Reviewerly/exHarmony huggingface dataset:
A Method of Segmentation and Recognition of Wa Voice Keyword based on Deep Neural Network

Contemporary research on minority culture is becoming more and more urgent, the related research on Wa language and culture has gradually become a hot topic of current research. Aiming at the shortage of speech resources in Wa language, an automatic segmentation technology and a speech recognition algorithm based on deep neural network are designed. Wa language keyword speech recognition technology is based on the collection of Wa language speech data, achieving the process technology of timely recognition and corresponding speech translation of Wa language keywords. Wa language keyword speech recognition technology adopts an improved speech segmentation algorithm based on measuring the speech distance of Wa language keywords, an improved vector quantization method, and the whole syllable features of the compressed Wa language keywords, encoding the state features of audio clips of Wa language keywords. Finally, a deep neural network is adopted to recognize Wa language keyword syllables. Technical design shows, this technology can recognize more specific Wa language keyword speech from Wa language speech stream relatively clearly. The technical design is easy to understand and the training of technical design scheme is relatively simple.
The Development of Educational Youtube Videos-Based Instructional Material for Speaking for Beginner Course

An analysis of the students’ needs demonstrated that there is no primary instructional material of speaking for beginner utilized in the classroom. In addition, both lecturers and students preferred the utilization of an authentic audio-visual material like YouTube videos rather than a traditional material taken from textbook to accelerate their speaking proficiency. The current study sought to develop educational YouTube videos-based instructional material of speaking for beginner course through Borg &amp; Gall model that cover three main stages out of ten stages; preliminary research, model development, and model validation. Fifty-nine students who attended speaking for beginner course of three universities in Lamongan; Darul Ulum Islamic University, Billfath University, and the Islamic University of Lamongan participated in the try-out stage. Three kinds of Instruments are questionnaire and interview guidance that were adapted from Djahida, while validation checklist was adopted from Beaudin and Balasubramanian, Shetty &amp; Sathyanarayana. The instrucional material developed in this study is so-titled ‘Speaking for Beginner: A way to speak like natives’. The acceptability revealed in the students’ evaluation at the try-out demonstrates that, the material was generally good and acceptable for the students and the lecturers. Such results bring about the conclusion that ‘Speaking for Beginner: A way to speak like natives’ is suitable and applicable to the speaking for beginner classroom.
Research on the Development of English Teaching Method and Innovative Education

English teaching method is a general term of some teaching methods. These teaching methods are supported by certain theoretical foundations and applied principles. Each English teaching method is limited by the teaching content, and each method has some deficiencies. These English teaching methods continue to develop in the course of the history of English teaching. To a certain extent, the development history of English teaching is representative of the development of English teaching methods. In view of this, this article mainly expounds the development of English teaching methods, the change of ideas and concepts of English teaching methods, and the educational innovation of English teaching for the reference of relevant personnel.
Interactive image segmentation via superpixel pairs probabilistic diffusion

This paper introduces a new interactive image segmentation approach based on global pairwise relationship. Many conventional interactive image segmentation methods only consider local relationship of neighboring pixels or unary probability of pixels, which results in the sensitivity to seeds. To overcome this drawback, we utilizes the pixel-pairwise relationship to obtain the global pairwise relationship of pixels. The constructed global binary probability is used to estimate the labels of pixels. In order to improve the computational efficiency, we further replace pixels with superpixels and use the binary global relationship of superpixels for image segmentation. Our method makes full use of global binary information and has stronger robustness to limited seeds information. The superior performances of our method are demonstrated in the experiments on the Berkeley segmentation dataset and Microsoft GrabCut database.
Aesthetic Composition Evaluation based on Perceptual Yohaku in a Photograph

Yohaku, which means the perceptual empty space in Japanese, is an important concept in the field of oriental art. It has a decisive influence on the aesthetic value of an artwork. Visual functions of yohaku in paintings have been deeply discussed from the viewpoints of art, philosophy and psychology in previous studies. In our research, we aim to propose an autonomous robot photographer system which takes people-pleasing photos by searching for an optical viewpoint for photographing. To construct this system, one of the main technical issues is evaluating and quantifying the aesthetic value of photographs. In this paper, we will introduce an aesthetic composition evaluation method by considering yohaku in a photo. First we confirm the definition of yohaku in a photograph and propose an automatic detection method. Then a novel composition evaluation method will be proposed based on then visual balance between yohaku and photographic targets in a scene.
HANDWRITTEN NUMERICAL CHARACTER RECOGNITION

