Reviewerly/exHarmony huggingface dataset:
Introduction to R

R is undoubtedly one of the most popular languages for machine learning. It is a programming language and free software environment used mainly for statistical computing and data visualization. R has been used by academics, data scientists, and statisticians for a long time. It is a statistical language, which is excellent for machine learning, statistics, and use as a visualization tool. There is an integration between Microsoft technologies and R language that enhances the capability of machine learning in Microsoft applications and reports. R is an open source and proprietory language that is available for the Windows and Mac operating systems. It can be extended via packages [1]. This chapter provides an overview on installing RStudio, and how to extend the R capability via installing packages, R data structures, machine learning, and statistical analysis and visualization with R will be explained.
NAHSL: NAHSL Conference 2019: Scholarship Funding

The official website for NAHSL 2019: November 8, 2019, located at Sheraton Springfield at Monarch Place, Springfield, MA.
The Grand Piano Action Functioning Demystified thanks to the Multibody Approach

Piano actions are striking mechanisms whose functioning is based on dynamic principles. Producing a sound on a struck keyboard instrument by pressing a key slowly is impossible because the hammer needs momentum to hit the strings. For this reason, many modern studies on the piano take advantage of engineering tools in order to measure the exact behaviour of their actions in terms of time response, involved forces and displacement values. A complementary approach to study piano actions consists in modeling them, giving us a virtual mechanism to work with. In this case, the above-mentioned motion and behaviour are computed instead of being measured. The modeling approach used in this work, called multibody dynamics, consists in computing the motion and the forces acting upon each component of the action. Subsequently, the response of the mechanism to any key stroke can be computed and visualized. In this paper, the functioning of the most modern double escapement action found in grand pianos is demystified thanks to the multibody modeling features. The goal, which is mostly pedagogical, is achieved with three progressive models; the first one is a simplified version of the action to which components of the complete action have been (virtually) removed. The stepwise progression leads to a single escapement action for the second model, and finally to the full double escapement action for the third. Response to different types of touch are compared with literature.
Multiple Watermark Detection Robots by SPAMSVM Model for DCT, Histogram and LSB Method

Watermarking technology has been widely used to protect image copyrights. However, to extract a watermark from an image requires previous information on the technique used for embedding the watermark. Without the information the extraction process could be time consuming and less accurate. This paper proposed SPAMSVM model that can effectively and accurately identify a variety of watermarking techniques. The model made of the SPAM and SVM techniques to extract image feature values to train for detect. Experimental results showed that the proposed model can effectively identify the watermarking techniques used in the image embedment. Most were accurately identified with some minor errors in the histogram and LSB techniques. In future, more watermark techniques will be used for training, in order to identify more watermarking techniques and to improve accuracy.
Role of Information and Communication Technology in Applying Quality Control Procedures in Audit Offices in the Hashemite Kingdom of Jordan

The study aims to determine the impact of information technology on quality control elements and procedures, including vocational requirements, personal management procedures, client acceptance and continuance, audit performance, and following up and monitoring procedures used by auditing offices in Hashemite Kingdom of Jordan.&#x0D; &#x0D; The researcher has used descriptive analytical approach for conducting relevant literature reviews. In addition, a questionnaire has been distributed to study sample (i.e audit offices) in order to identify to which extent information technology affects audit quality control.&#x0D; &#x0D; The recent study has found that information technology affects highly quality control procedures and elements including vocational requirements, personal management procedures, client acceptance and continuance, plus audit performance in audit offices. In addition, it has concluded that information technology has a medium impact on following-up and monitoring procedures used by audit offices moreover, the study showed that using information technology has contributed to achieve quality control goals, desired.
Interval-based Recording of Generated Pseudorandom Numbers

For some applications that use pseudorandom numbers it is essential to keep the record of numbers generated so far. Such a representative example is cryptanalytic TMTO approach. In order to save the space, instead of straightforward recording of individual numbers generated, an ordered tree-like data structure which tracks the intervals of generated numbers is proposed. For estimating the memory requirements of this structure as a function of pseudorandom numbers range size, an analytical probabilistic model is established and used. This model determines the maximum number of intervals during recording which corresponds to the tree size. The result obtained from analytical model is fully validated experimentally by means of simulation for a wide spectrum of range sizes.
LEARNING ABOUT THE KNOWLEDGE OF WRITING POETRY USING METAPHORICAL THINKING APPROACH

