Reviewerly/exHarmony huggingface dataset:
The legacy of Charles Oliver Ingamells (1916–1994)

Charles Oliver Ingamells passed away in April 1994 at age 77. Ingamells received his BA at the University of Western Ontario and his MS at the University of Minnesota. During his later years in his retirement home in Florida he was a faithful representative of a group of well-known world experts in Sampling Theory, such as Pierre M. Gy, Francis F. Pitard, Jan Visman, Paul Switzer at Stanford University and J.C. Engels at the US Geological Survey and the Linus Pauling Institute in Menlo Park, California. His association with Francis F. Pitard during several years at Amax Extractive Research &amp; Development in Colorado has added to a unique combination of different experiences in the field of geochemical analysis. His pioneering work in the field of geological sampling led to collaboration with the above experts.
THE METHOD EXAMINING COMPONENTS OF STUDENTS’ READINESS FOR SELF-EDUCATION

The article focuses on the importance of developing diagnostic tools for studying the structure of readiness of student youth for self-educational activities. The method of research of components of readiness for self-education activity of students is offered. The theoretical basis of the methodology is covered. The structure of readiness for self-educational activity is considered as a combination of personal, cognitive and activity components. Diagnosis of the personality component is carried out through questions aimed at identifying a positive attitude to the profession, understanding its requirements and their abilities (reflection), awareness of the importance of improvement, cognitive interest, sense of duty and responsibility, the ability to set goals and apply efforts to achieve it, to plan their activities. Diagnosis of the cognitive component is carried out through questions aimed at identifying the success of educational activities, awareness of educational activities as a direction of self-realization, the ability to work with sources of information, the ability to apply in practice the acquired special knowledge. Diagnosis of the activity component is carried out through questions aimed at identifying human understanding of the importance of self-education, the ability to penetrate into the essence of the problem (professional task), analyze possible solutions, set tasks and solve them, choose sources of knowledge, reflection of important skills of independent cognitive activity, desire and ability to plan their self-educational activities. The content of the method is given and the essence of the analysis of the results of the method is described. The reability and validity of the methodology are substantiated. It is noted that the proposed method of diagnosing the components of readiness of students for self-educational activities has good indicators of reliability and validity and can be used in the psychological practice of the educational process of universities.
Characteristics of remote teamwork among clinical research company employees

Introduction: Remote work is increasingly common in our times due to globalization and the revolutionary development of digital technologies. Utilizing skills such for communicating, collaborating and efficient work in the virtual environment is important for the proper functioning of teams and for the whole organization. Therefore, it is necessary to implement strategies that supports virtual teamwork and the individual performance of employees. Material and methods: Research literature on the research problem was studied and analyzed. Sociological methods were utilized to collect and analyze empirical data. An individual anonymous online questionnaire was deployed containing 29 questions: 22 closed and 7 open-ended. The respondents are employees of a clinical research company, working remotely and on site at the office located in the city of Sofia. The total number of surveyed employees is 109. A quantitative descriptive analysis of the survey data was performed. Results and discussion: The number of employees working remotely in the surveyed organization has increased by 75% from the start of the quarantine measures. Most of them have had no difficulties in adapting, and the quality of teamwork has even improved. No significant difficulties that would negatively affect teamwork and individual performance were reported. Most employees have managed to achieve a balance between personal and professional life, and even prefer remote work to working only on site at the office. Conclusion: Although some employees experience difficulties working remotely, the positive effects of the change are significantly greater. Based on the given recommendations, strategies can be developed in the organization to support the effectiveness of remote teamwork.
The Influence of Human Development Index Components on Economic Growth in DIY

The old development perspective which focuses on physical development, has shifted towards the human paradigm as the main key to development.Improving the quality of human capital has a major influence on increasing a country's economic growth.This study aims to analyze the effect of the components of the Human Development Index on economic growth in the Special Region of Yogyakarta.The components of the human development index in this study include Life Expectancy, Average Length of School and Per Capita Expenditures.This research uses quantitative methods.The type of data used is secondary data with cross section 5 district / city panel data and time series for 10 years, from 2009-2018.The analytical tool used is panel data with the Common Effect model.The results showed that life expectancy had a negative and not significant effect on economic growth, the average length of school had a positive and significant effect on economic growth, per capita expenditure had a negative and significant effect on economic growth and life expectancy, average length of schooling, and per capita expenditure jointly influence economic growth.
TELEMARKETING BANK SUCCESS PREDICTION USING MULTILAYER PERCEPTRON (MLP) ALGORITHM WITH RESAMPLING

