Publication Search

Phishing is an evolving form of cybercrime that targets users' sensitive information through URL manipulation. Conventional detection methods such as blacklists and signature-based approaches have become increasingly inadequate in addressing the dynamic variations of modern phishing attacks. This study evaluates the effectiveness of Recurrent Neural Network (RNN) variants, such Long Short-Term Memory (LSTM), Bidirectional LSTM (Bi-LSTM), and Gated Recurrent Unit (GRU), in detecting phishing threats based on URL data. The methodology involves a Systematic Literature Review (SLR) of scholarly publications from the past ten years, complemented by experimental implementation of the models using a public dataset from Kaggle. Literature findings show that Bi-LSTM consistently achieves the highest accuracy, up to 99%, while GRU stands out for its computational efficiency. Experimental results support these findings, with Bi-LSTM achieving an accuracy of 96.22%, GRU 96.29%, and LSTM 95.43%. Classification metrics indicate that RNN-based models perform very well in detecting benign and defacement URLs, although their performance on phishing URLs remains challenged, particularly in terms of recall. These results confirm that RNNs remain a promising approach for phishing detection systems, especially when integrated into hybrid models with complementary architectures. This study is expected to provide a foundation for developing precise and adaptive AI systems to combat increasingly sophisticated phishing threats.

Justice is the realization of correct moral values for an object or individual, and is a fundamental foundation in solving the problem of economic and social inequality contained in the conventional system. The Islamic economic system emerged as an alternative solution to overcome the shortcomings of the system. This study uses a literature study approach to analyze the idea of justice in the framework of Islamic economics, which prioritizes the principles of balance and equality, and aims to build mutual trust and harmony so that all individuals can play an active role in creating common prosperity without prioritizing individual interests over collective interests.

Islamic economics emerged as an alternative system based on Islamic principles to overcome inequality and social injustice in the conventional economic system. This article aims to examine the role of Islamic economics in achieving social justice through four main pillars: digitization of Islamic finance, empowerment of Sharia-based MSMEs, strengthening Islamic microfinance institutions, and optimizing ZISWAF (zakat, infaq, sadaqah, and waqf). This study uses a qualitative method with a literature review approach using national and international journals published since 2021. The results of the study show that Islamic economics has great potential in building a fair, inclusive, and sustainable economic system if supported by technological innovation, integrative policies, and improving public literacy. This research emphasizes the need for synergy between the government, Islamic financial institutions, business actors, and the community to strengthen the role of the Islamic economy in national development. In addition, it is necessary to strengthen regulations and cross-sector collaboration so that the implementation of the Islamic economy can run optimally in various lines of life. With sustained support, Islamic economics is believed to be able to be a solution to complex modern economic challenges.

The purpose of this study was to determine and explain the role of salted egg businesses in helping to improve the economy of the community in Kandangan District. Micro and small businesses such as salted egg production have great potential in contributing to household income and local labor absorption. This study uses a case study method with a qualitative approach. Data were collected through field observations, in-depth interviews with salted egg business actors, and documentation of business activities. The results of the study show that salted egg businesses in Kandangan District are not only the main source of income for some people, but also create jobs, encourage economic independence, and increase the purchasing power of local people. In addition, business actors also show creativity in packaging and marketing products, both conventionally and digitally. This study concludes that salted egg businesses can be one of the driving forces of a sustainable local economy if supported by adequate training, market access, and capital.

This study aims to analyze the extent to which Sharia principles can stabilize the micro, small, and medium enterprises (MSME) market through the framework of Islamic demand and supply theory. In conventional economic systems, price fluctuations and market instability are common challenges for MSMEs. In contrast, Islamic economics offers a value-based approach that emphasizes honesty, justice, the prohibition of exploitation, and the concept of fair pricing (tsaman al-mitsli). This research employs a library research method by reviewing primary and secondary sources, including scholarly journals, classical Islamic economic texts, and recent empirical studies. The findings indicate that implementing Sharia principles fosters market stability through the reinforcement of business ethics, transparent information, and the utilization of Islamic instruments such as zakat, infaq, and profit-sharing-based financing. Furthermore, the concept of barakah (blessing) in transactions strengthens consumer loyalty and business resilience. This study concludes that Sharia principles are not only normative but also practical and strategic in addressing the challenges of market instability in the MSME sector. However, this research is limited to theoretical analysis and lacks empirical field data; therefore, future research employing quantitative or case study approaches is strongly recommended.

