Reviewerly/exHarmony huggingface dataset:
Peningkatan Hasil Belajar Tema Benda di Sekitarku Melalui Metode Pembelajaran Project Based Learning Kelas III SDN Rejosari 03

&lt;p&gt;&lt;em&gt;This research was motivated by the monotonous and boring state of online learning in class III. Teacher Student learning outcomes also show an average below the KKM. Formulation of the problem "How is the management of learning the theme of objects around me through Project Based Leraning for third grade students of SDN &lt;/em&gt;&lt;em&gt;Rejosari 03&lt;/em&gt;&lt;em&gt;? The purpose of describing the learning management of the theme of objects around me through the Project Based Learning method in class III Classroom action research methods The research sample is class III. The instrument uses observation and tests using the Project Based Learning model, 2 cycles. Based on the research&lt;/em&gt;&lt;em&gt;, there was an increase in student learning outcomes both in activities and learning outcomes, the average score of students was as follows: Cycle I 75.42% with a percentage of 75%, cycle II 93.75% with a percentage of 100%. It can be concluded that learning the theme of 3 objects around me by using the Project Based Learning learning model, the results of student learning tests experienced an increase in each cycle. The researcher recommends the principal, teachers and related staff in order to develop the quality of learning in the classroom using the PBL learning model.&lt;/em&gt;&lt;/p&gt;
Bilateral Positioning Model for the E-commerce Platform

As the link between consumers and merchants, e-commerce platforms have problems that need to be improved.In particular, the accuracy and authenticity of the information they provide cannot be guaranteed, which will harm market fairness and consumers' right to know.To improve the presence of the e-commerce platform, the C2B model and big data are used, optimizing the consumer shopping experience and helping businesses to develop in the direction of professionalism.Based on this research concept, this article uses the systematic literature research method and collects professional literature through the search of keywords such as C2B, e-commerce platform, big data, and supply chain.The article summarizes the findings of the literature and finds imperfections, thereby innovating the Bilateral Positioning Model, which is, respectively optimizing the UI interface of the merchant and the consumer, and embedding the supervision module so that consumer evaluation can play an important role in the healthy competition of the platform.While describing the Bilateral Positioning Model, this article also analyzes its feasibility and practicability and theoretically proves the sustainability of the model.
The Influence of Preview, Question, Read, Summary, Test (PQRST) Method and Learning Strategies Towards Students’ Reading Ability at SMPN 5 Banyuasin III

Language learning incorporates skill, strategies, techniques, and many others.This study was conducted to find a significant influence of the PQRST (Preview, Question, Read, Summary, Test) method and learning strategies on the students' reading ability.32 students in each group of experimental and control were involved in this experimental research.The data were obtained through the distribution of questionnaires and reading test.We analyzed the data use statistical analysis.The findings of this study consists of 1) there was a significant influence of PQRST method on the eighth-grade students' reading ability for those who have effective learning strategies and those who have ineffective learning strategies,2) there was a significant influence of conventional teaching method on the eighth-grade students' reading ability for those who have effective learning strategies and those who have ineffective learning strategies, 3) there was significant influences of PQRST method and Conventional teaching method on the eighth-grade Students' reading ability for those who have effective learning strategies and those who have ineffective learning strategies, and 4) there were significant interaction effects of PQRST method and learning strategies on the eighth grade Students' reading ability.Based on the findings, the PQRST method effectively improves students' reading ability.
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning

Domain adaption in syntactic parsing is still a significant challenge.We address the issue of data imbalance between the in-domain and out-of-domain treebank typically used for the problem.We define domain adaptation as a Multi-task learning (MTL) problem, which allows us to train two parsers, one for each domain.Our results show that the MTL approach is beneficial for the smaller treebank.For the larger treebank, we need to use loss weighting in order to avoid a decrease in performance below the single task.In order to determine to what degree the data imbalance between two domains and the domain differences affect results, we also carry out an experiment with two imbalanced in-domain treebanks and show that loss weighting also improves performance in an in-domain setting.Given loss weighting in MTL, we can improve results for both parsers.
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training

We experiment with XLM RoBERTa for Word in Context Disambiguation in the Multi Lingual and Cross Lingual setting so as to develop a single model having knowledge about both settings.We solve the problem as a binary classification problem and also experiment with data augmentation and adversarial training techniques.In addition, we also experiment with a 2-stage training technique.Our approaches prove to be beneficial for better performance and robustness.
Accuracy of Computer Aided Diagnosis in Predicting Malignant Thyroid Nodule

