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Customer satisfaction is a crucial indicator in assessing the quality of a company's products, services and overall experience. This research aims to identify the level of customer satisfaction and optimize the available data for effective use in sentiment analysis. In this study, we analyzed 4,353 customer reviews collected over the past year, with 3,481 reviews used as training data and 871 reviews as testing data. The analysis process was conducted using the Cross-Industry Standard Process for Data Mining (CRISP-DM) approach and leveraged the Logistic Regression algorithm to build a predictive model. Model evaluation using the confusion matrix yielded an accuracy of 94.60%, a precision of 94.26%, and a recall of 94.60%. The analysis was conducted using Jupyter Notebook and the Python programming language. The results indicate that sentiment analysis is effective in identifying and predicting customer satisfaction levels, which in turn can help a company’s products improve its service strategies. The optimization of previously underutilized data now provides deeper insights into customer perceptions and expectations, enabling the company to make more targeted decisions and enhance overall customer satisfaction.

This study analyzes the differences between the neoliberal and social democratic paradigms in poverty alleviation policies in Indonesia, by adding an Islamic Economic perspective as an alternative. The neoliberal paradigm focuses on free market mechanisms, deregulation, and minimizing the role of the state, but often exacerbates social inequality. In contrast, the social democratic paradigm balances the role of the market and state intervention through resource redistribution and protection of vulnerable groups through sustainable social programs. Islamic economics offers a complementary approach oriented towards the principles of distributive justice, balance, and solidarity, by integrating spiritual values ​​into socio-economic policies. A qualitative approach is used in this study, with policy analysis of programs such as the Family Hope Program (PKH) and the National Health Insurance (JKN). The results show that the social democratic paradigm is more effective in reducing poverty systemically than neoliberalism, especially through increasing access to education, health, and social protection. However, budget constraints, corruption, and infrastructure gaps remain significant challenges. The Islamic Economic perspective emphasizes the importance of zakat, waqf, and infaq as instruments of wealth redistribution that have the potential to strengthen inclusive and sustainable poverty alleviation policies. This study recommends strengthening the synergy between the paradigm of social democracy and the values ​​of Islamic Economics to create policies that are more effective, equitable, and oriented towards the welfare of society holistically.  

Teacher leadership is critical in shaping the educational environment and promoting positive change within schools. Teacher leadership fosters educational innovation and creates supportive learning environments. This study investigates the self-perceived leadership qualities of pre-service teachers, focusing on essential domains of teacher leadership, including self-awareness, leading change, communication, diversity, instructional proficiency, continuous improvement, and self-organization. Utilizing a structured survey instrument adopted and adapted from TLSA (Teacher Leadership Self-Assessment) by Katzenmeyer and Moller (2009). Data was gathered from a sample of teacher candidates to assess their competencies in these domains. The teacher candidates were the final-year Primary Teacher Education Program students at Esa Unggul University.  The findings indicate varying levels of readiness among the participants. The categorical analysis provides insights into specific areas where future teachers demonstrate potential and highlights domains where further development may be beneficial. This research contributes to the understanding of teacher leadership in the context of teacher preparation programs and underscores the importance of targeted support in nurturing well-rounded teacher leaders. Implications for curriculum adjustments and the integration of leadership training in teacher education programs are discussed.

This study explored the adaptation strategies of pre-service English teachers during their teaching practicum (PPL) in junior high schools implementing the Kurikulum Merdeka framework. The aim of the study is to explore how pre-service English teachers integrate the flexible and student-centered curriculum while adjusting to a variety of problems in a real-world classroom environment. Semi-structured interviews and non-participant observations were used in this qualitative study to collect data from six pre-service teachers. The results showed that pre-service teachers used a variety of strategies to deal with procedural, managerial, psychological, instructional, and cultural obstacles, such as reflective practices, collaborative mentoring, and differentiated instruction. In addition to highlighting the necessity of successfully promoting Kurikulum Merdeka, the study emphasizes the value of mentorship and reflective practices in promoting professional development. These findings help to enhance programs for preparing future teachers and offer insightful advice to pre-service English teachers as they enter into professional teaching roles.