The rapid development of digital technology has brought significant changes to the field of education, including movement and dance learning for early childhood. In the context of Early Childhood Education (ECE), technology integration has been proven to enhance engagement, creativity, and cognitive development in children aged 5-6 years. This study aims to examine the extent of technology use in dance learning at RA Bunayya 2. Using a descriptive qualitative approach, data were collected through observations and interviews with educators. The research findings indicate that technological tools such as projectors and digital screens enhance children's focus, participation, and creativity in dance activities. Additionally, various supporting technologies, including mobile phones, cameras, microphones, and projectors, are utilized to enrich the learning experience, making the educational process more interactive and engaging. However, challenges such as unstable internet connections and varying levels of concentration among children require careful implementation. This study highlights the importance of balancing technology use in ECE, ensuring that digital tools serve as a support rather than replacing conventional pedagogical approaches.

Makmur Jaya is a company engaged in the production of snacks and faces challenges in controlling raw material inventory, such as inaccuracy in the number of orders and high storage costs. This study aims to apply the Economic Order Quantity (EOQ) method to improve efficiency in inventory management. The EOQ method is used to determine the optimal number of orders that can minimize the total cost of inventory, including ordering and storage costs. The results of the analysis show that the implementation of EOQ is able to significantly reduce the total cost of inventory compared to the conventional method that has been used by the company. In addition, EOQ also provides benefits in scheduling raw material orders more efficiently and systematically. Thus, the application of the EOQ method is an effective strategy in improving the efficiency of raw material inventory control in Makmur Jaya.

This research focuses on the implementation of conventional and digital learning media in Christian Religious Education and Character Education at SMP Negeri 8 Palangkaraya. The study aims to analyze the effectiveness of these media in enhancing student understanding and engagement. A quantitative experimental design was employed, involving 106 seventh-grade students divided into groups using different media: educational snake and ladder games for conventional media and interactive PowerPoint presentations for digital media. Data were collected through observations and Likert-scale questionnaires. The findings indicate that both media effectively foster a lively learning atmosphere, with students showing high enthusiasm and participation. The conventional media was particularly beneficial for active learners, while digital media catered to visual learners. The implications suggest that varied media use can enhance teaching quality and accommodate diverse learning styles, making learning more engaging and meaningful.

Stockpiles are accumulations of materials such as coal or ore stored at specific locations. Accurate stockpile volume measurement is crucial in the mining and logistics industries for inventory management and cost efficiency. Conventional methods like Real-Time Kinematic (RTK) GPS rely on surface coordinate measurements but require numerous points, especially for irregular-shaped objects. Newer technologies like Terrestrial Laser Scanners (TLS) offer high-precision alternatives by capturing thousands of points per second, expediting and enhancing the resolution of volume measurements. This study compares TLS and RTK GPS methods in measuring the volume of andesite rock stockpiles at PT Bara Tabang. This research uses a quantitative approach, involving six Ground Control Points (GCPs) measured using the Sokkia GRX2 RTK GPS on October 24, 2024. TLS generated over 8.6 million point cloud data filtered down to 35,197 points, while RTK GPS yielded 2,276 coordinates. Accuracy testing showed very small RMSE values (RMSEr: 0.008 m; RMSEz: 0.007 m), and both LE90 and CE90 demonstrated 90% confidence within a 0.012 m range. Volume calculation using Surpac software with the cut and fill method showed TLS produced a volume of 18,766 bcm (51,982 tons/m³), while RTK GPS resulted in 18,694 bcm (51,782 tons/m³), with a difference of 72 bcm or 0.211%.These results indicate that both methods offer acceptable accuracy; however, TLS provides greater data density, efficiency, and precision, particularly for complex or large-scale stockpile objects. Therefore, TLS is recommended for high-accuracy volume measurement in mining operations that require efficiency and detailed analysis.

The production process is a crucial aspect in ink formulation, especially violet spot color inks for gravure printing applications, which cannot be accurately reproduced through conventional process printing systems (CMYK). This research aims to optimize the production parameters of violet gravure inks that often exhibit color instability due to delays in the grinding and adjusting stages. The main focus of this research is to analyze the effect of variations in grinding duration, post-grinding aging time, and the amount of raw material on ink color yield, which is evaluated based on density, CIE Lab*, and ΔE parameters. The methodology used was a descriptive experiment on a laboratory scale. The results showed that the optimal treatment combination of grinding for 90 minutes, aging for 48 hours, and the use of 400 grams of material (P3K2L4) produced the highest density value (1.858) and ΔE (0.572), indicating color stability despite quantity variations. This finding indicates that optimization of grinding and aging time contributes to the improvement of pigment dispersion homogeneity and thermal stability of the resin, even without direct measurement of the transition glass temperature (Tg) value.

