Reviewerly/exHarmony huggingface dataset:
Structuring Knowledge Bases with AI and Machine Learning

In today's world, it is no longer enough for a company to have a better product or service than its competitors to survive and grow. A customer-obsessed attitude is required for businesses to survive and grow. As we all know, competitors can typically quickly duplicate any new market position and even do it better than the organization that started the idea. The more business knowledge your team members have about the products and services your consumers use, the more successful your company will be. You, as an organization, should be swift in responding to your customers' demands to react to the competitive changes in the market. One of the key tools needed for a quick response to this effect is the Knowledge Base System (KBS). This tool can be an internal tool for your employees or an external tool for your customers. This will support the decision-making process, information sharing, products, services, etc. Most organizations have this tool but are not well structured. There is no single correct way to build a knowledge base, but there are multiple methods, each with its own set of advantages and quirks. However, if you follow some basic guidelines, you can be sure that your customers or employees will not get lost in the process. The most basic content format in the knowledge base is an article with text. However, it can include screenshots, photos, videos, audio, and infographics. We can further implement a knowledge-based system with artificial intelligence (AI), which gives room for more productivity in an organization. One thing that constitutes or destroys your knowledge base is its structure. Just like a dictionary won't serve its purpose unless it’s organized alphabetically, a cluttered or disorganized knowledge base will confuse your customers and your employees rather than lead them to a solution. You can convert knowledge base articles into FAQs, product manuals, troubleshooting guides, etc. A knowledge-based system might be a game changer for your organization if you want to make your clients happy. In this article, I will walk through the objectives, scope, strategy, and all you should keep in mind when you're building a knowledge base system for your organization. Keywords: Artificial intelligence (AI), knowledge, information, decision-making, and organizational DOI: 10.7176/IKM/13-1-03 Publication date: January 31 st 2023
Head Pose Classification for Passenger with Cnn

The utilization of autonomous driving technologies has grown over the past few decades, but public perception has brought into question its effectiveness. With the potential to revolutionize traffic safety, its application is crucial. Apprehensiveness toward automated vehicles can be targeted by developing a reliable intelligence system tailored to the passenger’s judgement of said system. The goal of this study is to examine passenger behavior in relation to the driver to develop applicable control structures that are able to react to responses from passengers. By employing machine learning techniques to identify the head position of passengers from video, this paper investigates a method for using remotely sensed passenger head position to understand the passengers’ judgement of the driver. The results of this study reveal that passenger behavior can be assessed using remote head position sensing. We found that passengers kept their head straight majority of the drive which we consider as confirmation of the potential for future uses.
Penerapan Metode Finite State Machine Pada Game Pembelajaran Matematika

Mathematics is a compulsory field of study that is learned from elementary school, junior high school, high school, and college. A very important lesson, can help every citizen in transactions in selling an item, because it can calculate the amount of income and expenses in a business and various other examples related to mathematics lessons. In learning mathematics, students experience problems in understanding mathematical material. The problem faced by students is the lack of understanding of students in learning mathematics because students are used to finding answers on the internet. In overcoming the problems experienced by students, teachers try to improve understanding of mathematics learning by teaching slowly so that students can understand mathematics learning. When the teacher finished explaining, some students did not understand and asked the teacher to explain again from the beginning. This learning game was made to increase the interest in learning for vocational school children not to be bored in learning mathematics, because most students are not interested in learning mathematics because the material is difficult to reach and makes it easier for teachers to repeat the material presented by the teacher. In this mathematics application, a multimedia-based mobile application will be created. This math application supports multimedia video, sound, image, text and also text. This study aims to make the application of the Finite State Machine Method in Mathematics Learning Games for Elementary School Children. Methods of collecting data by browsing the internet, studying books, journals. FSM as AI (Artificial Intelligence). With this game, it is hoped that it can increase knowledge and facilitate the process of learning Mathematics.The result of this application can run well in accordance with blackbox testing and the application of the fiite state machine method can also be applied in this application according to the finite state machine method testing.&#x0D; &#x0D;
An Application of Multimedia Strategic Vocabulary Learning Model (MSVL) - The Case of English for Specific Purposes (ESP) Course during COVID-19 Pandemic

