Reviewerly/exHarmony huggingface dataset:
College Music MOOC in the Context of “Internet +”

Abstract With the advent of the “Internet +” era, the Beautiful China has entered a new era of industrial integration and innovation. MOOC teaching mode, as an inevitable product of the development of education informationization, leading the faster development of education and teaching. Among them, the music MOOC is the biggest innovation in the teaching mode of universities in the new situation. The arrival of the “MOOC” era has had a profound impact on music teaching. Based on the author’s years of teaching experience, this paper analyzes the current development of college music MOOCs in the network age and discusses the future development trend of music MOOCs.
Native English Teacher’s Politeness Realizations in EFL Classroom Interaction

The realizations of politeness need to be implemented in the process of teaching and learning in the class, especially in English language classroom context. Applying appropriate politeness strategy in talking to the students is very important to create effective teaching and learning process. This study examines politeness strategies used by the native English teacher. It aims to identify the use of politeness strategies realized by the native English teacher in classroom interaction. This research was qualitative research method. The participant of the research was one native English teacher who taught EFL students in a university in Indonesia. The data were obtained through the class observation. Those data then were analyzed by using politeness theory proposed by Brown and Levinson (1987). The result revealed that all politeness strategies suggested by Brown and Levinson (1987) were applied by the teacher in delivering his speech to the students, such as bald on record, positive politeness, negative politeness, and off record. Negative politeness became the most dominant politeness strategy performed by the native English teacher while the least one was off record. These four strategies were mostly employed by the teacher in order to remind the students, give them commands (task-oriented), praise the students, request the students to do something, make the class more interesting, and motivate the students.
Elements of Document Design

This publication on the elements document design is the third of a five-part series on document design. This series also covers the document design process, principles of document design, graphic file formats, and brochure and newsletter design.&#x0D; Updates previous version:&#x0D; Telg, Ricky. 2012. “Elements of Document Design.” EDIS 2012 (7). https://journals.flvc.org/edis/article/view/119920.
Jaringan Syaraf Tiruan dengan Metode Learning Vector Quantization (LVQ) dalam Menentukan Klasifikasi Jenis Tilang Berdasarkan Kendaraan

Learning Vector Quantization (LVQ) is a method of classifying patterns in which each output represents a particular category or class. The author uses the LVQ method to classify the type of ticket based on the vehicle that his research had previously conducted at the Simalungun District Prosecutor's Office. In this study, the author provides a solution to facilitate the filing of ticket data in the Simalungu District Prosecutor's Office, so that the data that has existing tickets can be classified according to their respective types. The results of this study indicate that LVQ is able to classify with an accuracy rate of 76.0%.
Active Rules in a Graph Database Environment

With the rapid growth of data nowadays, new types of database systems are emerging in order to handle big data, known as NoSQL databases. One type of NoSQL databases is graph database, which uses the graph model to present data and the relationships among data. Existing graph database systems are passive compared to traditional relational database systems that allow automatic event handling through active rules. This paper describes our approach of incorporating active rules into graph databases, allowing users to specify business logic in a declarative manner. The active system has been built on top of a passive graph database to react to events automatically. Our focus is to specify business rules declaratively rather than enforce integrity constraint using rules. Our system consists of a language framework and an execution model. Language specification will further be illustrated by on a motivating example that shows the use of rules in an application context. The paper also describes the design and implementation of the execution model in detail.
ACTIVE-LEARNING METHODS FOR CONTROL ENGINEERING TEACHING USING WEB APPLICATIONS

The development of active-learning methods is strongly proliferating nowadays in Higher Education studies.Roughly speaking, active learning can be understood as a way of learning in which students are more directly involved in the learning process.It is commonly accepted that, in contrast to traditional methods, substantial improvement of the own learning process is achieved through active methodologies.In particular, teachers must address an extra effort to engage the interest of students when faced with subjects provided with strong theoretical background (such as automatic control related topics).Indeed, one of the main drawbacks reported by the own students is their difficulty to connect real engineering application and theoretical lessons.In this paper, we present an active learning method conceived for automatic control subjects with the aid of virtual laboratories compatible with a wide range of web browsers for this end.In a first stage, some real engineering problems for students in the classroom are raised.Through a suitable follow-up of intermediate results and the appropriate discussions, teachers will be able to obtain an immediate feedback while evaluating the quality of learning at each stage.It is worthwhile mentioning that virtual labs are developed using the standard web interactive programming language HTML and Javascript, which only requires a web browser to be executed.Hence, in comparison to previous academic years, it is expected to better promote the usefulness of the control engineering for the students' careers with high degree of autonomy for selfscheduling homework and low cost resources, while improving the self-motivation and long-term quality of learning.
Hierarchical Attention Model for Acquiring Relationships Among Sentences

