Reviewerly/exHarmony huggingface dataset:
Implementation of Word Monopoly as a Learning Media to Improve Creative and Moral Attitudes in the Students of Class IV Students in Grade IV of SDN Srengseng Sawah 15 Pagi

This study aims to apply the word monopoly as a learning medium to improve creative thinking and moral attitudes in the content of the PPKN class IV Srengseng Sawah 15 Pagi.This study uses the method of action research model Kemmis and Taggart, which includes four stages, namely (1) planning, (2) action, (3) observation, (4) reflection.The results showed that the use of the word monopoly media was able to improve the ability to think creatively in the fourth grade students of SDN Srengseng Sawah 15 Pagi, especially on the theme of the beauty of togetherness; By carrying out the word monopoly game which includes images and question questions related to the material beauty of togetherness, students are grouped 5-6 students in each group to answer each question in the monopoly of the words printed on each of the general and special funding questions and students present the accelerator by giving ideas, ideas or solutions, honesty, confidence, and courage to solve questions that are in the game; The advantage of word monopoly media is being able to improve the ability to think creatively, able to increase student activeness, speaking skills when expressing their opinions, communicating diverse answers, being able to issue ideas or solutions in solving problems.
Enhancing Collaboration Between Security Analysts in Security Operations Centers

Security Operations Centers (SOCs) collect data related to the information systems they protect and process it to detect suspicious activities. In this paper we explain how a SOC is organized, we highlight the current limitations of SOCs and their consequences regarding the performance of the detection service. We propose a new collaboration process to enhance the cooperation between security analysts in order to quickly process security events and define a better workflow that enables them to efficiently exchange feedback. Finally, we design a prototype corresponding to this new model.
Enhancing students' learning motivation through bibliocounseling technique

The present study aimed at enhancing students' learning motivation using bibliocounseling technique. This was a pre-experimental study with one group pretest-posttest design. The subjects of the study were 11th grade students of a Senior High School. They were selected through purposive random sampling. The instrument of the study consisted of learning motivation scale and observation guide. The data of the study were analyzed by descriptive analysis and Wilcoxon test. The result of the study showed that there was a difference between the score of pre-test and post-test, there was a 37% increase from the category of intermediate into high. While, the result of statistical analysis on the Wilcoxon test exhibited the significance value of 0.011 &lt; 0.05, in other words, there is differences between pre- and post- treatment, therefore, the proposed hypothesis was accepted. The result of the study showed that the subjects experienced learning motivation improvement because he/she implemented bibliocounseling. Therefore, it could be concluded that bibliocounseling technique is effective to improve students’ learning motivation.
On the Importance of Combining the Theoretical Teaching and Practical Teaching of College Sailing Club Courses-Taking Qingdao University of Science and Technology as an Example

The 18th National Congress of the Communist Party of China put forward the maritime power strategy. College students shoulder the heavy responsibility of building a maritime power, and they can get close to the ocean and appreciate the charm of the sea through participating in sailing. In recent years, with the rapid development of sailing in China, more and more colleges and universities have begun to participate in the sailing. For example, Xiamen University on behalf of China to participate in the World University Sailing Championships, and Qingdao University of Science and Technology on behalf of China to participate in the Russian St. Petersburg University Regatta. More and more sailing teams of universities went abroad to the world. In 2017, the China University Student Sailing Championship attracted more than 30 colleges and universities from all over the country. There are sailing courses in the universities that performance well in sailing races, such as Xiamen University, Qingdao University of Science and Technology, Dalian Maritime University. These courses are loved by many students, and the sport is especially appealing to students who like challenges, brainstorm and enjoy good physical constitution. Sailing is a combination of intelligence and physical strength. Theory and practical teaching are both very important in teaching. If the teacher combines theory and practical teaching in the teaching process, then the students will have a more solid grasp of the learning content in the sailing course, and their learning process will be more secure.
Collaborative classification mechanism for privacy-Preserving on horizontally partitioned data

We propose a novel two-party privacy-preserving classification solution called Collaborative Classification Mechanism for Privacy-preserving (C2MP2) over horizontally partitioned data that is inspired from the fact, that global and local learning can be independently executed in two parties. This model collaboratively trains the decision boundary from two hyper-planes individually constructed by its own privacy data and global data. C2MP2 can hide true data entries and ensure the two-parties' privacy. We describe its definition and provide an algorithm to predict future data point based on Goethals's Private Scalar Product Protocol. Moreover, we show that C2MP2 can be transformed into existing Minimax Probability Machine (MPM), Support Vector Machine (SVM) and Maxi–Min Margin Machine (M4) model when privacy data satisfy certain conditions. We also extend C2MP2 to a nonlinear classifier by exploiting kernel trick. Furthermore, we perform a series of evaluations on real-world benchmark data sets. Comparison with SVM from the point of protecting privacy demonstrates the advantages of our new model.
Applying Continuous Integration for Increasing the Maintenance Quality and Efficiency of Web App

