Reviewerly/exHarmony huggingface dataset:
The Case for Journal Style Guides

Style guides. I’ve spent the better part of my 28-year career conceiving, constructing, and curating them—and although I’ve formed some strong opinions about what makes a good guide, the more I work with them, the more I realize there isn’t one, perfect formula. The one thing I do know, though, is that an in-house style guide is an indispensable element of any journal that aspires to achieve consistent, coherent presentation while publishing high-quality content. Let me be clear: I’m not necessarily advocating for an in-house guide alone. Indeed, most journals subscribe to at least one of the major style manuals. Whether it be ACS (The ACS Style Guide), AMA (AMA Manual of Style), Chicago (The Chicago Manual of Style), CSE (Scientific Style and Format), or any combination of these and/or other references, it’s wise to defer to a higher order; doing so establishes a firm, widely known standard that manuscript editors are more likely to know and that authors are more likely to accept when their precious prose has been undone. Furthermore, because these manuals are cited so prevalently within the scientific journal community, to endorse them is to demonstrate that your organization is an invested member of that community. All of this being the case, you may very well ask: Why, then, do I need an in-house style guide? Making the Case Questioning the necessity of an in-house guide is understandable given the considerable breadth of the aforementioned manuals. Regardless of how strictly a general manual is followed, however, […]
Students’ particular skills of self-organization in the educational process

The article discusses the skills of self-organization that help to achieve success and high results in learning activities. The structure of particular skills of self-organization in the field of educational process is given through the structure of training in the university and the basic structure of skills of self-organization. The essence of the main structure-forming particular skills of selforganization in the educational process is revealed. The following particular skills of self-organization in the educational process are distinguished: analysis of existing pieces of knowledge and opportunities for acquiring new ones; setting and awareness of learning goals and objectives; drawing up a clear plan with prioritizing, key points and deadlines for implementation; implementation of the plan to study new educational material, according to the plan using different sources of information and practical application of the studied (motivation, logic, concentration span, cognitive flexibility, responsibility), the ability to reflect, evaluate and make adjustments in the process of independent study, find and correct the mistakes made, implement the conceived plan to achieve the educational goal, and see the direction of further development. It should be stipulated that the ability to self-organization depends not only on the available skills, but also on the personal characteristics of the individual, which can be mastered.
Named Entity Extraction of Wikidata Items

Wikidata is a free collaborative knowledge base with more than 56 million data items. It contains structured knowledge of named entities such as people, locations, events, etc. If we can link the entities in text documents to corresponding Wikidata items, we can semantically understand the text. To accomplish this task, we must first perform the classification of Wikidata entities into predefined entity types. In this paper, we propose an enhanced approach for assigning entity types to Wikidata entities. This method outputs a named entity dataset containing classification of Wikidata entities to the three main entity classes (Person, Location and Organization), which are widely used in Natural Language Processing. This provides classification of over 12 million Wikidata entities to the three main entity classes. The results are compared to previous work in the field. We observe large improvement of 5.45% in overall precision and 2.09% in F1-score. Our method categorizes Wikidata entities into the three main classes with precision of 95.15% and F1-score of 90.09%. Based on this, we extracted and classified 12,304,719 Wikidata entities, of which 6,635,444 are locations (53.93%), 4,445,785 persons (36.13%), and 1,223,490 organizations (9.94%).
Penerapan K-Means Dalam Mengelompokkan Nilai Tambah Industri Besar/Sedang Menurut Kabupaten/Kota

Each region must have industries both primary industries, secondary industries, manufacturing industries, construction industries, service industries and the quarter industry. These industries must produce an output that will be used or consumed by consumers or the public. More and more industries in a region indicates that the region has a lot of market demand from the community and the more industries, the income in the industry of a region increases. In this study the data was taken from a government website namely BPS (Statistics Indonesia) - www.bps.go.id which is a website that presents various statistical data from each region. There are 2 clusters in this study, namely high level clusters (C1) and low level clusters (C2). This study stopped at the 2nd iteration and there were centroid data generated namely high level centroid (78177, 56543, 42610, 155596) and low level centroid namely: ((3513.3), (3448.8), (2390.9) ), (4568)). From the calculation process that has been carried out there are 2 high-level districts / cities namely (Deli Serdang and Medan) and 31 other low-level districts / cities. It is hoped that this research can be input to the government in each region to inform the output data generated from industry in each region, and then the data can be used whenever needed.
Construal of English Prepositions in, on, and at

