Purpose: This study seeks to deliver accurate, customized movie recommendations using the Sort Filter Skyline (SFS) algorithm. The approach considers factors like budget, box office earnings, popularity, runtime, and audience ratings to align closely with each user's specific preferences.
Methods: The Sort Filter Skyline (SFS) algorithm is employed, designed to identify and recommend items different from others within the dataset. Initially, the data undergoes preparation through pre-processing before being analyzed to compute entropy using the entropy formula. Before carrying out the dominance test, the SFS algorithm organizes the data based on entropy values.
Result: In this research, 176 skyline objects were identified from a dataset containing 4,803 movies, including well-known titles like "Avatar" and "Titanic." The Skyline Filter Sort (SFS) algorithm pinpointed these objects within 4 seconds. Additionally, evaluation results using synthetic data, as depicted in the data visualization, revealed that the number of attributes increased from 1 to 7. The dataset size grew, and the execution time also rose—from 18 seconds to 170 minutes. Despite this increase, the algorithm demonstrated efficient performance with optimized processing times.
Novelty: This study showcases the successful application of the SFS algorithm for generating personalized movie recommendations while tackling the difficulty of aligning viewer preferences with the extensive selection of films available. The findings offer important insights into enhancing recommendation systems by implementing algorithms efficiently and managing execution time complexity, contributing fresh perspectives to the field.

This study explores the association between employee preparedness to adopt technology in halal retailing and manufacturing industries, and halal supplier service quality on halal logistics performance. In this study, quantitative research was undertaken by gathering random sample data from 300 respondents working in Indonesian halal industries and suppliers. Inter-correlation analysis with SmartPLS was utilized to examine the extent to which employees' preparedness to accept technology in the halal retailing and manufacturing industries, as well as the quality of halal service suppliers, influence halal logistics performance. The findings of this study show that the willingness to employ technology in the retail halal business, as well as the quality of halal service suppliers, have a substantial impact on halal logistics performance. Meanwhile, technology readiness in the halal sector has a major influence on halal logistics performance. 

This study investigates the influence of workplace spirituality and ethical climate on organizational commitment and turnover intention among inpatient nurses. Using a quantitative approach, data were collected from 165 nurses with a minimum of one year of service and analyzed through Structural Equation Modeling (SEM) done by AMOS software. The results indicate that both workplace spirituality and ethical climate have a significant positive effect on organizational commitment, and a significant negative effect on turnover intention. Additionally, organizational commitment is found to negatively influence turnover intention. The study also reveals that organizational commitment significantly mediates the relationship between workplace spirituality and turnover intention, but does not significantly mediate the relationship between ethical climate and turnover intention. These findings emphasize the importance of fostering a spiritually supportive and ethically sound work environment to enhance nurse retention and organizational commitment.

STEM-based teaching can be challenging as it requires the integration of science, technology, engineering, and mathematics in one lesson. Selecting an engaging topic involving students’ experiences with current issues can be helpful in this regard. The Sustainable Development Goals (SDGs) are a relevant and impactful topic that may facilitate students’ communication skills. This research aimed to evaluate the Reform Teaching Observation Protocol (RTOP) using a STEM approach to address SDGs and to improve students’ communication skills. This research employed quantitative approach to measure an instrument for teaching STEM through the lens of SDG-related issues in the science learning. The process included creating the items, reviewing the RTOP, and testing these items with participants who are the representatives of the intended users. Exploratory Factor Analysis (EFA) was used to measure the structural correlations among items and topics and assess their internal reliability. The results identified five factors in the RTOP evaluation: developing scientific topics (8 items), skills in conveying specific examples (5 items), use of scientific language terms (2 items), representative forms of scientific evidence (2 items), and involving the STEM approach (2 items). The reliability of the RTOP, as indicated by Cronbach’s Alpha, was 0.818. Based on these findings, the research concludes that the RTOP is both valid and reliable, and can be implemented in the classroom to teach STEM and SDGs, thereby improving students’ communication skills.

