Reviewerly/exHarmony huggingface dataset:
Exploration and Practice of Talent Training Mode of Post-Oriented Education Based on School-Enterprise Community

It is important in modern society to cultivate talents of post-oriented education under school-enterprise community. At present, this training mode should be combined with local industries, and conduct in-depth cooperation with enterprises, so as to help schools cultivate talents with more professional characteristics, meet the needs of the society, and truly achieve students' success, parents' confidence, enterprise satisfaction and social recognition. Therefore, the author analyzes the connotation of this kind of talent training mode, and analyzes the specific implementation strategies combined with the actual situation, and finally evaluates the effectiveness monitoring.
TEACHERS DIALOGUING ABOUT STATISTICAL LITERACY WITH SUPPORT OF MESSENGER APP FOR SMARTPHONES

Despite the possibilities of interactions and sharing information, only few studies investigated the use of messenger apps as a pedagogical tool.This paper reflects on possible uses of messenger app as a way to share and expand knowledge about the teaching and learning of statistics.The discussion is based on theoretical perspectives on statistics education, critical mathematics education and M-learning.A pilot study was conducted with early years elementary school Brazilian teachers.In this paper we discuss results from participants' responses to an online questionnaire.The results indicated that participants frequently use WhatsApp application and email on daily basis.Regarding the teachers' previous teaching of statistics, their responses suggested that they know about statistical graphs and they already approached pedagogical activities on statistical contents.Further stages of this study will explore in-service teacher education situations in which the use of Whatsapp might assist discussions and elaborations of pedagogical activities in school and extra-school contexts.
PENGGUNAAN SIMULASI LIVEWIRE UNTUK MENINGKATKAN PEMAHAMAN KONSEP PADA MATA KULIAH SISTEM PERALATAN ELEKTRONIK

This study aims to determine the effect of the use of livewire simulations on electronic equipment system pre-laboratory, on the subject of the running LED character to improve students understanding of concepts.The research design used was one group pretest posttest design.The population of this research is student's physics education at STKIP PGRI West Sumatra.As for the sample research is all students who take electronic equipment system courses.The results showed that the simulation of livewire can be increased students' understanding of the concept seen from the average pretest and posttest scores as well as the normalized gain value obtained, which is <g> = 0.425 in the medium category.
Identification of Letters Hijaiyah Pronunciation Using Neural Network (Backpropagation) and Pre-Processing of Mel-Frequency Cepstral Coefficient

To avoid mistakes in pronouncing hijaiyah letters.The writer applies melfrequency cepstral coefficient to extract and will yield characteristic value of voice signal.Implementation of Artificial Neural Networks (Backpropagation) is used for classification on the identification of 8 letters of hijaiyah using Matlab.8 selected hijaiyah letters are ‫ﺱ‬ ‫ﻉ‬ ‫ء‬ ‫ﻙ‬ ‫ﻕ‬ ‫ﺯ‬ ‫ﺫ‬ ‫ﺹ‬ take fathah.The feature extraction process produces several different parameter values, including pre-emphasis, windowing, fast fourier transform, discrete cosine transform, coefficient cepstrum and the duration.The backpopagation experiment using the maximum number of epoch and training functions varies as much as 15 times from each scenario capable of producing training regression 0.91019, test 0.93486, validation 0.99772 and MSE 0.2048.The test of hijaiyah pronunciation using trainlm with the number of hidden layer 10, obtained accuracy of 25%.
INVESTMENT USING CRYPTOCURRENCY FOR A MACHINE LEARNING BASED STOCK PREDICTION MODEL

With this product, my objective was to make cryptocurrency investments simple & profitable.This product operates via an easy to use website allowing customers to buy, sell, and invest in cryptocurrencies, and in stock markets, all in one single place.The vision was to make a everyone.The costumer will first have to make investments in cryptocurrencies, then he/she can invest in share markets as per their needs.This product also has a built helps it's users to decide which stock to invest in & when it is the right time to sell such stocks.
ANALYSING UNIVERSITY STUDENTS’ ATTITUDES TOWARDS HOAXES