In order to project resource management and time control, software system needs to be decomposed into subsystems, functional modules and basis components.Finally, all tested components have to integrate to be the complete system.Applying IID (Iterative Incremental Development) mechanism, agile development model becomes the practical method to reduce software project failure rate.Continuous integration (CI) is an IID implementation concept which can effectively reduce software development risk.Web app with high change characteristic is suitable to use agile development model as the development and maintenance methodology.The paper depth surveys CI operating environment and advantages.Introducing CI concept can make up the moving target problems to impact of Web app.For this, the paper proposes a Continuous Integration based Web Applications Maintenance Procedure (CIWAMP) to assist the system integration operating.Based on CI characteristics, CIWAMP makes Web app can be deployed quickly, increase stakeholder communication frequency, improve staff morale, and effectively reduce Web app maintenance quality and efficiency.
An Iterative Solution of the 2-D Non-Linear Magnetic Inversion Problem with Particular Attention to the Anisotropy of Magnetic Susceptibility of Rocks

A new method of the solution of the 2-D non-linear magnetic inverse problem is considered as a tool for reconstructing the shape of large synforms that contain strongly magnetic layers. It is based on an interpretation model consisting of two components. The first is a 2-D geometrical model which imitates a synform cross-section normal to the synform strike. The second is a set of elementary layers making up a fold model. A specific feature of the layers is their magnetic susceptibility values that are different in directions parallel and normal to planar shape fabrics of rocks. That is why of particular interest has been a consideration of the impact of the magnetic susceptibility anisotropy of rocks in a measured magnetic field. It has been shown that it can be significant and should be taken into account at solving the magnetic inversion.
Special Issue on Astrophysics &amp; Geophysics: Research and Applications

The earth’s layers and space are media permanently exposed to the influences of numerous perturbations characterized by time- and space-dependent intensity. For this reason, the detection of astrophysical and terrestrial events and their influences, as well as the development and application of various models, must be based on observational data. The aim of this Special Issue, “Astrophysics &amp; Geophysics: Research and Applications” in Data, is to engage a wide community of scientists to reorganize and expand current knowledge in this field. This Special Issue contains five articles, which include a wide range of topics such as big data in astrophysics and geophysics, data processing, visualization and acquisition, Earth observational data, remote sensing, etc. We hope that the topic of this Special Issue of Data will be of continued interest and we look forward to seeing progress in this field.
Identify and Critically Examine Some of the Main Contemporary Issues and Challenges Facing Secondary School Leaders in China

This study is about issues and challenges of secondary school leaders are facing in China. It is seen as presenting the following features: lack of efficient funds in a secondary education which has become the sector of rapid growth with a decentralization of the Ministry of Education administration; run-off of high quality teachers in a competitive market economy; lower quality of teaching and learning between dilemmas of the traditional exam--oriented education and the new quality-oriented education that is being implemented as the Programme on Quality Education in the New Century which aims at developing quality of education. It is also seen as presenting the strategies in educational managements for principals as means to alleviate the problems in Chinese secondary schools.
SAES: An Introduction to Self-Adapting Exploratory Structures

Self-adapting exploratory structures (SAESs) are the basic components of exploratory search. They are abstract structures which allow searching or querying of an information base and summarizing of results using a uniform representation. A definition and a characterization of SAES is given, as well as a discussion of structures that are SAES or can be modified in order to become SAES. These include dynamic taxonomies (also known as faceted search), tag clouds, continuous sliders, geographic maps, and dynamic clustering methods, such as Scatter-Gather. Finally, the integration of these structures into a single interface is discussed.
Detecting coupling directions with transcript mutual information: A comparative study

<p style='text-indent:20px;'>Causal relationships are important to understand the dynamics of coupled processes and, moreover, to influence or control the effects by acting on the causes. Among the different approaches to determine cause-effect relationships and, in particular, coupling directions in interacting random or deterministic processes, we focus in this paper on information-theoretic measures. So, we study in the theoretical part the difference between directionality indicators based on transfer entropy as well as on its dimensional reduction via transcripts in algebraic time series representations. In the applications we consider specifically the lowest dimensional case, i.e., 3-dimensional transfer entropy, which is currently one of the most popular causality indicators, and the (2-dimensional) mutual information of transcripts. Needless to say, the lower dimensionality of the transcript-based indicator can make a difference in practice, where datasets are usually small. To compare numerically the performance of both directionality indicators, synthetic data (obtained with random processes) and real world data (in the form of biomedical recordings) are used. As happened in previous related work, we found again that the transcript mutual information performs as good as, and in some cases even better than, the lowest dimensional binned and symbolic transfer entropy, the symbols being ordinal patterns.
The relationship between level of knowledge and attitude towards behavior in choosing healthy snacks of 4th and 5th grade students

