Reviewerly/exHarmony huggingface dataset:
Perceptual learning styles and multimodality in EFL education: the digital learning style and social networks

Learning English as a Foreign Language (EFL) is one of the greatest challenges for Spanish students. It is a complex process that involves many individual variables that need to be considered by teachers and learners. Since the late 1990s, research in the field of Applied Linguistics has been focused on learning styles as one of the internal individual variables describing the way learners process the information provided in class. Despite the growing interest in learning styles, research is recent and, therefore, limited. Besides, technology has been a revolution in educational contexts. In this sense, the integration of Information and Communication Technology (ICT) at educational centres has created a new technological context that must be taken into account in analyses. This work examines the impact of learning styles in the language classroom setting. In particular, it deals with student’s preferable perceptual channels in the new technological context. More specifically, it aims to demonstrate that a new perceptual learning style has emerged in the EFL classroom: the digital learning style. Finally, this work shows a teaching proposal that intends to demonstrate that social networks are a useful tool to be used in class because they create a multimodal context that makes language teaching and learning processes easier and more effective, as it promotes the students’ digital learning style in the language classroom
The formation and assessment of meta-subject skills of students in the classroom mathematics

In article some methods of formation of metasubject abilities of pupils by means of problem solving of applied orientation on maths classes are considered.Also one of methods of assessment of effectiveness of formation of metasubject abilities is given.Key words:
right2readproj because recognizing common rimes bad skill ...

@right2readproj because recognizing common rimes bad skill for decoding?...could have said fill in the blank or complete common word by matching onset to the rime
Click fraud detection rules

Effective detection of clicks on websites done by automatic computer programs is a valuable tool in the fight against this type of fraud and gives immediate measurable benefit in the form of savings for poorly targeted advertising. The purpose of the study described in the article was to present the unsupervised learning method, which results in a set of rules that allow for effective detection of bots that are responsible for the click frauds, assuming that their behavior differs in some aspects from human behavior. This analysis proves that involving device type as an extra variable improves the effectiveness of rules used for fraud detection and that the proposed algorithm provides a flexible and efficient solution for the given problem.
A Need Analysis of ESP For Office Administration Program at SMK Negeri 2 Purworejo in the Academic Year of 2018/2019

The objectives of the study are to describe the textbooks used by English teachers at present and its quality for Office Administration program; to explain to what extend do the teachers and the students need of ESP-Content based English materials in their English textbook and to describeEnglish skills and the material of ESP for Office Administration students. To get the data for the study, two sets of questionnaire were used. First was questionnaire for teacher, second questionnaire for students. The steps for analyzing the data were (1) Selecting the data from the result of the questionnaire ,(2) Identifying the data about student’s need in the ESP material and the English textbook, (3) Classifying the data from the teacher and student’s answer,(4) Calculating percentage of answers in the questionnaire,(5) Making conclusion.The result of the study shows that teacher used two English textbooks in teaching English. The English textbooks have a good quality, in term of the learners’ activities, the picture and illustration. However the material in the textbook was not appropriate with the student need in Office Administration Program. The students and the teacher need English textbook which contains with the ESP. The English textbook should contain the items based the students need and theEnglish skill needed by the students in Office Administration Program.
Quantifiers and Theories : A Lazy Approach

In this thesis we study Automated Theorem Proving (ATP) as well as Satisfiability Modulo Theories (SMT) and present lazy strategies for improving reasoning within these areas. A lazy strategy works ...
Role Recognition Method Based on Network Flow Characteristics

Network user behavior analysis is very important for the security of large organizations' intranet. In order to analyze the behavior of Intranet users, it is necessary to identify the roles of Intranet users. In this paper, a role recognition method based on network flow characteristics is proposed for organizational intranet, which is a specific network space. Firstly, the interactive distribution characteristics of network flow based on information entropy are used to describe the distribution characteristics of different network nodes. Secondly, traffic characteristics are used to analyze the interaction flow between nodes. Finally, based on these feature sets, Stochastic Forest method is applied to recognize the role of intranet. Experiments on real intranet data verify the effectiveness of the proposed method.
Teks Editorial dalam Tajuk Sindonews Edisi November 2018