The present study aimed to analyse the students’ attitudes toward hoaxes and the other fake news. The research questions were formulated as the followings: a) What are attitudes of students toward hoax? b) What are the factors (determinants) which might affect their behaviour toward hoax? c) Where do the students usually access or share information which contains hoax? d) What are the students’ perceptions toward the impact of hoaxes?&#x0D; The design of the study was a mixed method in which both questionnaire and interview were administered to the participants. Firstly, the written questionnaire was administered to elicit the respondents’ attitudes and other relevant questions. Further, semi-structured interview, which was conducted randomly, was employed to provide more elaborate data on the participants’ perception. The number of participants was 80 students of law department who are currently studying in their early semesters at one state university located in Serang, Banten.&#x0D; The result indicated that the participants disliked hoaxes. In average, 70 % of the whole respondents were identified to have negative attitudes, followed with the other supporting statements indicating their dislike toward hoaxes. However, despite the students’ negative attitudes toward hoaxes, they also admitted that they sometimes shared hoaxes. One reason found in the present study was to prevent possible harmful occurrences as indicated by 81, 25 % of respondents who admitted to do that, besides having fun.&#x0D; Finally, they also perceived that hoaxes were not as harmful as what the people have thought. This statement was supported by their objection toward the government’s action to penalize the perpetrator of hoaxes.&#x0D; Key words: Analysing, University students’ attitudes, Towards, Hoaxes
A Lightweight Gated Global Module for Global Context Modeling in Neural Networks

Global context modeling has been used to achieve better performance in various computer-vision-related tasks, such as classification, detection, segmentation and multimedia retrieval applications. However, most of the existing global mechanisms display problems regarding convergence during training. In this paper, we propose a novel gated global module (GGM) that is lightweight and yet effective in terms of achieving better integration of global information in relation to feature representation. Regarding the original structure of the network as a local block, our module infers global information in parallel with local information, and then a gate function is applied to generate global guidance which is applied to the output of the local module to capture representative information. The proposed GGM can be easily integrated with common CNN architectures and is training friendly. We used a classification task as an example to verify the effectiveness of the proposed GGM, and extensive experiments on ImageNet and CIFAR demonstrated that our method can be widely applied and is conducive to integrating global information into common networks.
Artistic and pedagogical interpretation of choral works as professional competence of the future teacher of music art

Випуск 72 том 1'2019 Серія 5. Педагогічні науки: реалії та перспективи Volkova L. V. Features of communicative approach implementation in the foreign language study processThe article examines the conditions for the effective implementation of the communicative approach in the studying process of a foreign language.The peculiarities of communicative approach in the process of studying a foreign language are identified.The communicative competence is considered in the context of professional training of future specialists as a complex of professional knowledge, skills and abilities that ensure the effective implementation of the communicative function in the professional activity and promote their further self-improvement and self-realization.The importance of forming foreign language communicative competence in the context of professional training has been ascertained for efficient usage in learning process of foreign language.The efficiency of communicative aspect in the educational process of higher education is proved, as it provide an opportunity to form professional skills of future professionals, involving them in intensive cognitive, intellectual and creative activity.Communicative activity is considered as a process of solving a number of professional tasks by students.This activity is aimed at achieving a common goal -training, education and personal development of a student.The aim of the communicative activity is the formation of foreign language communicative competence using of the theoretical material in solving professional problems.The importance of understanding the main structural elements of communicative activity have been ascertained for its efficient usage in learning process of foreign language.The article highlights the problems associated with different methods and techniques of communicative-based learning.The communicative activity approach of learning foreign languages is particular important.It is based on the fact that learning is a model of communication.The basic principles of its implementation as a communicative teaching method of speaking are analyzed.It should be noted that communicative and active approach to learning foreign languages is one of the most significant and effective.Communicative orientation of learning process is a prerequisite of success in practical learning of a foreign language.Communicative activity approach is based on the fact that learning is a model of communication.
Agrometeorological Analysis and Meteorological Disaster Monitoring Technology

Carrying out agrometeorological disaster prediction and monitoring can ensure the safety of agricultural production to a great extent, so as to reduce unnecessary losses and create more economic benefits for agricultural production. Therefore, it is necessary to do a good job in monitoring and forecasting meteorological disasters and strengthen the assessment and prevention of meteorological conditions, so that the harm caused by agrometeorological disasters can be minimized, and the efficiency of agricultural production can be maximized. Based on the author's learning and practical experience, this article first summarizes the agrometeorological disaster monitoring and prediction technology as well as its development status. Besides, the authors discuss the main problems existing in agrometeorological disaster monitoring in China and the prevention strategy of agrometeorological disasters, and look forward to the future research direction.
Persepsi Mahasiswa tentang Kesulitan yang Dihadapi Saat Menempuh JLPT: Studi Kasus Mahasiswa Program Studi Bahasa Jepang Sekolah Vokasi Universitas Gadjah Mada

