Reviewerly/exHarmony huggingface dataset:
Acceleration of Backpropagation Training with Selective Momentum Term

In many cases it is very hard to get an Artificial Neural Network (ANN) suitable for learning the solution, i.e., it cannot acquire the desired knowledge or needs an enormous number of training iterations. In order to improve the learning of ANN type Multi-Layer Perceptron (MLP), this work describes a new methodology for selecting weights, which will have the momentum term added to variation calculus of their values during each training iteration via Backpropagation (BP) algorithm. For that, the Pearson or Spearman correlation coefficients are used. Even very popular, the usage of BP algorithm has some drawbacks, among them the high convergence time is highlighted. A well-known technique used to reduce this disadvantage is the momentum term, which tries to accelerate the ANN learning keeping its stability, but when it is applied in all weights, as commonly used, with inadequate parameters, the result can be easily a failure in the training or at least an insignificant reduction of the ANN training time. The use of the Selective Momentum Term (SMT) can reduce the training time and, therefore, be also used for improving the training of deep neural networks.
Alcoholic Drinks Consumption among College Students

Alcohol is the psychoactive substance most consumed worldwide, young people are the age group with the highest consumption rate in the country and the entrance to the university is considered a risk factor for the intake of alcohol. About 92.7% of the interviewees use the substance. The objective of this study is to assess the frequency of alcohol consumption of students at the University Center. Questionnaires were distributed to students of Agronomy, Law, Civil Engineering and Veterinary Medicine. The results showed that the consumption of this substance in the past month was observed in 80.0% of the sample, 70.0% of students drink on weekends and 27.0% on weekday. The standard
Object Management Based on Metadata Registry for Intelligent Mobile Augmented Reality

An intelligent mobile augmented reality (IMAR) can be a useful scheme when users want get additional information about products or objects in a store. One of the problems to be resolved in the service is how to manage huge number of augmented objects. One of the approaches is to separate object's metadata from real objects. By doing this, we can reduce amount of storage and object searching time. However, to apply such scheme seamlessly, we have to well organize each object's metadata and store them efficiently. To do this, this paper present a scheme that is based on metadata registry (MDR). In the scheme, all objects are organized in the ways specified by MDR standards.
BLS Signature Scheme

The BLS signature scheme was introduced by Boneh-Lynn-Shacham in 2001.The signature scheme relies on pairing-friendly curves and supportsnon-interactive aggregation properties. That is, given a collection ofsignatures (sigma_1, ..., sigma_n), anyone can produce a shortsignature (sigma) that authenticates the entire collection. BLSsignature scheme is simple, efficient and can be used in a variety ofnetwork protocols and systems to compress signatures or certificatechains. This document specifies the BLS signature and the aggregationalgorithms.
Psychology - Pedagogical Bases Of Key Transprofessional Competences Development In The Professional Reorientation

The topicality of the problem stated in article is caused by the fact that now the process of interaction of a person and his profession becomes more complicated and it demands the formation of such competences which will allow him quickly and freely to guide in the modern labor market, to change the course of professional activity as well as maintenance and quality of his work during all life. The purpose of this article is to study the psychological readiness to develop new kinds of activity of teachers at vocational school in the conditions of a professional reorientation and also to design the process of psychology-pedagogical assistance to develop new kinds of activity of adult teachers at vocational school in the conditions of professional reorientation. The methodological basis of the research was made by conceptual provisions of personal-focused approach in education and also the questions of adults continuous professional education organization. In the course of the research such theoretical scientific methods as analysis, synthesis, concretizing, generalization were applied. Materials on carrying out and the results of pilot study of psychological readiness to develop new kinds of teachers activity at vocational school in the conditions of professional reorientation are of practical value for the psychologists, educational psychologists of the education system, teachers of vocational school working on a problem of psychology -pedagogical assistance to development of new kinds of activity of adult teachers in the system of secondary professional education.
Building Customers Satisfaction Using Social Responsibility Communications of Islamic Banks in Jordan

This study aims at diagnosing the impact of social responsibility on satisfaction of Islamic banks' customers in Jordan, then exploring the media means used by such banks to promote the SR programs within local community. Determining the statistical differences in SR, media means and customers satisfaction according to many demographical and organizational factors. This research is descriptive. The questionnaire is the tool of collecting the data needed from research population. The sample size reached to 384 customers, and cluster random sample is used. The study conclude that there is a positive statistical impact of support social responsibility programs on customers satisfaction , but the support social responsibility and customers satisfaction are statistically weak, and the media means used to promote SR programs are traditional and doesn’t fit the societal needs. Finally, the study recommends some implications and recommendations that support social responsibility communications and customers’ satisfaction in surveyed companies. Keywords: Customers Satisfaction, Social Responsibility, Marketing Communications, Islamic Banks, Jordan. DOI : 10.7176/NMMC/78-03
IMPORTANCE OF MORPHOLOGICAL AWARENESS TO ACADEMIC WRITING AMONG SECOND LANGUAGE POSTGRADUATE STUDENTS

