Reviewerly/exHarmony huggingface dataset:
Analysis of the Use of Particle Swarm Optimization on Naïve Bayes for Classification of Credit Bank Applications

The selection of prospective customers who apply for credit in the banking world is a very important thing to be considered by the marketing department in order to avoid non-performing loans. The website www.kaggle.com currently provides South German Credit data in the form of supervised learning data. The use of data mining techniques makes it possible to find hidden patterns contained in large data sets, one of which is using classification modeling. This study aims to compare the classification of South German Credit data using the Naïve Bayes algorithm and compare the classification of South German Credit data using the Naïve Bayes algorithm with particle swarm optimization (PSO). The test was carried out using a confusion matrix to determine the accuracy, precision and recall values of the research model. Based on the test, it is known that PSO is able to increase the accuracy and recall of Nave Bayes, but PSO has not been able to increase the precision value of Nave Bayes. The test results show that PSO optimization gives Naïve Bayes an increase in the value of accuracy by 0.46%, and gives Naïve Bayes an increase in recall value by 3.02%.
A* Pathfinding Applications in Two-Dimensional AI Video Games

A widely varieties of game genre already exist in the world, one of them is a platform game-type, this type of game in which players are required to jump between the Platform, through various Obstacle, so that players can survive and continue the game to the next level. This type of games have a wide variety of game mechanics such as jumping higher with the help of an object such as trampoline, beat or slay the enemy AI (Artifical Intelligent enemy) using a weapon or Environment that exist in the game, The Development of the game with fast phase in-gamemovement speed hence the player reflect will be tested, this game is 2D based, which will be made using Unity and the assets that available at Unity Store and some are creator made.
Consciousness generates agent action

Consciousness directs the actions of the agent for its own purposive gains. It re-organises a stimulus-response linear causality to deliver generative, creative agent action that evaluates the subsequent experience prospectively. This inversion of causality affords special properties of control that are not accounted for in integrated information theory (IIT), which is predicated on a linear, deterministic cause-effect model. IIT remains an incomplete, abstract, and disembodied theory without explanation of the psychobiology of consciousness that serves the vital agency the organism.
Fast Tracking Algorithm Based on Spatial Regularization Correlation Filter

To solve the problem of the redundant number of training samples in a correlation filter-based tracking algorithm, the training samples were implicitly extended by circular shifts of the given target patches, and all the extended samples were used as negative samples for the fast online learning of the filter. Since all these shifted patches were not true negative samples of the target, the tracking process suffered from boundary effects, especially in challenging situations such as occlusion and background clutter, which can significantly impair the tracking performance of the tracker. Spatial regularization in the SRDCF tracking algorithm is an effective way to mitigate boundary effects, but it comes at the cost of highly increased time complexity, resulting in a very slow tracking speed of the SRDCF algorithm that cannot achieve a real-time tracking effect. To address this issue, we proposed a fast-tracking algorithm based on spatially regularized correlation filters that efficiently optimized the solved filters by replacing the Gauss–Seidel method in the SRDCF algorithm with the alternating direction multiplier method. The problem of slow speed in the SRDCF tracking algorithm improved, and the improved FSRCF algorithm achieved real-time tracking. An adaptive update mechanism was proposed by using the feedback from the high confidence tracking results to avoid model corruption. That is, a robust confidence evaluation criterion was introduced in the model update phase, which combined the maximum response criterion and the average peak correlation energy APCE criterion to determine whether to update the filter, thereby avoiding filter model drift and improving the target tracking accuracy and speed. We conducted extensive experiments on datasets OTB-2015, OTB-2013, UAV123, and TC128, and the experimental results show that the proposed algorithm exhibits a more stable and accurate tracking performance in the presence of occlusion and background clutter during tracking.
Perancangan Aplikasi Sistem Informasi Akuntansi Persediaan Barang Pada Toko Minigrosir Jaya Setiawan Sukabumi