Telemarketing is a promotion that is considered effective for promoting a product to consumers by telephone, other than that telemarketing is easier to accept because of its direct nature of offering products to consumers. Telemarketing is also considered to help increase a company's revenue. The problem of predicting the success of a bank's telemarketing data must be done using machine learning techniques. Machine learning used in the available historical data is a bank dataset of 45211 instances at 17 features using the multilayer perceptron algorithm (MLP) with resampling. The use of resampling aims to balance the unbalanced data resulting in an accuracy value of 90.18% and a ROC of 0.89%. Meanwhile, if the data resampling is not used in the multilayer perceptron (MLP) algorithm, the accuracy value is 88.6 and ROC is 0.88%. The use of resampling data becomes more effective and results in higher accuracy values.
ПРОФЕСІЙНА КОМУНІКАЦІЯ ЖУРНАЛІСТІВ-РОЗСЛІДУВАЧІВ НА СУЧАСНИХ ОНЛАЙН-ПЛАТФОРМАХ

&lt;p&gt;&lt;strong&gt;&lt;em&gt;The purpose &lt;/em&gt;&lt;/strong&gt;&lt;em&gt;of the article is to find out the features of professional communication of investigative journalists on modern online platforms.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;&lt;em&gt;Research methodology. &lt;/em&gt;&lt;/strong&gt;&lt;em&gt;During the research the author used the following methods: general scientific method (observation, description, analysis, synthesis, generalization of information on communication of investigative journalists) and a special method of quantitative content analysis with qualitative elements to identify features of professional communication of investigative journalists on Facebook social net. &lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;&lt;em&gt;Results. &lt;/em&gt;&lt;/strong&gt;&lt;em&gt;The article focuses on the specific features of professional communication of investigative journalists on modern online platforms, in particular in the specialized «Resource Center for Investigative Journalists» online hub, on the official Facebook pages of the relevant media and on the personal pages of investigative journalists. The materials of the open part of the resource center are aimed at providing recommendations and advice on the practical experience of investigative journalists, which is more relevant for novice journalists.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;It is established that the posts on the official pages of the analyzed publications are characterized by a sustained structure, which is clearer and more original in «Bihus.info»; posts on the page of the «Schemes: corruption in detail – RFERL» TV program are built on the structure of the inverted pyramid, except for the last question «Why?», which is answered by the main material. Posts on the personal pages of investigative journalists are marked by emotional, conversational, and in some cases unceremonious style of communication. At the same time, there is a tendency for well-known investigative journalists to neglect not only the following of a certain structure, but also the advice of researchers on the mandatory visual accompaniment of textual material.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;&lt;em&gt;Novelty.&lt;/em&gt;&lt;/strong&gt;&lt;em&gt; The scientific novelty of the work is to reveal the quantitative and qualitative characteristics of professional communication of investigative journalists on modern online platforms.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;&lt;em&gt;Practical meaning. &lt;/em&gt;&lt;/strong&gt;&lt;em&gt;The results of the study can be included in the teaching materials when teaching the basics of investigative journalism. In addition, they will be useful for investigative journalists in planning communication with readers on modern online platforms.&lt;/em&gt;&lt;/p&gt;&lt;strong&gt;&lt;em&gt;Key words:&lt;/em&gt;&lt;/strong&gt;&lt;em&gt; investigative journalism, professional communication of investigative journalists, resource center of investigative journalists, Facebook social network, social network post.&lt;/em&gt;
IMPLEMENTATION OF ENSEMBLE TECHNIQUES FOR DIARRHEA CASES CLASSIFICATION OF UNDER-FIVE CHILDREN IN INDONESIA

Diarrhea is an endemic disease in Indonesia with symptoms of three or more defecations with the consistency of liquid stool. According to WHO, diarrhea is the second largest contributor to the death of under-five children. Data and cases of children under five years who have diarrhea are very difficult to find, so the data analysis process becomes difficult due to the lack of information obtained. Difficulties in the data analysis process can be overcome by rebalancing, so the category ratios are balanced. The method that is popularly used is SMOTE. To solve imbalanced data and improve classification performance, this study implements the combination of SMOTE with several ensemble techniques in diarrhea cases of under-five children in Indonesia. Ensemble models that are used in this study are Random Forest, Adaptive Boosting, and XGBoost with Decision Tree as a baseline method. The results show that all SMOTE-based methods demonstrate a competitive performance whereas SMOTE-XGB gains a slightly higher accuracy (0.88), precision (0.96), and f1-score (0.86). The implementation of the SMOTE strategy improved the recall, precision, and f1-score metrics and give higher AUC of all methods (DT, RF, ADA, and XGB). This study is useful to solve the imbalanced problems in official statistics data provided by BPS Statistics Indonesia
Destroyed and Forgotten: Revisiting the History of the Library of the Russian Academy of Sciences’ Magneto-Meteorological Observatory in Beijing in the 20th Century

