Reviewerly/exHarmony huggingface dataset:
Decision Support System Pada Pengirimaan Logistik Menggunakan Metode G-VRPTW

Air pollution gets worse every year; one of the contributing factors to the worsening of air pollution is the increasingly busy delivery of goods between regions and within regions. PT X is a distributor that delivers goods in the form of flour products. Every day. There are 40 consumers in several areas and not close to each other. The vehicles used are several trucks. The problem faced is the high cost of penalties because they often experience delays in the delivery, and the use of fuel is quite high, automatically it will be directly proportional to the air pollution produced. This is one of the cases of the Green Vehicle Routing Problem Time Windows (GVRPTW). These problems include NP-Hard, which means that it takes a lot of computational effort to find the best solution. One method that can be used for this problem is the Ant colony Optimization (ACO) method. The output of this algorithm is the fuel costs and the route that is passed.
Trusts of Cryptoassets

The birth of bitcoin in the Great Recession of 2008 appealed to cypherpunks and libertarians distrustful of government. Together with copycat altcoins, the volatility of cryptoassets has drawn interest from investors and speculators who did not share in these ideals, including trustees, raising four questions. First, can cryptoassets be the subject-matter of trusts? Secondly, if so, how may the rules relating to validity be applied to cryptoassets? Thirdly, is such an investment permitted under the terms and/or governing law of a particular trust? Finally, what must trustees be aware of in deciding whether to invest in this new asset class?
SECONDARY EDUCATION IN THE USA: THE RETROSPECTIVE ANALYSES OF LEGISLATION

The purpose of the article is to analyze the key laws in education that over the past decades have shaped the educational policy of the United States. It was revealed that the result of the American educational policy is that today the average graduate ratings are the highest, the rate of decline is minimal. These achievements provide a solid foundation for further work to expand educational opportunities and improve learning outcomes. It is concluded that the current legislation forms the guidelines for the development of modern American education, structuring it according to trends, such as improving quality by optimizing accountability at all levels and ensuring equal access to quality education by introducing special programs at the federal and state levels. Educational policy in the United States is focused on meeting the individual and national needs of society. A quality education for every child depends on highly qualified teachers who keep students at a high level, on a regular assessment to see what works and what doesn't. It depends on the parents involved, armed with choice and information. Today we see a new striving for excellence, caused by the Law «No Child Left behind Act». Of course, there are new problems. Students' interest in science and technology is declining as other countries seek to fill this gap. But for the first time in a long time, America considers itself responsible for the results. Thanks to significant federal and state-level reforms and innovations at the state and local levels, education in the United States is constantly evolving and growing. The country seeks to help children unleash their high potential, both individuals and citizens in aworld where freedom is on the verge.
A hierarchical approach to vision-based language generation: from simple sentences to complex natural language

Automatically describing videos in natural language is an ambitious problem, which could bridge our understanding of vision and language.We propose a hierarchical approach, by first generating video descriptions as sequences of simple sentences, followed at the next level by a more complex and fluent description in natural language.While the simple sentences describe simple actions in the form of (subject, verb, object), the second-level paragraph descriptions, indirectly using information from the first-level description, presents the visual content in a more compact, coherent and semantically rich manner.To this end, we introduce the first video dataset in the literature that is annotated with captions at two levels of linguistic complexity.We perform extensive tests that demonstrate that our hierarchical linguistic representation, from simple to complex language, allows us to train a two-stage network that is able to generate significantly more complex paragraphs than current one-stage approaches.
Educational and methodological support of lessons in natural disciplines

The issue of training highly qualified personnel is a strategic task of Ukraine. Many educational programs contain natural disciplines in the list of disciplines. There is a need to develop a modern approach to their educational and methodological support. The purpose of the study is to, based on the analysis and generalization of modern approaches to the creation of educational and methodological complexes and modern regulatory requirements, offer the best option for constructing an educational and methodical complex for the study of natural disciplines, including using remote platforms and technologies. As a result of the work, an analysis of approaches to the construction of educational and methodological complexes was carried out. The components of educational and methodological support for higher education institutions on the basis of the legislative framework are determined. The main components of the educational-methodical complex of natural discipline are determined. A generalized list of materials has been compiled to ensure lectures on natural sciences. Distance platforms and technologies have been found to have a positive impact on students' level of knowledge. Their use in classes of different types increases the interest of students, helps to increase motivation and save time. Effective and easy to use is the Moodle platform, which makes it possible to refine different types of classes, to control students' knowledge and to provide them with theoretical material. An algorithm for the development of teaching materials for laboratory, practical and seminar classes in natural disciplines is proposed. An algorithm for the approach to the preparation of materials for independent work of students in the study of natural sciences has been formed. The practical significance of the results lies in the application of the developed approach to the formation of educational and methodological complexes of natural disciplines in higher education institutions of Ukraine.
Transregional flows of vocational school students in the task of forecasting human resources potential of a region