Introduction: The thyroid nodule is an abnormal growth of thyroid cells which forms a lump within the thyroid gland.The vast majority of thyroid nodules are benign & a small proportion may have malignancy.It may have solitary or multiple, unilateral or bilateral, focal or diffuse enlargement.The physical examination & blood test only are not helpful to detect benign from malignant nodules & needs thyroid ultrasonography and fine needle biopsy for early detection & treatment.In a suspicious cases, FNA is needed to confirmed benign, from malignant nodules.CAD is a kind of software used in the Sonographic image of thyroid nodule to differentiate benign from malignant condition.CAD software, is non-invasive, no ionizing radiation procedure.It recommend follow up study for benign & FNA for suspicious of malignancy.Objective: To assess the clinical use of Computer Aided Diagnosis (CAD) software to correlate the biopsy report with thyroid nodules.Method: The prospective analytical study was conducted at end of 2018 in department of radio-diagnosis & imaging in tertiary health care system, Nepal in 103 patients of 128 nodules who were presented with thyroid nodule, Routine with Color Doppler ultrasound was done.Computer aided diagnosis (CAD) software applied & guided FNA from different nodules were obtained & correlated with Cyto-pathology study.Result: A total of 103 patients, male 26(24%) & female 78(76%) in the age group of 20-82 years having a solitary or multiple nodules in unilateral or bilateral thyroid lobe (128 nodules) were evaluated.A total of 87.34% were benign &12.66% were malignant nodule Most of the benign nodule was colloid goiter & commonest neoplasm was papillary carcinoma, which is similar to CAD recommendation.CAD can predict the nature of thyroid nodule as benign or malignant with the sensitivity of 94% & specificity 88% & PPV 47 % as a compare with FNAC (Gold standard). Conclusion:CAD effectively & objectively helps to determine which nodule needs to take FNA from different nodules in the same patient whenever needed.
A Study of Morphological Robustness of Neural Machine Translation

In this work, we analyze the robustness of neural machine translation systems towards grammatical perturbations in the source.In particular, we focus on morphological inflection related perturbations.While this has been recently studied for English→French translation (MORPHEUS) (Tan et al., 2020), it is unclear how this extends to Any→English translation systems.We propose MORPHEUS-MULTILINGUAL that utilizes UniMorph dictionaries to identify morphological perturbations to source that adversely affect the translation models.Along with an analysis of stateof-the-art pretrained MT systems, we train and analyze systems for 11 language pairs using the multilingual TED corpus (Qi et al., 2018).We also compare this to actual errors of nonnative speakers using Grammatical Error Correction datasets.Finally, we present a qualitative and quantitative analysis of the robustness of Any→English translation systems.Code for our work is publicly available.
Research on cloud access control technology based on consortium blockchains

Aiming at the security problem of single authorization center in cloud storage environment, a revocable multi-authority access control based on CP-ABE model and federated block chain is proposed. Attribute Authority (AA) is described in a tree structure.At the same time, the Trusted Certificate Chain (TCC) and Membership Service Provider (MSP) are used to manage the identity and control the permissions of the nodes in the Chain. By embedding the user key into the ciphertext, the retractable cloud access control technology is realized, and the re-encryption process is performed by the cloud service provider, which reduces the encryption burden of the data owner. Experimental verification and analysis show that the proposed scheme has lower computational cost and higher security.
STUDENTS’ PERCEPTION ON THE USE OF PODCAST IN TEACHING LISTENING

This research was to find out the students' perception of the use of podcasts in teaching listening. The research was due to problems found in the field; some of the students were not interested in listening, students have difficulty catching the speakers' ideas, the perception of students toward podcast is different. The design of this research was descriptive research with a quantitative approach as the method of the research. The sample was collected from 26 students at SMK Pembangunan Bukittinggi which used total sampling as the sampling technique of the research. The result revealed the mean score of students' perception of the use of podcasts in teaching listening was 63.06%. It showed that the students had a positive perception regarding the use of podcasts in teaching listening.
Systematic Evaluation of Probabilistic k-Anonymity for Privacy Preserving Micro-data Publishing and Analysis

In the light of stringent privacy laws, data anonymization not only supports privacy preserving data publication (PPDP) but also improves the flexibility of micro-data analysis.Machine learning (ML) is widely used for personal data analysis in the present day thus, it is paramount to understand how to effectively use data anonymization in the ML context.In this work, we introduce an anonymization framework based on the notion of "probabilistic k-anonymity" that can be applied with respect to mixed datasets while addressing the challenges brought forward by the existing syntactic privacy models in the context of ML.Through systematic empirical evaluation, we show that the proposed approach can effectively limit the disclosure risk in micro-data publishing while maintaining a high utility for the ML models induced from the anonymized data.
MOTION GRAFIS SEJARAH JEMBATAN RATAPAN IBU PAYAKUMBUH SUMATERA BARAT