In this paper, we propose a hierarchical attention model for summarization. Normally, sentences have relations among another sentence and it is important to consider these relations in summarizing. Our proposed model can make each sentence vectors from document composed of multi sentences and get relations among sentences from these vectors by the incorporated operation. As an operation of taking relations, we use self-attention and gated convolutional neural network. It has been reported that these operations can get dependencies among words, and self-attention is particularly powerful. Therefore we adopted these operations expecting the same work in sentences. We conducted an experiment of title generation by using Japanese news articles. We evaluated the performance of our proposed model by Rouge and visualized the relations among sentences.
THE EFFECT OF AUDIO-VISUAL EXPOSURE (YOUTUBE) TOWARDS LEARNERS’ SPEAKING SKILL

This research is intended to investigate how significant the effectiveness of AVE in which YouTube as the platform adopted being compared to the use of another media, i.e. Audio-Picture Series Exposure towards learners’ speaking skill. In order to achieve the purposes of the study, this study entails subjects taken from the population of SMK Budi Mulya Pakisaji by selecting 20 samples and 18 samples for control and experimental group respectively in which the former group was taught using Audio-Picture Series Exposure, while the latter one using AVE (YouTube). The researcher provided similar treatment and topic during the implementation of each exposure. The results show that both groups proved major improvement. Despite the performance improvement, since the result of independent sample t-test was 0.379, it attests that the difference between the groups was insignificant as the result was higher than the significance level set at .05. Such insignificance was apparently posed by some probable factors such as how the control group provide the same effective impact during the lesson, and also caused by the probable limitation as for adopting the availability of apt videos attributed to the selected topic which culminated in over reusing the similar contents. All in all, this study is expected to be contributive and propitious for the teachers and learners as for delivering insights of determining the use of the most suitable media for learning activity. It is also hoped that further research could present more detailed and provide more reliably advantageous findings.
Analyzing the Impact of Multiple Intelligence of Administrative Mind on the Intellectual Capital: An Applied Study on the Pharmaceutical Industry Companies in Jordan

The task of this research focuses on analyzing the impact of multiple intelligence of administrative mind in its elements (business, political, spiritual and emotional) on the components of intellectual capital (human, operation, innovation and customer).This supposition was tested in the pharmaceutical industry companies in Jordan on a sample of (32) managers.The results of the descriptive statistical analysis indicated that there are high levels of multiple intelligence of the administrative mind arranged sequentially (businesses, emotional, political and spiritual).There are also high levels of intellectual capital of its two types (customer, processes) and moderate levels of intellectual capital of its other two types (innovation, human).The multi linear regression analysis indicated that there is an impact of the multiple intelligence of administrative mind of its two types (business, spiritual) on the intellectual capital in the pharmaceutical industry companies in Jordan at (α≤ 0.05).There is no impact of the multiple intelligence of the administrative mind of its two types (emotional, political) on the intellectual capital in the pharmaceutical industry companies in Jordan at (α≤ 0.05).The study recommends enhancing the utilization of the multiple intelligence of the administrative mind and the intellectual capital in its two types (customer and operation).It's necessity to give greater attention to the capital of pharmaceutical industry companies as well as in the innovation capital which includes further support to the innovation incubators and patents that distinguish the companies' products and realizes an added value in the industry that goes through more competition at the local, regional and international level.
The Effectiveness of Social Capital as added Value to Gated and Guarded Community as Safety Basic in Residential Area

The rapid growth of a gated community in Malaysia is due to public concerns over the safety of their family.Currently this concept has expanded to almost all cities over the world.In Malaysia, the concept of gated and guarded communities has more concentrated to the big cities which allow an increasing in the crime case problems.The concept of a gated and guarded community emphasizes the security issues from the physical aspects such as fencing and a combination of privacy and lifestyle of the population itself.While social capital is a concept that emphasizes the values in the individual itself as trust, a good network of relationships and mutual assistance to each other in the community.The method use is discourse analysis by using journals and other sources of reading as a reference.Therefore this study will discuss the extent to which the concept of a gated and guarded community with the addition of the social capital can ensure safety the residents.As a result, there are features in the social capital when combined with the physical aspects of a gated community to ensure community safety is guaranteed.
The Impact of Investment in the ICT on Palestinian Economic Growth