Toko Minigrosir Jaya Setiawan is a business entity which still uses manual inventory recording system, causing the presentation of inventory information at the store to be slow and inaccurate. This research aims to create an inventory accounting information system application for the store. This research starting from research studies, problem formulation, determination of research objectives, collecting, processing and analyzing data, which aims to find out various obstacles and needs at the store. The next step is to design the system based on the information obtained from the previous step, implementation of the system that has been made, and making research conclusions and also suggestions for the store. The application is designed that it is easy to use and understand the user in recording to presenting inventory information. This application will make it easier for the part of Toko Minigrosir Jaya Setiawan Sukabumi to present inventory information quickly and accurately.
Cultivation of School Education Management Talents Under the Development of Innovation and Entrepreneurship Education

Under the background of innovative development in the field of education in China, the core of education and teaching &#x0D; is to cultivate students’ practical application ability. Before entering the society, students need to make preparations for knowledge &#x0D; and skills in advance, and students need to have relatively strong ability to use their hands. With the development of innovation &#x0D; and entrepreneurship education, the cultivation of innovative and entrepreneurial talents is not only the backbone to promote &#x0D; China’s social progress and development, but also the ultimate goal of talent cultivation in colleges and universities. This paper &#x0D; explores the relevant contents of the training of school education management talents under the development of innovation and &#x0D; entrepreneurship education, so as to effectively alleviate the employment pressure of college graduates and comprehensively &#x0D; improve the social competitiveness of college graduates.
Multiresolution DECOLOR for camouflaged moving foreground detection using a redundant wavelet transform

Detection of moving foreground objects is essential to many image-sequence-analysis applications.However, preexisting methods tend to work best when the foreground is visually distinct from the background, suffering when objects are camouflaged.To address this shortcoming, a foreground-extraction algorithm resilient to camouflage is proposed by incorporating a redundant discrete wavelet transform into the well-known DECOLOR technique based on a sparse and low-rank model of the foregroundextraction problem.Detection of camouflaged moving objects is enhanced as a result of the combination of multiple background estimates in independent wavelet subbands into an overall estimate of the background, leveraging the known robustness of redundant wavelet transforms to additive noise.Experimental results demonstrate that the proposed method offers robustness to camouflage superior to that of other competing methods for image sequences containing snow leopards in the wild.
Using Green Open Spaces to Support Campus Academic Activities

Green open space has many advantages, including acting as an effective air filter, maintaining groundwater availability, and preserving flora and fauna. Furthermore, green open spaces can provide direct benefits to users such as beauty and a sense of comfort, which can help to support the academic activities of students, lecturers and employees. The goal of this study was to determine the level of comfort with green open spaces on the IAIN Kendari campus and to provide information to students about how to use them to support student academic activities. The service project began with a Google Form survey to determine the academic community’s perception of the contribution of green open spaces to IAIN Kendari’s academic activities, which was completed by 120 IAIN Kendari students. The findings indicated that the campus green open spaces were perceived as comfortable. The next activity was a webinar on using green open spaces to support academic activities, in which mentoring was provided.&#x0D; Keywords: green open space, academic activities, IAIN Kendari
Strategies for Sustainable Freight Transport

Abstract The case of three different strategies for sustainable freight transport is studied in the thesis: (1) horizontal collaboration in a Physical Internet network, (2) multimodal freight transport and (3) liquefied natural gas (LNG) as alternative truck fuel. Each of these three strategies falls within a different pillar of the avoid-shift-reduce framework. Chapter 4 introduces the ASI (avoid-shift-improve) framework and gives an overview of existing strategies for sustainable freight transport. In particular, horizontal collaboration in a PI network, multimodality and LNG as an alternative fuel will be presented and differentiated from similar concepts. It will be justified why these three particular strategies have been chosen as the subject of this thesis.
Morphological Analysis of Derivational Affixation on The Heroesâ€™ Quotes in Mobile Legends:Bang Bang