ABSTRAK Penelitian ini bertujuan untuk mengkaji teknik penalaran argumen dalam Tajuk Sindonews Edisi November 2018 dan pola penalaran argumen dalam Tajuk Sindonews Edisi November 2018. Penelitian ini menggunakan pendekatan kualitatif jenis analisis teks.Berdasarkan hasil analisis, ditemukan beberapa teknik penalaran argumen dan pola penalaran argumen dalam Tajuk Sindonews Edisi November 2018. Teknik penalaran yang ditemukanadalah (1) sebab akibat dengan argumen level 2, (2) deduktif dengan argumen level 2, (3) induktif dengan argumen level 2, (4) analogi dengan argumen level 2, (5) sifat manusia dengan argumen level 2, (6) bobot relatif dengan argumen level 2, (7) bobot relatif dengan argumen level 3, (8) bobot relatif dengan argumen level 4, dan (9) bobot relatif dengan argumen level 5. Sedangkan pola penalaran yang ditemukan adalah (1) primer versi 1, (2) primer versi 2, (3) primer versi 3, (4) primer versi 4, (5) primer versi 5, dan (6) sekunder versi 1. Kata Kunci :teks editorial, teknik penalaran argumen, pola penalaran argumen ABSTRACT This study aims at analyzing the argument logical techniques in Tajuk Sindonews November 2018 Edition and the argument logical patterns in Tajuk Sindonews November 2018 Edition. This study uses qualitative approach with text analysis genre. Based on analysis result, some argument logical techniques and argument logical patterns has been discovered. Those argument logical techniques are: (1) cause-consequence with 2nd level argument, (2) deductive with 2nd level argument, (3) inductive with 2nd level argument, (4) analogy with 2nd level argument, (5) human characteristic with 2nd level argument, (6) relative weight with 2nd level argument, (7) relative weight with 3rd level argument, (8) relative weight with 4th level argument, and (9) relative weight with 5th level argument. While the argument logical patterns are: (1) primary 1st version, (2) primary 2nd version, (3) primary 3rd version, (4) primary 4th version, (5) primary 5th version, and (6) secondary 1st version. Key Words : Editorial, argument logical technique, argument logical pattern Normal 0 false false false IN X-NONE X-NONE /* Style Definitions */ table.MsoNormalTable{mso-style-name:Table Normal;mso-tstyle-rowband-size:0;mso-tstyle-colband-size:0;mso-style-noshow:yes;mso-style-priority:99;mso-style-qformat:yes;mso-style-parent:;mso-padding-alt:0cm 5.4pt 0cm 5.4pt;mso-para-margin-top:0cm;mso-para-margin-right:0cm;mso-para-margin-bottom:10.0pt;mso-para-margin-left:0cm;line-height:115%;mso-pagination:widow-orphan;font-size:11.0pt;font-family:Calibri,sans-serif;mso-ascii-font-family:Calibri;mso-ascii-theme-font:minor-latin;mso-fareast-font-family:Times New Roman;mso-fareast-theme-font:minor-fareast;mso-hansi-font-family:Calibri;mso-hansi-theme-font:minor-latin;mso-bidi-font-family:Times New Roman;mso-bidi-theme-font:minor-bidi;}
TO THE QUESTION OF FORMATION OF COMPETENCE RESEARCH SKILLS OF FUTURE TEACHERS OF HIGHER EDUCATION INSTITUTIONS

The basic approaches to the formation of research skills of students as future teachers were revealed; the content and structure of pedagogical evaluation of research skills, technologies of its implementation and possibilities of application in the process of formation of research skills of students; the method of pedagogical evaluation of research skills was described.In today’s high school pedagogical diagnostics as the practice of identifying quality educational activities and the reasons for its successes and failures plays a significant role.
Searching for Interpretable Demographic Patterns

