Reviewerly/exHarmony huggingface dataset:
Klasifikasi Citra Daun Herbal Dengan Menggunakan Backpropagation Neural Networks Berdasarkan Ekstraksi Ciri Bentuk

Since ancient times until now herbal plants have been used for treatment and have been applied in the world of health to this day. All parts of the plant can be used as medicine, one of which is the leaves. However, there are still many people who are not familiar with the medicinal leaves. This is because the leaves at first glance look almost the same, making it difficult to tell them apart. Actually, if you look closely, the leaves have characteristics that can be distinguished from one leaf to another. The purpose of this study is to classify images of herbal leaf species using the Backpropagation Neural Network (BNN) algorithm with shape feature extraction utilizing metric and eccentricity parameters. BNN is a type of supervised learning algorithm that consists of several layers and uses an error output as a modifier of the weight value backwards. In this study, the extraction of shape features that become input for the BNN algorithm will go through morphological operations to improve the segmentation results so that the classification results are more optimal. The test results show an accuracy of 88.75%, this shows the developed model can classify herbal leaves well
Sistem Pakar Untuk Mengetahui Minat dan Bakat Pada Anak Berbasis Web Dengan Metode Forward Chaining

In the era of the COVID-19 pandemic (Coronavirus Disease-19) it has affected various fields, especially the field of psychology in knowing children's interests and talents. Children's interests and talents are parents' problems in knowing the hidden abilities of children, especially at the age of 4-6 years. According to the journal US Office Of Education (USOE) America, the age of 4-6 years is a suitable age to find out interests and talents by conducting an aptitude interest test. The benefits of parents knowing the interests of children's talents, namely parents can find out the right and appropriate level of education. The results of the interview with Mrs. Rr.Wara Setija Brawidjajani.,S.Psi obtained information that interests and talents in children can be known by direct observation or direct observation of children's growth and development at home. The results of interviews with experts obtained data testing and training data. Therefore, the forward chaining method is used because of its compatibility with the method used by psychologists. The forward chaining method is a method that uses sustainable premises to find conclusions. Using this expert system can make it easier for every parent to find out their child's interests and talents as well as the right way of learning with an accuracy rate of 91.8%.
Sistem Pakar Mendeteksi Kondisi Kesehatan Mental Dengan Metode Forward Chaining Berbasis Android

The Expert System here is a system designed or built to imitate an expert using Android that can be installed, this system helps in handling and providing tips and solutions for these mental health conditions. From the research carried out, an Android-based expert system for the diagnosis of mental health conditions using the forward chaining method can provide information about 3 types of mental health, 15 symptom data, 3 different types of mental health, provide information about causes and tips on maintaining health conditions. mental health, to suggestions for final treatment. The results of the test using the Alpha Test on 17 respondents who we directed to install the expert system application first, the respondents consisted of students and the general public obtained the answer "Correct" has a percentage value of 0.51 or like 51%, and testing using Black Box testing that shows the value of the results according to the referral site
PENERAPAN MODEL COOPERATIVE SNOWBALL THROWING UNTUK MENINGKATKAN HASIL BELAJAR SISWA KELAS IV MIN 42 PIDIE PADA MATERI BUNYI DAN INDERA PENDENGARAN

This research wanted to identify whether the implementation of Cooperative Snowball Throwing could increase the achievements of the fourth grade students of MIN 42 Pidie in learning the topic sound and hearing sense. This research was a Classroom Action Research. It was done in three cycles. The data was collected by involving four main steps : Planning, Implementing, Observing and Reflecting. The results described in qualitative data analyzing. It was found that the average scores of the students increased significantly in each cycle. Cycle I : 70.23, cycle II : 81.36 and cycle III : 87. 27. Moreover, the students’ participation in learning was also gradually growth. Thus, the implementation of Cooperative Snowball Throwing could improve the students’ achievements in learning.
STATISTICAL DATA PROCESSING TRAINING THROUGH STATISTICAL PRODUCT AND SERVICE SOLUTION (SPSS) SOFTWARE APPLICATION AT PRINCE DIPONEGORO ISLAMIC RELIGIOUS INSTITUTE NGANJUK

Statistics can be used to state a collection of facts, generally in the form of numbers arranged in tables or diagrams that describe or describe a problem. Applying statistics to research is an advantage that a researcher has when conducting research. In addition to making it easier for students to analyze data, students also have a relatively shorter time in calculating the data they get. Statistical data processing training using SPSS for students is carried out with face-to-face methods, and spss program application practices run smoothly and well. Activities are carried out gradually from the presentation of concepts that are continued by the practice of the given concepts. Participants follow the activity enthusiastically; this is indicated by questions and responses regarding the material provided. Statistical program training for students in this community service program that has been carried out is expected to provide the understanding and teachers' ability to use statistical programs that will have an impact on increasing research productivity at IAI Pangeran Diponegoro Nganjuk
SYMPATHY ACTION SAFETY DRIVING CAMPAIGN IN PREVENTING TRAFFIC ACCIDENTS ON GO-JEK COMMUNITY RIDERS IN MEDAN CITY

