Reviewerly/exHarmony huggingface dataset:
Psychophysiological mechanism of music therapy and its influence on the student

Primary school stdents' creative abilities development in the process of forming natural competences: a methodological approachThe article deals with the primary school students' creative abilities development in the science competences formation process in the conditions of the New Ukrainian School Concept realization.The authors described a methodological approach to the primary school students' creativity development, focusing on the nature center value (the corner of nature) to promote the creative activity of students.The authors emphasize that an effective way of the each educational field tasks accomplishing is to create centers that reflect the children's' educational needs and interests.The organization and functioning of them will create conditions for research, independence development, organization of children's work in pairs and small groups, as well as individually.The authors point out that different types of educational activities can be carried out in educational centers (observation and further recording, experiments and practical work, etc.), so they should include a wide range of materials and equipment for the science study in primary school.At the same time, the authors draw the teachers' attention to the fact that the primary school students creative abilities development depends on the skillful selection and application of creative tasks at the lesson, which will facilitate the diversification of students' creative activity and ensure the transition from reproductive, formal and logical activity to creative.The necessity of using various interactive teaching methods in the process of forming natural sciences competences was emphasized at the lessons, the teacher's role in organizing the primary school students' creative abilities developing process was emphasized.The authors give substantiated examples of creative abilities development methods' application in the process of the subject scientific competences formation on specific topics: theme "Water" -method of focal objects, theme "Birds of autumn" -method of combined questions, theme "Solar system" -"system elevator", theme "Use of wood" -morphological analysis, theme "What is the weather and how to predict it" -"Tree of predictions" and others.
Latent Semantic Feature Extraction

Latent semantic feature extraction (LSFE) is a feature extraction framework to obtain meaningful features from large volumes of data. In this chapter, we give a brief introduction to LSFE and mainly focus on one very important LSFE method, singular value decomposition (SVD). Besides the classical theory of SVD, we also discuss the SVD updating technique and SVD with compressive sampling. Finally, through case studies, we show how SVD can be used in a movie recommendation system.
LibGuides: New Technology on the Horizon: Results of Summon

A look at the technology and electronic resource advances coming to the Xavier University of Louisiana Library.
Knowledge Management and Organizational Performance: Mediating Role of Organizational Learning: A Study of Corporate Sector in Pakistan

The purpose of this paper is to observe the role of organizational learning and knowledge management in organizational performance of service sector in Pakistan.The key aim for carrying on this research is to acknowledge the growing importance of knowledge management and organizational learning for organizations working in this knowledge economy.In Pakistan, service sector is an important source of economic development and on the while, it is facing fierce competition in the marketplace because of the following factors such as the world has now changed to a global village thus industry boundaries are collapsing and regulatory organizations are becoming deregulatory resulting continual and abrupt changing environmental trends.The rate of learning should be parallel to the rate of change taking place.Thus, there is an immense need for organizations to manage their intangible asset i.e. human knowledge.For empirical analysis, a measurement scale was adapted and the questionnaires were distributed among 60 organizations working in Islamabad/Rawalpindi, Lahore, Multan, and Bahawalpur.The study employed SPSS and AMOS for analyses.The study found strongly positive correlations between knowledge management, organizational learning, and organizational performance
Pemanfaatan Aplikasi Kahoot Sebagai Sarana Ujian

In improving the quality and quality of learning in educational institutions, technological development is needed in achieving that goal. Especially in the Lower STM 1 High School at the moment trying to take advantage of technological developments to meet the expected goals. Manual exams conducted at SMA Negeri 1 STM Hilir have many obstacles such as the possibility of fraud committed by students when answering exams and require additional time for the teaching staff to check students' test results. Kahoot is a learning media application, where by using kahoot the manual examination process can be changed to online. Therefore, community service conducted by the team is to conduct training in the use of the Kahoot application instead of a manual exam. Keywords: Usage, Application, Kahoot, Examination, Online
LibGuides: 360 Content at the Digital Scholarship Lab: Visiting Remote Locations with StreetView

This guide will go over the basics of creating video and photography for the 360 in the Digital Scholarship Lab. It will touch on shooting video, editing, and screening content in the 360.
The role of personally determined training in a primary teacher training