Payakumbuh has historical events. Among the historical events that occurred in the city of Payakumbuh called the Ratapan Ibu bridge. The bridge is one proof of the history of struggle in West Sumatra, especially in Payakumbuh City. Lack of public appreciation for historical stories and evidence of historical heritage of the Ratapan Ibu bridge. This causes the later generations to know less about the story and care less about its historical evidence. It is necessary to re-communicate these historical events to the public, through motion graphics. The advantage ofmotion graphicscombination is aof illustration, typography, photography, video and audio using animation techniques.The design method used is the 4D (design methodfour-D)using 4 design stages, namely define, design, development, and disseminate. Sources of data used in this design are in the form of statements about the tools, properties, conditions and specific activities concerned.The design results in the form of motion graphics that have stories, pictures, and audio, can make today's young generation learn local history, so that its sustainability can be maintained. The motion graphic of thehistory of the Ratapan Ibu bridge is supported by supporting media in the form of mugs, billboards, tote bags, Youtube, Instagram, twitter and facebook, which are able to promote the Motion Graphic of the History of the Ratapan Ibu Bridge.Keywords: Motion Graphic, History, Mother's Lamentation Bridge,Payakumbuh
Monitoring of Soil Media Acidity Detection for Replanting

The development of the Indonesian agricultural sector until 2014 according to the Strategic Plan data of the Ministry of Agriculture for 2015–2019 is about 3.90% of the economic sector. One of the most important parameters for improvement efforts is soil. Soil quality on agricultural land is one important thing that needs special attention in its management. It is not easy to create ideal soil conditions for plants. For that, farmers need to know the variables that affect ideal conditions. The easiest way to find out the variable is to measure the pH and humidity of the soil conditions. Evaluation of soil fertility in chili plants is still done manually through visual observation. One of the factors that makes chili plants die before they bear fruit. In this research, a web monitoring system will be made on the planting medium of chilies based on soil acidity and soil moisture using sensors that can be monitored online. Data will be stored in the database and displayed on the web. The results obtained on the growing medium of chili plants produced soil suitable for chili plants, namely soil media sandy which has a moisture value of 7 to 8 and a pH value of 6.5-7.5. The average time needed to communicate between nodes to the website is 344 ms, which in the TIPHON standardization the average value of delay in sending data from the device to the website belongs to the 3rd index, which means that the process is of moderate quality.
Development of learning videos of atomic theory concepts of Tialo language

The purpose of this research is to produce a video learning content on atomic theory. This research uses the design and development design that employs the ADDIE model. The research instrument used was a questionnaire with a four-likert scale admistered on content experts, linguists, media experts, teachers and 10 students of MA AL-KHAIRAAT Tomini. The validity of the content, language and media aspects was said to be good with scores of 3.25; 3.33 and 3.28 respectively. Meanwhile, the scores obtained from teachers and students of class XI IPA were 3.87 and 3.51, both of which were in the "Strongly Agree" category. The results showed that the atomic theory learning video in the Tialo language was suitable for use in learning activities and could increase the concentration level of students. The theoretical implications of this research, namely the instructional video can increase learning motivation in students and the practical implication is that the instructional video is used as resources for teachers and prospective teachers to be used in the learning process.
SMART-COMPLEX IN THE VOCATIONAL TRAINING OF A MODERN TEACHER

Relevance. The transformation and development of modern information technologies (IT) have affected the educational process of all educational institutions, which makes it necessary to justify the application of numerous pedagogical innovations using IT in the vocational training of future teachers. This makes developing important for future educators to understand the SMART-complex as a component of the information education environment, since in order to develop the SMART-complex, the teacher must understand its` structure and the interaction of all components. Purpose: to highlight and characterize the main elements of the SMART-complex as an educational information environment of an educational institution, to prove the advisability of their use in the training of future teachers. Methods: direct analysis and synthesis are for substantiating the relevance of the problem, that is under consideration; deduction is for identifying the main structural elements of the SMART-complex, modelling is for the image of the structural appearance of the SMART-complex, generalization is for taking the stock of the work. Results: the emergence of the concept of the SMART-complex and some elements of its structural type were analysed; the existing SMART-complex models were described and generalized and their main structural elements were defined; the need to introduce SMART-complex as a component of the information education environment was noted. Conclusions: SMART-complex is an information dynamic system of educational and methodological direction with defined SMART-criteria (specific, measurable, attainable, relevant, time-bound), with static, dynamic and environmental components; SMART-cloud resource is a system for personalized delivery and processing of electronic content; services (e.g., cloud-based electronic storage) for handling documents, spread sheets, electronic presentations; video-web conferencing for creation of electronic questionnaires, tests; application of this resource allows to organise both general and individual work with the content, in fact SMART-cloud resource is a «core» of SMART-complex; available SMART-complexes correspond to the modern educational needs in the context of fulfilling the tasks of the New Ukrainian School and can be used in the training of future teachers.
CREATIVE FRAMES IN THE SPHERA OF CONCEPTUAL STANDARDS

