Reviewerly/exHarmony huggingface dataset:
Stability of Fuzzy Cognitive Maps with Interval Weights

In fuzzy cognitive maps (FCMs) based modelling paradigm, the complex system's behaviour is gathered by the causal connections acting between its main characteristics or subsystems.The system is represented by a weighted, directed digraph, where the nodes represent specific subsystems or features, while the weighted and directed edges express the direction and strength of causal relations between them.The state of the complex system represented by the so-called activation values of the nodes, that is computed by an iterative method.The FCM based decision-making relies on the assumption that this iteration reaches an equilibrium point (fixed point), but other types of behaviour, namely limit cycles and chaotic patterns may also show up.In practice, the weights of connections are estimated by human experts or machine learning methods.Both cases have their own uncertainty, which can be represented by using intervals as weights instead of crisp numbers.In this paper, sufficient conditions are provided for the existence and uniqueness of fixed points of fuzzy cognitive maps that are equipped with interval weights, which also ensure the global asymptotic stability of the system.
BIBLIOGRAPHY STUDIES OF PUBLICATION ON THE PAGES OF THE JOURNAL «LIBRARY SCIENCE. RECORD STUDIES. INFORMOLOGY»

The purpose of the article - to carry out the compressed review of the scientific articles of bibliography studies range of problems, printed in the journal „Library Science. Record Studies. Informology» in 2004- 2018. The research methodology consists of the use of the bibliographic method, methods of analysis and synthesis, generalization. The scientific novelty of work consists in the generalization of problem-thematic descriptions of a concrete segment of publications in a professional magazine - the scientific articles that expose basic directions of researches of bibliography studies subjects for 15 last the. Conclusions. The table of contents of the analyzed publications lights up the issues of the day of bibliography studies and to the bibliography in the context of tasks to the integration of sciences of the informatively-debenture cycle, development of informatization of libraries; allows to trace basic tendencies in development of bibliography studies and bibliography in a marked period.
Evolutionary Risk-Sensitive Feature Selection for Learning to Rank

Learning to Rank (L2R) is one of the main research lines in Information Retrieval. Risk-sensitive L2R is a sub-area of L2R that tries to learn models that are good on average while at the same time reduce the risk of performing poorly in a few but important queries (e.g., medical or legal queries). One way of reducing risk in learned models is by selecting and removing noisy, redundant or features that promote some queries in detriment of others. This is exacerbated by learning methods that usually maximize an average metric (e.g., mean average precision (MAP) or Normalized Discounted Cumulative Gain (NDCG)). However, historically feature selection (FS) methods have focused only on effectiveness and feature reduction as the main objectives. Accordingly, in this work we propose to evaluate FS for L2R with an additional objective in mind, namely risk-sensitiveness. We present novel single and multi-objective criteria to optimize feature reduction, effectiveness and risk-sensitiveness, all at the same time. We also introduce a new methodology to explore the search space, suggesting effective and efficient extensions of a well-known Evolutionary Algorithm (SPEA2) for FS applied to L2R. Our experiments show that explicitly including risk as an objective criterion is crucial to achieve more effective and risk-sensitive performance. We also provide a thorough analysis of our methodology and experimental results.
Improvement in Precision Value in Content Based Image Retrieval System using Hashing Method

Content Based Image Retrieval (CBIR) manages the programmed extraction of images from a database in light of a question. This work provides the image retrieval using hashing method. In this work, it proposes an improved Content based Image recovery (CBIR) System using hashing methodology. In this work, it utilizes the idea of image recovery utilizing shape and surface highlights. In this proposed work a capable image retrieval system is addressed by building up the photo features, to be particular Color auto-Correlogram Feature, Gabor Texture Feature and Wavelet Transform Feature. In this work, it proposes a new hashing approach from a different point of view to previous ones. In this work, the significant execution parameter is normal accuracy esteem that demonstrates the proportion of no. of pertinent recovered images to the aggregate recovered images. The proposed framework utilizing hashing idea that enhances accuracy rate for image recovery.
Assessing the Security Factors in QR-based Mobile Payment in Indonesia

