Reviewerly/exHarmony huggingface dataset:
Performance Evaluation of Capuchin Search Algorithm Through Non-linear Problems, and Optimization of Gear Train Design Problem

The purpose of this paper is to demonstrate the superiority of the Capuchin Search Algorithm (CapSA), a metaheuristic, in competitive environments and its advantages in optimizing engineering design problems. To achieve this, the CEC 2019 function set was used. Due to the challenging characteristics of the CEC 2019 function set in reaching a global solution, it effectively showcases the algorithm's quality. For this comparison, sea-horse optimizer (SHO), grey wolf optimizer (GWO), sine-cosine algorithm (SCA), and smell agent optimization (SAO) were chosen as current and effective alternatives to the CapSA algorithm. Furthermore, the gear train design problem (GTD) was selected as an engineering design problem. In addition to the CapSA algorithm, a hybrid of SCA and GWO algorithm (SC-GWO) and genetic algorithm (GA) were chosen as alternatives for optimizing this problem. The performance superiority and optimization power of the CapSA algorithm were assessed using statistical metrics and convergence curves, then compared with alternative algorithms. Experimental results conclusively demonstrate the significant effectiveness and advantages of the CapSA algorithm.
Clustering Analysis of Internal and External Factors Affecting Post-Pandemic Study Duration in XYZ Educational Institution Using the Orange Application

The COVID-19 pandemic has had a significant impact on various economic sectors in Indonesia, including the education system. Consequently, the educational landscape has undergone substantial changes, such as the shift from traditional classroom instruction to online learning. All students, regardless of their academic or non-academic backgrounds, have benefited from this transition in numerous ways. We are interested in identifying the most crucial factors that determine long-term learning outcomes and how academic and non-academic factors influence students' academic performance. The study will be conducted in October 2022 at SMK Negeri 6 Pekanbaru, and 529 out of 1400 participants will be randomly selected. We will use a Google Form with 22 questions to collect quantitative data.
Insulator Defect Detection Based on ML-YOLOv5 Algorithm

To address the challenges of balancing accuracy and speed, as well as the parameters and FLOPs in current insulator defect detection, we propose an enhanced insulator defect detection algorithm, ML-YOLOv5, based on the YOLOv5 network. The backbone module incorporates depthwise separable convolution, and the feature fusion C3 module is replaced with the improved C2f_DG module. Furthermore, we enhance the feature pyramid network (MFPN) and employ knowledge distillation using YOLOv5m as the teacher model. Experimental results demonstrate that this approach achieved a 46.9% reduction in parameter count and a 43.0% reduction in FLOPs, while maintaining an FPS of 63.6. It exhibited good accuracy and detection speed on both the CPLID and IDID datasets, making it suitable for real-time inspection of high-altitude insulator defects.
The future of audio-visual designers with a focus on sound

Sound designers have historically been associated primarily with the realm of films, TV-movies, and series production. However, the scope of their influence is expanding significantly beyond these domains. Notably, professionals in the fields of museum curation, festivals, theatres, and planetariums are increasingly recognizing the transformative potential of incorporating audio-visual elements into their presentations, thereby enhancing the overall quality of audience engagement. Traditionally, many museums have relied on subpar audio guides and monotonous recordings played through inadequate loudspeakers to accompany their exhibits. In stark contrast, innovative exhibition concepts are foregrounding the profound impact of audio-visual installations. These installations completely rethink exhibition experiences, offering visitors entirely new dimensions of engagement within the realms of art, history, and science. In the context of planetariums, a substantial majority of shows continue to feature cosmological themes and scientific narratives presented in full-dome environments. Nevertheless, universities and younger audio-visual designers are now pioneering groundbreaking advancements in immersive audio-visual experiences. The evolution of theatre is yet another arena undergoing a profound metamorphosis due to the integration of audio-visual elements. As multimedia theatre forms such as picture theatre, new music theatre, and dance theatre increasingly embrace interactive electronic media, the traditional theatrical experience is undergoing a paradigm shift. This departure from convention is ushering in a new era of audio-visual performance quality that transcends prior artistic boundaries. Given these transformative trends, the study of sound design is compelled to evolve in tandem. Incorporating visual tasks into the curriculum is becoming imperative, as sound designers navigate these innovative frontiers of multimedia integration. By embracing cross-disciplinary approaches that encompass both sonic and visual dimensions, aspiring sound designers will be better equipped to shape the future of immersive audio-visual storytelling across a diverse array of creative platforms.
Evaluation of Organic Treatments for Enhanced Bioremediation of Crude Oil Impacted Soil in Bayelsa State, Nigeria