The purpose of this study is to analyze the concept of CBT in the development of local tourism in the southern Rayon area of ??Pacitan related to the natural environment and socio-cultural economy as a strategy to develop a sustainable tourism framework. This study emphasizes a descriptive qualitative research approach that provides an overview of how the involvement of village communities in tourism development in the southern coastal area. The data collection methods used in this study are observation, in-depth interviews, and documentation. Observations were carried out in several related tourism areas such as tourist areas in the Kalak Village, Sendang Village, Widoro Village, and Sawahan Village areas. Research informants in this study involved several related parties such as business actors in the area around the tourist area, members of the Pokdarwis group, local village officials, and several residents in the related tourist area. The results of this study indicate that community involvement in the context of CBT can be seen in two main thing, namely the environment aspect and the socio-cultural economy aspect. In terms of the environment, CBT is seen in the strengthening of tourism infrastructure such as stalls, souvenir shops, car and motorbike parking, toilets, homestays, road access, fishing area and others. Meanwhile, in the socio-cultural economic aspect, CBT appears in the role of local community institutions such as BUMDes and Pokdarwis which act as a bridge to mediate the role of the community to be involved in the tourism development process in rural areas.

The Pesanggrahan Dalem Paku Buwono IX (PB IX) is situated in Langenharjo Village, Sukoharjo Regency, Indonesia. The site was founded in 1870 by PB IX (1830-1893), but it is currently facing environmental degradation, despite its past pristine water and natural hot springs. However, with the new management takeover by GPH Wicaksono, a descendant of the Surakarta Royal Family, there is hope for the conservation of this heritage site. This research explores servant leadership practices within the cultural context of GPH Wicaksono as the manager of heritage site in Langenharjo village. Drawing on Greenleaf's servant leadership principles, it examines how Javanese culture, and the wisdom of the manager can foster collective engagement in environmental preservation. The study aimed to provide valuable insights into leadership's role in promoting sustainability for the heritage site and the local community. The identification of servant leadership implementation in the heritage site was using a qualitative approach. Data collection involves on-site observations and in-depth interviews with relevant stakeholders, including community leaders, members of the community, and cultural enthusiasts. The data is analyzed using phenomenology analysis to identify specific servant leadership behaviors of site manager and their role in fostering environmental preservation and sustainability within the community. The study's findings showed that the manager is dedicated to preserving the heritage site by promoting strong ties with Javanese culture and tradition. He encourages an eco-friendly mindset and collective participation to sustainably protect the environment. He also values effective communication and respects his colleagues, which in turn fosters trust and empowerment among the team. By following principles of Javanese culture, he leads and empowers communities toward environmental sustainability. This study contributes to the importance of incorporating cultural values in leadership practices to foster collective engagement and green awareness for long-term environmental preservation. It serves as an initial study for further research using quantitative analysis to deepen our understanding of servant leadership’s effectiveness in diverse cultural contexts.

The Dhaka Metro Rail Line 1, also known as DMRT Line 1, is the first subterranean metro rail project in Bangladesh, and is currently undergoing depot construction work under contract package-1 (CP 01). The construction of depot work is mainly susceptible to ambient air quality due to the land development and soil improvement activities. The long-term construction period can significantly impact the surrounding air quality of the project area and so it is crucial to identify air pollution concerns and analyze the impact of air quality on the environment. This study evaluated ambient air quality in four distinct zones of the depot area from June 2023 to September 2024. There were several pollutants measured in the ambient air including Particulate Matters (PM10 and PM2.5), Ozone (O3), Lead (Pb), Sulfur Dioxide (SO2), Nitrogen Dioxide (NO2), Carbon Monoxide (CO). The air quality monitoring machine Oceanus AQM-09 and Haz-Scanner (HIM, 6000) were used for 8 hours on the site. The power-law equation of Schroeder and Jugloff, 2012 was applied to provide 24-hour and 8-hour averages for the air quality parameters. It is observed that in pre-monsoon period of 2024, there is quite high intensity of particulate matter (PM2.5) present in the air, whereas other air pollutants values were found in all four zones are moderate in the air samples as prescribed by Air Pollution Control Rules, 2022.