Snacks of elementary school students have an important role in fulfill the adequacy of energy and nutrients for the growth and development of children. The objective of this research was to investigate the relationship between level of knowledge and attitude about healthy snacks towards behavior in choosing healthy snacks at the 4th grade and 5th grade students in a public elementary school in Pekanbaru. This research used descriptive correlational method with cross sectional approach. The data were collected from 74 samples by distributing questionnaires using simple random sampling technique with the variables were knowledge about healthy snacks and attitude about healthy snacks and choosing healthy snacks behavior. Most of students have good knowledge (68.9%) and have a negative attitude (55.4%) about healthy snacks and have good behavior (67.6%) in choosing snacks. There was no correlation between knowledge about healthy snacks and the behavior of choosing snacks (p value = 1000) and there was no relationship between attitude about healthy snacks and choosing snack behavior (p value = 0.369). Elementary school teachers always need to control of all types of snacks that are sold in the school.
The Effects of Media Exposure to Students’ Core Values

This study is conducted to identify the effects of media exposure to students' core values.Descriptive correlational method was utilized in the study with 380 students and 50 teachers in a Catholic Educational institution in Northern Philippines.Results revealed that media exposure greatly influenced the manifestation of students on their school's core values which are true Christian living, academic excellence, professional responsibility and social involvement and awareness.Further, there is a significant difference on the assessment of teachers and students on the manifestation of core values and media exposure.Finally, educational level greatly influences the media exposure and manifestations of core values of students.
Single Image Super-Resolution

Super-Resolution (SR) of a single image is a classic problem in computer vision.The goal of image super-resolution is to produce a high-resolution image from a low-resolution image.This paper presents a popular model, super-resolution convolutional neural network (SRCNN), to solve this problem.This paper also examines an improvement to SRCNN using a methodology known as generative adversarial network (GAN) which is better at adding texture details to the high resolution output.
Digital Assets Price Forecast Based on POW Mining Mechanism

With the birth of blockchain technology, digital assets such as Bitcoin have also rapidly developed.In recent years, although the development of digital assets has been blocked by national policies, it is still favored by many investors in the capital market.Today, the price of Bitcoin has reached as high as 4000 $, and some early investors in Bitcoin have received rich returns.But the fluctuations in bitcoin prices are also difficult for investors to ponder, and even let some people lose their money.By analyzing the factors affecting the price of bitcoin, this paper predicts the trend of bitcoin price through linear regression model through the difficulty of mining based on POW mechanism and people's attention to digital assets (Google Trend Index), thus providing investors with some reference comments.
Litho-Structural Analysis of the Jarawa Complex, Northcentral Nigeria

The Jarawa Younger Granite Complex of Northcentral Nigeria is part of a larger belt of the Jurassic Younger Granite suite of Northern Nigeria.They are intruded into older Basement Complex rocks and are therefore structurally controlled by the pre-existing structures in the basement.Though this area is interesting in terms of geology and tectonic setting, detailed geological and structural interpretation of features in the area is lacking due to limited accessibility occasioned by the rugged/hilly nature of the terrain.Principal Component Analysis (PCA), Minimum Noise Fraction (MNF) and Band Ratio (BR) techniques were applied on Landsat 8 data for lithological discrimination while for structural interpretation, filtering techniques of edge enhancement and edge detection were applied on Digital Elevation Model (DEM) acquired by Shuttle Radar Topographic Mission (SRTM) sensor.The PCA, MNF and BR were useful for preliminary lithological and structural discrimination between different rock units in the area.For structural interpretation, DEM was used to generate shaded relief model and edge maps which enable detailed structural interpretation.Geologic fieldwork was further conducted to validate structures and units identified from image processing.Field investigations revealed five litho-textural units including Basement Complex, Hornblende-Biotite-Granite, Biotite-Microgranite, Jarawa Biotite-Granite and Jarawa Biotite-Microgranite. Foliations observed at the contact between the Younger Granite Complex and the Basement complex averagely trend NE-SW; the Rafin Jaki Granite Porphyry Dyke which range in size from 0.3 -0.9 meters is seen to harbour xenoliths of older Basement rocks mostly at the contact between the two.Joints and veins in the Jarawa biotite granite, biotite micro granite, dolerite dykes and Rafin jaki granite porphyry show a dominant trend of NW-SE; joints and veins in the hornblende biotite granite and migmatite gneisses show a dominant trend of NNE-SSW, hornblende granite porphyry shows a NE-SW trend and the Jarawa microgranite shows N-S, ENE-WSW dominant trend.The later rocks have a dominant trend of NW-SE with the exception of the Jarawa microgranite that is almost in alignment with the earlier rocks and the rocks of the basement which show a NNE-SSW dominant trend.The dominant trend of the basement; NNE-SSW, and the NW-SE, NE-SW, N-S, and ENE-WSW of the granitic rocks within the study area correspond with the major structural directions of N-S, NE-SW, NW-SE, NNE-SSW and ENE-WSW of the Basement Complex and Younger Granite Ring Complex.These results have important implications in terms of regional tectonics and geological mapping as well as mineral exploration and geotechnics.
PENGARUH PENGGUNAAN CAMPUR KODE DALAM PEMBELAJARAN BAHASA INDONESIA PADA SISWA SMPN 7 WOJA DOMPU