Nowadays there is a large amount of demographic data which should be analyzed and interpreted. From accumulated demographic data, more useful information can be extracted by applying modern methods of data mining. Two kinds of experiments are considered in this work: 1) generation of additional secondary features from events and evaluation of its influence on accuracy; 2) exploration of features influence on classification result using SHAP (SHapley Additive exPlanations). An algorithm for creating secondary features is proposed and applied to the dataset. The classifications were made by two methods, SVM and neural networks, and the results were evaluated. The impact of events and features on the classification results was evaluated using SHAP; it was demonstrated how to tune model for improving accuracy based on the obtained values. Applying convolutional neural network for sequences of events allowed improve classification accuracy and surpass the previous best result on the studied demographic dataset.
Robust Object Tracking Based on Multi-granularity Sparse Representation

Even though recent advances in object tracking have shown notable results in tracking efficiency, many of these algorithms are not powerful enough for its adaptation to appearance changes caused by intrinsic and extrinsic factors. In this paper, a robust object tracking method based on multi-granularity sparse representation has been proposed to exploit not only the effectiveness of holistic and local features but also make use of the representation ability of multiple patches under different granularity. For the first part, contour templates have been introduced to combine with PCA basis vectors and square templates to enhance the observation model’s ability to resist the appearance changes of the target. For the second part, a novel block-division scheme is designed for multi-granularity sparsity analysis, which takes into account the joint representation ability of the target patches with different sizes. At last, in order to reduce tracking model’s drift phenomenon due to model update, an adaptive update mechanism is designed by combining occlusion ratio and incremental HOG feature. Both qualitative and quantitative evaluations have been conducted on OTB-2013 datasets to demonstrate that the proposed tracking algorithm outperforms several state-of-the-art methods.
Serverless Big Data Processing using Matrix Multiplication as Example.

Serverless computing, or Function-as-a-Service (FaaS), is emerging as a popular alternative model to on-demand cloud computing. Function services are executed by a FaaS provider; a client no longer uses cloud infrastructure directly as in traditional cloud consumption. Is serverless computing a feasible and beneficial approach to big data processing, regarding performance, scalability, and cost effectiveness? In this paper, we explore this research question using matrix multiplication as example. We define requirements for the design of serverless big data applications, present a prototype for matrix multiplication using FaaS, and discuss and synthesize insights from results of extensive experimentation. We show that serverless big data processing can lower operational and infrastructure costs without compromising system qualities; serverless computing can even outperform cluster-based distributed compute frameworks regarding performance and scalability.
Vision Based Control for Industrial Robots : Research and implementation

The automation revolution already helps in many tasks that are now performed by robots.  Increases in the complexity of problems regarding robot manipulators require new approaches or alternatives ...
Quantization of deep convolutional networks

In recent years increasingly complex architectures for deep convolutional networks (DCNs) have been proposed to boost the performance on image recognition tasks. However, the gains in performance have come at a cost of substantial increase in computation and model storage resources. Implementation of quantized DCNs has the potential to alleviate some of these complexities and facilitate potential deployment on embedded hardware. In this paper, we experiment with three different quantizers for the implementation of DCNs. We denote them by min-max quantizer (MMQ), average quantizer (AQ) and histogram average quantizer (HAQ). We used a set of 8 different bit-widths (i.e one, two, …, eight bits) to quantize each DCN’s weight to run our experiments. Experimental results show that due to the non-destructive effect on the original distribution of HAQ, it outperforms both MMQ and AQ.
Research Guides: RDG/WRT Classes: Finding Sources with Library Databases

This guide will help students in RDG and WRT classes find library resources for their assignments.
Investigating the Social Return on Technical Investments

