

STUDY OF ICONOGRAPHY AND ISLAMIC CULTURAL EXPRESSION AT THE GRAVE OF MARHUM PEKAN IN PEKANBARU

Prawito, Edi
Abstract: This study examines the visual symbols and cultural values ​​contained in the Marhum Pekan Tomb, one of the historical sites inherited from the Siak Sri Indrapura Sultanate which is the cultural identity of Pekanbaru City.… City. The purpose of this study is to reveal the meaning, philosophical values, and forms of acculturation of Islamic culture with local Malay traditions represented through the physical form and ornamentation of the tomb. This study uses a qualitative descriptive method with Erwin Panofsky's iconographic approach which includes three stages of analysis, namely pre-iconography, iconography, and iconology. Data sources were obtained through field observations, in-depth interviews, as well as literature and documentation reviews. The results of the study show that visually (pre-iconography), the Marhum Pekan Tomb displays the architectural characteristics of the Selaso Jatuh Kembar House, the use of Malay regalia, stepped jirat forms, and headstones with gender-differentiating shapes, all of which are a blend of local and Islamic culture. Based on the iconographic analysis, all ornaments in the form of plant and flower motifs contain symbolic meanings of purity, fragrant names, good deeds, and obedience to Islamic teachings that prohibit the depiction of living creatures. Meanwhile, iconological analysis reveals the fundamental meaning that this tomb complex is a tangible manifestation of the Malay people's philosophy of life, namely "Adat bersendi Syarak, Syarak bersendi Kitabbullah". The tomb of Marhum Pekan is not merely a burial place, but also evidence of the history of Islamic-Malay civilization and the collective memory of the community, which confirms that the development of Pekanbaru City grew and developed on a foundation of religious values ​​and harmonious local cultural wisdom.

MATHEMATICS LEARNING STRATEGIES FOR DEAF CHILDREN IN UNDERSTANDING STORY PROBLEMS

Shofa, Fasya Zahira, Farez, Muhammad Rafael Al, Dewi, Fajar Yunia, Rahma, Fika Nur, Sari, Noor Laila, Rahma, Yeni
Abstract: Mathematics learning plays an important role in developing logical thinking and problem-solving skills. However, for deaf students, understanding mathematical word problems remains a fairly complex challenge, mainly due… to limitations in language and communication aspects. This study aims to examine the characteristics of the difficulties experienced by deaf students, analyze the implementation of the learning strategies used, and investigate their effectiveness in improving understanding of mathematical word problems. This research employs a qualitative approach using a literature study method. The findings indicate that the main difficulties lie in understanding the language used in the problems, identifying important information, and transforming it into mathematical models. Effective learning strategies tend to be visual, contextual, and communicative, supported by the use of interactive media. Nevertheless, the use of media alone is not sufficient without well-structured instructional strategies. These findings emphasize that the integration of adaptive learning strategies plays a more significant role in improving deaf students’ understanding of mathematical word problems.

PROFESSIONALISM AND THE ROLE OF SHADOW TEACHERS IN INCLUSIVE EDUCATION SERVICES AT BUTTERFLY LEARNING CENTER

Lathifah, Inayatul, Pamungkas, Joko
Abstract: This study aims to describe the professionalism and roles of shadow teachers in supporting inclusive education services at Butterfly Learning Center (BLC). As an institution dedicated to transitioning children with special… al needs (CSN) into formal schooling, BLC implements an intensive one-to-one accompaniment system. This study employed a descriptive qualitative method, with data collected through in-depth interviews, direct observation of accompaniment activities, and document review. The findings indicate that shadow teachers at BLC fulfill multifunctional roles, including identifying each child's specific needs, designing intervention programmes, developing basic independence skills, and providing evaluations and progress reports to parents and classroom teachers. The professionalism of shadow teachers is demonstrated through their ability to adapt instructional strategies in accordance with each child's concentration level, as well as their physical and cognitive limitations. Furthermore, teachers engage in ongoing collaboration with parents to monitor and evaluate children's progress through regular daily reports. This study concludes that the competence and dedication of shadow teachers are critical factors in the successful transition of children with special needs into broader educational settings. An effective shadow teacher does not only focus on academic readiness, but also place equal emphasis on developing independence as a necessary foundation for children's social integration in the future.