The aim of this study was to evaluate organic treatments for enhanced bioremediation of crude oil impacted soil in Bayelsa State, Nigeria. Koroama community in Gbarain clan, Yenagoa local government area, Bayelsa State, Nigeria was randomly selected for the study. The experimental research design was adopted for this study, which was carried out for 28 days. The required soil samples were collected at a depth of 0 – 15cm from a 3 x 3m experimental plot developed in a farmland in Koroama community. Five sampled points, in the form of flat beds A, B, C, D and E respectively were randomly selected. Sampled beds A to D were simulated (contaminated) with 2.25kg of crude oil. The objective is to simulate conditions of a major crude oil spill. The crude oil contaminated soil samples were then allowed to condition for 6 days before treatment with 2kg organic treatments like goat manure (GM), poultry droppings (PD) and the combination of goat manure and poultry droppings (GM &amp; PD). Bed E was unpolluted and untreated (control A) while Bed D was crude oil impacted and untreated soil (control B). The study showed that the impact of crude oil on the soil affects both the physical properties of the soil. The study also showed that the sampled organic treatments were all effective in restoring the physical properties of the crude oil impacted soil. At the end of the study, GM showed the highest TPH degradation rate (62.1%) followed by PD (57.1%) and the least, the combination of GM &amp; PD (52.0%). Hence, the application of GM, PD and the combination of GM &amp; PD are highly recommended for bioremediation of crude of impacted soil with special preference to GM.
Conditions

We’re about to learn how to use the bool (true or false) data type to check conditions – in other words, to run code only if some value evaluates to true.
Export Diversification, Financial Sector Development and Economic Growth: Empirical Evidence from West African Sub-Region

In this study, we explored the influence of trade diversification and financial sector development on economic growth of ten West African countries for the period 2007 to 2020. The study employed the panel autoregressive distributed lag (ARDL) model since some of the variables were stationary at level while others were stationary at first difference, fully modified ordinary least squares approach of estimation, and Granger causality test. The findings of the study from the ARDL model indicated that export diversification exerts a negative effect on economic growth both in the short-run and in the long-run, though such effect were insignificant. The effect of financial sector development on growth is observed to be positive and significant in the short-run, and negative and significant in the long-run. From the robustness check, the FMOLS result indicated that export diversification exerted a negative and significant effect on growth; while the effect of financial development is positive but insignificant. The Granger causality test revealed that a unidirectional causality flow between export diversification and economic growth, with the former causing the latter. The implication of this findings is that countries within the West African region should specialize in some export products in order to boost efficiency in production and the resultant effect on greater export and export earnings.
The Influence of Ethical Leadership on Employee Performance through Organizational Citizenship Behavior and Intrinsic Motivation

Employee performance and its antecedents have always been exciting research topics as employee performance impacts organizational success. Concerning this, leaders are considered to have a significant role in influencing employee performance. Despite being extensively discussed in the literature, little research has investigated ethical leadership as a construct. This research examines the impacts of ethical leadership, organizational citizenship behavior, and intrinsic motivation on performance. The novelty of this research is that it uses two mediating variables that have never been used to examine the association between ethical leadership and performance. A quantitative method was used, and data was collected using a survey. Results indicated that ethical leadership affected organizational citizenship behavior and intrinsic motivation but did not affect employee performance. Ethical leadership influences employee performance if mediated by organizational citizenship behavior. These results may provide new insights for scholars and leaders. Theoretically, this study is one of a few attempts to understand the link between ethical leadership and performance, especially in Eastern culture. Our study suggests leaders should demonstrate ethical leadership to promote OCB and employee motivation.
Agile Software Development Assisted Implementation of a Mentoring Solution in a Large Enterprise

Mentoring and coaching have many forms and formats. Choosing the right one is often challenging because of cost, delays on program launch, concerns with adoption, participation and capacity, overall readiness of mentors, prioritization and how it fits the company’s objectives and culture. As part of talent development, organizational solutions, productivity and automations teams, which aim to develop mentor-mentee (coach-coached) matching engine and overall business process automation of a mentorship program, we had to identify the key deliverables, main features, evaluate existing solutions and then design, develop and operate the system. In this paper we present the in-house development process of a mentoring program software solution, its architecture and operations in trivago from 2018 until 2020.
Analisis Pengaruh Pendekatan STEM Terhadap Peningkatan Aktivitas Belajar Siswa: Meta Analisis