The objective of this study is to examine and compare the financial performance of Islamic banks and conventional banks in Indonesia during the 2019–2023 period. This research is motivated by the rapid growth of the Islamic banking industry; however, its market share remains relatively small compared to conventional banks. The study evaluates various financial ratio indicators, including Return on Assets (ROA), Net Interest Margin (NIM), Capital Adequacy Ratio (CAR), BOPO, Non-Performing Loans (NPL), and Non-Performing Financing (NPF), using a quantitative approach and comparative method. Data were collected from the annual financial reports of several major banks selected through purposive sampling. The results of the analysis indicate that conventional banks generally outperform in terms of profitability and operational efficiency, as reflected in the ROA and BOPO ratios. On the other hand, Islamic banks demonstrate more stable financing quality and liquidity, as indicated by relatively stable NPF and FDR ratios. These performance differences stem from the distinct operational principles of the two banking systems: interest-based operations for conventional banks and profit-sharing principles for Islamic banks. The study concludes that a more comprehensive evaluation method, integrating both sharia compliance and financial elements, is essential to provide a fair and accurate assessment of bank performance. The findings are expected to be valuable for regulators, academics, and industry practitioners in formulating policies that support a more inclusive and sustainable banking system.

The continuing economic inequality in Indonesia reflects the need for alternative approaches in macroeconomic policy. This study aims to analyze the integrative role of Islamic fiscal and monetary policies in realizing sustainable economic justice. The method used is a literature study of various relevant national and international scientific journals. The results show that Islamic fiscal policy through zakat and waqf instruments plays a role in wealth redistribution, while usury-free and real sector-oriented Islamic monetary policy maintains economic stability in an ethical manner. Compared to conventional economic systems, the Islamic approach offers a balance between spiritual values and economic effectiveness. The findings also show the importance of institutional synergy, public literacy, and integrated regulation to optimize the integration of the two policies. The implications of this research provide theoretical contributions for the development of Islamic economic models and offer strategic recommendations for the formulation of more equitable and inclusive public policies.  

Islamic microfinance institutions (IMFIs) in Indonesia have experienced notable progress in line with the growing public interest in Islamic economic principles. However, the competition between Islamic and conventional microfinance sectors is becoming increasingly intense. The LKMS BTM Artha Surya Cooperative, located in Tegal Regency, is currently facing pressure due to this competitive environment and must formulate an effective strategy to sustain and grow its business. This study aims to formulate a strategy using the Blue Ocean Strategy framework as an alternative to overcoming business rivalry. A qualitative approach was employed, gathering primary data through interviews and field observations at BTM Artha Surya Tegal, supported by secondary sources from relevant literature. The findings reveal that BTM Artha Surya has undergone transformation into Baitul Tanwil Muhammadiyah (BTM) Artha Surya and now provides various Sharia-compliant financing services. This research further elaborates on the murabahah financing process, including the recognition, measurement, and disclosure practices implemented in the financial statements of BTM Artha Surya Tegal.

This study uses a qualitative method and aims to dissect the differences between Islamic economics and conventional economics. This study found that Islamic economics is based on Islamic principles reflected in the Qur’an and Hadith, emphasizing social justice, balance, and avoiding elements of usury, gharar, and maysir in every economic activity. Meanwhile, conventional economics is based on the principles of a market economy that aims to maximize material profits without considering spiritual or moral aspects. The source of conventional economic law comes from rules made by humans, while Islamic economics refers to the law of Allah. The Islamic financial system uses profit- sharing mechanisms and halal investments, while the conventional system relies on interest as the main source of income. In addition, Islamic economics integrates social instruments such as zakat, infaq, and sedekah for wealth redistribution, while conventional economics emphasizes taxes and government policies. Thus, this study confirms that the fundamental differences between the two systems lie in their philosophical foundations, objectives, and operational mechanisms.  

Tempe artisans in Teluk Betung District, Bandar Lampung City play an important role in providing soybean-based food products. However, the marketing of their products is still conducted conventionally, relying on traditional markets and simple promotional methods, which limits market reach and reduces product competitiveness. This community service activity aims to improve the knowledge and skills of tempe artisans in implementing effective marketing strategies, particularly through digital platforms and product packaging development. The methods used included interactive lectures, group discussions, social media simulations, and practical sessions on designing product labels using simple applications. The workshop results showed that most participants successfully created business social media accounts, designed product labels, and understood the importance of attractive packaging in increasing product value. This activity is expected to serve as a stimulus for developing tempe product marketing in Teluk Betung and surrounding areas.