The study aimed to measure the impact of investment in the ICT sector on the economic growth in Palestine. The study used annual time series data during the period (2000-2018). The study concluded with some results such as (there is a positive impact of investment in the ICT sector on the economic growth in Palestine during the study period, a weak positive impact of the labour force in the ICT sector on the economic growth in Palestine).
Study on the Mapping of Research Data in the Republic of Moldova in the Context of Open Science

Abstract The Open Science concept represents a new approach to the way in which scientific research based on cooperation and new ways of knowledge dissemination is carried out and organized, using new digital technologies, new tools for collaboration, and R&amp;D infrastructure to ensure open access to research data. This study uses data collected in May - July 2018 within a survey that aimed at investigating the scientific data ecosystem in the Republic of Moldova. Findings show that, although there are some concerns about the loss of property rights and copyright infringement in case of sharing and open access to research data, Moldovan academia is ready to provide access to research data. The research has highlighted that a new challenge is needed to solve scientific data issues by creating new type of infrastructure to ensure data retention, broad access to research results for the purpose of their dissemination and use, and creating new research opportunities based on research data.
Research on the Correlation between the Learning Strategies on English Listening and the Corresponding Performance among College Students

Listening is very important for the learning of a language. We must ensure that there are language standardization and foundation of practice while learning any languages. By improving listening, the language communication ability can be improved. Learning other languages requires listening as the foundation of learning. In college English teaching, listening also takes very important position. However, due to the current situation of Chinese education and the characteristics of students' learning, Chinese students generally have a lower level of listening skills, and usually, most of them score very low in the listening part in level 4 or level 6 of the College English Tests. The root cause of this phenomenon is that listening test in some underdeveloped areas of China is not included as part of the test results of the middle and high school entrance examinations, and very often, listening was neglected in English lessons. As a result, many students end up with poor listening performance result. However, in college, the teaching of listening still follows the traditional education model of the past, and there are many lessons allocated to this aspect of English learning. In addition, there is almost no strategic guidance in the learning process, making students unable to begin on listening practice. Although both teachers and students tried to improve their listening skills, the results were unsatisfactory. Therefore, it is imperative to solve the problem of poor English listening level of students. Experts such as Huang Zidong and Wang Yu believe that strengthening strategic training is currently a very important method to improve students' English listening skills.
A study of self-organization of scientific communications: from statistical patterns to law

The article considers statistical laws of scientific communications and describes the phenomena and processes of self-organization in library science, science of science, and linguistics. Synergetics is chosen as the methodological basis of research.The aim of the study is to develop a synergistic concept of the emergence of statistical laws of information processes and phenomena in scientific communications for their generalization and presentation in the form of a single law.The concept of synergetics is developed for scientific communications as a manifestation of objectively existing but theoretically unsubstantiated quantitative relations between the subjects and objects of these communications (scientists, publications, and terms). The necessity of using stable distribution laws of probability theory for describing scale-invariant phenomena and processes is noted. In the mathematical sense, the stability of the distribution law is the property of preserving its type for any sum of random variables having this distribution. The mathematical abstraction of a ‘random variable’ in scientific communications takes on a clear concreteness. For Bradford’s regularity, the random variable is the number of articles on a particular topic in the journal; for Lotka’s regularity, it is the number of scholar’s publications; and for Zipf’s regularity, it is the frequency of using the word in the text.The study has determined the characteristic indicator of the stable law of the distribution of processes and phenomena in scientific communications, which is equal to the constant of the golden section.A synergistic concept of scientific communications is formulated as follows: scale-invariant processes and phenomena of self-organization are a manifestation of a stable distribution law of probability theory with a characteristic indicator equal to the constant of the golden ratio
Game as a method for increasing the efficiency of legal thinking