In this paper, we examine the importance of the use of the social Return of Investment (SROI) method by investors, company managers in the evaluation of a particular technical investment or activity.The SROI analysis method differs from other financial valuation methods because it collects and analyses information about the social value of the resources used by the activities.In most cases, the economic analysis of investments does not contain such information, and neither such that would examine the impact of these resources on society.As a result of the SROI analysis, qualitative, quantitative and financial data are available on the project, providing the end-user with information on the social values of the examined investment.This issue is particularly important for environmental investments financed by the European Union.
Punishment Analysis of Cyber Pornography in the Iranian Criminal Justice System

Today, pornographies are one of the fundamental challenges in cyberspace that have caused a serious threat to the security of that space. In the aftermath of this threat, the legislator has criminalized and punished pornography in cyberspace. Accordingly, it seems necessary to analyze the punishments the legislator has considered for this phenomenon. The responses the legislator makes to a variety of pornographers are according to the government-official model. Now, regarding the government&amp;rsquo;s responses in the form of punishments such as imprisonment, flogging and execution, it is important to evaluate its punishment. The present paper analyzes the computer pornography punishment by analytic-descriptive method and emphasizing on the Iranian criminal justice system.
Flow Analysis of Payment Transactions in SAP Reduction of Data with Some Testing Method in PT XYZ

PT XYZ expands service with changing business portfolio Fixed, Mobile, and Multimedia (FMM) to Telecommunications, Information, Media and Edutainment (TIME) to be competitive in the telecommunications market. POTS services are one of those services with fixed wireline and indiehome broadband are the main products. It due to customers needs a wireline telephone service with fast connectivity. This development provided directly increase the number of customers. Accordingly, the SAP database on the currently PT XYZ server has been taking the data with large capacity. This resulted in an SAP system in organization impaired operation within a certain period (downtime). To overcome the problems, PT XYZ performs data reduction of the payment transaction from current server to a new server. A process is needed to ensure that each transaction unit using reduced and migrated data to run properly on the new server. Therefore, a testing process is needed to test every unit of the payment transaction data reduction. Tests were conducted using a black-box test, system integration test, and user acceptance test to determine if there are defects or bugs in the system. The expected results in this study are an analysis of system testing of SAP applications.
Cinema Philosophy, Modeling Method, and the Problems of Decadent Cinematic Work of Art

The article produces interpretation of cinema through the re-construction of a multi-level pattern of the "decadent" film. This pattern descends from the author’s reconstruction of the similar pattern of a work of art in general, which includes a number of levels (anthropological, narrative, and world-view levels) and codes (thanathological/code of death, feminological, code of overman / of degeneration, code of insanity). The cinematic work of art includes in its pattern a number of specific levels: morphological, stylistic, intertextual, rhythmical, audial, tactile, montage, as well as specifically cinematic and narrative levels. Morphological level in the "decadent" film is regarded as a basical one as it constitutes both plastic structure of the filmic reaity and chronotopical shape subjected to the fluent and open composition, shaped as the "coup de fouet" visual line. Stylistic level is regarded as its sub-level oriented towards art nouveau aesthetical principles. The rhythmical level is also directly related to the morphological as that fluent and hectic first of all as a camera movement. The audial one is determined by the general rhythm of the complex soundtrack, including music. The rhythmical level is also related to the rhythm of montage, which is highly symbolized in the decadent cinema. The tactile level includes the complex extrascreen sensuality since the decadent cinema from E. Bauer (1913) regards the touch as a screen symbol. The intertextual level constitutes both the complex intertextuality of art nouveau visual and symbolist literary texts and the specific cinematographic intertextuality.Aricle received 23.04.2018
The Effectiveness of Think Talk Write TTW Strategy to Improvent Students Ability in Writing on Recount Text ( The Experimental Research at the Seventg Grade og MTs Daarul Ahsan JayantiTangerang)