This conceptual paper emphasizes the importance of morphological awareness to academic writing. It aims to shed light on the importance of morphological awareness, affixes, morphemes, and morphological patterns to second language postgraduate students. It also aims to demonstrate the possible benefits of raising morphological awareness, such as increasing the students’ vocabulary knowledge and making them capable of manipulating their vocabulary, which could lead to automatic control of vocabulary production while writing and, eventually, enhance their academic writing skill. Moreover, the current paper addresses the importance of morphological awareness to academic writing supported by the results of previous studies conducted and related to morphological awareness. The present study also presents the theoretical models of writing reported in the literature to make a prediction about the importance of morphological awareness and its role in improving the academic writing of second language postgraduate students. Article visualizations:
Liquid film self-heals and sticks to metals

Scratching an oil film with a hard object exposes the underlying surface, but only briefly. The oil flows quickly and reestablishes a continuous film. The flow properties make oil films self-healing, which is desirable for protective coatings on metals, for example. But the same property prevents the film from remaining in place. Increasing the viscosity can pin the film to the metal surface, but it slows the healing process. With a nod to Shakespeare, Jiaxing Huang of Northwestern University sums up the dilemma this way: To flow or not to flow, that is question. His group just came up with a solution that enables oil films to do both—flow and not flow (Research 2019, DOI: 10.1155/2019/3517816). By using a spray-drying procedure, Huang, Alane Tarianna O. Lim, and coworkers formed a network of interconnected graphene microcapsules with 10 nm thick walls and 250 nm voids. Tests show that adding a small
Evaluation of Port Competitiveness and Analysis on Countermeasures of Port Competitiveness Management -A Case Study of Ningbo-Zhoushan Port-

닝보 - 주산항은 선박 정비 시스템 및 연료 공급 시스템 측면에서 상대적으로 열악하다. 따라서 닝보-주산항의 경쟁력을 강화시키기 위해서는 주산항의 River-Ocean을 위한 복합 운송 서비스 센터의 건설을 촉진하고 이에 걸맞는 개발 경로를 찾아 할 필요가 있다. 본 연구는 이를 위해 기존의 경쟁력 평가 이론에 근거하여 닝보 - 주산항과 다른 항구를 비교분석하였으며, 닝보 - 주산항의 기존 문제닝보 -저산항의 모델에 적합한 AHP와 TOPSIS를 선정하고 닝보 - 주산항의 경쟁력을 분석하였다. 분석 결과 닝보-주산항이 효율적으로 운송 산업 및 해운 서비스 산업의 성장을 위해서는 주산항의 하천 - 해양 복합 운송 서비스 센터의 조기 완성이 절실히 필요함을 알 수 있다.The Ningbo-Zhoushan Port has weaknesses in terms of ship maintenance system and fuel supply system. To improve the competitiveness of the Ningbo-Zhoushan Port, construction of the Zhoushan River-Ocean Combined Transportation Service Center should be promoted and an appropriate development path should be found. To that end, this study compares the Ningbo-Zhoushan Port with other ports based on the existing competitiveness evaluation theories, selects AHP and TOPSIS that are suitable for the model of the Ningbo-Zhoushan Port, and analyzes the competitiveness of the Ningbo-Zhoushan Port. The analysis results show that the early completion of the Zhoushan River-Ocean Combined Transportation Service Center is urgently needed for the efficient growth of the transportation and shipping service industries.
Problems and Countermeasures in the Keywords of Academic Papers

Keywords with the retrieval value clearly show the main contents, enhance the influence of academic periodicals, highlight specific information, and generalize information, but because of the ignorance of the value of keywords from some authors and editors, the lack of canonical guidance, and limitations of the editorial knowledge structure, there are some problems concerning keywords in academic papers, such as papers containing too many or too few keywords, or keywords being used in a way that is too general or colloquial.According to academic principle, accurate principle, logical principle, comprehensive principle, it is imperative to discuss how to choose keywords properly.
The Role of the Coloristic Solution in the Modern Art as a Constituent Part of the Tapestry