The study discusses the problem of forecasting the human resources potential of the regions of the Russian Federation, taking into account the flows of vocational school students. The purpose of the study is to develop mechanisms to improve the efficiency of management of the processes of formation and use of labor resources in the economy, education system, labor and employment in the regions of the Russian Federation. The study was carried out using methods of mathematical and computer modeling. The database for numerical experiments was compiled by the services of the Federal State Statistics Service. Computer modeling was implemented in Python. The software implementation and results of the numerical experiment were posted on the GitHub Gist service.
STUDI PEMETAAN DATA BASE SPASIAL PENGGUNAAN LAHAN BERBASIS SISTEM INFORMASI GEOGRAFIS DI KELURAHAN BAURUNG

&#x0D; ABSTRACT: Geographic Information Systems not only handle maps or images, but most importantly is the ability to handle large volumes of databases. The database concept is the center of a Geographic Information System and is a simple system that can only produce output in the form of geographical and spatial data from a region. The Geographical Information System Database (GIS) is formed having a spatial data topology structure, and can be used as basic data. The database is formed automatically from the results of surveys and measurements and the results of digitization of high-resolution image maps so that spatial data information can be obtained, to produce a new Geographic Information System database as a result of the merging of survey data and the results of digitization of image maps.&#x0D; &#x0D;
PSIKOLOGI TOKOH UTAMA PADA NOVEL GADIS 12 RAKA’AT KARYA MA’AMUN AFFANY (BERDASARKAN TEORI SIGMUND FREUD)

The purpose of this study is to describe the psychological aspects of the main character in terms of (a) the id, (b) the ego, and (c) the superego aspects of the Gadis 12 Raka'at novel by Ma'mun Affany.This research is a descriptive qualitative research method.The data collection technique used is the technique of reading and taking notes.The data analysis technique uses the analysis technique of the work.The object of this research is the intrinsic novel of Gadis 12 Raka'at by Ma'mun Affany with a thickness of 263 pages published by Kanzun Books in 2019.From this research it can be concluded that this novel has two main characters.This novel tells the story of two figures who share a sad story, both of which have advantages above the average lay person in general and are equally born into true devotees, unfortunately one difference makes them far apart , they have different beliefs.The first main character named Bagus Pradana who was born in Manado, from a young age without knowing his parents.Life alone and collected by the Church because it is considered to have talents, raised with Catholicism; The second main character is Aisy Fashihah Ilma.Fashihah is a Muslim woman and is also a student who always becomes an idol at the Sabilul Huda Islamic Boarding School because of her beautiful, graceful and melodious voice when reciting the Koran.The analysis of the psychological aspects of the main character in terms of (a) in terms of the id of the main character named Bagas is quite strong, it can be seen from his behavior that always tries to carry out the tasks that have been given to him namely approaching Fashihah and how to make him apostate from his religion, in terms of the id of the main character Fashihah can be seen from his persistence to become a woman shalihah (b) in terms of the ego of the main character Bagas can be seen from his aim to become an idol in a boarding school he was willing to learn the religion of Islam, because to get the heart of Fashihah.(c) the two main characters
Mining Hidden and Fragmented API Usages in Android Applications

Application Programming Interface (API) usage mining is an approach used to extract the common API usage to help developers get used to the APIs. However, in Android applications, the usage can be hidden or fragmented due to class inheritance. Such hidden or fragmented usages could decrease the coverage and accuracy of the existing API mining approaches. Our method aims to resolve the problem of hidden and fragmented usages through API generalization. This generalized usage is expected to be applicable to every class that inherits a class in the usage. In the experiment, among 442,809 Android API usages, 104,839 usages either were hidden or fragmented. By revealing such usages, the accuracy of the code completion was improved by at most 6.66%. The usage generalization was efficient for extracting API usages in Android applications in which the APIs are used through class inheritance.
ANALYSIS OF WRITING MATERIAL IN ENGLISH TEXTBOOK FOR THE FIRST GRADE SENIOR HIGH SCHOOL

