Reviewerly/exHarmony huggingface dataset:
NeighBERT: Medical Entity Linking Using Relation Induced Dense Retrieval

Abstract One of the common tasks in clinical natural language processing is medical entity linking (MEL) which involves mention detection followed by linking the mention to an entity in a knowledge base. One reason that MEL has not been solved is due to a problem that occurs in language where ambiguous texts can be resolved to several named entities. This problem is exacerbated when processing text found in electronic health records. Recent work has shown that deep learning models based on transformers outperform previous methods on linking at higher rates of performance. We introduce NeighBERT, a custom pre-training technique which extends BERT \citep{devlin-etal-2019-bert} by encoding how entities are related within a knowledge graph. This technique adds relational context that has been traditionally missing in original BERT, helping resolve the ambiguity found in clinical text. In our experiments, NeighBERT improves the precision, recall and F1-score of the state of the art by 1--3 points for named entity recognition and 10--15 points for MEL on two widely known clinical datasets.
THE UTILIZATION OF THE INSTAGRAM LIVE FEATURE IN LEARNING DURING PANDEMIC TIMES TO IMPROVE STUDENTS' SPEAKING ABILITIES

The main reason for this research is the boredom of online learning that many students have to deal with. Moreover, this condition has existed since more than a year ago. This situation alone makes the researcher, who also acts as a teacher, upgrade the online learning process with the help of social media, the Instagram Live feature. The researcher hopes that the online learning process can be more fun and enjoyable by using the Instagram Life feature, which will later improve the students' speaking ability. This research investigates using the Descriptive Statistical method, which uses class control and the class experiment. The data shown are Pre-Test and Post Test data which are then processed using Wilcoxon. This way, in the final of the research, it can be concluded that the use of Instagram live can improve Speaking skills because there is a significant score difference between before and after using Instagram live as a learning process.
Pengaruh Media Pembelajaran Buku Cerita Bergambar Terhadap Minat Baca Siswa Kelas III Madrasah Ibtidaiyah

Abstrak: Penelitian ini menggunakan pendekatan kuantitatif deskriptif dengan desain penelitian pre-experimental desain menggunakan One Group Pretest-Postest. Teknik pengumpulan data dalam penelitian ini menggunakan observasi, angket dan tes. Sampel yang digunakan adalah sampel jenuh karena seluruh jumlah siswa kelas III dijadikan sampel. Berdasarkan pengolahan lembar observasi, diperoleh skor kategori baik atau sesuai dengan presentase yang didapatkan yaitu 90%. Guru menerapkan media pembelajaran buku cerita bergambar dengan baik di dalam kelas. Selain observasi, pengolahan angket secara keseluruhan diperoleh skor sebanyak 85% yang tergolong dalam kategori sangat kuat karena berada diantara 81%-100%. Maka hasil ini menerangkan bahwa siswa merespon point angket sesuai dengan pilihan siswa. Pengaruh variabel bebas (media pembelajaran buku cerita bergambar) terhadap variabel terikat (minat baca siswa adalah 52,8% sedangkan sisanya 47,2% dipengaruhi oleh faktor lain. Sehingga dapat disimpulkan terdapat pengaruh media pembelajaran buku cerita bergambar terhadap minat baca siswa kelas III di MI Nurur Rohmah Kota Cirebon.Abstract: This study uses a descriptive quantitative approach with a pre-experimental research design using a one-group pretest-posttest. Data collection techniques in this study used observation, questionnaires, and tests. The sample used was a saturated sample because the entire number of third-grade students was sampled. Based on the processing of the observation sheet, a good category score was obtained, or in accordance with the percentage obtained, namely 90%. The teacher applies the picture storybook learning media well in the classroom. In addition to observation, the overall questionnaire processing obtained a score of 85%, which is classified in the very strong category because it is between 81% and 100%. So these results explain that students respond to the questionnaire points according to their choice. The influence of the independent variable (pictorial storybook learning media) on the dependent variable (students' reading interest) is 52.8% while the remaining 47.2% is influenced by other factors. As a result, it can be concluded that picture storybook learning media has an impact on the reading interest of third-grade students at MI Nurur Rohmah Cirebon City.
TEACHERS’ OBSTACLES AND SOLUTIONS ON INTEGRATING ICT IN ENGLISH LANGUAGE TEACHING

Nowdays, in 21st century, it has been recognized for its easy access to technology for communication and gathering information. People are starting to use ICT to simplify or improve their work, as well as in education. This study aimed to find out (1) obstacles that English language teachers face while integrating ICT in teaching and learning process; and (2) solution of how to overcome those obstacles. This study used a survey research design. Questionnaire will be given to 35 samples of Junior High English teachers in public schools in Kota Bengkulu. Results showed that most teachers feel ready to undertake ICT tools in English teaching and learning process. In addition, there are several major obstacles in ICT implementation, such as lack of financial support, technological difficulties, academic dishonesty, and time limitations. It also uncovered that financial problem is the first obstacle to be solved in order to overcome others obstacles.
Analisis Faktor Abiotik Sumber Air Sumur di Lingkungan Kawasan Pesisir Pantai : Studi Kasus Kawasan Kampus Universitas Bengkulu