Winda Arista, 122301288, 2019 “The Effectiveness of Think Talk Write TTW Strategy to Improvent Students Ability in Writing on Recount Text ( The Experimental Research at the Seventg Grade og MTs Daarul Ahsan JayantiTangerang). Undergraduate research poaper, Department of English Education, Faculty of Education And Teacher Training, The state University for Islamic Studies “Sultan Maulana Hasanuddin Banten”. This research investigate the effectiveness of Think Talk Write TTW Strategy to Improve Students Ability in Writing on Recount Text. This Research conducted based on the problem 1) How the students ability in Writing on reacount text? 2). How is the effectiveness of Think-Talk-Write (TTW) strategy at the seventh Grade of MTs Daarul Ahsan? To answer the question the researcher collects data from 44 students spread into two classes, one class experimental class and another one is control class. The researcher takes the sample from VII A as experimental class and VII B as control class. Futhermore, the researcher used pre-test and post-test to collect the data. The conclusion of this research, the writer found that students post test perforamnce improved significant. It can be see the result of both tt and to with degree of significance 5% = 2,02 and 1% = 2,69. It indicate that to>tt or 2,75>2,02 and 2,75>2,69. Because to is bigger than tt both at the 5% significance and the 1% significance level, it means that there is an effectiveness of Think Talk Write (TTW) strategy to improve student writing on recount text. Keyword: Think Talk Write, Writing, Recount Text
Through the Eyes of a Programmer: A Research Project on how to Foster Programming Education with Eye-Tracking Technology

Nowadays, there is a high demand for programming expertise on the labor market. New technologies such as eye tracking could help to improve programming education and thereby help to fulfill this demand. For instance, Eye Movement Modeling Examples (EMMEs) are learning videos that visualize a person’s (the model’s) eye movements while s/he demonstrates how to perform a (programming) task. The eye movements can, for in-stance, get visualized as moving dots onto a screen recording. By observing where an expert programmer looks, programming beginners might better understand what s/he is doing and referring to. Recent studies showed promising first results about the beneficial effects of using EMMEs in programming education. In this manuscript, we present a research project that aims to provide evidence-based guidelines for educational practitioners on how to use eye-tracking technology for programming training. We first introduce the basic concept of EMMEs and exemplary gaps in literature. We then present our first empirical study on how different instructions affect expert programmer’s eye movements when modeling a debugging task (and hence EMME displays). With this manuscript, we hope to inspire more programmers to use eye-tracking technology for programming education.
Heteroskedasticity in excess Bitcoin return data: Google trend vs. GARCH effects

This paper examines the mixture of distribution properties associated with heteroskedastic excess Bitcoin return data, using the volume of Google search queries as a proxy for the information arrival time, from a monthly data sampling period of June 2010 to May 2019.The results show that the volatility coefficients become highly statistically insignificant when the lagged volume of search queries is included in the conditional variance equation of the GJR-GARCH-M model.This clearly suggests that the volume of search queries is shown to provide significant explanatory power regarding the variance of heteroskedastic excess Bitcoin return, which can be traced from the ARCH process defined in the GJR-GARCH-M specification.A significant negative relationship between the conditional volatility and the volume of search queries indicates that Internet (online) information arrival reduces the risk premium in the Bitcoin market, which may improve market stability.
The Evaluation of Financial Participation Banking System in Turkey in the context of Sentiment Analysis

In Turkey, a lot of researches were made on the interest-free finance system.In these researches, the survey and interview methods were used in general, and this situation caused the researches in question to be limited to a certain audience.In addition, the subjects and results of these researches were
Formation of motivation of educational activities of students in teaching mathematics

The article deals with the formation of positive motivation for the teaching of university students.Increasing the motivation of students' learning activities is an effective way to improve the results of mastering the program and improving the learning process.It is said that one of the main tasks of the teacher is the development of cognitive interest as the main motive of learning activities.Described as using a system of properly defined and selected methods can increase the motivation to learn from a student, which is the main driving force of the educational process.