Poetry is one of the materials in Indonesian-language-curriculum subject especially in Junior High School level. However, based on the field studies result, students still have difficulties to understand about poetry concepts. Therefore, researchers have submitted a solution for students to understand that concept of poetry can be easier by applying â€˜Metaphorical Thinkingâ€™ approach that learns about the knowledge of poetry. The purpose of this research is to find out if Metaphorical Thinking approach is better in helping student to understand concept of poetry more than student who learns using conventional approach. The research method used is quasi experiment which means Nonequivalent Control Group Design. Furthermore, the samples in this research is 20 students of eight-grade from Innovative Al-Ibda Junior High School. Moreover, the technic of data analysis for students test result is by using SPSS 23. Based on the results in SPSS 23, it turned out that experiments class using Metaphorical Thinking approach gained better study result than control class. That result was proved by value Sig 0,000&lt;0,05 in Independent Samples Test table. That result is also accorded with obtaining post-test average value in experiment class which is 80,5 while the average of control class is 64.
Aplikasi Penyewaan Motor Pada Rental Cahaya Abadi Di Jatiasih

ABSTRACT- The purpose of this final project is to describe the use of information systems in a company management. Data management is very important in a company, because the better management of the company will affect the survival of the company in the business world. The management of a company that does not work well causes the company to be hampered and maybe even left behind by other companies. In order to anticipate this, a work management system is integrated as a whole which is integrated into the information system. One company that currently needs this system is the Abadi Jatiasih Motor Rental which is located at the Bumi Dirgantara Permai housing block Cf2 No. 92 Jatisari, Jatiasih Bekasi. The system that has been used in this company, still uses manual methods that still require paper and storage of archives that accumulate. The system created is expected to ease and simplify the work control system in management and the data recapitulation process, therefore, the author tries to create a system that is expected to help and be made in accordance with what is needed by Abadi Abadi Motor Rental Jatiasih to serve customers in the future quickly and accuratey.
Bayesian inverse regression for supervised dimension reduction with small datasets

We consider supervised dimension reduction problems, namely to identify a low dimensional projection of the predictors x which can retain the statistical relationship between x and the response var...
Peningkatan keterampilan membaca pemahaman cerita anak melalui penggunaan model pembelajaran visualization, auditory, and kinestethic peserta didik kelas v sekolah dasar

Abstract . The purpose of this research is to improve the reading comprehention skills of children’s story through the use of learning models Visualization, Auditory, and Kinestethic (VAK). This is an action classroom research that carried out for two cycles. Every cycle consist of four steps there are planning, implementation, observation, and reflection. Technique that used for collect data are observation, interview, test, and documentation. The data validity test technique uses content validity and triangulation. The data analysis technique uses interactive model learning. The result of this research showed that the initial pre-action test score were 47.33 with classical completeness of 10.34%, increased in the first cycle by 69,71 with classical completeness of 51.73%, then in second cycle it increased significantly to 80.36 with classical completeness of 86.21%. Referring to the results of this reserch it can be conclude that the use of VAK learning models can improve the reading comprehention skills of children’s story in fifth grades students of SDN Sayangan No.244 Surakarta academic year 2018/2019.  Keywords: Visualization, Auditory, and Kinestethic ( VAK ), comprehention reading sklills children’s story, Elementary School
THE INFLUENCE OF SCRABBLE GAME IN TEACHING VOCABULARY MASTERY AT TENTH GRADE STUDENTS OF SMKN 7 PANDEGLANG

This study is aimed to investigate the influence of scrabble game in teaching vocabulary mastery at tenth grade students of SMKN 7 Pandeglang. This research used randomized matched subject pretest posttest design control group.Seventy students were appointed as the representative sample of this research. Samples were taken by considering students’ English score. The resulted data analyzed and compared by using comparison technique, whether the researcher compared the results of pre-test and post-test of both different groups, average score pretest and posttest of accountancy class (did not use scrabble) is 41.74285714 average score pretest and posttest is 49.37142857 (use scrabble game) . Based on analysis of data, this research showed that students who are taught by using scrabble game got higher score than students who are taught without any teaching technique. Keywords :        Teaching Vocabulary Mastery, Teaching Vocabulary’s Game, and Scrabble Game
Data management plans

These are slides the slides of the presentation on Data Management Plans given by Madeleine de Smaele and Yasemin Turkyilmaz-van der Velden during the 2nd ARMA-NL Meeting on 17 June 2019. The following topics are covered in this presentation: Research Data Management Support and Data Stewardship at TU Delft DMPonline demonstrationA closer look to Data Management PlansTU Delft Research Data Framework
A NEW LIGHTWEIGHT CRYPTOGRAPHIC ALGORITHM