The article is to study the history of formation and development of the unique library of the Beijing Magnetic Meteorological Observatory governed by the Russian Imperial Academy of Sciences. Nowadays, researchers increasingly focus their attention not just on history of institutes themselves, but also on history of their communications with and incorporation into the scientific institutional community. Studying the library of the Beijing Magnetic Meteorological Observatory (BMMO) and its books provide a better understanding of its place in the network of magnetic meteorological observatories of the 19th century Russian Empire, which has determined the novelty of the work. The author has introduced into scientific use new archival documents and data from the St. Petersburg branch of the Archive of the Academy of Sciences and from the Russian National Library. The article analyzes activities and history of the Observatory, which was located on the territory of the Russian Orthodox mission in Beijing (China) from 1848 to 1914. For the first time in Russian and international historiography, not only the formation history of the library of the Beijing Observatory has been analyzed, but also the contents and structure of the library stock and its uniqueness. The author has demonstrated variety of its scientific life. As the library was destroyed in the Yihetuan Movement in 1900 and the 1917 Revolution in Russia, the article covers the second half of the 19th century. Its methodological basis modern basic principles of historical research (scientific objectivity, historicism, consistency, historical-genetic approach, etc.), as well as methods of social history of science (relationship between the science and the state, between the science and other social institutions, etc.). It uses the methods of statistical processing of large databases (the sampling method and the method of grouping and summarizing the materials of statistical observation) to analyze the books in library. The research fills the gaps in scientific knowledge on 19th century China and introduces data on the activities of the Imperial Academy of Sciences institutions (Magnetic Meteorological Observatory as well as its library as auxiliary apparatus). Studying the history of scientific research in China can enrich the scientific ties between two countries and allow us to rethink the historical legacy of Russia and China.
LibGuides: APA Formatting and Style LibGuide: Welcome

This guide is designed to help students understand what APA style is, how to use APA style, and examples of APA style in practice.
THE INTERFACE OF COMMUNICATION PLATFORMS: BASES OF CONCEPTUAL APPROACHES OF INTERPRETATION

The purpose of the study.Social communications are currently at the stage of outlining and establishing the leading methodological and categorical apparatus of science. Thereisaneedtostudythefundamentalunitsofcommunication, takingintoaccountvariousfactorsthatdeterminetheleadingaspectsandmilestonesofscience. Oneofthemwe considercommunicationplatformsandtheirinterface. ThepurposeofscientificresearchistostudytheexistingvariantsoftheCPinterfacefromthestandpointofmethodologicalanalysis. Researchmethods. Themethodologyofthestudywastouseanumberofmethodstoachievetheobjectives. A method of theoretical analysis of scientific points of view for studying the phenomenon of “Interface”, in particular its place in “Social Communications”. A method of comparing existing scientific positions, which made it possible to derive a vision of the term “Communication Platform Interface” and its main features. Thehypotheticalmethodmadeitpossibletoassumethatthefieldof“socialcommunications” (especiallytheirappliedfield“requiresaclearseparationofitsconstituentunits. This helped todescribe not only the scientific assumption, but to outline the elements of originality of the scientific vision of the phenomenon of ICP. It consists in the fact that the implementation mechanisms and use of KP directly depend on its category.Hence there is the nature and character of the content, the formation of the portrait of the user KP, the formation of typicality, belonging to the class, etc.Descriptionmethodis tosummarizetheresultsofthestudy. Results.Theconceptofthecommunicationplatforminterfaceisstudiedinthearticle.The visions of different scientists have been described; the existing points of view have been analyzed.The proposed own vision, proposed as a terminological unit inherent in the scientific field of “Social Communications”, made for the first time. Conclusions.Thearticleproposestypologicalunitsthatdistinguishthe“Interfaceofcommunicationplatforms”fromothertypesofthisterm. Thisapproachisnecessaryfromamethodologicalpointofview, becauseitwillhelptooutlinetheappliedsocialcommunicationtechnologiesin“socialcommunications”.
Grammar-Focused Writing Instruction to the Students’ Writing Recount Text

In learning English, the students often make some problems while building a recount text. One of the problems causing it is that the teacher might use the old teaching method. This research aimed to observe the effect of grammar-focused writing instruction on the tenth-grade students' writing recount text at one of the Senior High School State at Kabupaten Tangerang. The research method used in this research was a quantitative method with a quasi-experimental design by using a non-equivalent control group design. The population of this research was 460 tenth grade students. The sample of this research was taken from two classes that were chosen by using Simple Random Sampling. There were X IPS 4 as the controlled class and X IPS 5 as the experimental class. The normality test result showed that the data is normally distributed, and the homogeneity test result showed that the variants belong to a homogeneous population. The analysis results of post-test by using t-test (The Pooled Variance Model T-test) were obtained data that t-count = 4,37 and t-table = 1,99 with significant level ɑ = 5% or 0,05. From the post-test calculation result, H0 is rejected, and H1 is accepted. It can be concluded that there is a significant effect of students’ writing recount text between students in the experimental class who were taught by using grammar-focused writing instruction and students in the controlled class who were taught by using the conventional method.
FEATURES OF FORMATION OF PROFESSIONAL COMPETENCE OF FUTURE IT PROFESSIONALS IN THE CONDITIONS OF DIGITAL TRANSFORMATION OF ECONOMY