To understand the meaning within the word is necessary in order to comprehend the context of text. Hence, this research is disscussed about derivational affixes found in the online game, because the meaning within the words are studied in derivational affixes. It was specifically focused on identifying the types of derivational affixes on the heroes' quotes in Mobile Legends: Bang Bang. This research utilizes Bauer's (1983) and Fromkinâ€Ÿs (2007) theory. The data was gathered from the heroes' quotes in Mobile Legends: Bang Bang. OALD and OLAG are used to find the meaning of each word. The discovery indicated that there are 63 words that contain derivational affixes and categorized as class-maintaining derivation or class-changing derivation. 40 words shows class-changing derivation including noun derivations (22 words) with affixes such as â€“ ce, -er, -ness, -ure, -ence, -ion, -ation, -al, -ment, -dom, -ity, and â€“ster. Verb derivations (2 words) with affixes such as be- and em-. Adjective derivations (11 words) with affixes such as â€“y, -ful, -tant, -al, -en, and â€“ic. Adverb derivational (5 words) with affixes such as a-, -ly and â€“y. 23 words shows class-maintaining derivation including noun (13 words) with affixes such as in-, -y, -ner, -ness, -ian and â€“ship. Verb (7 words) with affixes such as be-, ful-, pre-, re- and up-. Adjective (3 words) with affixes such as im- , -y and â€“eous.
E-Reading And Its Uses For Al-Azhar University Students: A Field Study

The term electronic reading (E-Reading) is one of the modern terms in thescience of libraries and information. This study aimed to find out the effect ofelectronic reading and its uses among female students of Al-Azhar University inCairo, by knowing the motives, tendencies, and attitudes of students towards ereading. The study also aimed to identify E-reading and its impact on theeducational process, in addition to identifying the similarities and differencesbetween the effect of e-reading and the motives for its uses and its impact on theeducational process before the Corona crisis (Covid 19), and after that for thestudents of the College of Human Studies as a model.The study relied on the field method as the most appropriate method for thisThe quality of studies, as well as personal interviews, and in order to achievethese previous goals, a questionnaire was prepared for the study sample of (908)students, and some descriptive and analytical statistical methods were used,such as frequencies and percentages, using the statistical analysis programSPSS v.25.The study reached many of the results, the most important of which are:Most of the students are aware of the meaning of e-reading, by 90.75%, alsoelectronic reading has become a tangible reality that must be dealt with,electronic reading was used as a substitute for going to libraries by 74.78%, andthe printed book was affected by the emergence of electronic texts by 83.48%.The sciences of Islamic religion and heritage books are among the most readingfields. For female students, smartphones are considered the most commonelectronic reading devices used by female students, and not using dedicatedreading devices such as Sony readers, pocketbooks, and Kindles before andafter the Corona crisis.
The Impact of COVID-19 on Adult Education: Insights from Slovenia

This paper presents the results of a study that explored the experiences of adult educators during the COVID-19 pandemic.This online survey was conducted in June 2020 and included directors and teachers in adult education from various institutions in Slovenia.Tutors at Slovenian Third-Age Universities and other associations that provided adult education were also included.The aim of our study was to examine how distance education was implemented during the pandemic, using the concept of 'emergency remote teaching' (Hodges, 2020).The study sample included 30 directors of adult education institutions and 124 teachers or tutors.The results showed that organisations providing adult education responded during the lockdown by providing adults with the opportunity to continue their education through distance learning.However, this was not the case for all of adult education programmes.Mostly language courses and formal education were offered.The results show that most adult educators quickly adapted to the new working conditions, but that teaching approaches were rather static and asynchronous teaching solutions.An analysis of the problems teachers faced and the support they needed has shown that action is needed to remove the obstacles to the future provision of adult education as much as possible.
Reflections on Online Teaching in Higher Vocational Colleges amidst the Covid-19 Outbreak