This research focuses on developing specific vocabulary strategies to assist ESP students in improving their English language proficiency. The study investigated the effects of the Multimedia Strategic Vocabulary Learning model (MSVL) on teaching technical vocabulary to pre-engineering students in online courses during the early wave of COVID-19. A total of 88 Saudi undergraduate students randomly assigned to control and experimental groups were treated with an intact pre-engineering ESP course for ten weeks. Vocabulary learning strategies from Schmitt's (1997) vocabulary taxonomy were adopted and incorporated into two stages of the vocabulary acquisition process. Accordingly, a new strategic model was introduced in online classes using multimedia through Blackboard LMS with explicit vocabulary learning instructions to the experimental group's participants to assist them with specialized vocabulary acquisition. Multiple pre-tests, post-tests, and delayed post-tests were administered to collect data that was subsequently used in statistical analysis. The findings indicate that applying the MSVL model significantly improved the experimental group's technical vocabulary knowledge. The research provides valuable guidelines for teachers and educators in designing ESP vocabulary resources that cater to students’ needs in the engineering field.
Analisis Kemampuan Berfikir Kritis Terhadap Permasalahan Produk Unggulan Kakao Pada Siswa Sekolah Menengah Atas Di Jember

&#x0D; &#x0D; &#x0D; &#x0D; Abstract : The implementation of this research is limited by setting the problem of critical thinking skills to the problem of superior products in Jember, namely Cocoa students in Jember. This research was carried out using local wisdom on the subject matter of fermentation in cocoa beans. Students' thinking ability is carried out through filling in the work on test questions in the form of descriptions. The research will be carried out in October-November. The results of the research are the critical thinking skills of vocational students with a score of 76.53 higher than high school students with an average score of 62.37 for critical thinking skills. This shows that vocational students understand more about Jember's superior product, namely cocoa. Being in a district with one of the leading products, namely cocoa, makes SMK students equipped with knowledge about cocoa commodities, such as cocoa seeds, cocoa product development and cocoa processing methods. Thus, it is hoped that high school and vocational high school students will be able to make a maximum contribution in efforts to develop local products so that they can increase the progress and welfare of the local area. Problem-based learning that links learning materials and local wisdom is needed to support the improvement of students' critical thinking skills&#x0D; Keywords : Critical Thinking, Cocoa&#x0D; &#x0D; &#x0D; &#x0D; &#x0D;
Discrimination Reef and Non-Reef Environments, Using REE Geochemistry

This research aims to distinguish the reef environment from the non-reef environment. The Oligocene-Miocene-succussion in western Iraq was selected as a case study, represented by the reefal limestone facies of the Anah Formation (Late Oligocene) deposited in reef-back reef environments, dolomitic limestone of the Euphrates Formation (Early Miocene) deposited in open sea environments, and gypsiferous marly limestone of the Fatha Formation (Middle Miocene) deposited in a lagoonal environment. The content of the rare earth elements (REEs) (La, Ce, Pr, Nd, Sm, Eu, Gd, Tb, Dy, Er, Ho, Tm, Yb, Lu, and Y) in reef facies appear to be much lower than of those in the non-reef facies. The open sea facies have a low content of REEs due to being a transitional phase. The facies investigated have ƩREEs lower than the PAAS. The lagoonal facies shows an average ƩREEs higher than the Global Standard of Carbonate Rocks (GSCR), whereas reefal and open sea facies contain lower. The Y/Ho, Y/Dy, and Er/Nd were used as distinctive indicators of facies diagnosis; reefal facies have a high value of Y/Ho, Y/Dy, and Er/Nd as compared to PAAS are higher than1. In contrast, non-reef facies (lagoonal) have a lower value of Y/Ho, and Y/Dy as compared to PAAS is lower than 1, but Er/Nd is higher than 1. While in open sea facies the Y/Ho and Y/Dy have moderate values as compared to PAAS are close to 1, but a high value of Er/Nd as compared to PAAS higher than 1.
Bibliometric Analysis of the Digitalized Economy: A Systematic Review

The digital economy has gained excellent research attention in both practices and academia. Various organizations in the world are using digital technology. Recently, there has been much interest in topics like the Blockchain, sharing economy, and others, leading to apparent changes in several fields. At the same time, interest in the digital business economy is expanding. The bibliometrics analysis on the subject is a great way to address and discuss the possibilities and risks of the digital revolution. This study retrieved 10258 articles from the web of sciences database between 2015 and 2022. The analysis's findings revealed that since 2015, publications have significantly increased in several disciplines, including management, business, economics, library and information science, business economics, and others. In addition, research institutions in Spain, the USA, and the UK have excelled in the field of the digital economy. The authors used the VOS viewers software to examine what occurred and generate a keyword map showing the connection between the topic and the cooccurrence network generated by keyword data. As a result, researchers, funding organizations, policymakers, and business professionals interested in developing the digital economy can use this paper as a resource.
تأثير تعليم كتب التراث في مهارة القراءة