This study explores the use of code-mixing in Indonesian language learning used in the classroom of SMPN 7 Woja Dompu. The design of the study is a descriptive qualitative method that assigned students and teachers in SMPN 7 Woja. Data were collected using documentation, interviews, and translations. This results of this study show Indonesian language learning in is conducted using code-mixing between Bahasa Indonesia and local language in terms of words, phrases, and clauses. Mixed-shaped code words occur in total 95 words, phrases shaped mixing 107, and code-mixing clause shaped 43. The use of code-mixing that dominate in this research is mixed in the form of code phrases. The use of code-mixing in the learning affects teachers to facilitate learning, but students accept the code-mixing as their usual daily interactions.
Determining Multi-layer Perceptron Structure Using Clustering Techniques

This paper presents a new method to determine the optimal Multi-layer Perceptron (MLP_structure using pattern recognition and data mining. Using Clustering techniques on the dataset used to train the neural network and based on a given criterion, we can define a number of clusters. The results obtained from clustering of training dataset can be used as an indicator to determine the level of complexity of the problem to be solved. Based on the number of clusters obtained we can determine the number of hidden layers for an MLP. Different types of training datasets are taken into consideration such as interval, ordinal, categorical or mixture of different types of variables, which affect the distance measures to recognize clusters in a dataset. The experience from using these different types gives generalization capabilities to the proposed method. Using this method avoids making a complicated neural network structure by setting a more than required number of hidden layers. On the contrary, using few numbers of hidden layers makes the network unable to achieve a satisfactory performance, and this happens in the case of miscalculation of the level of complexity of the problem. Unsupervised training is considered in relation with the proposed method.
ПЕРСОНАЛЬНИЙ САЙТ ЯК ЗАСІБ ФОРМУВАННЯ ЦИФРОВОГО ІМІДЖУ НАУКОВО-ПЕДАГОГІЧНОГО ПРАЦІВНИКА

The article highlights the role and place of personal sites of the scientific and pedagogical personnel in the process of their image creation on the Internet. The significance of the personal site as a component of international scientific information systems which presents scientific publications such as sources of scientific, biographical and bibliographic analysis, in particular, scientific Internet services as ResarcherID, ORCID, Google Scholar, which provide the ability to enter and identify personal information on the principle of interactive data exchange technologies in the organized interface is discovered. The importance of personal site development for the scientific and pedagogical university personnel under a single university domain as one of the key factors in the growth of the level of the Internet presence of the educational organization is emphasized. Several types of personal sites are presented. The main requirements to the structure and content of the personal site of the scientific and pedagogical personnel are determined. The significance of the completeness and relevance of information materials that will be presented on the personal site is pointed out. The description of the development stages and the interface of the personal site of the scientific and pedagogical personnel is given, as well as described the work algorithm with the site. It is proved that professionally structured and filled page in accordance with established principles, the personal page allows to increase the level of qualification assessments during the rating evaluation of the scientific and pedagogical personnel significantly, which today is an important issue of increasing the world information rating of higher education institutions. The developed personal site is a considerable source of biographical and bibliographic information and can be used by the scientific and pedagogical personnel to solve scientific and practical problems of presenting additional personal information and the results of their own research to the entire scientific and pedagogical community on the Internet, which will allow higher education instructors to create their own digital images in the Internet space successfully.