In this present world there is lot of importance in transferring and securing the digital data.But there is problem in securing the data, to avoid that we are going to use a combined algorithm.In this paper, we discuss about a hybrid algorithm using Hummingbird algorithm[1] this algorithm is implemented in vivado software, using verilog hardware description language.Hummingbird algorithm is a latest ultralightweight cryptographic algorithm targeted for low cost smart devices.In this paper we are aiming to design an algorithm of low power and high speed, lightweight algorithm for securing data.
유치환 시에 나타난 ‘낙인’의 양상과 시적 지향

This study attempts to address the patterns and poetic orientation of ‘Stigma’ revealed in 「Chungmasicho」and 「Sangmyeongeuiseo」, poets by...
LibGuides: Materials Science Collection: Searchable Fields

A guide to all aspects of the Materials Science Collection including content, searching, and viewing results on the new ProQuest platform.
The development of a three-phase methodology of assessment of preschool education management in the innovative development of the first level of the education process

According to the adopted Federal Law No. 273-FZ of December 29, 2012 (as amended on June 27, 2013) “On Education in the Russian Federation”, preschool education is the first level of the educational process. Precisely in a preschool children, for the first time, ideas about the surrounding world are formed, a system of values, as well as knowledge and skills, that can only be corrected but not radically changed. Numerous studies have shown that, thanks to investments in the early development of man, tremendous results can be obtained in the future through the formation of national human capital, which is the basis of the country’s innovative development. However, in modern theory and practice of management in the field of education, there is no universal mechanism responsible for assessing the effectiveness and efficiency of management. Questions about the criteria, methods, indicators of this assessment and, as a result, the problem of improving the methodology for managing human capital have not been resolved. The article provides an analysis of the state of affairs in the management of the activities of preschool educational institutions and gives recommendations on improving innovative management activities in the field of preschool education, as well as a three-phase methodology of estimation of the effectiveness and efficiency of preschool education in the interests of Russia’s innovative development with appropriate approbation of the results.
Using Identifiers to Streamline the Capture of Research Resources in Manuscripts

Research are specialist used for research purposes, and can include anything from research facilities housing specialized equipment (laboratories, observatories, ships, etc.) to digital repositories; and from museums and galleries to field stations that house physical collections. We summarize work done to incorporate resources field into the ORCID record and into JATS including a problem statement, our findings, translating into practice and the next steps for publishers.
COMPARISON OF VARIOUS TRANSFORMATIONS IN FACE RECOGNITION TECHNIQUE

Powerful technique in the present technology is face recognition to get attention of all over the world has been made and to strengthen that technique this system made to extract the feature and make the comparison among the Discrete wavelet transformation, Wavelet transformation and fast Fourier transformations are taken for the comparison to extract the best transformation to process the system and we are going to take two important aspect like false acceptance rate and false rejection rate will be taken into the account for the entire process and we have taken own as database. Keywords: Fast Fourier Transformation, Discrete wavelet Transformation, Wavelet Transformation, Face recognition.
Facebook's 'Oversight Board:' Move Fast with Stable Infrastructure and Humility

Facebook’s proposed Oversight Board is one of the most ambitious constitution-making projects of the modern era. With pre-existing governance of tech platforms delegitimized by the ongoing “techlash,” this represents a pivotal moment when new constitutional forms can emerge that will shape the future of online discourse. For all the potential of the Facebook Oversight Board, there are many things it cannot be. It will not hear a sufficient amount of cases to be a meaningful response to calls for greater due process in individual content moderation decisions. Nor will it be able to become a font for global speech norms for the worldwide platform. The true value that the Board can bring to Facebook’s content moderation ecosystem lies between these two extremes of individual error correction and the settlement of globally applicable speech rules. The institutional offering of the Board should focus on two primary, but more modest, functions. First, it can help highlight weaknesses in the policy formation process at Facebook, removing blockages (such as blind spots and inertia) in the “legislative process” leading to the formulation of its Community Standards. Second, by providing an independent forum for the discussion of disputed content moderation decisions, the Board can be an exemplar of the public reasoning necessary for persons in a pluralistic community to come to accept the rules that govern them, even if they disagree with the substance of those rules. Understanding the institutional role of the Board in these terms provides useful insights into the institutional design that will best help it achieve these goals.
Is Your Research Future Proof? Data Management Techniques & Tools for Digital Historians