Material handling is a form of transportation or conveyance carried out in an industrial company environment. This activity involves moving raw materials, semi-finished goods, or finished goods from the location of origin to a predetermined location. One of the material handling is Doors operation which is located in the furnace machine section which functions as a gate to release a billet that has been heated. In Material Handling, especially in doors operation, an automatic control system using a Programmable Logic Controller is needed. The type of PLC used is the Siemens S7-300 PLC. With the method of observation (observation) in the field of all the equipment that is done and with the literature study can be known material handling control system, especially doors operation. From the results of research on material handling doors operation, it can be seen that this control aims as a gate to release a billet either by remote control or direct control, so that billets that have been heated to a temperature of 1200 degrees can come out effectively and will go to several stands to be printed. All stages in material handling, especially doors operation, can be monitored on the CCTV screen and HMI (Human Machine Interface).

This community service program aims to equip students with knowledge and skills relevant to facing the challenges of the digital workforce. The activity was attended by 40 students, with materials covering four main topics: Understanding the Digital Era Workforce, Key Soft Skills for the Digital Era, Building Competencies for the Digital Workforce, and Preparing for Career Success. In addition, participants were guided in creating an individual Action Plan to prepare themselves for career success in the future. The methods used in this program included material presentations, interactive discussions, and the development of personal action plans, aiming to enhance both technical and non-technical skills needed in the digital workforce. Evaluation results show that 75% of students rated the material as excellent, 20% as good, and 5% found it somewhat beneficial. This indicates the program’s success in providing significant value to participants. This program is expected to enhance students' readiness to enter the increasingly digital and technology-driven job market, while providing valuable insights for planning and developing their careers. Moving forward, this activity can serve as a model for developing more effective community service programs that align with the needs of the modern workforce.

This study aims to analyze the influence of knowledge and motivation on accounting students' interest in choosing a career in taxation. The case study was conducted on students of the Accounting Study Program, Dua Saudara Bitung College of Business and Management and Petra Bitung College of Economics. The low interest of students in pursuing a career in taxation is often caused by a lack of knowledge about taxation and existing job opportunities. This study uses a quantitative approach with a survey method through a questionnaire. The results of this study are that Tax Knowledge (X1) has a significant and positive influence on Career Interest in Taxation (Y). This can be seen from the calculated t value of 4.157 which is greater than the t table (1.66543) and a very small significance value (0.000 0.05). Motivation (X2) has a significant and positive influence on Career Interest in Taxation (Y). The t-value for motivation is 3.059, which is greater than the t-table (1.66543), with a significance value of 0.003 0.05. It is concluded that both Tax Knowledge (X1) and Motivation (X2) have a significant influence on Career Interest in Taxation (Y) at the Bitung Dua Sudara Business and Management College and the Bitung Petra College of Economics. This shows that to increase career interest in taxation, it is important to develop knowledge and motivation related to the field. These two variables positively influence an individual's desire to pursue a career in the taxation profession.

The aim of this research is to: 1) determine an influence of entrepreneurial learning on the entrepreneurial interest of students in the UNS Office Administration Education study program; 2) determine an influence of the social environment on the entrepreneurial interest of students in the UNS Office Administration Education study program; and 3) determine an influence of entrepreneurial learning and the social environment together on the entrepreneurial interest of UNS Office Administration Education students. This research uses a quantitative approach with correlational methods. The population in this research is all students from the 2019 and 2020 Office Administration Education Study Program, totaling 113 students. This research uses a proportional stratified random sampling technique for sampling. The data analysis in this research uses multiple linear regression analysis techniques with the help of the IBM SPSS 24.0 program. The research results show that: 1) there is a positive influence of entrepreneurial learning on interest in entrepreneurship as evidenced by the calculated t value (1.712) > t table (1.658). 2) there is a positive influence of the social environment on interest in entrepreneurship as evidenced by the calculated t value (2.099) > t table (1.658). 3) there is a positive influence of entrepreneurial learning and the social environment together on interest in entrepreneurship as evidenced by the value of Fcount (6.287) > Ftable (3.08). The research results also show that entrepreneurial learning and the social environment together can influence interest in entrepreneurship by 10.3%, while the other 89.7% is influenced by other variables. Therefore, the overall results of this data analysis support the existing hypothesis.  