Japanese Language Proficiency Test (JLPT) is the largest-scale Japanese-Language test for non-native speakers in the world. This measurement tool is used by many companies and universities to assess the Japanese language skills of a job/scholarship applicant. The minimum standard expected by a company or university is the JLPT N3 level. Therefore, the majority of educational institutions in Indonesia that organize Japanese language programs set the learning outcome of its graduates to be equivalent to JLPT level N3. However, many students fail to pass the JLPT N3 exam before they graduate from college. In this study, a survey was conducted through a questionnaire to find out students' perceptions of the difficulties they encountered while taking the JLPT N3 exam. This study was conducted at the Japanese Study Program of the Vocational College of Uninversitas Gadjah Mada. Based on the results of the study, 88% of respondents found difficulty in answering Reading (Dokkai) and 62% of respondents found difficulty in answering Grammar (Bunpo) questions. Only 41% of respondents found difficulty in answering Vocabulary (Moji-goi) questions. Meanwhile, 59% of respondents found that the easiest exam questions were Listening (Choukai) questions. Generally, there are several factors that cause the difficulties. According to the students, the factor causing the difficulties in all types of questions (Reading, Grammar, Vocabulary and Listening) is the low mastery in vocabulary.
Recommender system for modelling subject combination in Ugandan senior secondary schools

Subject combinations at A-level in Ugandan Senior Secondary Schools have made or marred the future career of many prospective students, many students have ended up doing courses they had not planned to do because they made wrong choices at their A-level. This recommender system offers the decision-making process for students based on their subject performance coupled with interest, passion, skills and talents to enable them make right choices. It is person-centred and there are three (3) main actors: the student (who are interested in making appropriate career choice), the documents (which contains available information about interest and passion, skills and talents and subject performances) and access metrics (which aids the student of A-level in extracting knowledge from available resources). A hybrid matrix factorization model using ANFIS and R were used to represents students and subjects as linear combinations derived from their characteristics and interactions, this is combined with rule-based model to offer a unified approach of presenting any student with a list of subjects that will lead to prospective career choices. This offer higher predictive accuracy in career choice matchmaking and overcoming challenges of parental influence, peer influence and others while expanding opportunities of career guidance in Uganda.
Justification of Empirical Examination of Peculiar Human Selectivity

The article reveals the background to the study of the problem of actualization of specific analyzer sensitivity in the face of experiencing a psychological crisis. The empirical research on the manifestation of the features of the process of functioning of supersensitive perception is presented. A pilot study on the selected topic and the analysis of its results are described. The plan of the primary research of factors of actualization of specific perception is formulated. It is well known that there are five analyzer systems: sight, smell, touch, hearing and taste. At present, due to the successes of biology and our fuller understanding of the higher nervous activity, they have been sufficiently studied. However, there are some peculiarities of perception that do not fit into these sensations. The ability to perceive information from under-studied sources is defined as a supersensitive or specific analytic sensitivity. Usually, not all people have a supersensitive perception. However, we believe that the decisive factor in its appearance is not the identity of the carrier of the specific analyzer sensitivity, but the events after which it was actualized. It is well-known that way out of the crisis requires a person to use resources that are not used in everyday life. When experiencing a crisis, which is the impossibility of realizing life's plans, the realization of these concealed opportunities begins to be realized. At the same time, it is often the case that after the end of the stress factors, the manifestation of specific perception ceases, which only proves its narrow functional purpose. That is why our work hypothesizes that a specific perception, which is generally familiar to all people, is prone to show up as a result of the action on the human body of such crisis factors, which can be dealt with in the usual, commonly used ways. The detection of a person's manifestation of cases of supersensitive perception requires a unique level of attention to his inner world, which can be exacerbated during a crisis. The manifestation of a specific perception can have a warning, signalling or healing function. &#x0D;
Technological skills as a necessary component of modern apprenticeship preparation

The art of Slobozhanshchyna of the 17th -18th centuries].Kharkiv: Vydavnytstvo muzeiu ukrainskoho mystetstva [in
Energy Efficient Secured Device Control using IOT

Availability of internet everywhere made us easy to advance in IoT and made it as a primary application in this advancing technology.Using this technology, Users can access devices remotely.Energy economical secured device management is proposed in this paper, where all the appliances and meters can admittance remotely.In proposed system, web-based device is hooked up to the most offer unit (meter) of the power unit system which can be monitored and retrieved information using web.Additionally, camera and motion detector devices are used for security purpose whose status will be notified with e-mail and SMS.For wireless property, the static science address is employed.Proposed system automation relies on the multiple applications in which one mode is voice recognition and the other is web-based application in the browser.Ultimately, the aim is to form devices safer and more intelligent than any other previous existing system.
Performance Comparative Analysis Boyer Moore, Horspool, Zhu Takaoka Algorithms on the Indonesian Translation Hadith Bukhori