ABSTRACT&#x0D; Texbook is an important references employed by teachers and students in the learning process. It is supported by Grand as cited in Kayapinar, 2013 states that coursebook try to solve the problem by creating opportunities for learners to use target in the classroom. Considering such situations, an evaluation of existing materials is necessary to reveal the weakness of the textbook and improve in strength Cunningsworth (1995). This study aims to analysis the presentation, and linguistic elements. This study is descriptive qualitative employing a concent analysis. A checklist for evaluation was developed based on criteria proposal by BNSP and Cunningsworth (1995). The findings showed that in terms of writing materials presentation, all of the writing tasks are in the forms of guided writing, in which students are tasked to write responses, in restricted length, to the given prompts. In terms of linguistics elements, they are treated in integrated manner in the textbook. This study indicates that writing tasks in the textbook have been proportionally covered. The findings suggest that independent references for vocabulary and grammar items are necessary for self-study. The topics should be more various as well to provide students with wider chances to get exposed to different contexts.
Constructive criticism of the preliminary version of Libra as a fractional reserve device

Today, the new payment systems that seem available (Bitcoin and other cryptocurrencies, Facebook’s digital currency project “Libra”, etc.) has made people to realize that currencies could be decentral- ized (and de-monopolized), secret and without regulation of the&#x0D; government (the vision of Hayek in Denationalization of Money), challenging the prevailing notions over what form money can take, who or what can issue it, and how payments can be settled and recorded (Brainard 2019).&#x0D; Mark Zuckerberg (CEO of Facebook, Inc.) formally announced on June 18, 2019, the launchment of Libra in the first half of 2020 (Constine 2019), releasing its White Paper (Libra Association 2019a, 2019b). As it is still in a preparatory or preliminary phase, facing new emerging regulatory restrictions around the world (Brummer 2019; Brainard 2019; Nelson 2020), we cannot fully know how exactly it will be implemented, and correspondingly what its true nature will be (a private issuer of money or a mere payment platform?), but we can extract some clues guided by eco- nomic theory.&#x0D; In order to go a step further at the micro level in the margin- al-subjectivist theoretic approach, we have presented a very simple model for depositary activity which allows us to follow one by one, step by step, the concrete human interactions under- lying the so-called business cycle (Bueso 2017). And we have found at the core of those unsustainable processes the actions of specific people (or organizations) erasing or blurring specific property boundaries on other people’s economic goods (thereby control over property is severed from ownership [Shaffer 2009: 167-68, in chapter 6 “Control as Ownership”], for his own, or a third party, benefit), while covertly mutualizing or externaliz- ing the risk or cost entailed. Then such processes appear at the aggregate or macro level as an increase in the money supply, leading to a lower interest rate and unsustainable overinvest- ment [Garrison 2001]).&#x0D; On such a basis, in order to know the risks and opportunities open before us, we’ll study (following that model) the effects derived from depositaries practicing fractional reserve, we’ll con- sider to what extent Libra will represent such a phenomenon, with its particularities, and we’ll propose also a line for overcoming the externalization of costs entailed (that is, in order to improve the preliminary project).
The Imponderable Bloom: E. M. Forster’s “The Machine Stops” on Isolation, Social Distancing, and Online Lecturing

“In Forster’s story, isolation is humanity’s standard mode of living, perceived as quite advanced and civilized. Individuals live in separation from one another, working and communicating with one another from their cells through the Machine’s various devices. For instance, Vashti is a lecturer, and after Kuno’s phone call, she returns to her class. Forster describes what we now would recognize as a Zoom class, “the clumsy system of public gatherings had been long since abandoned; neither Vashti nor her audience stirred from their rooms. Seated in her armchair she spoke, while they in their armchairs heard her, fairly well, and saw her, fairly well” (7). As we now look forward to a school year of remote learning, this kind of moment—as well as much about the story— demands our closer assessment in terms of both the story’s details and its relevant to today’s university scene.”
Curator of content and mastery of personal knowledge