The article examines the technology of personally oriented teaching using an example of studying the discipline «Didactics» by future primary teachers. The author proves the opinion that using of the personally oriented approach in the process of studying the disciplines intensifies the process of assimilation of knowledge, gives the creative character to it, the work of the students is being built on cooperation, mutual learning, stimulates them to an independent choice and to use the most important methods for them to study the educational material, to self-determination and self-realization. It is noted that in the process of studying didactics, students receive information about a person-centered teaching as an updated paradigm of modern education, enriching their knowledge of pedagogical technologies. The main requirements for the development of the didactic support of the personally oriented process are given, in particular: the teaching material must identify the student's experience, taking into account their previously acquired knowledge; the presentation of the educational material in the textbook should be aimed at transforming the personal experience of each student; harmonization of the student's experience with the given scientific content; the choice of a student from the educational material of a particular task; stimulating students to independently choose ways to study the educational material; providing control and evaluation. It is stated that future teachers should be aware of the purpose of a personally oriented lesson. To achieve the goal the use of various forms and methods of organizing learning activities will help, such as creating an atmosphere of interest for each student in the work of the class, stimulating students to statements, evaluating activities not only through the right-wrong, but also the originality, independence, inspiration of the students, encouragement, the desire to find their way of work, the creation of pedagogical situations of communication in the classroom, the announcement at the beginning of the lesson not only the topic, but also the methods of organizing learning activities, discussion at the end of the lesson not only what they have learned, but also what they hoped to achieve and they would like to do once more, the presentation of homework and discussion of ways to implement it. The article states that the study of three-point didactics (teacher-student - educational-informational environment) ensures the formation of professional competences for future specialists.
Rol y características esenciales del profesorado inspirador e innovador para gestionar el conocimiento

Higher education today requires inspiring and innovative teachers capable of transforming the landscape of higher education, through methodologies and techniques of pedagogical mediation that transform the personal, social and economic lives of students, therefore, these professionals are called to question the current educational models considered successful, from a perspective of assessing whether they are effective in the face of technological and pedagogical innovations, analyzing changes in the technological, social and economic behavior of students, product of the digital era of the 21st century.The objective is to define the role and the characteristics of the inspiring teacher in the learning process, through research on the concepts and variables to which they refer, that allow the development of skills and competencies through the experience of current and future challenges of student.The role and characteristic of the inspiring teacher is essential to exercise different functions aimed at accompanying the student in the learning process, and in the development of professional and personal skills and competencies.It is necessary to take the role of advisor, evaluator, challenge designer and professor, professional and personal aspects of inspiring, updated, participatory, innovative, and user of IT.
KUALITAS SOAL FREDIKSI UJIAN NASIONAL HASIL DIKLAT UJIAN NASIONAL GURU BAHASA INGGRIS MA TAHUN 2019

Evaluation or Exam is an activity that is inseparable from the activity of teaching and learning carried out bythe teacher. Evaluation in the learning process has a very important role because from the evaluation, theteacher will get information about the level of competency of the students, the level of effectiveness of alesson. For this reason teachers need to be given competencies to develop an adequate evaluation tool sothat they can provide the right picture. The focus of this research is 1] How is the effectiveness of testsdestraction developed by Diklat participants ? 2] How is the level of difficulty indext of the test ? 3] Howis the quality of the descrimination index of the test ? This research method uses a Descriptive approach,with the subjects of the study were 35 English Teachers training participants. While the data collectiontechniques used the document, the results of the Prediction Tests developed by the training participantsand it was analyzed by Anates Version 04. The results of the analysis showed that the effectiveness ofdestractions were still not good, beside that there were still too difficult and too easy tests.While theDescrimination Index were more than 50 % of the questions withbad different power.
LibGuides: 360 Content at the Digital Scholarship Lab: 360 Cameras

This guide will go over the basics of creating video and photography for the 360 in the Digital Scholarship Lab. It will touch on shooting video, editing, and screening content in the 360.
KEMAMPUAN BERTANYA SISWA KELAS VII