The paper aims to explore the importance of online teaching for higher vocational colleges, the common problems &#x0D; and solutions encountered in the online teaching practice in higher vocational colleges under the Covid-19 outbreak by means of &#x0D; literature reference and questionnaire survey. The purpose of the current study is also to analyze how online teaching effectively &#x0D; promotes teachers’ teaching and students’ learning with a hope to provide insight into college teaching.
The Music Publishing Catalogues of Provincial Music Stores in the Second Half of the 19th and the Early 20th Centuries: “M. Bernard” and “Vostochnaya Lira” (from the Collections of the Russian State Library)

In the second half of the 19th and the early 20th centuries many music publishing houses and stores appeared in many cities and gubernias of the Russian empire. The cause for this was the intensive development of the Russian art of music, the formation of academic musical traditions and a flourishing of the Russian compositional school. The activities of provincial musical publishing houses and stores, in particular, the “Vostochnaya lira” [“Eastern Lyre”] in Kazan comprises a unique local history, infixed in the catalogues, preserved in the funds of the Russian State Library. They contain valuable material which allows the study of the commercial mechanisms of the present organizations, their repertoire conceptions and structural particularities, to actualize the experience of long-term cooperation with profile organization, and also bring into scholarly use lesser-known facts which serve as testimonies to their high spiritual mission. The chief factor for success was the honorary title of “commissioner of the Imperial Russian Music Society,” which became the sign of quality and the synonym for professionalism. The scale of the organizations’ activities is connected with the support for national art and education involving long-term projects for the development of the musical culture. Elucidation of their work presents the possibility of expanding and supplementing knowledge about the Russian music publishing business and its representatives.
Leashing the Inner Demons: Self-Detoxification for Language Models

Language models (LMs) can reproduce (or amplify) toxic language seen during training, which poses a risk to their practical application. In this paper, we conduct extensive experiments to study this phenomenon. We analyze the impact of prompts, decoding strategies and training corpora on the output toxicity. Based on our findings, we propose a simple yet effective unsupervised method for language models to ``detoxify'' themselves without an additional large corpus or external discriminator. Compared to a supervised baseline, our proposed method shows better toxicity reduction with good generation quality in the generated content under multiple settings. Warning: some examples shown in the paper may contain uncensored offensive content.
Local wisdom-friendly youth health services for students of Citra Bangsa Junior High School, Limo District, Depok

Adolescent health services for junior high school (SMP) students are very important in the effort to create a drug-free young generation, because they are the nation's next generation who will determine the nation's future fate. The primary objective of this program is to improve students' knowledge, attitudes, and behavior about drugs and adolescent health; develop the character of healthy, drug-free teenagers; and develop junior high school students' creativity in peer education as a promotional effort to create drug-free schools. Health education, training, mentoring, monitoring, and evaluation are some of the methods used. The assessment revealed a 98.2% increase in knowledge, a 94.7% increase in attitude, and a 93% increase in behavior. At Citra Bangsa Junior High School, the youth health service program "BERSINAR" (Bersih Narkoba) has also proven to be effective as a peer companion program. The outcome of this program suggest that schools and health centers play an active role in ongoing coaching, mentoring, monitoring, and evaluation activities.
Face Biometric Prediction and cyber-attacks experienced Using Deep Learning Model

Identify the Face biometric prediction by using digital image processing techniques as well as deep learning model. So we introduce image processing and deep learning technique to determine face at initial stage. Initially, the source images are collected from by using the U-Net based technique. And also extract the features from input image. Finally, classify the images as diseases affected or healthy as classify by using Deep Convolution Generative Adversarial Network (DCGAN). In this proposed model, experimentation is conducted using the python Open CV model, and the performance is evaluated using different performance measures, which is designated in the result section. During the feature extraction process, the threshold values are also dynamically modified. The CNN's advantage is clear because of the uncertainty caused by noise. In the proposed method, 97.94 percent of the data was correctly classified.
PLAGIARISM OCCUR IN STUDENTS’ ACADEMIC WORK, EXPLORING IMPACT THE EFL (ENGLISH as FOREIGN LANGUAGE) UNDERGRADUATE STUDENTS’ PLAGIARISM IN THESES WRITING