Large volumes of information that are generated in the network require new competencies from specialists, which are called «personal knowledge mastery». The main competencies are the collection of information and its preservation, the analysis of information and adding the views of the author and, finally, the free distribution of processed information on the network. A specialist in the relevant branch of science who is engaged in such activities and affects the development of the field is the content curator. In the online age of the community, the practice of content curators will determine the direction of society development. The competencies of the content curator must be formed by the student, they must be with the teachers of higher educational institutions.The purpose of the study is to develop an open distance learning program, conduct learning for users of the Ukrainian network, and determine the ways to form a community practice for content curators.An analysis of sources and the experience of foreign researchers were used to create a teacher learning program. The professional competencies of the personal knowledge mastery and the functions of the content curator are determined. The open distance course is built using constructivist and connectivity approaches. Since 2013, 450 teachers of Ukraine have learned at the developed course, and 85 students have successfully completed the learning. The impact of educated content curators was evaluated according to existing criteria in the network. The best projects were defended through webinars, others prepared video reports that were posted on YouTube.As an analysis of the work of graduates of the course «Content Curator» showed that, only about 10 % now play the role of a content curator. There are no developed similar courses in Ukraine, and this one can be used to train masters, graduate students, and scientists.
Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping

An amendment to this paper has been published and can be accessed via the original article.
Theoretical Aspects of Future Social Workers’ Professional Self-Development

The article defines and reveals the essence of the concepts "professional self-development", "self-development", presents the essence and ways of forming professional self-development in the future social worker; "self-education" as a component in the development of the future social worker is revealed and substantiated. The authors point out that the most important thing in personal development is consistency. The authors present the ways of forming self-development of future specialists’ in the social sphere in the conditions of professional higher education institutions by means of extracurricular activities; theoretical directions of forming students’ professional self-development by use of forms and methods of extracurricular activity are given.
Social Media Disruptions in HR Practices

Talented workers are the key source of competitive advantage for today’s organizations. Talented employees and their skills define the future of a business by giving it a competitive edge over others. The Social media phenomenon has opened up new avenues to employers and employees alike in the employment market. In the wake of such a scenario the role of social media has come to play a crucial role and paved the way for new paths in organizations HR practices.
PENGEMBANGAN MEDIA MONOPOLI TEMATIK TEMA 6 SUBTEMA 2 KELAS V

Thematic learning is integrated learning that emphasizes student involvement in learning. Teacher creativity is very necessary in thematic learning but in reality learning done at MI Miftahul Ulum Tukkerto is not as expected. The development of thematic monopoly media aims to produce thematic monopoly learning media and describe students' interest in thematic monopoly media. This study uses a research and development (R&D) method with the Borg and Gall model which is limited to the 9th stage, this is done because in this research it produces a thematic monopoly media development product without product dissemination. The instrument used was validation of design experts, languages, materials and questionnaires. The results obtained by thematic monopoly development products that meet the valid criteria indicated the results of media design expert validation 87.5% (very feasible), assessment of linguists 87.5% (very feasible), assessment of material experts 90.91% (very feasible) . The results of the student interest questionnaire towards the thematic monopoly media were shown the results of the student questionnaire interest of 20.00% (very good). It can be concluded that the developed media is feasible to be used in thematic learning on theme 6 of subtheme 2 class V MI Miftahul Ulum Tukkerto.
PERANCANGAN APLIKASI ABSENSI PERKULIAHAN BERBASIS QR CODE ANDROID (Studi Kasus : Teknik Informatika UKI Paulus Makassar)

Attendance is something that must be done for every student. In doing attendance, they still use the manual method. Therefore, a student attendance system is needed that can collect and manage data so that it can be done quickly, efficiently and accurately. Making the student attendance system is done by collecting data, system analysis, system design, and system implementation. This system was created using PHP and MySQL for database management. As a result of this final project is the creation of a lecture attendance application based on QR CODE Andriod which has facilities such as: student data management, lecturer data management, course data management, attendance data management, attendance using QrCode scans owned by students. With this application, it is hoped that the attendance process will be more efficient and can be monitored easily by lecturers.
FERNet: Fine-grained Extraction and Reasoning Network for Emotion Recognition in Dialogues.

Unlike non-conversation scenes, emotion recognition in dialogues (ERD) poses more complicated challenges due to its interactive nature and intricate contextual information. All present methods model historical utterances without considering the content of the target utterance. However, different parts of a historical utterance may contribute differently to emotion inference of different target utterances. Therefore we propose Fine-grained Extraction and Reasoning Network (FERNet) to generate target-specific historical utterance representations. The reasoning module effectively handles both local and global sequential dependencies to reason over context, and updates target utterance representations to more informed vectors. Experiments on two benchmarks show that our method achieves competitive performance compared with previous methods.