Mobile payment (M-Payment) has emerged dynamically from year to year.With the increasing use of mobile technology by consumers, their lifestyle choices continue to evolve as well as a few different economic factors.This research proposes an expanded UTAUT Acceptance research model to see the actual use of QR-based mobile payment users.The proposed research model was tested and validated using data collected by a survey of 129 Indonesian citizens.This research used security-related factors such as social influence, facilitating condition, security, trust, and privacy risk to evaluate its impact to the customer intention of use QR-based mobile payment.A total of 123 respondents participated in this research.The findings revealed that privacy risk and security were positively related to the customer intention of use QR-based mobile payment.This research provided the practical and theoretical implications of these findings.
HUMANIZATION AS STRATEGIC DIRECTION IN PROFESSIONAL EDUCATION OF TEACHERS-MUSICIANS

The article discusses the problems and prospects of humanization of professional education of intending teachers-musicians and ways of introducing humanistic trends in the educational process of applicants for the specialty “Musical Art” of higher education institutions of I–II accreditation levels. The necessity and importance of finding and using new personality-developing forms and methods of organizing their professional education, the transition to personality-oriented education, which provides for the creation of conditions for the building a wide range of competencies and the discovery of creative potential. It is also emphasized that the humanization of musical pedagogical education, upbringing and development of intending teachers-musicians should be the leading criterion for their success, and building up the applicant’s personality is the foundation of modern national musical pedagogical education.The article considers the expediency of using active teaching methods in musical-pedagogical education (especially the method of artistic and creative projects), the necessity and importance of their application for activating the educational and cognitive activity of the education department of the department of musical art of the pedagogical college has been substantiated. Also, the specifics of the introduction of personally oriented learning in the process of instrumental preparation of the intending musical teacher is considered, which is conditioned by the individual form of employment of the applicant with a teacher and the creative nature of the results of his educational activities.
The Cultivation of Aesthetic Taste in General Education Classrooms: A Case Study of the Course of Classical Western Literary Theory

To justify the place of the course in the curriculum for first-year college students in general education classrooms, two major aspects including general education and aesthetic education are considered.The target audience is the freshmen in East China University of Political Science and Law who haven't started their professional education in a profound, systematic and comprehensive way.Firstly, the course can be viewed as an integral part of both general education and aesthetic education.It can contribute greatly to the formation of character, the realization of human potential in general.Secondly, it can enhance the aesthetic awareness and aesthetic judgment in specific.Self-cultivation, self-identification and self-realization can be the key factors which make the course an integral part of general education while aesthetic sensitivity, aesthetic taste and aesthetic judgment are the main aspects which the course is designed to improve and cultivate so as to achieve human liberty and morality from an aesthetic perspective.Therefore, the course is justified in the cultivation of aesthetic taste in general education classrooms.
Media Pembelajaran Pengenalan Sandi Semaphore Menggunakan Augmented Reality

Submission of Semaphore material at Mutiara 5 Lembang Middle School is available in the boy scout book and is only in the form of 2-dimensional images and can also be delivered by the scoutmaster. In this case the delivery of the material for the Semaphore still has shortcomings. Therefore this study aims to build visual learning media to convey information about semaphore code using augmented reality. In order to provide more detailed knowledge about semaphore code actively, creatively and educatively. It is expected that with the function of converting text into semaphore code, students can see the visualization of semaphore code movements in real time. So that this application can be a new tool in improving the semaphore code learning method than before in the form of books. By using the Multimedia Develpoment Life Cycle method, in the testing phase by distributing UAT to 25 scout students and one coach showed 86.5% of results stated very good.
Similar Fashion Finder using Reverse Image Search

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
A Study on the Teaching Reform of College Business English Extended Course Based on CBI

The study aims to discuss the application of content-based instruction (CBI) in teaching College Business English Extended Course, which is open to non-English majors, and students' English level is relatively poor.The traditional College Business English Extended Course tends to focus on the cultivation of students' language skills, while ignoring the teaching of business content; therefore, it can't meet students' needs for business knowledge.CBI teaching can better integrate English with business, so it not only helps to promote students' interest in learning, but also greatly improves the teaching effect of Business English.
The Speaking Skill of Indonesian Language of Students Grade IV SDN Inpres Dasan Baru