The purpose of this research is to define the effect of teaching heritage books on the reading skill of students of Class B of the Mataram State Islamic University Institute. The population in this research is all students in the university institute whose sample is the B class of twenty students. To collect the data, the researcher used the test, the interview, and the questionnaire. As for analyzing it, the researcher used the regression symbol and the correlation coefficient. Based on the results of analyzing the data with the two symbols, the researcher found that the relationship between the two variables is positive and very important at the level of significance 0.05, and this indicates that there is a relationship between the two variables. As for the percentage of teaching heritage books in reading skill by regression symbol, it is 24.8%. &#x0D; Therefore, the researcher deduced that the wonderful hypothesis, which says, "There is an effect of teaching heritage books on the reading skill of students of class B, Mataram State Islamic University Institute," is acceptable, and the hypothesis 0, which says, "there is no effect of teaching heritage books on the reading skill of students of class B." Mataram State Islamic University Institute " Rejected.&#x0D; Keywords: heritage books, reading skill
Penerapan Search Engine Optimazation untuk Optimasi Performa Konten Pada Website Kampus

The use of content on the campus website that is still static, using a single meta tag, and not applying meta writing techniques causes the content on the website to be not optimal and the use of meta tags, headings and subheadings in website content is not yet effective, so optimization on page optimization is still weak. Search Engine Optimization (SEO) is a way to optimize a website so that it ranks at the top of search results. On Page Optimization is a technique for optimizing content on website pages. This study applies Search Engine Optimization On Page to optimize content on the Binaniaga Indonesia University website. The results of the measurements carried out for one week obtained the final result measurement of 3.59, the average number of persession pages from 5 users, with an increase of 41.78% after implementing Search Engine Optimization. So that the developed application can be categorized into a very feasible interpretation.
Arabic PPS in a Rooted Lexicon

We motivate a ‘rooted’ PP shell analysis of Arabic prepositional phrases, which takes into account the prepositional dual life, as a lexical item and as a functor or vocabulary word: a lexical √RootP headed by P, and a functional pP headed by p, the case assigner. PlaceP and PathP projections are motivated for differentiating distinct locative and directional PPs, and AxPartPs are involved in the structure of adverbial spatial nouns (đ̣uruuf). It is shown that alternative (cognitive) analyses using a single source (or projection) of PPs are inadequate in dealing with prepositional polysemies, and their semantic or morphosyntactic alternations or variations. A bifurcation analysis that distinguishes root syntax from category syntax is proposed along the lines of distributive models (Halle and Marantz, 1993; Harley 2014, Wood & Marantz, 2017, or Author 1 et al. (2021) for Arabic).
The Effectiveness of using Youtube Channel in Improving Students’ Vocabulary Mastery at Madrasah Tsanawiyah Miftahul Huda

This study aims to examine the improvement on the vocabulary comprehension of English as foreign language students at MTS Miftahul Huda using Youtube. The study also tries to investigate the students’ perceptions towards the integration of YouTube video on improving students’ vocabulary master. There approximately hundreds of intermediate-level students aged between 12-14 years old participated in the study. Students were divided into two groups: an experimental group that watch YouTube videos during the reading assessment, learning process and a control group that was not exposed to the videos. In addition to questionnaires, pre and post-tests were utilized to collect information. The results of the analysis indicate that the group that viewed YouTube clips fared better on the posttest than the control group that did not view YouTube clips. The result showed that youtube video is able to support the improvement of the students’ vocabulary mastery. According to the results of the research, the participants had favorable opinions toward the integration of YouTube into their respective classes. Additionally, the data revealed a discernible rise in the level of vocabulary achievement attained by the children. In this section, the ramifications of the findings are examined with regard to the process of learning and teaching foreign languages.
Penerapan Metode Certainty Factor dan Dempster Shafer dalam Sistem Pakar Penerima Bantuan Daerah pada Jorong Koto Tuo