Handwritten Numerical Character Recognition (HNCR) is the process of interpreting handwritten digits by machines. There are several techniques in order to detect the handwritten digits. In this paper, it is proposed to the use of Histogram Orientated Gradient (HOG) feature extraction technique and Support Vector Machine (SVM) to detect the handwritten characters. HOG is a very efficient and stable feature in recognition system. Moreover, linear SVM has been employed as classifier which classify the handwritten characters with the help of Modified National Institute of Standard and Technology (MNIST) dataset with has a sample of 70,000. The combination of SVM and HOG is very efficient with MNIST dataset number classification. Moreover, the system is also test on 2 different single board computers to differentiate the performance of the 2 different systems. The primary scope of the project is to recognize and tabulate Student Exam Identity Number and Handwritten Marks.
DEVELOPMENT OF PROFESSIONAL MOBILITY AMONG FUTURE LAWYERS

Statement of the problem and purpose of the article. This article is devoted to the study of professional mobility of future legal professionals. The author notes that the high dynamism of the processes of information and economic development of the modern world provokes dramatic structural changes and the restructuring of public life and the economy in all countries of the world. The consequence of these processes is the emergence and intensification of the development of new areas and changes in the existing areas of professional activity of a modern lawyer, that causes significant mobile redistribution of professional segments in the labor market, the emergence of new requirements for specialists that are adequate to the requirements of the time in the field of professional activity. This determines the urgency of the problem of professional mobility for modern legal professionals, since professional mobility in the current environment is one of the important characteristics of a person»s interaction with the world of professions, professional activity, and professional development. The research methodology is the analysis and synthesis of research works of Russian and international scientists. There is a synthesis of approaches to the concept of “professional mobility”. Research results. Based on the study of theoretical approaches, factors are identified that contribute to development of professional mobility. It is also concluded that it is necessary to develop modern pedagogical science, since only the basics of readiness for professional mobility are formed in the university educational process. Conclusion. Only with mobility, dynamism, constructiveness, and a developed sense of responsibility success can be achieved in professional activities. The results of the work can be used as recommendations for preparing graduates for effective adaptation in the labor market.
Evaluasi Sistem Informasi Akuntansi Penjualan Kredit

Sales accounting information system is a system that is useful as a control tool for the implementation of a company's transactions. This research was conducted with the aim to find out how the credit sales information system in PD. Sinar Mas Hakasima Branch Jember, to find out how-not-the credit sales accounting information system has been done well. The analytical method used in this study is descriptive qualitative. Data collection techniques, interview techniques, observation / observation and documentation. The data used are primary data consisting of the results of direct interviews regarding credit sales accounting information systems. Based on the results of the analysis conducted by researchers, it can be seen that the credit sales accounting information system applied by PD. The Masasasima Branch of Jember Branch in processing credit sales transactions is good, the company has a good and adequate information system.&#x0D; Keywords: Accounting Information Systems, Credit Sales, Accounting Information System Elements
Modern Information Technology Provides an Innovative Model for College English Teaching

The integration of information technology and college English teaching is to combine the needs of classroom teaching activities with effective application of modern information technology, incorporate it into the teaching and learning of the curriculum so as to improve the efficiency of teaching and learning.The purpose of this paper is indicate that combination of modern information technology with college English teaching will enrich college English teaching content, change the traditional teaching mode, cultivate students' learning ability, improve students' comprehensive quality and skills, and thus enhance students' learning effect.However, in the application of multimedia in English teaching, there are many problems.And effective strategies to deal with such problems are also illustrated with stress on teaching mode of teachers.The main analysis of the method is to improve the teachers' teaching design with modern information technology.Compared with the traditional teaching methods, it can bring a new life to the college English class.The abundant teaching content strengthened by modern teaching means, thus brings the English classroom brand-new realm.
Tesauro funcional para organização de arquivos administrativos

This paper presents functional thesaurus as a proposal for organization of administrative records.It describes archival information treatment and existing tools for indexing and retrieving information in archives.It characterizes the functional thesaurus, its origin and gives examples of use.In fact, functional thesaurus is better suited to the treatment of archival information by working with functions rather than with thematic concepts.Archival information is, in turn, critical for promoting access to issues relating to citizens' rights and to the country's development.In this context, proposals for the organization of information and documents, based on institutional functions and activities, should be evaluated.
Pedagogical Preparation Of Future Teacher As Basis For Formation Of Civic Identity