Internship is a learning process and or work practice for students to develop themselves and increase their knowledge about the world of work. This program functions to introduce the world of work to students, as well as improve their competence in the theories that students have learned in lectures to then be applied in the world of work. This internship is carried out by students at the Surabaya Religious Court. The activities carried out include providing consultations and making lawsuits/applications at the posbakum, providing information about court procedures in the information section, further processing lawsuits/applications registered in the registration section, mediating the parties in the case in the mediation room, and finally observing the course of the trial in the courtroom including conducting trial simulations.

This article aims to analyze Semarang's city diplomacy in solving environmental problems. Cities have an increasingly large role to play in this globalization era due to complex global issues, especially environmental issues. Cities are also having difficulty dealing with globalization due to the speed of population growth, economic pressures, excessive land use, and the increasing use of motor vehicles that release pollutants into the air. To address these issues, cities around the world are doing their best to find cooperative solutions through diplomacy. In addition, many national capitals cannot handle multiple tasks and, therefore, need to delegate some of their burden to other cities. In line with these objectives, this study utilizes an exploratory and descriptive qualitative research method, focusing on Semarang's diplomacy efforts. This study found that the Semarang city government has been perceived as an institution with clear political objectives that is fully committed to the practice of city diplomacy to engage directly, albeit in a limited way, in multilateral and bilateral international cooperation to find solutions to its environmental problems. The city government is no longer seen as an object of implementation of program plans formulated at the central level but also has the opportunity to formulate strategic plans or bottom-up procedures based on the needs of local communities and the suitability of the model with environmentally sustainable urban development.

This study is titled "Analysis of the Level of Digital Marketing Literacy Using the Experiential Learning Method Among Hospitality Students at Politeknik Harapan Bersama." The objective of this research is to evaluate and understand the level of digital marketing literacy possessed by hospitality students at Politeknik Harapan Bersama across various aspects, including the use of information technology, digital communication, online collaboration, and data security. This study employs a quantitative approach using a survey method, with questionnaires distributed to 26 students. The findings indicate that most students have an excellent level of digital marketing literacy, with an average percentage of 84.78%. However, there are still areas that need improvement, such as understanding digital ethics and selecting valid information. These findings provide valuable insights for developing more effective training programs to enhance digital skills in Hospitality Study Program.

This community service activity aims to integrate theory and practice through the construction of simple shelters by the academic community of the Vocational Program at Gorontalo State University. The activity is motivated by the need to improve the technical competence and social skills of building architecture students. The method used is participatory action learning, involving students and faculty members from planning to evaluation. The activities include group division, case studies at brick and block factories, construction of the lower, middle, and upper structures, and final assessment. The results showed that 70% of students mastered construction skills in accordance with simple building standards, with the final product being a functional shelter. The main challenges faced were team coordination and time management. Discussions confirmed that this model is effective in enhancing technical skills, teamwork, and understanding of sustainable construction, and is worth replicating in other vocational programs. The shelter construction also provided an opportunity to reflect on real-world applications of architectural theory, while addressing pressing community needs. Through active participation, students gained firsthand knowledge in applying design concepts and construction techniques that are crucial to the construction industry. Furthermore, the activity demonstrated the potential for developing students' abilities to apply architectural concepts that are not only relevant to academic requirements but also to practical, community-based construction needs. The project also emphasized the importance of sustainable building practices, focusing on materials and methods that minimize environmental impact. The construction of the shelter not only provided practical experience but also enriched students' knowledge in creating environmentally friendly and sustainable construction solutions.

This community service program aims to improve the understanding and application of Pancasila values, especially the fifth principle, in promoting social justice for employees. Through a series of socialization and discussion activities, this program focuses on employee awareness of the importance of social justice in the work environment. The results of this activity show an increase in employee understanding of the application of Pancasila values ​​in work relationships, which is expected to create a fairer and more harmonious work atmosphere. This program emphasizes that the application of Pancasila values ​​in the world of work is a strategic step to realize social justice for all employees.