University of Bengkulu is a communal area located on the west coast of Sumatra. The main water sources to support activities at UNIB come from shallow wells (dug) and deep wells (drilled). This study aims to analyze the physical and chemical parameters of dug and bore water wells in the environment of UNIB’s campus. Water quality testing for dug and bore wells includes several treatments. Water quality analysis using the Indonesian National Standard method. The results of water quality testing for dug and bore wells founded several physical and chemical parameters exceeding Class II water quality standards. The results of the testing of the quality of water in the TSS 1 dug well had exceeded the quality standard. The results of testing the quality of dug wells 1, 2, 3 and 4 pH and phosphate parameters had exceeded the quality standard. The results of testing the quality of dug 2 meter wells dug DHL had exceeded the quality standard. The results of the testing of the quality of water in a borehole 1 phosphate parameter had exceeded the quality standard. The results of water quality testing for boreholes 2 and 3 Fe parameters had exceeded the quality standard. Dug and bore well water sources in the UNIB environment can be used for drinking water, drinking freshwater fish, livestock, irrigating crops, and / or other purposes that require the same water quality as these uses.&#x0D; Keywords: Physical and Chemical Parameters, Deep Water, Shallow Water, Quality Standard
STUDENTS' PERCEPTIONS OF USING READTHEORY.ORG IN READING COMPREHENSION

The purpose of this study was to determine and explore students' perceptions of the use of ReadTheory in reading comprehension. Quantitative descriptive was used to conduct this research. The researcher used a closed questionnaire using five Likert scales to collect data. In this study 50 students as the sample.Based on the overall results, the researcher can conclude that the students' perception of the use of ReadTheory in reading comprehension of the majority of the subjects showed positive responses, especially on the points related to the use of the platform towards changes in their abilities for the better even though the changes were not too significant. This can be seen from their responses that they will continue to use ReadTheory in the future because they feel that they have received many benefits. Therefore, the researcher can conclude that students' perception of using the ReadTheory platform in reading comprehension tends to be positive because it provides benefits and changes their ability to understand reading texts.
Pengembangan Lembar Kerja Mahasiswa (LKM) Berbasis Eksplorasi Jamur Makroskopis

This study aims to produce student worksheets based on macroscopic mushroom exploration in the Low Plant Taxonomy (TTR) course at STKIP-PGRI Lubuklinggau. South Sumatra that is feasible and effective. This research is a development study using the 4D development model from Thiagarajan. Research data in the form of macroscopic fungi, validation results from validators, student questionnaire responses, and tests were analyzed descriptively and quantitatively. Based on exploration results, the macroscopic mushroom species identified were 24 species from 16 families, 7 genera, 2 classes and 2 divisions. The results of the analysis showed that the MFI developed was feasible (very valid), received positive responses from students with strong criteria, and the percentage of mastery learning was 92.3% with very high learning effectiveness criteria, Conclusions, Student Worksheets (LKM) developed were valid and feasible for student use, and has significantly high effectiveness in student learning in the Low Plant Taxonomy (TTR) course at STKIP-PGRI Lubuklinggau.&#x0D; Keywords: Macroscopic Mushroom, Student Worksheet, Design Model of 4D Thiagarajan
Kumpulan Soal Argumentasi Berpola Claim, Data, Warrant (CDW)

This study aims to find out the effectiveness of product collection of items about argumentation pattern claim, data, and warrant against the arguments of students in the subjects of biology respiratory system material at SMA IX Negeri 2 Jambi City. This research uses ADDIE model (Analysis, Desaign, Development, Implementation, and Evaluation). Data collection methods used in this research are interview methods, questionnaires, and tests. The results showed the development of a collection of questions in sma negeri 2 jambi school with 10 questions and 6 respondents who gave pretest and posttest questions, then got a pretest result of 1.23 and a posttest average score of 3.75. Based on t paired test sample t tests obtained sig. (2-tailed) of 0.000&lt; 0.05 then H0 rejected and Ha received, there is an influence on the collection of points of argumentation on the ability of students argumentation in SMA Negeri 2 Jambi City. In conclusion, the product of a collection of argument-patterned claims, data, and warrants (SDW) developed influenced the argumentation of students in the subjects of respiratory system material biology at SMA IX Negeri 2 Jambi City.&#x0D; Keywords: Arguments, Problem Sets, Claim Patterns, Data, Warrant (CDW)
Pengaruh Penerapan Model Pembelajaran Guided Note Taking (GNT) terhadap Hasil Belajar IPA Siswa