Islamic Religious Education (IRE) plays a crucial role in shaping the moral character of students at the elementary school level. However, learning methods used in IRE classrooms often remain conventional and teacher-centered, resulting in low student engagement and limited understanding of religious material. In response to the educational demands of the 21st century, a transformation in learning strategies is necessary. This study explores the implementation of active learning methods Card Sort, The Power of Two, and Snowballing as innovative approaches to revitalize IRE instruction. Using a qualitative descriptive method, data were gathered through classroom observations, in-depth interviews with teachers and students, and supporting documentation. The findings reveal that Card Sort enhances students’ ability to visually organize and connect religious concepts, The Power of Two facilitates deeper comprehension through peer discussion, and Snowballing promotes collaborative knowledge construction in stages. These methods contribute to a more interactive, student-centered, and meaningful learning process. Moreover, the integration of these strategies helps improve students' critical thinking, communication, and social-emotional skills while strengthening their internalization of Islamic values. Despite challenges such as instructional planning and classroom management, active learning techniques offer promising potential to transform IRE learning into a dynamic and participatory experience. The study provides practical recommendations for educators and school administrators to develop more effective and engaging IRE strategies.

Contemporary Christian leadership encounters complex challenges when integrating intellectual, emotional, and spiritual intelligence. Limited understanding of obedience as a leadership foundation results in weakened spiritual development and integrity in ministry. This research employs a qualitative approach through comprehensive literature review, analyzing diverse theological literature, scientific journals, and academic sources discussing Christian leadership and obedience principles. The study reveals the concept of "Obedience Before Greatness" as a leadership paradigm positioning submission to God as a prerequisite for greatness, contrasting conventional leadership approaches that prioritize external achievements. Findings demonstrate that authentic and sustainable Christian leadership grows from obedience to God rather than personal ambition. Submission shapes character and integrity, producing leaders who serve with humility for God's glory.

The study examines the effects of implementing the Creative Problem Solving (cps) instructional model integrated with Wordwall gamification on the mathematical problem solving abilities of eighth-grade Students at MTs. L-Bashriyah. The purpose of this research is to avaluate the impact of  CPS combined with Wordwall on students’ Performance in Two-Variable Linear Equation Systems (SPLDV) compared to conventional methods. This research employs a Quasi-Experimental design with a non-equivalent pretest-posttest control group. Using a quantitave approach. The sample consists of 40 eighth-grade students of MTs. AL-Bashriyah as the experimental group and 32 students of MTs. Nurul Huda as the control group. Selected through purposive sampling. Data analysis utilizes normalized gain scores and descriptive statistics with a 5% significance threshold. Results indicate a statistically significant improvement : the experimental group’s average postest score (81.16) markedly increased from the pretest (33.99). The control group showed moderate growth (66.45 from 32.91). Normalized gain analysis classifies the experimental group’s progress as high and the control group’s as medium. The findings demonstrate that CPS-Wordwall integration significantly enhances mathematical problem-solving skills. Thus, this model presents a viable innovative strategy for SPLDV instruction.

This study analyzes the reinvention of heroism and gender identity in Disney's Mulan (1998), an animated adaptation of the Chinese mythology of Hua Mulan.  Mulan diverges from conventional storylines that exalt masculine power and martial prowess, focusing instead on themes of heroism, self-discovery, and the subversion of strict gender standards.  The film amplifies a female protagonist who defies cultural norms, critiquing traditional heroics and redefining greatness via resilience, intellect, and ethical purity.  This study utilizes qualitative textual analysis and Joseph Campbell’s Hero’s Journey framework to examine how Mulan subverts patriarchal tropes, establishing personal sincerity and inner power as the genuine criteria of heroism.  This study examines feminist and postcolonial critiques of classical storytelling, asserting that Mulan reinterprets old myth as a modern metaphor of empowerment, demonstrating how contemporary adaptations can reclaim traditional narratives to embody progressive ideas.  The video serves as a radical act of mythopoetic resistance, presenting an alternative conception of heroism that surpasses gender and cultural limitations.

Indonesian people love to consume bananas as fruit. Many sources of nutrients, including minerals and carbohydrates, are contained in this fruit. Various UMKM (Usaha Mikro, Kecil dan Menengah) have grown by developing processed banana foods such as sale and banana chips. An important step in making processed banana dishes is cutting the bananas. In general UMKM still process bananas using conventional techniques, namely cutting using manual human power. The purpose of this study is to utilize gravity to design a banana cutting machine. Gravity will cause the banana pieces to fall into the storage container. The dimensions of the cutting machine are designed with a small size to facilitate mobility. The results showed that the use of a cutting machine increased the efficiency of banana cutting. A more uniform cutting thickness was achieved.