Along with the times, technological advances are increasing, especially information technology.This encourages the emergence of new innovations in the presentation of digital information.String matching (string matching) is a necessity in presenting information, especially in text search.Therefore, a string matching algorithm is needed which is used to search for one or more strings in a set of strings (text).This research was conducted to compare the performance of several String Matching Algorithms, such as Boyer Moore, Horspool, and Zhu Takaoka Algorithms in the string search process.To assess the performance of the algorithm, this study uses runtime parameters and memory consumption.Both parameters must have the smallest possible value to get the best performance value.The input parameters in this study are several characters and a number of words divided into several scenarios and outputs from this research are runtime and memory consumption.Both parameters are calculated using the Exponential Comparison Method (MDE) to find out the best results.The final result of this study shows that the Boyer Moore algorithm shows the best memory consumption and the Zhu Takaoka Algorithm produces the best runtime.And the calculation results Rank Exponential Comparison Method The algorithm shows Boyer Moore in the first position, then Horspool, and Zhu Takaoka in the last position.
TEACHER’S PEDAGOGICAL ACTIVITY IN THE CONDITIONS OF INCLUSIVE PRE-SCHOOL EDUCATION

The article describes pedagogical activity of a teacher in the conditions of inclusive pre-school education. It is determined that the ideology of equality in the context of quality education is based on inclusive education. It is emphasized that inclusive tendencies deal with the democratic processes in society and create real conditions for accessibility of education for everyone. Inclusive education is open to the needs, problems, features, and opportunities of every child.The necessity of trained multifunctional pedagogical specialists is proclaimed to be capable for professional activity in the conditions of innovative educational space. Inclusive pre-school education is emphasized to be extremely important for educational services for children with special educational needs. Accordingly, the teacher must professionally and property plan teaching strategies, and master pedagogical technologies of inclusive pre-school education. A specialist is determined today as a person who must create an inclusive educational environment for the creative use of traditional and innovative learning technologies. He should integrate different activities and be flexible with every child from an inclusive group (with special educational needs and standardized development), applying a differentiated and individual approach.Effective innovative and traditional pedagogical technologies in inclusive pre-school education are justified in the article. In order to find the best ways to build continual inclusive education, it is recommended to justify the professional activity of primary school teachers in inclusive learning.To conclude, teachers contribute to the overall development of every child, and in order to find the best ways to build continual inclusive education, it is recommended to justify the professional activity of primary school teachers in inclusive learning.
LD-Parser

Dependency parsing is one of the basic research of natural language processing. In recent years, transition-based and graph-based methods have been used widely, but there are still some problems such as feature limitation and high time complexity. In this paper, we proposed a new method named Leaf Detection based Dependency Parsing (LD-Parser), which is a bottom-up framework to detect leaf nodes of the dependency parsing tree. We use LSTM to construct a classifier to generate labels for each word and then remove the leaf nodes that are adjacent to their corresponding parents. Besides, an attention mechanism is introduced to sum the children of nodes as an extra feature according to the attention weight. We make experiments on Universal Dependencies in several languages. Experiments show that the LD-Parser with Attention performs better than transition-based and graph-based methods in dependency parsing tasks for short sentences.
Spatio-Temporal Assessment of Climate in Response to Solar Radiation Changes over Nigeria Using Satellite Data

Spatiotemporal assessment of climate elements in response to solar radiation changes is vital for understanding the interaction between solar energy budget and climate over Nigeria.In this work, the spatio-temporal assessment of climate changes in response to solar radiation budget was done using regression and correlation analysis on satellite remote sensing and gridded observation data.The satellite data sets include; the Top Net Solar radiation data, obtained from European Medium Range Weather Forecast Reanalysis version 5 data set (ERA5) and Extended Reconstructed Sea Surface (ERSST) data set.The gridded observation climate data sets were obtained from Climate Research Unit (CRU) of University of East Anglia.The 250 x 250 m Digital Elevation data sets were obtained from Shuttle Radar Topographic Mission (SRTM).Results showed the Top net solar radiation (J/m 2 ), precipitation and temperature indicated trends (Rsquare values) of 8643.9 (0.08), -0.287 (0.06) and 0.019 (0.26) per year respectively.The correlation between Top net radiation and temperature shows, 7, 2 and 91% pixels to be negatively, zero and positively correlated while the correlation between Top net radiation and precipitation shows, 71, 8 and 21% pixels respectively to be negatively, zero and positively correlated.Results shows that there was no direct relationship between Elnino Southern Oscillation (ENSO) but arguably, temperature showed indirect relationship with Top net solar radiation.Also, residual analysis was applied to delineate areas that have no direct relationship between radiation and climate parameters.