The promptness of updating the training content of a future IT professional does not always correspond to the frequency of innovations in the field of modern digital technologies. The digital transformation of the economy requires changes in the approaches to the training of qualified personnel in the IT field. The article examines the specifics of the process of a future IT professional’s training in the context of the digital transformation of the economy. Two groups of competencies are distinguished, the stages of preparing students for professional activity are discussed. The conclusion is made that forming both hard and soft skills are equally important for a future IT professional.
The Language Style of the Millennial Generation in Their Twitter Statuses

This research examined the types and frequency of language style used by Twitter users in Indonesia. People use language as a tool of communication to express their wants, messages, information and ideas to other people. Communication is also influenced by the style between the speaker and hearer. The data in this research were collected from Twitter users in Indonesia. This research was focused on the language style of Twitter users of the millennial generation from teenagers to pre-adults in Indonesia. A descriptive method was used. This research analyzed the statuses of the Twitter users to find the types of language style and the most frequency used styles. There were four language styles, namely formal, consultative, casual and intimate. The casual style was the mostly frequently used language style, which was used in roughly 70% of cases.&#x0D; Keywords: Language Style, Millennial, Twitter
Affinitention nets

Set classification is the task of predicting a single label from a set comprising multiple instances. The examples we consider are pathology slides represented by sets of patches and medical text data represented by sets of word embeddings. State-of-the-art methods, such as the transformer network, typically use attention mechanisms to learn representations of set data, by modeling interactions between instances of the set. These methods, however, have complex heuristic architectures comprising multiple heads and layers. The complexity of attention architectures hampers their training when only a small number of labeled sets is available, as is often the case in medical applications. To address this problem, we present a kernel-based representation learning framework that links learning affinity kernels to learning representations from attention architectures. We show that learning a combination of the sum and the product of kernels is equivalent to learning representations from multi-head multi-layer attention architectures. From our framework, we devise a simplified attention architecture which we term affinitention (affinity-attention) nets. We demonstrate the application of affinitention nets to the classification of the Set-Cifar10 dataset, thyroid malignancy prediction from pathology slides, as well as patient text-message triage. We show that affinitention nets provide competitive results compared to heuristic attention architectures and outperform other competing methods.
Trainer Module Design of Item Sorting Equipment Based on Height and Plc-Based Traffic Light Prototype in the System Laboratory

Technological developments in the industrial world have been very developed and modern.Especially for industries that use automatic or control systems in their production processes, one of them is by using a Programmable Logic Controller (PLC).The world of education today still has quite a gap or gap between the realization of the industrial world and the practice of learning carried out during lectures in the field of control or automatic systems.To minimize this gap, it is necessary to develop learning methods, especially practical learning in system laboratories so that when students have completed their education they can easily adapt to the world of industrial work that is currently developing.The system in the PLC-based Trainer Module can be used as a practical learning medium in the PLC Laboratory to increase knowledge and hone student skills in the field of control and automatic systems.In this system there are 2 variations of the application of the system using a PLC, namely Conveyors as a tool for sorting goods based on height and a prototype of Traffic Light.This research is a continuation of the previous assignment research on PLC-based Trainer Modules.
Corrections to “Toward an Optimized Neutrosophic k-Means With Genetic Algorithm for Automatic Vehicle License Plate Recognition (ONKM-AVLPR)”

The intention of this correction is to better explain how the published article <xref ref-type="bibr" rid="ref1" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">[1]</xref> relates to the article <xref ref-type="bibr" rid="ref3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">[3]</xref> , which was referenced in <xref ref-type="bibr" rid="ref1" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">[1]</xref> but without sufficient delineation.
The Introduction to Accounting Digital Book for Online Course in Responding Learning Activities During Covid-19 Pandemic

This research aims to develop a digital book to support online learning of the Introduction to Accounting course.The development of the digital-book expects to support online and self-learning during Covid 19 pandemic.The development process consists of three stages: Analysis Stage, Design Stage, and Development Stage.This research has produced a digital book of Introduction Accounting course.The expert judgment indicates that this digital book is valid enough, in terms of The Suitability Of The Material and The Accurate of Material