Education is a learning process both through formal and informal activities whose aim is none other than individual self-development. As an effort to master various aspects, both cognitive, affective and psychomotor. Sharia economics in the current modernization context, especially in the concept of the Indonesian state, does not only focus on Muslims. Indonesia's multicultural society with various cultures, languages and religions is a very important market in the development of sharia economics. Likewise in educational institutions.  This research was conducted with the aim of observing the extent of the role of education in increasing Sharia Economic Awareness. The research methods used are observation and interviews. Observing and distributing questionnaires to be filled out by STAI Nurul Falah Airmolek students, especially the Sharia Economics Study Program and several other study program students.The results of this research show that students have a strong interest in sharia economics. They realize the importance of the understanding of Sharia Economics that they obtain to convey to society. However, it is a challenge for students because there are still many students who are not yet literate or aware of the presence of Sharia Banking. Social life and the environment are one of the factors that they consider that they don't really need banking services. Even though times have changed digitally. However, this is the reality that is happening today in the regional environment and is an effort for educators, practitioners and Sharia Banking itself to more aggressively build the interest of the academic community and academics in Sharia Banking.

Digitization of cooperatives and the use of technology are strategic steps in increasing economic competitiveness in the Madura handwritten batik sector, especially in Central Pakandangan Village, Sumenep Regency. This program aims to empower handwritten batik artisans through technology integration and digital capacity building. Some of the main activities include Search Engine Optimization (SEO) training, digital financial management through Accountable Digital Financial Management, digital cash book preparation, as well as Social Media Officer training and social media management strategies. The participants were also trained to create creative content, carry out digital branding of batik through logo design and visual branding, as well as build digital partnerships and cooperation. In addition, technological innovations are introduced through the use of night blasting machines to support production efficiency. This approach is expected to be able to increase the visibility of Madura written batik products, expand the market, and strengthen the competitiveness of artisans in the digital era. With a combination of training and the application of technology, this program contributes to the transformation of the digital-based economy in the Madura batik sector.

The National Strategic Program stipulated in Presidential Regulation (Perpres) Number 109 of 2020 concerning the Acceleration of Implementation of the National Food Estate Strategic Project, which was implemented in Gadabung Village, Pandih District, Pulang Pisau Regency was implemented well, so that the community felt the direct impact in the form of a harvest area of 1,205 Ha in a bumper harvest with New Superior Varieties of Inbred and Hybrid rice. The success of Gadabung Village as part of the development of the national strategic food estate project has had a positive impact on making the area charming in the form of vast expanses of rice fields, so that the village can be developed into a tourist village. Based on this, the aim of this research is that the Regional Government of Pulang Pisau Regency makes public policies that can be directly operational, by developing the potential resources owned by the government of Gadabung Village, Pandih Batu District. This research uses a qualitative approach, the data displayed is generally in the form of actual and accurate sentence descriptions and connects the problems studied with a qualitative approach. Researchers go out into the field to research the object of study and hold direct interactions with the community with the aim of obtaining in-depth information about this matter, conducting in-depth interviews and observations. Research Results Based on documentation data, Central Kalimantan Food Estate Development activities, especially in Gadabung Village, were carried out through programs and activities, namely area planning and development of facilities and infrastructure, human resource development and farmer corporations experiencing increased capacity and business diversification. This is a form of sustainability effort for upstream-downstream agricultural businesses based on areas and agro-ecosystem suitability clusters. Increasing the welfare of the people in Gadabung Village will be better by becoming a tourist destination, because the scenery in the area is very beautiful with the support of available natural resources, traditional arts and culture of local people and immigrants (transmigration), both ethnic Dayak, Banjar, Javanese, Sunda, where people live in harmony, safety and peace. The conclusion from the results of this research is that Gadabung Village is a village where the National Strategic Program has been implemented which has succeeded in meeting its objectives, namely making Gadabung Village one of the rice barns in Central Kalimantan, with rice fields stretching across thousands of hectares, and the community feels the direct impact on improving welfare. infrastructure becomes better, the village's potential can become a support for becoming a tourist destination or tourist village.  