This study was conducted to determine the effect of the STEM approach on increasing student learning activities. The initial hypothesis used is that the STEM approach has an influence on increasing student learning activities. This goal was achieved by conducting a meta-analysis of 20 articles from the ERIC and Google Scholar databases that focused on changes or improvements in student learning activities after the implementation of education with the STEM approach. The results obtained from the analysis using machine learning showed a summary effect value with a percentage of effectiveness of 74%. The summary effect results show that learning with the STEM approach has a positive effect on increasing student learning activities as a whole in several variations of moderate variables used. The involvement of control and experimental classes was carried out to compare the increase in student learning activities using the STEM approach and without using the STEM approach. After a thorough analysis, it was concluded that learning using the STEM approach provides a superior effect compared to without using the STEM approach on increasing student learning activities so as to improve the quality of learning outcomes.
The Role of Virtual Reality in Science and Technology Education

In recent years, the integration of Virtual Reality (VR) into educational environments has marked a significant shift in pedagogical approaches, particularly in the realms of science and technology education. This study delves into the transformative potential of VR in enhancing interactive learning experiences. Our primary objective is to assess the impact of VR on student engagement, comprehension, and retention of complex scientific and technological concepts. Employing a qualitative research methodology, the study involved a diverse group of educators and students from various educational institutions. We conducted in-depth interviews, classroom observations, and thematic analysis of the data gathered from these interactions. The findings reveal that VR significantly enriches the learning experience by providing immersive, interactive environments that facilitate a deeper understanding of abstract concepts. This immersive technology enables students to visualize and manipulate scientific models and technological systems in ways that traditional teaching methods cannot. The results underscore the importance of VR as a tool for educators, offering a new paradigm in science and technology education that fosters a more engaging, interactive, and effective learning experience. The study concludes by highlighting the need for further research into the long-term effects of VR in educational settings and its potential to revolutionize traditional teaching methodologies.
Modeling The Impact Analysis of The Covid-19 Pandemic On The Tourism Sector In Palopo City With A Nonparametric Regression Approach

The implementation of social distancing causes a huge effect on the life sector in Indonesia, one of which is the tourism sector which has experienced the greatest impact due to this policy. One of the treatments that can be done is to find out the factors that are thought to have an influence on the increase in the tourism sector in Palopo city, many methods can be done, one of which is the regression analysis method. This study uses Spline non-parametric regression in modeling the data. The non-parametric regression model was chosen based on results of the identification that the data does not follow a certain distribution pattern. Gross regional domestic product data is used in the model. This can be seen from the resulting value of 76.94%. Gross Regional Domestic Product data is also modeled using multiple linear regression. This modeling is intended as a comparison model. The results show that the use of the non-parametric Spline better model in modeling the data compared to multiple linear regression.
Teaching English to Young Learners: A Literature Review

This study aimed to identify age-appropriate materials for teaching English to young students, explore engaging teaching methods that promote active participation and language acquisition, and investigate the importance of creating a supportive learning environment for young students. This research uses a library research method, which involves identifying and locating sources of factual information or personal or expert opinion on a research question. This method was chosen in this study because of its performance-enhancing properties. Therefore, this study requires strong theoretical and experimental evidence to support its argument. Research findings on age-appropriate English teaching materials for young students highlight the effectiveness of different strategies. Research highlights the importance of visual and interactive materials, storybooks, songs and hymns, games, and technology integration to engage younger students. These methods not only capture students' attention but also promote language skills, comprehension and vocabulary acquisition. In addition, establishing a positive and supportive atmosphere, clear expectations and routines, supportive teacher-student relationships, collaborative learning, and a safe communication environment are among them. elements necessary to promote optimal learning. The importance of creating positive teacher-student relationships cannot be overstated, as these relationships form the basis of a confident and nurturing classroom atmosphere. In addition, the study highlights the value of differentiated teaching methods that are tailored to young learners' diverse learning styles, language levels, and interests. By tailoring instruction to individual needs, teachers can ensure that all students feel respected and supported on their language learning journey.
Chaotic SFS-GTO Optimizer Algorithm for Flowshop Scheduling Problems

The implementation of a video game-inspired meta-heuristic algorithm in solving flowshop scheduling problems (FSP) is presented in this study. Impressive features from the previous well-known optimizer algorithms such as stochastic fractal search (SFS), artificial gorilla troops optimizer (GTO) and marine predators algorithm (MPA) are assembled with the additional of chaotic operators. Then, the proposed chaotic SFS-GTO optimizer (CSGO) performance has been evaluated to solve ten distinguish flowshop scheduling problems taken from literature and treated as benchmark test cases. The study considers minimizing the processing cost by organizing a set of jobs, <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$n$</tex> on a set of non-identical parallel machine, <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$m$</tex> with separate release and due dates. Using its predecessor algorithms as the benchmarking contestants, the performance of CSGO algorithm is evaluated and a comparative study is carried out. In conclusion, the proposed CSGO algorithm capable in solving lower dimension problems of FSP based on the statistical results and convergence curve analysis results. However, as the number of FSP problem dimension increased, its results accuracy performance deteriorated significantly in comparison to its predecessor algorithms.
Sistem Pengelolaan Arsip Dinamis di Kantor Kecamatan Bekasi Utara