The use of English preposition is a little bit confusing, especially for Indonesians. It is because Indonesia only has one preposition di- to indicate the English prepositions in, on, and at. In this research, it is found that the prepositions in, on, and at are used differently based on the relation between the object and the landmark. For preposition in, the concept of containment is introduced. This preposition is used when the object is surrounded by the landmark. For preposition on, the concept of contact and support is highlighted, and gravity takes part in the use of this preposition. It means that the object should be in contact with the landmark and the landmark should support the object so that it will not move or fall. Lastly, the preposition at requires us to portray an imaginary location to determine a certain point of the object. By using the correct preposition in, on, and at, one can have linguistic knowledge, and be able to avoid ambiguity to convey correct messages or ideas to the interlocutors.Keywords: cognitive semantics, prepositions, in, on, at, principles
EVALUASI PENGGUNAAN MANUAL DAN AUTOMATED SOFTWARE TESTING PADA PELAKSANAAN END-TO-END TESTING

In software development life cycle, testing is needed to ensure the quality of the software before it is released. Choosing the testing technique depends on the characteristics of the software to be released. Web-based applications, for example, will tend to use end-to-end testing techniques to ensure web pages interact according to requirements. The cycle of software development recently is getting shorter. It is necessary to study to determine the testing implementation techniques (manually or automated) on the right end-to-end testing. The research objective is to look at the characteristics and technical testing of end-to-end testing that can be done in software development, both manually and automatically. The result showed that the number of iterations of end-to-end testing is very influential in the selection of quality techniques used. That can be a basis for determining testing techniques: manual or automatic.
Slides on a Chessboard

Here’s a puzzle. Place a pawn on each corner of a standard chessboard. A valid move consists of sliding a pawn along its row or column until it’s adjacent to a barrier (either a board edge or anoth...
Particle Group Metropolis Methods for Tracking the Leaf Area Index

Monte Carlo (MC) algorithms are widely used for Bayesian inference in statistics, signal processing, and machine learning. In this work, we introduce an Markov Chain Monte Carlo (MCMC) technique driven by a particle filter. The resulting scheme is a generalization of the so-called Particle Metropolis-Hastings (PMH) method, where a suitable Markov chain of sets of weighted samples is generated. We also introduce a marginal version for the goal of jointly inferring dynamic and static variables. The proposed algorithms outperform the corresponding standard PMH schemes, as shown by numerical experiments.
CONCEPT OF ‘SUCCESSFUL COLLEGE STUDENT’ IN YOGYAKARTA PROTOTYPE SEMANTICS

Manipulation and even murder case done by student to the teacher shocked Indonesians. These unexpected phenomena happened in university – the place where the students achieve their dreams and the new knowledge to nourish their brains – because of the undergraduate thesis. Therefore, this research aimed to discover the concept of “successful college student” in the respondents’ mind. The respondents were 200 students majority from one of private universities and twodifferent universities in Yogyakarta for each method. This concept portrayed the ideal college student in their mind by revealing the most ideal and successful student, so the goal of the college students can be well-described. This research used free listing with limited time, 30 seconds as the first step of collecting the data and judging the illustration as the second one. The first method was used to create the criteria that should be included in the illustrations. Those illustrations were judged by the respondents using semantic scale, 1-7 to represent from failed to successful. The result of this research showed the gradation of member in the concept of “successful college student” was different in age, semester and discipline category but they shared common prototypical concept that the successful college student should have high GPA, be smart, diligent and religious, and should graduate on time.
Forensic Analysis of Play Station 4

As we known, video game consoles are not only the carriers of games to global users, but also the communication and social platforms due to their embedded instant messenger software. In addition, the data structure and storage of game consoles enables them to provide facilitation to criminals who are willing to conceal potential evidence. As the eighth-generation of video game consoles, demand for play station 4 was strong, which means that it attracts numerous users. Nevertheless, seldom researchers conducted analysis towards this console. This paper provides a method for acquiring digital evidence on play station 4 and gives a detailed description of embedded instant messenger software.
Choosing the structure of convolutional neural networks for face recognition

Evaluating the number of hidden neurons and hidden layers necessary for solving of face recognition, pattern recognition and classification tasks is one of the key problems in artificial neural networks. In this note, we show that artificial neural network with a two hidden layer feed forward neural network with d inputs, d neurons in the first hidden layer, 2d+2 neurons in the second hidden layer, k outputs and with a sigmoidal infinitely differentiable function can solve face recognition tasks. This result can be applied to design pattern recognition and classification models with optimal structure in the number of hidden neurons and hidden layers. In addition, we propose a new type of convolutional neural network, which is capable to extract most powerful features. The experimental results over well-known benchmark datasets shows that the convergence and the accuracy of the proposed model of artificial neural network is acceptable. Findings in this paper are experimentally analyzed on five different face datasets from machine learning repository.
Fuzzy Inferensi System pada Produksi Kerupuk Lipat