The article is devoted to the role of the coloristic solution in contemporary art and the problem of the coloristic solution of the tapestry composition.It is indicated that the need for a deeper and more comprehensive study of the art of tapestry is due to the fact that the modern art of the 21st century is characterized by the search for a new coloristic composition solution, which is also associated with a certain shift in the boundaries between its individual types and genres.Poorly lit parts of the problem are identified.Since a modern tapestry is one of the most "contact кол coloristic" genres of decorative art and its language is emotional on the basis of, above all, a coloristic solution, there is a need to identify and clarify the principles for constructing a decorative and coloristic composition of the tapestry.Based on the goal of the research on creating an overall picture of the formation and development of a coloristic solution of tapestry composition in the context of modern art trends, the need to identify and substantiate the role of a coloristic solution as an important part of the composition in a modern tapestry is noted.The conclusions emphasize the role of the color solution when creating the tapestry.It is substantiated that the color sketch of the tapestry composition allows for a mobile search for a different, tonal, rhythmic and coloristic image solution, in accordance with a clearly defined compositional and emotional-imaginative task, since color contributes to emotional impact.Such a rather complicated process and multifaceted work on the composition of the tapestry allows students to create interesting, imaginative and emotional tapestries as the final stage in the work on the educational theme "Decorative color composition of the tapestry".
“Institution Stakeholders’ Awareness, Acceptability and Opinion Towards Nmscst School of Information Technolgy Vmgo”

This is a descriptive survey research that determines the extent of awareness, acceptability and opinion of NMSCST stakeholders (internal only) towards the college Vision, Mission and the School of Information Technology Goal and Objectives for SY 2017 – 2018. A 25 – item questionnaire is formulated and modified by the researcher based on the 2014 AACUP Revised Instruments [1] and were administered to the 225 respondents. The data were collected, tabulated and analyzed using appropriate statistical tools. To find the significant difference in the level of stakeholders’ awareness, acceptability and opinion towards the SIT VMGO, the ANOVA is used. To sum it all, the ANOVA computation result showed that with the level of significance of 0.05, there is a significant difference in the responses among the four categories of the respondents on their awareness, understanding and acceptability and opinion towards NMSCST vision and mission and also to the SIT goal(s) and objectives. The variation on the way the stakeholders rate on the set indicators / criteria have bearing in their involvement towards the t ransmission of the college vision and mission and the formulation, implementation and dissemination of the SIT goal(s) and objectives. The study concluded with suggesting recommendations the most important of which is that the new formulated vision, mission, and the revised goals and objectives (VMGO) should be the bases for the operations of programs and activities in the college in general and the SIT in particular.
THE EFFECT OF ENHANCING OUTPUT ON DEVELOPING SAUDI SECONDARY SCHOOL EFL STUDENTS' LEARNING OF GRAMMAR

Performance in grammar of English as a foreign language (EFL) is an essential part of successful communication. And communicative teaching of grammar is essential to the eventual mastery of EFL. The most effective grammar teaching can be achieved through output enhancement to teach language that both communicative and interactive. There are many techniques to teach grammar effectively in the context of the communicative and interactive language classroom. Participants in the study were first-year secondary school students during the first semester of the academic year 1438-1439 H. The researcher employed a teaching strategy based on output enhancement to teach grammar in meaningful and communicative contexts. The results show that the proposed teaching strategy proved to be effective in improving the students' performance in grammar. In addition, providing students with carefully-timed combinations of repetition and elicitation is very effective in helping them develop their learning of grammar. EFL instructors are recommended to integrate appropriate combinations of output enhancement techniques to teach grammar to their students. Article visualizations:
Amplification Litigation: Human Genome Project Leader Among Shareholders in Legal Wrangle Over Milestones for PCR Alternative

Clinical OMICsVol. 6, No. 2 NewsAmplification Litigation: Human Genome Project Leader Among Shareholders in Legal Wrangle Over Milestones for PCR AlternativeAlex PhilippidisAlex PhilippidisSearch for more papers by this authorPublished Online:27 Mar 2019https://doi.org/10.1089/clinomi.06.02.08AboutSectionsView articleView Full TextPDF/EPUB Permissions & CitationsPermissionsDownload CitationsTrack CitationsAdd to favorites Back To Publication ShareShare onFacebookTwitterLinked InRedditEmail View articleFiguresReferencesRelatedDetails Volume 6Issue 2Mar 2019 InformationCopyright © GEN PublishingTo cite this article:Alex Philippidis.Amplification Litigation: Human Genome Project Leader Among Shareholders in Legal Wrangle Over Milestones for PCR Alternative.Clinical OMICs.Mar 2019.6-8.http://doi.org/10.1089/clinomi.06.02.08Published in Volume: 6 Issue 2: March 27, 2019PDF download
Social camouflage: A survey of 143 students of their preference for assistive technology cutlery and the visual mechanisms being influenced