A social service was held on Go-Jek Community Medan and Go-Jek Brother Community Medan Basis Sekata. Based on the initial survey, the partner's problem is lack of knowledge so partners need knowledge through assertive communication by looking for agents. The agents were responsible in doing a safety driving campaign act which they had fulfilled the integrity facts previously. For the problem experienced by the partners, the early phase was held through the socialization of safety driving signpost framing in two partners, continued by choosing the agent who would campaign safety driving. The chosen agent would share the stickers and safety driving modules to Go-Jek Community. The agent was expected to do the socialization by spreading the stickers and modules to Go-Jek Community. This activity would be evaluated by the agent and the report was taken after 3 months of the social service of USU. The result of this social service described the concern to Go-Jek drivers’ safety, and it got the positive respond from each Go-Jek Community. On the evaluation phase, this social service was successfully done and it successfully increased the knowledge, as well as changed the behavior of Go-Jek driver’s safety in riding their bikes
Development of Romblomanon Legends in Comic Book Form as Mother Tongue-Based Online Supplementary Learning Resource Material in Asi, Onhan and Ini Languages

This study aimed to develop the Romblon legends in comic book form. Specifically, it aimed to investigate the background of Romblomanon legends in the three languages that could be used for promoting Filipino values of children who are still in the process of assimilating the culture of Romblon, investigate ways to conserve and develop these legends into a comic book form and determine the rating of the comic book as supplementary learning resource materials (SLR) in the elementary level as rated by the Learning Resource Management Development System (LRMDS) Team of DepEd. The Evaluation Rating Sheet for Story Book was used in determining the appropriateness of the SLR material in terms of content, format, and technical aspects; and solicited comments and suggestions from the respondents that served as inputs for the improvement and revision of the legends in Comic book form. It is a descriptive-evaluative investigation. The research area is the whole Romblon Province. The research sample was determined through a dragnet method wherein key informants, casual informants, and general informants were identified in the field. Evidence was gathered from document analysis and field research. Data collection tools were observation, interviews, and focus group discussions. The research was conducted in five stages: planning, development, validation, final output, and dissemination. Of the four legends, 10 Romblomanon values were extracted and incorporated into the stories. It is highly recommended that the streamlined five-stage development process may be used for the comic book development of the rest of the undocumented legends of Romblon.
Penataan Dokumen Pasca Bencana Berbasis Data Digital

Post-disaster management is the last stage in the disaster management cycle which aims to restore the lives of people who have experienced disasters so that they can restart socio-cultural activities and economic efforts to improve their welfare. To achieve one goal requires cooperation supported by various parties. Building communication with others, in this case internal stakeholders, is very necessary in order to achieve a common perception. The success of a team in achieving its goals is measured by the level of work effectiveness of team members. The higher the level of goal achievement, it can be said that the team is effective. Work effectiveness is influenced by the division of labor among team members. The cross-sectoral coordination function is very necessary for the achievement of the organization's mission and the achievement of other tasks, including how to provide support for the Action Plan for Changes in the Arrangement of Post-Disaster Documents Based on Digital Data, so that this can run not only as a formality of completeness of training but can be a continuous reference for reliability. storage or arrangement of documents that are free from disaster damage. The role of stakeholders in achieving the objectives of an activity must be based on how much influence these stakeholders have in contributing to the desired goals. Analysis of stakeholder involvement, both internal and external, must be carried out by looking at the authority that is carried out for the smooth running of all activity processes.
Penggunaan Platform Pembelajaran Online oleh Guru PAI

The purpose of this study was to find out how the use of online learning platforms by PAI teachers at SMPN 9 Mandau, Mandau District, Bengkalis Regency, Riau Province. This research is descriptive with a qualitative paradigm using accidental sampling technique. Key informants are PAI teachers, while supporting informants are principals and students. The techniques of data collection in this study are interview, observation, and documentation techniques. The data analysis technique consists of data reduction, data presentation and drawing conclusions or data verification. Testing the validity of the data is done through data triangulation. The results showed that the learning media used in helping the teaching and learning process were Zoom Meeting, WhatsApp, and Google Classroom media. Constraints in the use of learning media include difficulties in buying packages, network disturbances, not understanding the material, and limitations of learning media. The solution in using these learning media is to do face-to-face and online learning (hybrid learning), using media that students understand, internet quota assistance, training in the manufacture of learning media.
Introverts and Extroverts: TAPPS Model on Students' Higher Order Thinking Skills (HOTS) in Mathematics Learning