Indonesian Language is still difficult to learn by almost every beginner learner who lives in a rural area of Indonesia which is far enough from the capital city. In this situation, Indonesian language which stands as an official language in this country becomes a second language whereas, the traditional language is, a mother tongue. This research is a qualitative research that aims to describe speaking skill of Indonesian language of the fourth grade of Elementary School at SDN Inpres Dasan Baru, and some factors that influence the development of Indonesian language speaking skill. The data is collected through four different ways: interview, observation, documentation, and purposive tasks. After analyzing the whole results, the researchers had found that the score of speaking skill is at medium level of the average, the development of speaking skill is mostly influenced by their family socio-economy status, relation of friendship, bilingualism, and environment.
Modified multivariate F-transform based on B-splines

We deal with the higher degree multivariate fuzzy transforms (F -transforms with polynomial components) in the case when generalized fuzzy partition of the Cartesian product of intervals is given by multivariate Bsplines.The aim of this paper is to generalize the technique of modified F -transform introduced previously for the univariate case to the multivariate case.The proposed modification allows to extend good approximation properties of the multivariate spline-based Ftransform from the subset where the Ruspini condition is fulfilled to the whole initial domain.
COMPARISON OF SIMPLE ALGORITHM DATA (SORTING) CONTROL METHODS ON SELECTION AND BUBBLE SORT

In the data there is a sorting process which is sorting data with certain rules, so that it will be arranged in the algorithm. Algorithms are steps that will solve a problem in the data, algorithms have a variety of settlement methods, one of which is the sorting method. Data sorting (Sorting) contains different types such as Bubble Sort, Insertion Sort, Merge Sort, Quick Sort, Selection Sort, and Shell Sort. The following will explain how to process the data sequencing of each method using a simple algorithm, especially in the Selection Sort method, and Bubble Sort. Keywords: Algorithm, Bubble Sort, Selection Sort
Scope and Challenges in Data Visualisation Presentation of Data in a Graphical Format

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
CONCEPTUAL MODEL OF THE DOCUMENTATION SUPPORT OF THE LIBRARY MANAGEMENT IN MODERN CONDITIONS

Purpose of Artcle. The purpose of the work is to highlight the conceptual model of the documentation support for library management, which will facilitate the effective work of the library institution in the conditions of its internal and external communication environments. Methodology. The methodology of the research was based on socio-communicative, system-activity, informational approaches. The author uses the modeling method, which makes possible scientific comprehension and substantiation of the essence, tasks, main components of the system of the documentary management of the library and to analyze the directions for their further development. Scientific Novelty. The scientific novelty of the research is to determine the modern structure of the conceptual model of the documentation support for library management as the holistic documentary information system, taking into account the specifics of the library's activity and the need to ensure the interaction of its departments. Conclusions. Thus, we note that the establishment of the order of the movement of the document will ensure the preservation of the necessary document information, its rapid search within minimal time. Therefore, to the successful functioning of the library documentation system, the conceptual model must be introduced as a holistic software complex that will satisfy both the current and future needs of the administrative documentation and the implementation of the library's main tasks in a modern information space. In addition, it is important in the improvement of the qualifications for the heads of the institution and the heads of the library units, which will allow them to make the necessary decisions, coordinate the management activities, recorded in the documents, and increase the efficiency of the libraries.
Korelasi Keterampilan Memahami Teks Laporan Hasil Observasi dengan Keterampilan Menulis Teks Laporan Hasil Observasi Siswa Kelas X SMK Negeri 1 Lembah Gumanti