Qestiong is very important in learning. The purpose of this study was to determine questioning ability student ability grade VII at SMPN 5 Bintan. This type of research is a survey method with a quantitative descriptive approach. The sample of this study was grade VII students at the school. The sampling method used is total sampling. The results showed 54% of all students had submitted. 30.76% of students asked questions verbally, while 30.24% of students asked questions in writing. This means that the questioning ability student of grade VII at SMPN 5 Bintan is still low and need to be improved.
Enhanced detection of Phishing through pattern based recognition for securing human interaction through WEB pages

Phasing the WEB sites is the most dangerous threat posed in proper functioning of the WEB sites especially those that are concerned with e-commerce sites and those sites that deal confidential information of the users such as details related to banking.Many attackers mimic the web pages of the application that collect confedentional information of the users.It has been a challenge to recognize the web pages instated by the attackers and then take corrective actions so that the users are exploited.Many have attempted to detect the Phasing pages based on visual similarity and the attackers mimic the WEB pages such that it quite complicated to detect the Phishing pages.In this paper a method and an approach presented that is centered on conditional information collected through the WEB pages without much bothering about the Visual presentation of the content or the layout.A repository of the word phrases which are type identified are maintained that are related to confidential information.The confidential data related to a set of Phished pages obtained from Phishedpages.comare generated and stored in a database.Every time A web page is to be processed, confidential data refereed in the WEB page is extracted in consideration with the database of repository of confidential data phrases and the similarly of the same is detected based on Euclidian distance.The process of detection is done on the WEB server side with the client hinted with the possibility of Phishing.
A Novel Methodology Used To Store Big Data Securely In Cloud

Big data are voluminous and complex for that retrieving cipher text to a cloud is deemed to be one Of most effective approaches for big data storage and access. The new policies are proposed in cloud where access legitimacy of user and updating cipher text security designated by data owner are two critical challenges to make cloud based data storage practical and effective. Existing approach are completely avoid access policy but in reality it is important to update the access policy amplify the security and dealing with different cause by user join and leave activity. In this system, we plan a secure and verifiable access control scheme based on NTRU cryptosystem for big data storage in cloud. First the new NTRU decryption algorithm meet the decryption fault of the original NTRU, then details of its analyse its correctness, security strength and computational efficiency. When new access policy is specified by big data owner our system allows the cloud server to efficiently update the cipher text. Which is able to update and validate policy against cheating scheme of cloud? It also authorize the end user to validate information by other user for data access and a user to validate the information provided by for recovery of plaintext.
A Survey on Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data

This paper introduces a new strategy called Multiple Output Regression for Streaming data named as MORES. It works on streaming information and regression coefficient. The goals of MORES consist of four important perspectives: 1) It uses the mahalanobis matrix to find dissimilarity between the previous regression coefficient and the current regression coefficient to update the model. 2) It uses Mahalanobis distance for finding prediction mistake and increasingly finds remaining errors, it doesn't use Euclidian distance. 3) It separates the very important data for better prediction and for estimating errors. All vital data stored in the memory and MORES use these data for event purposes. Labeling of information is used in the multiple-output regression for developing information. Mainly lebeling is used to reweight data for finding errors. 4) Different strategies are introduced in the MORES to develop the system architecture. Eigenvalue decomposition method is used to measure elements of the data sources.Eigenvalue decomposition method is introduced for the situation when the size of the data becomes large or for large streaming information. In this way online multiple-output regression uses the techniques of machine learning system for modeling correlated data stream and predicting multidimensional related data stream and it always provides model refinement.
Investigating the L2 Writing Strategies Used by Skillful English Students

Several studies have been conducted to investigate the writing strategies used by skilled and less-skilled English writers, particularly in the EFL context but only a few have attempted to observe the strategies employed by skillful/proficient English students, predominantly in the Indonesian context. Therefore, the interest of this research was to discover the types of writing strategies applied by three skillful English students while writing in English (L2) and evaluate their substantial effects. The participants were three graduate students majoring in English Education. Moreover, the data obtained from Think-Aloud Protocols, semi-structured interviews, and written drafts were analyzed and evaluated and the results showed the writing process of the students varied. On the whole, the disparities presented a more understanding of students' writing process. It was also discovered that the three students applied similar strategies but the major inconsistency was in the manner with each was implemented.
Evolution of the big deals use in the public universities of the Castile and Leon region, Spain