This study aimed to find out (1) the effect of TAPPS learning model on HOTS viewed from introverted and extroverted personality types of students, (2) the effect of learning without using the TAPPS model on HOTS viewed from introverted and extroverted personality types, and (3) the interaction between the learning model with and without TAPPS and the introverted and extroverted personality types to HOTS of the eighth-grade students of MTsN 1 Selat Kuala Kapuas. This study was quasi-experimental using a 2 x 2 factorial design. The independent variable of this study is the TAPPS model. The attributive variables are introverted and extroverted personality types and higher-order thinking skills. This study took a sample of 40 students from two classes consisting of 41 introverted students and 39 extroverted students. The instrument used was a higher-order thinking skills (HOTS) test and a personality-type questionnaire. The reliability coefficient of HOTS instruments for the pre-test was 0.784, and that for the post-test was 0.733 with SEMs of 0.527 and 0.586 respectively. The data were collected using one sample t-test and an independent t-test with a significance level of 0.05. The results of this study indicated that (1) there is an effect of the use of the TAPPS learning model on HOTS viewed from introverted and extroverted personality types of the eighth-grade students of MTsN 1 Selat in Kapuas Regency with an average score of above minimum mastery criteria and the significance the gain score of (p) 0,000 0.05; (2) there is a learning effect without using the TAPPS learning model on HOTS viewed from introverted and extroverted personality types of the eighth-grade students of MTsN 1 Selat in Kapuas Regency with an average score of above the minimum mastery criteria and the significance for the gain score of (p) 0,000 0.05; and (3) there is no interaction between the learning model and the personality types of students, both introverted and extroverted personality types, which means that the learning model with personality types does not affect HOTS
Situs Perahu Kuno dan Perahu Besi di Bojonegoro

The issuance of the Canggu inscription illustrates that Bojonegoro was one of the areas through which the Bengawan Solo flow passed, which played an important role in trading activities. So don't be surprised if you find many relics such as coins, pottery, boats and others. The boats that have been found at the bottom of the Bengawan Solo river in Bojonegoro are an ancient boat in Padang Village, Trucuk District which was found in 2005 and an iron boat in Ngraho Village, Gayam District which was lifted to the mainland in 2013. briefly about the existence of Bengawan Solo and the crossing villages as well as explaining the ancient Trucuk boat and the Ngraho iron boat from the initial discovery conditions to the present day. It is hoped that readers will be able to know the historical evidence of the glory of Bengawan Solo, namely by knowing and understanding the findings of ancient boats in Bojonegoro which have historical value. The method used in this study is a historical research method which is divided into heuristics, verification, interpretation and historiography.
Penerapan Metode 1Q2R dalam meningkatkan kemahiran Membaca Teks Bahasa Arab

Reading is an important skill for students who must undergo and follow the teaching and learning process. The success of students in the teaching and learning process affects reading skills. One that affects the success of students in the process of learning to read is the selection of a good learning method by the teacher. This study has two focuses, namely: First, to find out the application of the 1Q2R method in improving Arabic text reading skills in class X MA Syarif Hidayatullah Ambal-Ambil Pasuruan. Second, knowing the supporting and inhibiting factors for the application of the 1Q2R method in improving Arabic text reading skills in class X MA Syarif Hidayatullah Ambal-Ambil Pasuruan students.&#x0D; This research method uses a qualitative approach with the type of case study. Data collection techniques used three techniques, Interview, Observation and Documentation. The results of this study indicate that (1) The application of the 1Q2R method to improve the ability to read Arabic texts of class X Syarif Hidayatullah students through two stages, namely: First, the preparation stage and Second, the implementation stage. (2) The supporting factors for the application of the 1Q2R method to improve the ability to read Arabic in Class X students of Syarif Hidayatullah Pasuruan are divided into two factors. namely, the internal factor in the form of student awareness in the form of seriousness to improve the ability to read Arabic texts. External factors are the skills of the teaching staff in guiding and directing and stimulating students to achieve maximum reading skills. The inhibiting factors are: First, the limited time allocation that affects the quality of control and guidance for students to practice their ability to read Arabic texts. Second, the ability and quality of new student input is not filtered properly so that there are students whose quality in reading Arabic texts is below average.&#x0D;
Philippine Banknote Counterfeit Detection through Domain Adaptive Deep Learning Model of the Convolutional Neural Network