ABSTRACT The purpose of this study is (1) to describe the skills of understanding the text of the observation report of class X SMK Negeri 1 Lembah Gumanti , (2) describe the writing skills of the observation report text of class X SMK Negeri 1 Lembah Gumanti , and (3) analyze the correlation of understanding skills text of the report on the results of observation with the skill of writing a report text as a result of observation of class X students of SMK Negeri 1 Gumanti Valley. This type of research is quantitative research with descriptive methods. The design of this study is correlational. There are three conclusions in this study. First, the skill of understanding the text of the report on the observation results of class X students of SMK Negeri 1 Lembah Gumanti is in more than enough qualifications with a value of 74.57. Second, the text writing skills of the report on the results of observation of class X students of SMK Negeri 1 Lembah Gumanti are in good qualifications with a value of 76.56. Third, the skill of understanding the text of the observation report has a significant correlation with the writing skills of the report's observation text in class X of SMK Negeri 1 Lembah Gumanti at 85%. Kata Kunci: Korelasi, Memahami, Menulis, Teks Laporan Hasil Observasi
Phase extraction in digital speckle pattern interferometry using variational mode decomposition and high-order ambiguity function

Digital speckle pattern interferometry (DSPI) is an optical measurement technique for deformation detection of composite materials. In this techniques, the traditional phase extraction method requires unwrapping, which leads to the reduction of measurement sensitivity. Therefore, a new phase extraction method based on variational mode decomposition (VMD) and high-order ambiguity function (HAF) is proposed in this paper. Firstly, the CCD camera is used to collect the speckle image before and after the deformation of the object, and a series of inherent mode components are obtained by VMD. Secondly, a de-noising method based on normal distribution is proposed to extract the components containing fringe information and reconstruct it to obtain the reconstructed speckle image. Finally, the phase of the reconstructed speckle pattern is calculated by HAF method and the deformation information of the composite materials is obtained by using the phase map. The measurement results show that the proposed method can extract phase map directly without the requirement of unwrapping.
Analisis Kebutuhan Pengembangan Aplikasi M-Learning Berbasis Android pada Materi Jaringan Hewan

Abstract. Technological developments affect people's lifestyles. Including in high school students, currently many high school students have an Android-based mobile phone whose utilization is not maximal. The use of learning media is something that cannot be separated and is already an integration of the learning methods used, learning media can explain what the teacher is less able to say through words, so abstractness in a subject concept can be concretized. This study aims to determine the potential use of android-based learning media in the XI class of high school animal material. With the use of android students can repeat animal network material and students can better understand the concepts in learning, can repeat lessons that have not yet been understood as a result of lack of face-to-face time in class, and can also make students independent learning because of the availability of subject matter which can be accessed anywhere using Android. The results of this study indicate that the use of android in learning can attract students' interest and motivation in learning and also help students understand concepts in animal tissue material and can make students learn independently. The development of animation learning media that can be run on an Android-based device can increase the benefits of using Android-based devices and help the learning process of students using Android-based devices. This development and research use research and development design based on the ADDIE development model.Keywords: android application, learning media
Sistema de Recomendación Usando Web Scraping Para Matrícula en MOOCs de Estudiantes en Carrera de Ingeniería en Universidad Pública de Arequipa

From the large amount of educational material that is accessible on the Internet, and especially with MOOCs, university students (specifically the case of the Professional School of Systems Engineering of the National University of San Agustín of Arequipa) see complicated the task of choosing some of the online courses that the e-learning websites offer. Students must access each platform (edX, Coursera, Udemy, Lernanta, etc.), search for available courses according to filters that the student sees fit, read the course contents in detail, verify the instructor's experience, duration of the course, its methodology, and other relevant characteristics for the students. Mainly, it is tedious to navigate between hundreds of courses from different platforms and find a course that fits their interests (usually not very well defined by their lack of experience or knowledge in the field of computer science). Under these circumstances, this research work seeks to develop a Recommender System based on the content of all available courses that are being offered on the edX and Udemy platforms, using Web Crawling and Web Scraping techniques to obtain the information. Thus, the system recommends to the student what courses they could study from the edX and Udemy platforms, which fit their interests in accordance with subjects they have studied at the university as part of the curriculum plan. The recommendation given will be based on the similarity between the contents of each elearning course and contents of university subjects that the student has identified as of greater interest. To reach the objective, data has been analyzed on the courses of the two mentioned e-learning platforms and the content of the 71 subjects that make up the syllabus of the Systems Engineering career. The proposed system achieved its objective of providing objective recommendations to students during the decision making process in which e-learning courses should be enrolled according to their interests.