The article considers one of the subject areas of educational activity in universities, where the phenomenon of creativity has significant limitations - the scope of conceptual standards for constructing definitions of concepts that are created on the basis of mandatory compliance with logical, logistical and paradigmatic rules and regulations. In universities, where the process of mastering scientific knowledge predominates in work with students, there are subject areas in which the phenomenon of creativity is significantly limited and even banned. For example, the variety of definitions of the concept of the same mental phenomenon – thinking or emotions, personality, abilities, etc., which occurs in textbooks, manuals, dictionaries, etc., may, at first glance, indicate the presence of elements of a creative approach of different authors to construct such definitions. But in fact such a variety of definitions is a manifestation of the lack of their authors of certain ideas about the rules and regulations for constructing correct definitions of psychological concepts that have the status of conceptual standards.
Seismicity in Yemen and the Gulf of Aden in a geological context.

The study presents geologic investigation of Yemen and the Gulf of Aden with a special focus on geophysical, seismic, tectonic and topographic mapping performed by the integrated approach of QGIS and GMT scripting. Cartographic visualization is crucial in geologic analysis, data processing and prognosis of mineral resource prospects. The region of Yemen and Gulf of Aden was formed as a result of Arabian and African plates movements and still tectonically active. Besides, the Gulf of Aden contains mineral resources of hydrocarbons which makes this region actual for investigation. The IRIS database on earthquakes was used for visualization of the magnitude of submarine earthquakes in the Gulf of Aden for the period of 2007-2020. The paper presents 6 new thematic maps for the region of Yemen and Gulf of Aden. The research presented an analysis of correlation between the geological, topographic and geophysical settings. Through combined approach of cartographic high-resolution data visualization and geologic analysis, this paper contributed to the regional geological studies of Yemen, Gulf of Aden and the Middle East.
LibGuides: Chicago/Turabian Formatting and Style LibGuide: Footnote Examples

This guide is designed to help students understand what Chicago/Turabian style is, how to use Chicago/Turabian style, and examples of Chicago/Turabian style in practice.
The Role of Library Managers in Improving Students ‘Reading Interest’

The purpose of this research to know the role in raise reading interest library management students through borrowing, management a reading room, a collection of books and interaction with the school.This study the use of qualitative.The result of research obtained: (1) the role of the library in terms of lending in improving am read that facilitate loams provide a library card, socialization way lending book, did loans graciously and communicative, the increase in human resources in the library, the present for most student borrow a book; (2) the role of management library in terms of management a reading room in raise reading neat and to be clean, extending the reading room, environmental comfortable; (3) the role of the management of the library in terms of collection of books in improving diverse collection of books, the involvement in the collection of books, increase the number of a collection of books, and (4) the role the school library.Management through interaction student in the cooperation with the school principal, teacher government and private.
Development of Student Associations Information System at Universitas Pembangunan Nasional Veteran Jakarta

Universitas Pembangunan Nasional Veteran Jakarta (UPN Veteran Jakarta) is one of the public universities which views student associations to play an important role in student self-development. Student’s self-development can be realized if students participate in every activity. but a lot of problems that occur because the process related to student association is still done manually without using an information system, where students have to come to campus to take care of all the needs to hold an activity. So that we need a system that aims to improve services to student associations as well as facilitate the management of existing student associations data and can increase the credibility of UPN Veteran Jakarta itself. It is called SIWA. It is expected to minimize errors that occur and manage business processes that exist in each student association. So that the benefits generated later, it is hoped that information on Real Estimate of Cost, submission of activity proposals, accountability reports and annual reports can be managed properly. Besides that, it can also support a paperless culture in the college environment. This information system will be built based on a web-based system and its development will use the waterfall method.