This study aims to determine the effect of the application of the Guided Note Taking (GNT) learning model to the learning outcomes of science students in class VII in SMP Negeri 2 Lareh Sago Halaban District Academic Year 2017/2018. This type of research is an experiment. The population consists of class VII, amounting to 5 classes. Sampling is done randomly (random sampling). The selected sample is class VII.3 as the experimental class and class VII.5 as the control class. The instrument used as a data collection tool is a test. Data analysis techniques used t test, with acceptance criteria H1 if tcount&gt; t table with α = 0.05. The results of data analysis obtained tcount = 2.88 and t table = 1.67, means tcount&gt; t table so the hypothesis is accepted. In conclusion, there is a significant effect of the application of the Guided Note Taking (GNT) model to the learning outcomes of science students in class VII in SMP Negeri 2, Lareh Sago Halaban District.&#x0D; Keywords : Guided Note Taking (GNT), Learning Ourcomes, Student Learning
Manajemen Stratejik Pemanfaatan Teknologi Informasi dan Komunikasi untuk Peningkatan Mutu Pembelajaran SMK Ciledug Al Musaddadiyah dan SMKN 1 Garut

So far, in implementing school strategies, they tend not to utilize Information and Communication Technology (ICT), despite the availability of ICT resources available. Stages of strategic management are needed to generate the vision, mission, objectives, policy, program, budget, and procedures as well as control and evaluation process as an effort to utilize ICT to improve school quality. Based on the interpretation and the results of the study, it is concluded that schools have organized stages in strategic management that enable schools to have a quality profile. The impact of effective utilization of ICTs for schools is the achievement of effective school management, as per the National Education Standards, which is characterized by effective planning, implementation, control, and evaluation of school ICTs.The purpose of this study is to get a general description, describe, and reveal the Strategic Management of Information and Communication Technology Utilization to Improve the Quality of School Learning in Ciledug Al Musaddadiyah Vocational High School and Garut 1 Vocational High School, both on environmental analysis, strategic formulation, implementation and strategic evaluation. The research method used in this research is the case study method, because the problems studied occur in the place and situation of Ciledug Al Musaddadiyah Vocational School and Vocational High School 1 Garut. The use of case study models in this study is based on the consideration that to provide an overview of the strategic management activities of the use of ICTs carried out at vocational high schools with the ultimate goal of being able to improve the quality of school learning. Based on observations in the field of SMK 1 Garut and SMK Al Musaddadiyah Ciledug Garut is one of the public schools and private schools that have these advantages.
THE USE OF AUDIO TRIMMER AS AN ONLINE APPLICATION TO IMPROVE STUDENTS' ABILITY IN ENGLISH LISTENING CLASS

This study focuses on the use of an online application-based Audio Trimmer in learning Listening in the English study program. The aim is to find out how the lecturer applies this Audio Trimmer application to Listening class and to find out the level of student satisfaction with the use of Audio Trimmer in Listening learning. Audio Trimmer is an online application that can adjust the audio tempo. So, no matter how difficult listening is, it will be resolved by using this application. Audio Trimmer has indeed been used as a learning medium in the Listening course for two semesters and there are indicators of student satisfaction with the use of the application. Therefore, this research is qualitatively designed with a case study approach with the research subject being all students from two listening classes, namely Extensive Listening and Academic Listening, and the data collection was obtained from student questionnaires in the form of a Likert scale questionnaire in the form of ten statements, class observation, and documentation of student achievements in listening courses. Then the research analysis includes data reduction, data display, and data verification. There are two findings from this study. First, the audio trimmer is used in listening courses at the whilst-activity and post-activity stages. Second, the student's perception shows that the audio trimmer is very supportive of listening learning. In conclusion, the audio trimmer in learning listening is very useful and of course highly recommended for English learners who will listen to English audio. Keywords: Audio Trimmer, online application, Listening
ANALISIS EXPERT SYSTEM DIAGNOSIS PENYAKIT OBESITAS PADA ORANG DEWASA MENGGUNAKAN BACKWARD CHAINING METHOD

The purpose of this study is to build an expert system for diagnosing obesity in adults using the PHP programming language and MySQL database, the backward chaining method is suitable to be applied to the diagnosis of an expert system for diagnosing obesity in adults using PHP and MySQL so that it can be accessed online by users and implementation the backward chaining method on an expert system can help diagnose obesity in adults and provide solutions quickly and accurately. The research method used is qualitative using the backward chaining method. It is hoped that the result of this study is that an expert system for diagnosing obesity in adults with the Backward Chaining method can provide information about the symptoms and solutions of the disease and can be used at any time and does not require a long time to diagnose. This system can help doctors work and make it easier for the public to diagnose obesity in adults and their prevention efforts.&#x0D;
Pengembangan Lembar Kerja Peserta Didik (LKPD) Berpola Claim, Data, Warrant (Cdw) untuk Meningkatkan Kemampuan Argumentasi Siswa