The evolution of the use of electronic scientific journals in the 2007-2018 period by the academic communities of the public universities of Castilla and Leon, members of the Bucle consortium, is studied. Downloads of articles distributed by four broad-spectrum providers are analyzed: Emerald, ScienceDirect, SpringerLink, and Wiley. Unexpectedly, in spite of the new ways of accessing content, this analysis shows that the number of downloads in public universities in Castile and Leon has increased. However, it has been found that despite the growth, a few journals concentrate most of the downloads and that a large number of titles are not used. It has been verified that the universities with a higher number of staff and greater diversity of knowledge areas use a wider range of titles and thus obtain a higher benefit from their contracts. All of the above leads us to question the system of contracting big deals, i.e., bundles of hundreds of multidisciplinary journals and other resources. In a moment of change promoted by Plan S, we consider it more necessary than ever to understand the situation of the provision of serial scientific publications and to find the best strategy to have access to them.
The math of networks: Random walks and Google PageRank

This activity will take about 60 minutes.  It focuses on random walks on networks, and connections with Google's algorithm.  The network consists of vertices and paths (directed edges) between them. At each step of random walk, you choose with equal probability one of paths that leaves current vertex.  The long-term probabilities of this random walk, which can be thought of as the percentage of visits to each vertex, correspond to PageRank used by Google to rank web search results. Students will learn about random walks on networks and explore their behavior via i) simulation with dice and ii) drawing tree diagrams.  Connections with are made.  They are then asked to consider networks with structure that is problematic for (eg absorbing state) and identify those problems.
An approach to data tag optimization base on self-attention generative adversarial nets

Abstract In order to solve the problem of low performance caused by errors and omissions in tags in the data resources, this paper proposes a tag optimization method based on self-attention generative adversarial nets(SAGAN). First use TF-IDF training to calculate the similarity between texts, then use the consistency between the similarity between texts and tag similarity to define the objective function. Second add correction terms to reduce the bias of user-provided tags before and after optimization. Finally, we propose to apply Self-Attention GAN to further improve the performance of tag optimization objective function, and the results are compared with the original tags. Compared with the original tag, the optimized tagging performance has been improved. The test results show that the tag is optimized and improved, and the performance problem in tag recommendation is solved.
ТHEORETICAL FOUNDATIONS AND IDENTIFICATION OF GENERAL COMPETENCES OF COUNSELORS IN PENAL INSTITUTIONS

General competences are a dynamic combination of knowledge, understanding,skills, abilities, attitudes and values that are necessary for personal achievement anddevelopment. They are typical of every person regardless of their scope of work. Theydevelop during the period of formal education and represent the basis for further learningand development as an integral part of lifelong learning. Counselors in penal institutionshave already formed attitudes and opinions on general competences. Counselors considersystemic competences (ability to adapt to new situations, learning ability, ability forpractical application of knowledge, ability for persistence when achieving highest qualityof work and creativity) to have a slight advantage over interpersonal, instrumental andgeneral specifi c competences and to represent a fi ne basis for further learning and development.Owing to the complexity of competences and the complex process of identifi cation,testing and comparison of competences as to the fact that counselors value systemicones more, which are known to be more complex, it is advisable to check these results ona larger sample and to open a qualitative discussion on counselors’ competences in penalinstitutions within the context of lifelong learning.
Building Synsets for Indonesian WordNet using ROCK (Robust Clustering Using Links) Algorithm

On the development of Indonesian WordNet, the synonym set is an important part that represents the similarity of meaning between words. Synonym sets are built using the Indonesian Thesaurus as the lexical database. After going through the extraction process from the Indonesian Thesaurus, we will get a synonym set that has a similarity or word sense between words. In general, the difference between WordNet and the dictionary is their main focus, in which the dictionary usually focuses on just one word, while in WordNet the focus is on the meaning of words and connectedness with other words. Explained in previous research, the constructions of synonym sets were done using several approaches, which is clustering to produce synonym sets and WSD (Word Sense Disambiguation). In this article, the approach used to produce synonym sets is the ROCK (Robust Clustering Using Links) algorithm, which uses similarity and link values. The resulting synonym sets will then be used for lexical database development. Therefore, the main focus of this article is to produce synonym sets through the clustering process and calculate their accuracy, using the F-Measure method involving the gold standard for performance calculation and evaluation.