The relevance of the article is substantiated by the attention in research works of domestic and foreign scientists to the formation of civic identity at different levels of training, including primary general education, basic general education, higher education. The study developed a methodological model as a backbone element in the structure of education of future primary school teachers based on the idea of the competency approach, incorporated in the Federal State Educational Standard of Higher Education and the Professional Standard of the teacher. The model integrates individual-personal and individual-professional components of the future teachers readiness to organize pedagogical activities with younger students to shape their civic identity. The article presents main components of this model and reveals indicators of readiness formation. The article describes ways for students to become ready for the formation of civic identity among primary school students in their future professional activities. The article presents the implementation of the model, carried out when teaching students disciplines of the main and variable cycle. The system-forming function of the model is for the design and implementation of the targeted, meaningful, organizational and diagnostic elements of this system of preparing the future primary school teacher for the formation of the civic identity of primary school students. Practical testing of the training system based on the developed model showed that its use contributes to the formation of common cultural and general professional competencies among students. The diagnosis revealed qualitative and quantitative dynamics of results at various levels: personal and professional.
Practical Experience of Managing the Distributed E-Learning System «SPIDER» in the Preparation of Students of the Faculty of Economics and Finance at the North-West Institute of Management, Branch of RANEPA

We consider examines the place and role of E-learning in the Internet economy, the nature and features of the distributed system of E-learning, the practical experience of the managing of distributed E-learning system on the example of DELS “SPIDER”. This system is used in the preparation of students of the faculty of Economics and Finance at the North-West Institute of Management, branch of RANEPA. In the article the analysis of the impact of the Internet on learning, history of development of E-learning, the most important elements of the conceptual apparatus of E-learning, the essence of distributed E-learning system “SPIDER”. We identify a number of constraining factors for its implementation in the educational process. We identify a number of constraining factors for implementation in the educational process The method of teaching students with the use of modern Internet technologies based on DELS “SPIDER” :The authors formulated four principles of E-Learning: personal approach, calm study temp, favorable psychological climate, modern material and technical base in the institute and relax room for the teachers.
Parallel AND/OR Search for Marginal MAP

Marginal MAP is a difficult mixed inference task for graphical models. Existing state-of-the-art algorithms for solving exactly this task are based on either depth-first or best-first sequential search over an AND/OR search space. In this paper, we explore and evaluate for the first time the power of parallel search for exact Marginal MAP inference. We introduce a new parallel shared-memory recursive best-first AND/OR search algorithm that explores the search space in a best-first manner while operating with limited memory. Subsequently, we develop a complete parallel search scheme that only parallelizes the conditional likelihood computations. We also extend the proposed algorithms into depth-first parallel search schemes. Our experiments on difficult benchmarks demonstrate the effectiveness of the parallel search algorithms against current sequential methods for solving Marginal MAP exactly.
Analisis Bahasa Indonesia pada Laporan Hasil Kegiatan Penerapan Perangkat Pembelajaran (P3)

This study aims to describe the use of Indonesian in the Report on the Activities of the Application of Learning Tools (P3) of Indonesian Language and Literature Study Program Students STKIP PGRI Lubuklinggau. The research method used is a qualitative method with the type of descriptive qualitative research. Data collection techniques in this study were documentation techniques. Data analysis techniques by data reduction, data presentation, and conclusions. The results showed that the analysis of the Indonesian language in the Learning Activity Application Reports (P3) there were errors in the use of spelling in this study as many as 831 data quotations were obtained. Word selection errors in this study were 366 citations of data obtained. Ineffective Kalimat obtained 516 citations of data. Based on the results of the study it can be concluded if the use of Indonesian in the P3 report (Application of Learning Tools) is still lacking, so that further guidance is needed so that the future use of Indonesian can be better.&#x0D; Keywords: Language Analysis, Reports, Application of Learning Tools (P3)
Peningkatan Hasil Belajar melalui Model Pembelajaran Snowball Throwing pada Pelajaran Ilmu Pengetahuan Sosial di Sekolah Dasar