The purpose of this study was to determine how plagiarism occurs within the content of undergraduate EFL thesis submitted by students at a private university in Baubau. The research focuses on instances of accidental plagiarism that may occur on students’ thesis which can be expressed in three distinct ways: How do incorrect citation, quoting, and paraphrasing occur within the content of students' thesis? This study employed a case study in the sense of qualitative method. The thesis served as the sole source of information. The outcomes of this study revealed that some patterns in the evaluated thesis were accidentally plagiarized. It was founded on analysis, which was accomplished via the use of citation, quotation, and paraphrase forms. Incorrectly citation material can be found in the theses of Student 1 (S1), Student 2 (S2), and Student 3 (S3) while Inappropriate quotation can be found in the theses of Student 4 (S4), and Student 5 (S5), and improperly paraphrased material can be found in the theses of Student 6 (S6), and Student 7 (S7). These data indicated that students were lacked understanding of proper citation writing that becomes the main factor of plagiarism occurred.
PENGELOLAAN PERPUSTAKAAN DI SEKOLAH MENENGAH ATAS NEGERI (SMAN) 3 PADANG PANJANG

The research objectives are (1) to explain the planning of library management at SMAN 3 Padang Panjang. (2) Explaining the implementation of library management at SMAN 3 Padang Panjang. This research is a field research using a qualitative descriptive approach. Collecting data using the method of observation, interviews, and documentation. Data analysis techniques in research are data reduction, data presentation, and conclusion drawing. The results of this study: (1) Planning for library management at SMAN 3 Padang Panjang is carried out through library work programs that have been divided into short, medium and long term programs. (2) The implementation of library management at SMAN 3 Padang Panjang is carried out through several management tasks including: book processing such as listing titles, authors, languages, number of books, publishers, and year of publication. Next, do the packaging of the book as stamped and given a book cover to identify the ownership of the book. Then make the preparation of books by arranging books on the available bookshelves, then storing books in the library room. And the last one is retrieval or easy to trace back by arranging them by alphabet or sequentially according to classification.
Local Genius/Knowledge in Science and Technology in the Context of Early Malay Kingdoms in Peninsula Malaysia and Borneo

The early Malay kingdoms in Peninsular Malaysia and Borneo were often associated with the proto-historical period, an era where people began to recognize writings in forms of ancient characters such as the South Indian, Pallava and Kawi scripts that is written in ancient languages such as Sanskrit, Pali, Ancient Malays and others.As such, the early Malay Kingdoms was associated with colonies from India.However, based on foreign sources and archaeological data, several pottery and iron smelting centers in Sungai Batu, Lembah Bujang and Santubong, Sarawak were discovered.The discovery revealed that the wisdom of the local community had contributed primarily towards the development of science and technology in the early period of the Malay Kingdoms in Malaysia.Furthermore, Santubong, Sarawak is a proto-historical archaeological site that is rich in archaeological discoveries ranging from iron smelting sites, structuresbelieved to be stupamade of bricks, Chinese ceramics from the Tang, Song and Yuan dynasties as well as mysterious sculptures on large stones, in which the discovery was strengthen and supported by Tom Harrison, Stanley J.O'Connor and Cheng Te-Kun researches together with the theory proposed by J.W. Christie and F.E. Treloar.Findings from this study indicates that the existence of the early Malay Kingdoms in Peninsular Malaysia and Borneo did not happened overnight nor developed by colonies from India, but a product of evolution and transformation based on local wisdom of the Malay community in science and technology that existed from 5,000 to 6,000 years ago.