The mangrove area in Tritih Cilacap, Central Java is decreasing due to illegal logging. This affects the distribution pattern of gastropods. This study aims to determine the distribution pattern of gastropods and provide information related to physical chemical factors that play a role in gastropod distribution patterns. This study was conducted at five sampling points. Five sampling points from the sea to the land. The sampling method used for gastropods was collection from 1x1 m plots. Gastropods in the plot were collected by hand on the top of the sediment and in the sediment were taken 10 cm deep using a corer with 3 repetitions for each station. Environmental parameters measured were: temperature, salinity, organic matter content, pH, and substrate type. The distribution of gastropods in Tritih Cilacap mangrove forest has a clustering and random pattern. There were 11 species of gastropods found from 7 families. Gastropod species that have clustered distribution patterns are: Ceritidhea alata, Telescopium telescopium, Neritina violacea, Neritina zigzag, Chicoreus capucinus, and Assimenia brevicula. Gastropod species that have random distribution patterns are: Ceritidhea quadrata, Neritina lineata, Cassidulla aurisfelis, Cassidulla nucleus, and Littoraria carinifera. The results of BIOENV analysis showed that the most influential environmental factors on gastropod density were water temperature, salinity, organic matter content and sand substrate.

The extractive political economy chosen by the New Oder since the beginning of its rule has transformed natural resource-rich areas in Indonesia into areas at the heart of global capitalism. In the past, extractive politics began by opening the tap for foreign capital to exploit forests, converting scrubland into monoculture plantations and exploiting coal deposits. At the same time, colonial demographic politics were revived to open up major extractive areas, transforming scrubland from former HPH concessions into agricultural areas, alongside coal mining exploration. Tenggarong Seberang District, East Kalimantan has experienced social reconfiguration many times, from an area with a subsistence production model to a major coal extractive area in Kutai Kartanegara Regency. This article describes how Manunggal Jaya Village, which was previously managed by the local farming community, became a center for transmigrant settlements that successfully transformed the village into a center for Kutai rice farming during the New Order era; and drastically changed into a center for supporting services for the multinational mining industry after regional autonomy. The research was conducted for 2 months involving 3 researchers, 2 research assistants throughout August-October 2024. Primary data was collected through observation and in-depth interviews with 10 key informants. The results of the study found a social reconfiguration of the position and role of transmigrant farmers in Tenggarong Seberang. Transmigrants came from poor areas in East Java, became the dominant social class throughout the 1980s-90s, changed drastically into the most vulnerable marginal class entering the mid-2000s. Agricultural land conversion to mining sites, reduced government support; pressures from companies, village bureaucrats, and land brokers have placed significant burdens on farmers. They face water scarcity, land degradation, pollution, new pests, and psychological stress; discouraging younger generations from farming and leaving remaining farmers to struggle under these challenges.

Micro and small traditional culinary enterprises are desperately trying to set forth their brand image. This study aims to boost Purchase Intention supported by Brand Trust. Data were collected from 353 respondent using a simple random technique. The analysis method by PLS-SEM. Research findings showed that Brand Image andBrand Trust have a significant effect on Purchase Intention. Perceived Price and social media have no direct effect on Purchase Intention. However, both variables have significant indirect effects. These results highlight the importance of strong Brand Image and Brand Trust in shaping Purchase Intention, emphasizing the need for a holistic marketing that considers these factors while adjusting efforts regarding pricing and social media. The practical implications of this research suggest that focusing on building a positive brand image and consumer trust can increase the chances of success in marketing efforts. Moreover, the finding also highlighted that Brand Trust has paid its mediating role function significantly in supporting Brand Image and Perceived Price. Event though Social Media was not fully supported by Brand Trust, this research suggest to increase frequency of Social Media to gain a better result.