This study examines the fundraising strategies implemented by LAZISNU East Java to increase the collection of Zakat, Infak, and Sedekah (ZIS) funds. Using a qualitative approach, this research identifies both online and offline fundraising methods. Online strategies include utilizing websites, social media, and crowdfunding platforms to expand donor reach. Meanwhile, offline strategies involve fundraising through donation boxes, religious events, and collaborations with various organizations. The findings indicate that combining digital and conventional strategies can enhance donor participation, strengthen transparency, and build public trust in ZIS fund management. Factors such as institutional legality, well-structured programs, and social media utilization also contribute to the effectiveness of fundraising efforts. Thus, adaptive and innovative fundraising strategies play a crucial role in optimizing ZIS fund collection and ensuring the sustainability of philanthropic-based social programs

Background: Pulmonary tuberculosis (TB) is an infectious disease that requires long-term treatment and patient compliance so that the healing process can be achieved properly. One of the factors that plays an important role in the success of pulmonary TB treatment is family support. Families who are directly involved in care and motivation can increase the patient's enthusiasm to complete treatment. Therefore, empowering families in supporting pulmonary TB treatment is very important to reduce the number of failed treatments and prevent drug resistance. This community service aims to empower families in providing effective support to pulmonary TB patients so that patients can complete their treatment completely. The empowerment program carried out through counseling on the importance of adherence to TB treatment, as well as training on how to care for patients and reduce social stigma against TB, is expected to increase the active role of families in supporting patient treatment. This community service activity involves families of pulmonary TB patients, medical personnel, and the surrounding community, with an educational and collaborative approach. The results of this community service show an increase in family understanding of TB disease, the importance of adherence to treatment, and a reduction in stigma against TB patients. In addition, families feel more prepared and motivated to support patients in undergoing treatment. Family empowerment has been proven effective in increasing the completion rate of pulmonary TB treatment, which in turn can reduce transmission rates and drug resistance.

The Pantai Indah Pohe tourist area in Pohe Village, Gorontalo City, holds significant potential as a premier coastal tourism destination. However, challenges such as a lack of adequate location markers and insufficient visual promotion strategies hinder its development. To address these issues, a community service initiative was carried out by the D4 Architecture and Building Construction (ABG) Program at Gorontalo State University. The initiative aimed to enhance the visual image of the area and foster greater community involvement in promoting local tourism. The project adopted a participatory approach, actively engaging the village government, tourism awareness groups, and residents of various age groups. The activities involved creating and installing a new signage system for the "Pantai Indah Pohe" area, which serves as a crucial element for enhancing the visibility of the tourist spot. In addition, community engagement was facilitated through events such as coloring contests and sack races, aimed at promoting a sense of unity and local pride. The outcomes of this initiative revealed an increase in community awareness regarding the importance of visual promotion for tourism. It also fostered stronger social connections between local residents and academics, contributing to the community’s sense of ownership and pride in their local resources. Furthermore, the initiative provided tangible contributions to the strengthening of the local identity, with community members actively participating in the improvement process. The project aligns with Community-Based Tourism (CBT) principles and placemaking theory, which emphasize the importance of community involvement in shaping tourist destinations. This community service activity serves as an exemplary model of integrating architectural design, education, and sustainable tourism development, showcasing how academic and community collaboration can drive positive changes in local tourism promotion.

In the current era of globalization and technology, computers, RFID are examples of information technology tools that are indispensable for meeting human needs in almost every aspect of life, including the management of infrastructure and equipment lending.According to direct research at Widya Praja Ungaran Vocational School, there are only two workers who handle facilities and infrastructure. In carrying out their work assignments, they still experience difficulties. Excess workload and the process of borrowing tools that still lacks a sense of responsibility, so that the results of the work are not maximized.The existence of increasingly sophisticated technology, the management of infrastructure and equipment lending can be done with the help of technological tools that will be implemented in this school. This research aims to make it easier to administer, because this school has not yet added a new workforce.This research can be designed with the help of software (Bootstrap, MySql), programming (PHP, Arduino IDE) and equipment (NodeMCU ESP8266, RFID, LCD, I2C, buzzer, power supply, breadboard, jumper cables, resistors, LEDs) to provide data information. more accurate, effective, efficient and provide a good working atmosphere in this school. It is hoped that this research can reduce work overload and create a sense of responsibility in borrowing equipment, using local networks (wifi / handphone) and computers or laptops, with the research method used is research and development (R&D).