Money counterfeiting is the illegal duplication of any currency for the use of deceiving any entity in exchange for a real-world value.Due to the advancements in computer vision in digital computing and the ill-effects of money counterfeiting, it had become one of the most prevalent issues in the fiscal system of any country that needs to be progressively solved.This paper investigated the use of AlexNet, VGG-16, and ResNet18 through transfer learning for the task of Philippine banknote counterfeit detection.The trained models of this paper achieved a testing accuracy of 81.25% for AlexNet, 95.96% for VGG-16, and 99.59% for ResNet-18.Despite achieving a lower testing accuracy, the trained ResNet-18 model of this study achieved a validation accuracy, specificity, precision, sensitivity, and F1-score of 100% on live testing through the developed web-based money counterfeit detection system..
Global Spelling Correction in Context using Language Models: Application to the Arabic Language

Automatic spelling correction is a very important task used in many Natural Language Processing (NLP) applications such as Optical Character Recognition (OCR), Information retrieval, etc.There are many approaches able to detect and correct misspelled words.These approaches can be divided into two main categories: contextual and context-free approaches.In this paper, we propose a new contextual spelling correction method applied to the Arabic language, without loss of generality for other languages.The method is based on both the Viterbi algorithm and a probabilistic model built with a new estimate of n-gram language models combined with the edit distance.The probabilistic model is learned with an Arabic multipurpose corpus.The originality of our work consists in handling up global and simultaneous correction of a set of many erroneous words within sentences.The experiments carried out prove the performance of our proposal, giving encouraging results for the correction of several spelling errors in a given context.The method achieves a correction accuracy of up to 93.6% by evaluating the first given correction suggestion.It is able to take into account strong links between distant words carrying meaning in a given context.The high-level correction accuracy of our method allows for its integration into many applications.
Assuring Software Reuse Success Using Ensemble MachineLearning Algorithms

Software reuse is a critical practice that helps software developers to increase their productivity.Also, it reduces the developing effort and project budget.Howsoever, some factors may lead to a software reuse failure.Software development companies have to consider these factors to prevent project failure due to software reuse.These factors are not only related to the technical aspects of the project, but they cover the companies' managerial decisions too.This work incorporates ensemble machine learning to predict successful software reuse experience.To the best of our knowledge, this the first work that used ensemble learning to predict successful software reuse.Also, a feature selection technique was used to extract the essential attributes from the dataset.The empirical study showed remarkable results that scored an accuracy of 100%.
Utilizing Requirement Testing Methods on Web-Based Swab Data Information System

The spread of the virus caused by SARS-CoV-2 has been designated as an extraordinary event so that the government to speed up the collection and management of this disease then appoints several hospitals that serve as referral hospitals for people who want to check themselves. One of the hospitals used as a reference by the government in West Sumatra is Andalas University hospital. In just one day, the hospital received thousands of samples for examination. The number of samples to be examined and the limited number of administrations that conduct data collection results in the length of the sample collection process. This article aims to design and implement an information system in the data collection of Swab Covid-19 using waterfall model system development methods. The requirement testing model is used for testing a web-based Covid 19 swab data information system whether it is in accordance with system users' needs analysis and design.
Water Purification Training for Sejegi Village Community Mempawah Regency

Sejegi Village, Mempawah Timur District, Mempawah Regency, West Kalimantan is an area with a fairly large peat area, so it is very difficult for people to get clean water sources. On the other hand, PDAM can not fulfill the community's clean water needs, so the people of Sejegi village generally rely on rainwater as a source of clean water. For this reason, water purification training was carried out for the people of Sejegi Village, Mempawah Regency. The purpose of this activity is to improve the skills of the people of Sejegi Village in purifying peat water so that they get clean water that is suitable for household use, as well as to overcome community difficulties in obtaining clean water sources during the dry season. The training was carried out using a lecture method and demonstration of making a mini water treatment installation using large buckets and cans of used paint, fibers, gravel, whiting, alum and PAC. The training was attended by 30 residents of the Sejegi Village community. The results of the training showed that the community's understanding of the importance of clean water increased after being given the training. In addition, skills in designing water purification with simple materials are also starting to appear. This training is expected to help the Sejegi Village community in solving problems with clean water sources that are suitable for use.
STUDENTS’ READINESS ON THE USE OF MEDIA IN LEARNING PROCESS

In this era, English plays an important role in opening access to education and career. Regarding the significance, universities in Indonesia not only include English subjects in the curriculum, but they also use the English media for other subjects such as books, presentation slides, and video. This application has been a complaint from students, especially the first-year students who are used to using Indonesian media. Therefore, this study aims to see first-year students’ readiness in using English media for the learning process. This study adopts a mixed-method approach using questionnaires and interviews. The result shows the students feel that they have good English skills, but the learning process using English media has not been optimized. Furthermore, this condition has affected the learning process.