This research has purpose to improve of study result through Snowball Throwing learning model lesson content social studies theme 1 sub theme 2 and 3 in grade V-A SDN Timbulharjo Sewon Bantul. This research is action classroom research and research desain using Kemmis and Mc. Taggart model. Subject in this research were 30 students in grade V-A SDN Timbulharjo. Object in this research were improving study result of students. Instruments used in this research were observation sheet and test. The data obtained were analyzed by descriptive quantitative. The result of this research are improve of study result through Snowball Throwing learning model lesson content social studies theme 1 sub theme 2 and 3 in grade V-A SDN Timbulharjo, that is 61,83 achievment complete of sudent 46,66% in first cycle to 77,33 achievment complete of sudent 90% in second cycle.
Wideband Complex Optical Chaos and Physical Random Bits Generation Based on Gaussian White Noise Feedback Phase Modulation

We experimentally demonstrate a method using Gaussian-white-noise-feedback phase modulation to depress the time-delay signature in external-cavity semiconductor laser and utilize the generated wideband chaos as entropy source to implement fast physical random bits generation.
Evaluation of positive emotion in children mobile learning application

This paper presents the evaluation of positive emotion in children's mobile learning applications. The mobile learning application is a teaching aid that can help students to self-study and increase the students’ interest in learning especially children. This paper will discuss how mobile learning application affects the children interest in school. The evaluation method implemented to evaluate the rate of positive emotion elicited by the children using mobile learning applications was a mixed method of qualitative and quantitative methods. Since emotion can be either negative or positive, the identification of a proper method or perspective was required to prove that positive emotion was really elicited. Next, the data was collected through the children’s assessment score, Electroencephalograms (EEG) device, Emotion identification using micro-expression (facial expression), Kort Scale and interview to confirm the positive emotion felt by the students. The result shows that all five perspectives or methods have shown that positive emotion is produced. It is found that the Mobile learning application can really trigger the children’s positive emotions.
An Energy Prediction Model for Cloud Data Centers Through Performance Counter

In recent years, with an increased environmental protection concern, the carbon footprints of large-scale cloud data centers have come into public view.Energy efficiency has become a key indicator for these data centers.Management personnel in cloud data centers should know the relationship between the workload patterns and the energy consumption of the infrastructure in order to optimize energy efficiency.In this paper, we first discuss the energy consumption problems of cloud data centers and summarize the related work.Then, we purpose an energy prediction model to estimate the energy consumption of servers in cloud data centers based on performance counters of their processors.Afterward, the proposed model is tested and analyzed under a wide selection of benchmarks, including SPEC2006, I/Ozone, and Netperf.Finally, through analyzing the results of the contrast experiments, it is shown that the proposed energy prediction model can predict energy consumption of cloud servers with high accuracy.
Information Analytics in the Organizational Structure of Libraries of Top-Rated Universities in Ukraine

Objective. To study of the organizational information and analytical structures of libraries of top-rated universities in Ukraine, in particular, of 4 domestic universities that entered the World University Rankings 2019. Methods. The methodological basis of the study is the basic provisions of the general theory of social communications. Comparative analysis, sociocommunicative, information, adaptive and other approaches are used. Results. The form of organization of information and analytical activities in the library depends on its place in the library system and the existing organizational structure therein. There are two options for its organization. The first option involves the distribution of tasks between the existing library departments. The second one is the creation of an independent analytical unit in the organizational structure of the library. In the libraries of the universities under study, information and analytical functions are performed by other departments, primarily by the information and reference (bibliographic) units, information service as well as scientific and methodological (research) departments. Conclusions. Thus, information and analytical activity, even for scientific libraries of leading Ukrainian universities, remains primarily a tool for improving internal library processes, and not a separate product (service) that is purposefully produced and offered to readers. Meanwhile, the intensification of the use of information and analytical technologies in libraries, the creation of specialized units therein is one of the effective tools for optimizing library work.
Application of blockchain technology to enhance data security of the medical records

The Sri Lanka Journal of Bio-Medical Informatics (SLJBMI) is the official journal publication of the Health Informatics Society of Sri Lanka. It is the only academic publication in Sri Lanka which focuses on the emerging field of health informatics. SLJBMI was launched in 2010 as an open access and peer reviewed e-journal. It was temporarily paused publishing since June 2015 and relaunched in 2019 with an improved reader friendly format .The mission of SLJBMI is to publish high-quality original research and other relevant publications that would contribute to the promotion of digital health and health informatics. It aspires to be the most prominent publishing spotlight related to health informatics in the region and to be the gathering platform of the renowned experts and enthusiasts worldwide.