The present paper has as its object the investigation of the methodological basis for improving the effectiveness of legal thinking in game. The place of legal thinking is defined as a constitutive component of law and as a way of constructing legal reality. This paper identifies the problem of the need to improve the efficiency of legal thinking, proposes criteria for effective legal thinking (competitiveness, creativity, productivity, risk-orientation, proactivity, speed) and justifies why the game is the main methodological tool to increase the effectiveness of legal thinking. This paper focuses on the intersubjective context of the game, on the game methodological designs features, on the peculiarities of the game in the context of globalization. The problem of the educational crisis is designated primarily as a methodological crisis associated with the application of traditional teaching methods to the generation that requires new creative teaching methods. It is substantiated that the game from a methodological point of view allows to reorient the teaching of the discipline from the preferential appropriation of knowledge by students to their predominantly creative development and use. Unlike traditional teaching methods, the game helps not to accumulate and organize knowledge, but to generate it. Thanks to the game, a new type of thinking is being formed creative thinking.
The Development of the Modern Economy and Dynamic Innovative Pedagogy: Theoretical Aspect

Introduction.As one of the main tasks during the pedagogical internship, as part of the four years Affiliated Honorary Research Fellow program at Fil.Dr. Jan-U.Sandal Institute, I had to carefully prepare and give three
Green Architecture Concept Application on USU Kwala Bekala Library

The library is one of the building functions needed in the university's development standards. A library serves as a place to find information and collections as well as an educational recreation place. Not only providing facilities for the academic community, but Library also expected to be useful for all people, especially those in the surrounding area. For this reason, the supporting area of Science Techno Park which is an area for the development of economic and educational activities in USU ​​Kwala Bekala campus and its surroundings chooses Library as one of its facilities. In USU Kwala Bekala master plan, the location of Library is in the entrance zone with 16 Ha area. This zone is the gateway of USU Kwala Bekala area so the concept of "building as a gate" is forming the building mass. The site forms two separate parts due to its area which surrounded by the main road and separated by other collector roads. The goals of this project are how to design a campus environment that cares for the surrounding environment, can provide comfort to its users, and can create sustainable buildings. After analyzing and implementing the concept of green architecture, the final design concept are two building masses connected with sky bridge which can accommodate 723 seats, windows and inner court to allow the airflow and natural light enters the rooms, secondary skin and vines as its facade to buffer over sunshine and noises, water and trash recycling treatment to reduce clean water use, and solar panel as additional electricity energy.
Modelling environment for analyzing the algorithms for 3D reconstruction of videoendoscopic research objects

Three-dimensional reconstruction based on the results of video endoscopic examination is a promising area for supporting medical diagnostics and treatment planning for a wide range of pathologies. Nevertheless, the assessment of the results of such reconstruction and verification of the correspondence of the obtained three-dimensional model to the original scene is significantly challenging. As a solution to this problem, the possibility of using a modelling environment to emulate the process of obtaining source video endoscopic data from the generated scene is suggested. The problem of three-dimensional modelling of the esophagus using the Autodesk 3ds Max environment and the Arnold visualization engine is considered. The paper describes the procedural generation of textures for the model and proposes the using Periodic Spatial Generative Adversarial Network models based on convolutional neural networks. To compare the result of reconstruction with a scene, generated using the proposed modelling environment, an optimality criterion is introduced, by which the individual stages of the three-dimensional reconstruction algorithm are compared when the model is optimized using the bundle adjustment method.
An Enhanced Twitter Corpus for the Classification of Arabic Speech Acts

Twitter has gained wide attention as a major social media platform where many topics are discussed on daily basis through millions of tweets.A tweet can be viewed as a speech act (SA), which is an utterance for presenting information, hiding indirect meaning, or carrying out an action.According to SA theory, SA can represent an assertion, a question, a recommendation, or many other things.In this paper, we tackle the problem of constructing a reference corpus of Arabic tweets for the classification of Arabic speech acts.We refer to this corpus as the Arabic Tweets Speech Act Corpus (ArTSAC).It is an enhancement of a modern standard Arabic (MSA) tweet corpus of speech acts called ArSAS.ArTSAC is more advantageous than ArSAS in terms of its richness of annotated features.The goal of ArTSAC is twofold: Firstly, to understand the purpose and intention of tweets which act in accordance with the SA theory, and hence positively influencing the development of many natural language processing (NLP) applications.Secondly, as a future goal, to be used as a benchmark annotated dataset for testing and evaluating state-of-the-art Arabic SA classification algorithms and applications.ArTSAC has been put in practice to classify Arabic tweets containing speech acts using the Support Vector Machine (SVM) classification algorithm.The results of the experiments show that the enhanced ArTSAC corpus achieved an average precision of 90.6% and an F-score of 89.6%.Substantially it outperformed the results of its predecessor ArTSAC corpus.