Camouflage has been used extensively in modern military applications for over one hundred years. However, social camouflage has been used by artists and designers for even longer within clothing, body-worn accessories and more recently automotive and product design. Most practising designers learn this tacit heuristic through trial and error or passed on through master-student experience. This paper will provide the theoretical principles behind the heuristic and validate their application through evidence from different sources. A series of photographs was compiled of seven commercially available cutlery for people with limited grip strength or mobility in their hands that included a set that embodied the principles of social camouflage. The optimum shapes for grip in these sets highlights their unconventional shape, making them often less desirable to use in public. A survey of preferences for a range of cutlery was completed with 143 students using a semantic differential (SD) scale, with ‘least medical’ and ‘most medical’ as the polar nouns. A sample of eight students, four male, four females, completed the survey again using computer screen-based eye tracking. The areas of interest and the order of movement of fixations were noted. The SD scale order placed the perception of the social camouflaged cutlery as more medical than desirable in contradiction to current sales of the product. Eye tracking highlighted that students followed the outline of the highest contrast visual elements when viewing the socially camouflaged cutlery; being drawn away from the outline of the actual shape. In all others, the outline profile was prominent.
Specialist’s Professional And Creative Abilities Development By Means Of Acmeology

The paper focuses on the perspectives of including acmeological approach in development of students’ professional-creative skills during the process of professional becoming. It is noted thatthe university is designed to create such conditions which provide transformation of personal and social goals into an effective internal incentive for professional and creative development of the future specialist. That’s why acmeological ones for effective development of students’ professional-creative skills were proposed in this research. The authorsemphasized that it’s necessary to take into consideration the category of maturity as an integral characteristic of the results of education. Developed technology of professional and creative skills formation is presented as well. It was proved that stages of person’s development are associated with periods of training. Comparative analysis of the results of students assessment allowed to identify ones of different levels of formation. Analysis of the results of the formative experiment and systematic observation of educational activities of students proved the effectiveness of the acmeological approach. The authors come to the conclusion that the task of higher education of a new quality is the formation of students abilities and needs for social and personal creativity. The results of our experiment show that consistent and purposeful implementation of the proposed approach to the problem solution in the educational process of the university ensures the effectiveness of the formation of professional and creative abilities of future specialists of economic profile.
BASIC LITERACY PROBLEMS IN DIGITAL AGE: Problems in Transferring Local Knowledge for Empowering Community

This article discusses about the problems of local knowledge transferring in developing basic literacy.  This is a research based article conducted for six months in empowering community in Pariangan sponsored by Ministry of Education and Culture of Republic of Indonesia.  Since the launching of “Gerakan Indonesia Membaca” by the President of Republic of Indonesia in 2016 many activities were designed to develop basic literacy.  The activities must be supported by all stake holders to reach rural area in order to increase Indonesian reading rate in the world.  But there are many problems appeared in conducting this activity especially in a digital age and in a rural area.  The problems are: first, lack of teaching literacy by using internet and multimedia in teaching process.  Second, lack of teaching materials designed for computer based teaching.    Third, the problem of the very limited access of internet especially in rural areas.  Fourth, problems of sustainability development.  Through this research it can be concluded that not all of the teaching activities in local knowledge transferring for empowering community run well.  It must become an important note for national and local government in making policies for designing any teaching and learning activities in rural areas.
Development Of The Pedagogical Educational System In Conditions Of Modern Society

In this article the chronology of the development of the system of pedagogical education is considered. By analyzing the traditions of Russian education, two institutional models of higher pedagogical education – "university" and "specialized" - were identified almost always coexisting peacefully, as well as eight stages in the history of pedagogical education in Russia. Some systems of continuous pedagogical education abroad are analyzed. Despite the specific differences in the systems of education in Russia, France, Germany, England and the United States, career guidance, focusing on the choice of teaching professions, is based on similar principles and requirements for applicants and students. The system of education in the conditions of modern society is considered. The development of the system of pedagogical education in Russia continues through research and practical implementation of modern principles of professional pedagogy, one of which is the principle of advanced training of future teachers; a comparative analysis of the trends of modern training of teachers in Russia and abroad shows the commonality and difference of some approaches to this problem. The article defines that the main characteristic of a pedagogical university should be a scientifically understood professional orientation of the educational process, successfully solving the problem of training for direct professional activity and the formation of the competitiveness of the teacher.The authors present some conditions for the successful development of pedagogical education in Russia.
Electronic money and cryptocurrencies (Bitcoin): suggestions for definitions

Electronic and cryptocurrencies, like Bitcoin, are technological innovations but not novelties from a legal-conceptual perspective. This article seeks to provide definitions for electronic currencies and cryptocurrencies alongside the traditional forms of money. It becomes apparent that Bitcoin is not real money but relies on existing currency. At present, its actual role is rather to enable speculation and to circumvent fiscal regulations.