Crackers are one of the favorite foods of Indonesian people which are made from flour mixture mixed with flavoring ingredients. UD.Eman is one of the factories that produces folding crackers. The instability of cracker orders which are sometimes high and sometimes low makes UD. Eman difficult in determining the amount of cracker production. These problems can be solved by using the Fuzzy Tsukamoto method by using 3 fuzzy variables, namely demand [x] where, inventory [y], production [z]. From the results of research conducted can produce clarity for the production of crackers per day. If the demand for 800 packs per day and stock of 500 packs per day, 947 packs of crackers can be produced per day.
Revival of Folk Crafts as a Factor of Students’ Ethno-Cultural Competencies Formation in the System of Additional Education

The article highlights the theoretical, methodological and practical aspects of students’ ethno-cultural competencies formation in the system of institutions of additional education in study clubs, trade shops as well as during creative master classes. The purpose of the study is to define the relevance and significance of folk crafts revival as a factor of students’ ethno-cultural competencies formation. The main works of Russian authors in the field of research of folk and art crafts are presented. Methods. A comparative analysis of the historical situation that reflects the content and importance of folk crafts, as well as its current state is presented. During the study the following methods were applied: analysis of Russian literature, legal acts, conversation with students and teachers, content-analysis of creative activity outcomes. The study was carried out on the basis of the institutions for additional education and culture of the Svetloyarsky District in Volgograd Region, among masters of decorative and applied art of Volgograd and members of the club of masters "Remaliya". The role of masters of decorative and applied arts in the system of additional education, as well as the main types of presentation of folk crafts products is described. The experience of interaction between universities, schools and institutions of additional education with masters of decorative and applied art, areas of joint activity of various age groups is outlined. Moreover, the article reveals the main directions in which the revival of folk crafts and traditions in the modern system of culture and education (study clubs, studios, trade shops) is implemented. At the same time, the author analyzes the main points of folk crafts revival regulation, including legislative ones. Research result. The article highlights the importance of forming ethno-cultural competencies in students in the context of working with their parents as carriers of traditions and customs. It is concluded that students’ ethno-cultural competencies formation in the context of the revival of folk crafts is a complex multi-component and step-by-step process, into which many subjects are involved.
THE COSO MYSTIQUE: WHATS THE FUSS?

The Coso geothermal facility in eastern California was founded on the occurrence of a large subsurface thermal resource with resplendent surface manifestations, but early on, few who believed it was viable for power production. Dreamers played a large part in fabrication of a world-class geothermal resource from the lava, steam, and ash; you either believed there was something of value there or you believed it was a trivial occurrence of little consequence. Exploration began in the late 1970’s when a brash, somewhat opinionated, rebel geotechnical engineer who was employed by the U.S. Navy to make better rock-breaking bombs took an interest in the hot rocks at Coso. For the next few decades, Dr. Carl Austin used a booming voice, some snake oil salesmanship, dubious geological models, and a great big dream to launch what would become the third largest geothermal field in the U.S. At its peak, Coso generated 173 MW of clean power for California. Little did anyone know that Coso and the neighboring Indian Wells Valley would be the center of geological attention more than 30 years later with the advent of large (M6.4 & M7.1) earthquakes that ripped through the Indian Wells Valley to the edge of, and around, the geothermal area. Ironically, one of the only large installations at China Lake that was undamaged by the 2019 earthquakes was the Coso geothermal facilities themselves, built to withstand a M7.5 event because of its proximity to the Owens Lake 1872 M7.5 quake. Not only is it ironic, but it is also prophetic. The future looks even brighter for Coso than its already glowing history, with a thermal regime that could continue to produce clean power for centuries to come. Being located on the evolving PAC-NAM boundary is the reason for its existence in the first place, and is the basis for its full value going forward.
Contemporary issues and mobile application development learning: where is the connection?