The activities carried out by the organization will certainly create and produce a lot of archives. The archive becomes a document that must be maintained and cared for. The purpose of the research are to find: (1) The system of records management in the Kecamatan Bekasi Utara Office. (2) Obstacles experienced on records management in the Kecamatan Bekasi in Kecamatan Bekasi Utara office. The method that is used in this research is descriptive qualitative method. Data collection techniques that are used are observation, interviews and document study. The result of this study indicates that records management in the Kecamatan Bekasi Utara Office carried out in several stages, namely the creation of archives, use of archives, maintenance of archives and archive shrinkage. The storage system used is based on index and numeric. The management principle applied is centralization-decentralization. Obstacles experienced on records management are lack of available facilities and infrastructure, no special budget given, maintenance of rooms that have not used air conditioning, and a digital (computerized) management and storage system has not been implemented.
Manfaat Aplikasi Mendeley Bagi Mahasiswa dalam Penulisan Karya Ilmiah Mahasiswa Perpustakaan dan Ilmu Informasi Universitas Negeri Padang

This study aims to determine the benefits of the Mendeley application for students inwriting scientific papers for library and information science students using the ISO/IEC9126-2 Usability measurement method based on the four characteristics as indicators,namely Understandability, Learnability, Operability, and Attractiveness. This study used anexperimental method, namely pre-experimental designs. Pre-Experimental Designs Thisresearch is a design that includes pre-test, treatment and post-test. The population in thisstudy were library and information science students class of 2020. The number of samplesin the study were 47 people. The sampling technique is basic accidental examining(inadvertent inspecting), namely distributing questionnaires to respondents using Googlestructure via the WhatsApp application. The results of the pre-test showed that theunderstanding level of the Mendeley application reached 2.66%, the operability level of theMendeley application reached 2.15%, the learnability level of the Mendeley applicationreached 1.51 %, and the attractiveness of Mendeley applications is 3.11%. The results of thepost test showed that the understanding level of the Mendeley application reached 7.11%,the operability level of the Mendeley application reached 10.4%, the learnability level of theMendeley application reached 3.45 %, and the attractiveness of the Mendeley application is7.55%. From the pre test results, the post test results increase in the utilization andoperation of the Mendeley application. Based on these results it is concluded that theMendeley application has been utilized by users properly.
Transformasi Tata Kelola Arsip di Kantor Wali Nagari Dilam, Kec. Bukit Sundi, Kab. Solok

Rapid technological developments are not directly proportional to the management of records in an agency. This is evidenced by the fact that there are still many agencies that still manage their archives manually so that it takes a long time for the processing to reach the information retrieval process. One agency that has not yet managed its archives electronically is the Wali Nagari Dilam Office, Solok Regency. Therefore, there is a need for training related to managing records electronically using the ARTERI application to make it easier for village officials to manage their records. After conducting the training, there was an increase in the ability of the participants by as much as 70% so it is hoped that it will increase again so that all archives can be managed properly and can be found quickly and precisely.
Model Transformasi Informasi Artikel Minangkabau sebagai Preservasi Pengetahuan tentang Budaya Lokal

Newspaper articles are intellectual works of individuals that need to be respected as a form of information which can provide valuable knowledge to the reading community about various aspects of life. This source of information is frequently used as a primary reference to support various community activities such as developing knowledge and general insight. So far, there is no system of information available for continuous documentation for articles containing Minangkabau in printed newspapers. The writing of this paper aimed to explain the transformation model of Minangkabau articles in printed newspapers become information that can be accessed digitally. The research method used was research and design. Determination of the sample was using purposive sampling technique with specific criteria. The conditions is sample contains information that can be used all the time and comprehensively discuss one aspect of the lives of Minangkabau community. The study was conducted on 127 articles containing Minangkabau found in four newspapers which is spread in West Sumatra particularly Singgalang, Padang Ekspres, Posmetro, and Haluan through the use of the concept of information transformation and preservation of knowledge. The results of the study showed that the information transformation model of Minangkabau articles begins with article selection, article documentation in the form of clipping, indexation, context diagram formation and User Interface configuration as a design for digital documentation.