Slides for a Research Data Management Training, incl. introduction to the research data management tool RDMO held during the conference Teaching History in the Digital Age – international Perspectives (DHI Paris), 17.06.2019 (announcement: https://dhdhi.hypotheses.org/5896)Audience type: Beginner level, humanistsLength: 3hLanguague: English Learning objectives: Participants… • will be able to explain what is (their) humanities research data • understand Open Principles and the Open Science vision • can summarize the FAIR principles in a Humanities context • understand importance of FAIR RDM for their own research • understand how writing a DMP can help their research • know the topic areas of a DMP • have acquired a basic understanding how to address them • know the data management tool RDMO and have used it • know where to look for further resources
Research Guides: Finding Books: Course Reserves

This guide aims to provide information about finding books at UBC Library, primarily using the Library catalogue.
A Note on Computing Interval Overlap Statistics.

We consider the following problem: Let I and I f each describe a collection of n and m non-overlapping intervals on a line segment of finite length. Suppose that k of the m intervals of I f are intersected by some interval(s) in I . Under the null hypothesis that intervals in I are randomly arranged w.r.t I f , what is the significance of this overlap? This is a natural abstraction of statistical questions that are ubiquitous in the post-genomic era. The interval collections represent annotations that reveal structural or functional regions of the genome, and overlap statistics can provide insight into the correlation between different structural and functional regions. However, the statistics of interval overlaps have not been systematically explored. In this manuscript, we formulate a statistical significance problem which considers the length and structure of intervals. We describe a combinatorial algorithm for a constrained interval overlap problem that can accurately compute very small p-values. We also propose a fast approximate method to facilitate problems consisted of very large number of intervals. These methods are all implemented in a tool, ISTAT. We applied ISTAT to simulated interval data to obtain precise estimates of low p-values, and characterize the performance of our methods. We also test ISTAT on real datasets from previous studies, and compare ISTAT results with the reported p-values using basic permutation or parametric tests. The ISTAT software is made publicly available on https://github.com/shahab-sarmashghi/ISTAT.git
Improving the Explainability of Autonomous and Intelligent Systems with Conversational Interfaces

This talks proposes to adopt conversational interfaces for improving the explainability of autonomous and intelligent systems. Some challenges with respect to privacy and security are discussed and initial results of a Wizard-Of-Oz experiment are presented.
The Effect of Item Weighting on Reliability and Validity

The purpose of this study is to examine the effect of the item weighting method developed by researchers on the construct validity of the test. For this purpose, a Monte Carlo simulation study was carried out. Test length, average factor loadings, and sample size were considered as simulation conditions. Item weighting method was defined as follows: If average score of the individuals (calculated as individual's test score/the number of items) plus item difficulty index is 1 and over then item reliability index added to individual’s item score (1 or 0); if not, then the item score of the individual (1 if 1, 0 if 0) is preserved. As a result of the research, it was observed that the weighting method contributes to the construct validity. According to the results of confirmatory factor analysis, the comparative fit index (CFI) and the root mean square error of approximation (RMSEA) values were improved. According to the research findings, the weighting method used in this research can be recommended.
Time Series Analysis of Outcomes for Small and Medium Enterprises’ Support of Regional Industry

Continued investment in Research and Development (R&D) by the government and corporate support played a major role in the rapid growth of the Republic of Korea. In 2017, the amount of R&D investment by the government accounted for 19.7 trillion Won (KRW), which is 4.7 % of the government’s budget. The government’s R&D budget is increasing by 2.5 % each year. We analyzed the outcomes of the projects, supported by the Busan regional companies conducted in 2016 to 2017. For a time series analysis, we gathered companies support amount by year, sales after company support, and material for employment. We used IBM’s Statistical Package for the Social Sciences (SPSS) 18 for correlation analysis. We confirmed the relationship between employment and the sales of the annual company support program.
The response of farmers to implementation of agricultural marketing information system

This study was aimed to identify the farmers’ response to an agricultural marketing information system. In this the study, 100 randomly selected farmers in Pasuruan and Malang, East Java, Indonesia, were members of horticultural farmer groups planting different commodities, including potatoes, apples, peppers, chrysanthemums, and other vegetables. The observations were conducted before and after the farmers had attended a workshop about developing business plan and training on a marketing information system. The responses of the farmers to the implementation of the agricultural marketing information system were different for each commodity, but the farmers were enthusiastic about developing their businesses and applying the information system, which is expected to be effective for marketing. The risks related with the system were market factors, including that the system can be applied in its own market that marketing must be fully coordinated, and had to update the market price constantly. The risks obtained from having a partnership were that the partners build and maintain the trustworthy relationship to farmers.