As a result of discussions about the studies on Science, Technology, and Society (STS) we identified the need to understand how to promote discussions about those subjects on mobile programming learning. The purpose of this paper is to demonstrate how to introduce subjects that are relevant to society’s problems in a discipline with a high technical focus. Therefore, the present work contains an informative approach and becomes a possible subsidy to aid teachers who wish to establish, in their mobile programming classes, STS discussions. The suggestions here documented characterize themselves as resources for a probable improvement of the critical thinking, civil conduct of the students and also raise discussions and reflections among students and future professionals about the current reality, leading to imminent educational changes.
Design and Implementation of Campus Sharing Umbrella App

With the increasing popularity of the sharing economy, sharing umbrellas have gradually entered the public eye.In response to the complex climatic conditions in Daqing, design a "rain and shine" campus shared umbrella APP for students and staff.This program is based on the current sharing economy service form and aims to create a harmonious campus with integrity idea.Students and staff can find the umbrella borrowing points set on campus through mobile phone GPS, and use WeChat QR codes to pay for unlocking, borrow umbrellas, and solve their needs for umbrellas in various weather conditions to improve the happiness of campus life.
Research on Application of Electricity Emergency Communication Based on Multi-situation Awareness

In order to meet the demand of contemporary emergency communications, the investigations on communication methods, basic network survivability, coverage ability and transmission rate are proposed.The digital microwave, mesh networks, small base stations and portable integrated base station technologies are studied, then multi-situation awareness networking architecture is presented, and the key modules which involved in the solution is discussed.According to the architecture, concept of typical power emergency scene based on natural disasters and transmission line repairs are designed.This paper discusses the practical application of an emergency communication network that can be quickly set up, integrated earth observation system with multi-level command, which meets the higher requirements of future electricity emergency communication guarantee.It is foreseeable that in the future, power emergency communications will present a trend of polymorphism.The networking scheme proposed in this paper has greatly improved the efficiency of establishing the on-site emergency system.In extreme disaster situations, various sensing technologies will take advantage of the unique advantages of their respective technologies, so that multi-level command can be achieved at the company's provincial, city, and even county levels.At the same time, while ensuring the key target area, it can achieve a wide coverage which has certain promotion value.
EVALUASI KINERJA JARINGAN IRIGASI DAERAH IRIGASI BARO KANAN KABUPATEN PIDIE

Baro Kanan Irrigation Area is one of the irrigation areas which is focused on increasing the productivity food crop in Pidie District. The Baro Kanan serves to irrigate of agricultural land of 8,920 ha with the Krueng Baro river water source. At the last few years, the Baro Kanan Irrigation Area experience limitations in the availability of water. The current problems on the Baro Kanan Irrigation Area are the reduced irrigation water discharge get to agricultural land. Performance evaluation of irrigation network is intended to get an overview of the current conditions. The purpose of the study: 1) Knowing the discharge of water availability and the discharge of water requirements each month in review of the factor K (water balance); 2) Knowing the condition of the irrigation network on the Baro Kanan irrigation systems; 3) Assessment irrigation network performance based on the Regulation of the Minister of Public Works and Public Housing Numbers 12/PRT/M/ 2015. The research method in the form of a survey and documentation for the assessment of irrigation system includes physical infrastructure, cropping productivity, OP supporting facilities, OP implementing personnel organizations, documentation, and institutional condition P3A. From the results of the study obtained the level of water adequacy (factor K) on the Baro Kanan irrigation network of 67%, the condition of the physical infrastructure of 73,7%, cropping productivity of 69,8%, OP supporting facilities of 88,4%, OP implementing personnel organizations 79,7%, documentation 62,8%, and institutional conditions P3A 12%. The performance of the Baro Kanan irrigation network in the category performance of less and need attention with a performance percentage of 67,62%.
Characterization of secondary deposits of columbite-tantalite minerals found in the city of Rorainópolis (RR), Brazil

Many of the studies about mineral deposits are bringing great information to the scientific community, providing, for example, general characteristics of these deposits, possible source areas and its used in some cases as prospective tools to help in geological mapping. In this way, this study aimed to characterize the alluvial secondary deposits of columbite-tantalite that were found near vicinal 12, about 50km north/northeast of Rorainópolis city, between the BR-174 and BR-210 roads, in the state of Roraima (Brazil), bases on 4 samples that were brought by a resident of the region. To fulfill these objectives, some chemical and mineralogical methods were performed, like: magnetic separation, X-ray diffraction, X-ray fluorescence and petrographic description. The deposits of the region end up being characterized by having a large amount of Fe and Ti (mostly), containing in some places also a large concentration of Niobium and Tantalum. Not all samples have columbite-tantalite, showing that their concentration in some areas of the deposit is quite low. There are samples with less than 1% Nb and Ta and also samples with more than 20% Nb and 6% Ta concentration. These minerals were poorly transported, being identified by the degree of roundness and granulometry of the samples. A weathering cap on some minerals could also be verified. This research work turned out to be relevant, as it provides new data that add to the knowledge of the mineral potential, which has not been fully explored yet.