The issue of poverty is a classic humanitarian problem and a solution needs to be found. In Indonesia, the causes of poverty itself are also diverse, including an inadequate minimum wage, a large number of family members and increased unemployment due to the difficulty in finding jobs. Not only in urban areas, the problem of poverty is even more so in regions or villages. Therefore, an integrated effort is needed to overcome this problem. As an effort to accelerate poverty reduction, since 2017 the government has implemented the Family Hope Program (PKH). In order to be right on target in distributing aid, an expert system was designed to determine the recipients of this regional assistance. With the existence of an expert system for determining regional aid recipients for poor families in the Family Hope Program (PKH), it will improve services for poor families to have access and make good use of social services such as health, education, food and nutrition, care, assistance, and various other social protection programs. This research was also conducted to minimize misunderstandings that occurred in the community in deciding the criteria for receiving regional assistance according to the conditions of the recipient. Then the results of the analysis are applied in an application design that is able to make decisions consistently, quickly, precisely and has the percentage needed in making the final decision using the Visual Basic programming language and the MySQL database
A Framework of Outcome-based Assessment and Evaluation for Computing Programs

This paper is to present a framework for student outcome-based assessment and evaluation, including the process and detailed activities leading to continue assessment of the successes of an academic program which is essential to its sustainability.Moreover, this paper provides a survey of the literature that reviews the different means of assessing and evaluating an academic program together with the critical performance metrics which aid in quantifying such evaluation.The presented framework is implemented on the Information Technology program over a course of five years.The paper provides empirical insights about how careful implementation of the presented framework enabled the College of Information Technology in Ahlia University to achieve outstanding results in quality assurance and to be ABET accredited.The results of the implementation prove the effectiveness of the framework in improving the student performance and the program.This paper fulfils an identified need to study how student outcome-based assessment and evaluation model enables an academic institute to foster quality assurance instead of relying on ad hoc practices which might lead them to trial-and-error approach.The presented framework could be followed by other institution aiming for international accreditations.
MAKING A SIMPLE TAM-EM BOARD TO ASSIST RADIOLOGICAL EXAMINATION IN BABIES USING ACRYLIC

Repetition on radiographic films due to object movement that often occurs in uncooperative patients, especially occurs in infants or toddlers, examinations that are often performed on infants or toddlers are examinations of the thorax and abdomen. At the time the examination was carried out, then the patient was uncooperative, it would produce an unclear picture caused by the patient's movement, so that the picture was not suitable for reading and resulted in the repetition of the resulting radiographic film. At the time of examination, the baby is often held or assisted by the patient's family or the mother of the baby, so that the family or mother of the baby is exposed to scattered radiation, so that the principle of radiation protection does not work properly, so a tool is needed, namely the manufacture of a Tam-Em device. A simple board to help radiological examinations in infants using Acrylic. To find out the effectiveness of making Tam Em Board Aids on baby examination using acrylic. This type of research is qualitative with experimental methods. Testing the Tam Em-Board tool at Pariaman Hospital by involving a radiographer as an assessor in testing a device with infant patients by assessing several components including the reliability of the tool when used, the safety of a tool during the inspection process, the quality of the radiograph produced when using the tool, the aesthetics of a device. tools and whether there are repeated examinations when using the Tam Em-Board tool, after testing with several assessment components and an assessment questionnaire of a tool assessed by the accompanying radiographer, it can be concluded that the tool works well and there are no repetitions during the examination.
A Novel Deep-learning based Approach for Automatic Diacritization of Arabic Poems using Sequence-to-Sequence Model

Over the last 10 years, Arabic language have attracted researchers in the area of Natural Language Processing (NLP).A lot of research papers suddenly emerged in which the main work was the processing of Arabic language and its dialects too.Arabic language processing has been given a special name ANLP (Arabic Natural Language Processing).A lot of ANLP work can be found in literature including almost all NLP applications.Many researchers have been attracted also to Arabic linguistic knowledge.The work expands from Basic Language Analysis to Semantic Level Analysis.But Arabic text semantic analysis cannot be held without considering diacritization, which can greatly affect the meaning.Many Arabic texts are written without diacritization, and Diacritizing them manually is a very tiresome process that may need an expert.Automatic diacritization systems became a demand as an initial step for processing Arabic text for any Arabic Language Processing application as Arabic diacritization is very important to get a readable and understandable Arabic text.For this reason, many researchers recently worked on building systems and tools that automatically diacritize un-diacritized Arabic texts.This work presents a novel deep learning-based sequenceto-sequence model to diacritize un-diacritized Arabic poems.The proposed model was tested and achieved high diacritization accuracy rate.
MEASUREMENT INSTRUMENTS FOR THE DIGITAL TRANSFORMATION in SCHOOLS

The digital transformation is starting to enter the world of education triggered by the pandemic. A fundamental characteristic that determines the success of the digital transformation is the response to the changes. Other characteristics are processes, technology and management in schools. Digital transformation measurement instruments are created by following the standard steps of instrument design. Validity and reliability tests were carried out to prove that the created instruments are feasible to use.