This study aims to develop student worksheets (LKPD) patterned claim, data, warrant (CDW) on human respiratory system material and find out how teachers respond and student responses and the effect of using LKPD on student argumentation ability. The development model used in this research is addie development model consisting of 5 stages, namely analysis, planning, development, implementation and evaluation. The development of this LKPD uses due diligence based on expert validation of materials and validation of media experts, as well as teacher response and student response. Data analysis techniques used are qualitative and quantitative data analysis. The results of both validators state that LKPD is worthy of testing. Furthermore, the results of the teacher's response also stated that the LKPD is feasible in the trial with a score of 93%. Then the results of the odd and even group student response were obtained from kappa test of 0.673 with high category and correlation test of 0.806 with very strong category. This means that the two groups of students have been in touch and agreed to state that LKPD is worthy of trial. In conclusion, students can understand the problem of claims, data, warrant (CDW) arguments judging by the score of the paired sample t test of 0.000 which means that there is an influence of the use of student worksheets (LKPD) on students' argumentation ability.&#x0D; Keywords: Claim, Data, Warrant (CDW), Student Worksheet (LKPD), Argumentation Ability.
IMPLEMENTATION TREND MOMENT FOR PREDICTING HOYA BREAD SALES

Prediction of bread sales accurately and efficiently using the trend moment method. A forecast to produce an estimated number of bread supplies in the future, so that there is no excess or shortage of bread stock in the coming month. In this study, data on bread sales are used every month, from January to December 2021. Sales records for each month are useful to see whether they have increased or decreased. The results of this study are the creation of a computerized system that is able to generate approximate numbers in predicting sales for the next month using the PHP and MySQL programming languages, making it easier to find out how much bread will be sold and considering the stock of goods and how much will be produced in the next month. the following month so that there is no shortage or excess of bread stock. The results of sales predictions for 12 months in 2021, produce predictions in January 2022, in the 13th period with MAD (Mean Absolute Deviation) results of 40.08% and MSE (Mean Squared Error) rates of 27.64%.
Bits and Characters Substitutions to Increase the Security Level of Transmitted Secret Message

Chaotic logistic map model is an interesting tool, it has good features, which make it capable to create chaotic keys, these keys are stable and sensitive to the selected values of chaotic parameters. In this paper research we will introduce a simple, secure and efficient method of secret message cryptography. The encryption-decryption phases will be implemented in two rounds. Two secret keys will be used; these keys will be generated by running two CLMM with a selected chaotic parameter. The first key ‘CSK’ will be used for message characters’ substitution, while the second secret key ‘BSK’ will be used for message binary version bits’ substitution. The two secret keys will be generated using a PK which contains the selected values of the CLMM. The PK will provide a huge key space capable to resist any hacking attack, also the generated two keys will be sensitive to any changes in the PK components, making any minor changes in these components in the decryption phase will be considered as a hacking attempt. The proposed method will be implemented using various messages, the obtained results will be analyzed using various types of data analysis method to prove the quality, security and the efficiency of the proposed method.
Information Literacy and Local Knowledge Transfer: A Pilot Study among the Minangkabau Community in the Agam District, Indonesia

This article aims to examine sample data on the level of information literacy and local knowledge. Based on the literature review, a 40-item questionnaire was constructed. To ensure the validity, reliability, and normality of the data, a data collection instrument was devised and then reviewed by experts. A pilot study was also conducted and participated in by 50 respondents. The data were processed using SPSS. The findings reveal the instrument was reliable, and there were no abnormalities in the data with the highest value of 0.848 and the lowest value of 0.760. It means that the questionnaire can be used for data collection.
Quality Attributes Demanded By Mobile App Stores On Mobile Apps Hosted On Their Platforms.

Mobile applications are designed and developed to run on a mobile device. The overwhelming adoption of mobile device technology, the rapid advancement of mobile devices and the significance of the Internet in today's society have shifted how businesses and consumers interact. The shift has subsequently upset mobile software programming enormously. The education sector has not been left behind on the adoption of mobile devices. For a mobile app to publication in an app store, the developers must meet the quality requirements of the store. To obtain the requirements, we surveyed four major app stores by leveraging the ISO/IEC 25010 quality standard to ensure the fulfillment of the quality requirements from the mobile app stores. We used the cross-sectional methodology strategy thus conducted the study within a limited time frame. Once an app is published in an app store, it becomes accessible to the entire universe of users. Mobile app developers should be familiar with the quality control requirements to develop acceptable apps. The purpose of this paper was to survey and identify the most relevant quality requirements set up by mobile applications The study found, Usability, Performance, Maintainability and Support categories were the most important