Reviewerly/exHarmony huggingface dataset:
Data dissemination by Uganda Bureau of Statistics

Data plays a big role in educating the population on various issues that contribute to development. One of the major activities conducted after data collection is, dissemination of the data to different stakeholders. Uganda Bureau of Statistics disseminates data to its users through a number of channels. This paper discusses each method in detail and how it's used during this process. The major channel of sharing data with users is through dissemination workshops and the website. Other channels used for dissemination include the library and resource centre, social media and physical delivery to stakeholders in district public libraries. Having the above-mentioned channels of data dissemination in place, has helped UBOS remain the centre of excellence in dissemination of data to users, countrywide and in Africa.
FORMATIVE ASSESSMENT IN DIAGNOSTICS OF PROFESSIONAL COMPETENCIES OF FUTURE TEACHERS OF MATHEMATICS

FORMATIVE ASSESSMENT IN DIAGNOSTICS OF PROFESSIONAL COMPETENCIES OF FUTURE TEACHERS OF MATHEMATICS Elena Sukhovienko Doctor of Pedagogical Sciences, Professor, South Ural State Humanitarian Pedagogical University, Russia, Chelyabinsk &nbs
Training of masters in information, library and archival affairs: satisfaction with the quality of the educational component

Problem statement. Training problems for future professionals in information, library and archival activities (professionals in the field of information and information analysis, archival, library affairs, museum studies, program and program management, as well as database administrators, communication systems analysts and consolidated information analysts, etc.) are of great importance nowadays. Modern society needs such specialists, because the amount of information (which must be qualitatively processed) is constantly increasing, the level of information culture of mankind is constantly growing, the pace of development of information and communication technologies is accelerating. An important condition for the training of future competent professionals is the analysis of how satisfied they are today with the educational services provided by the university, because it significantly affects the motivation to learn, and its presence is a driving force in achieving goals. In this regard, the study becomes relevant because it will comprehensively help solve the problem of improving the quality of training of information, library and archival professionals, and in the future — their competitiveness in today’s labor market.&#x0D; The methodology of this study is represented by methods of analysis (study of documentary information — educational program, curricula; questionnaires), control questions (questionnaires of students), selection (compulsory subjects), systematization (bringing the results of the questionnaire into a certain system that allows them explanation from the standpoint of a systems approach), comparison, which made it possible to identify certain features in the results of the study.&#x0D; The result of this study is to determine the level of satisfaction of masters in information, library and archival affairs at the National University “Yuri Kondratyuk Poltava Polytechnic” the quality of the educational component as an important condition for their training.&#x0D; The novelty of the study is that for the first time, using the google-form, the level of satisfaction of future masters in information, library and archival affairs with the educational component of professional training at the National University “Yuri Kondratyuk Poltava Polytechnic” was investigated and analyzed. The percentage of satisfaction of undergraduates with each compulsory discipline is calculated, the obtained results are summarized and brought into a single system.&#x0D; The practical significance of the article is that its results can be used in further research on the selected topic. At the same time, the scientific results of this study can serve as material in the process of improving the educational and professional program of the specialty.
Topological Essence of the Concept “Limit of a Function” in the General Mathematics

The limit of a function is one of the most important concepts in high school mathematics. But unfortunately, not many students understand the essence of this concept. They had to accept it. This paper presents the topological essence of a limit of a function and discusses methods for teaching this concept in general education in Viet Nam. It consists of four parts. Part 1 talks about the definition of “Limit of a function”, part 2 covers the Mathematical essence of the concept limit of a function, part 3 deals with Defining the limit of a function in a topological space of real numbers and part 4 presents Adding a topology on the set of real numbers and limit of a function. In each section, we include comments to help teach these notions and concepts.
Introduction to Agile and DevOps

This chapter will introduce agile and DevOps, including its values, principles, and benefits when both work together. The topics that will be covered in this chapter are as follows:
BUYER RATING AND SENTIMENT ANALYSIS USING DISCRIMINATORY SUPPORT VECTOR MACHINE (SVM)

This substantial issue is increasingly important in business and culture. It presents many challenging research scenarios but guarantees a relevant insight for everybody interested in view evaluation and social networking analysis. This paper's key aim is to detect sentiment polarity such as positive, negative, and emoji representation with customer feedback on various products. Opinion mining from e-commerce sites has a significant part in making purchase decisions and founders to boost their product and marketing strategies. But, it becomes very difficult for the clients to understand and assess the product's actual view manually. Because of this, we need an automated way. The majority of the researchers used machine learning algorithms to do an automated representation of phrase embedding. Among the popular techniques in machine learning has been used the support vector machine (SVM). The weighted support vector machine (WSVM) is the improved version for the standard SVM to grow the outlier sensitivity issue. In this paper, the word2Vec version uses to extract the attributes from customer reviews in WSVM based on opinion analysis of product reviews in E-commerce websites. The experiment result shows that the suggested WSVM can works better on the opinion classification job doing any version applied.
Еducаtiоnаl Pоtеntiаl of thе Childrеn’s Hеаlth Cаmp

Intrоductiоn. In thе аrticlе, а childrеn’s hеаlth cаmp is cоnsidеrеd аs аn еnvirоnmеnt in which аn еducаtiоnаl prоcеss is implеmеntеd аimеd аt intrоducing childrеn tо sоciаl nоrms аnd vаluеs оn thе оnе hаnd, аnd оn thе оthеr, а childrеn’s cаmp hаs а pоwеrful еducаtiоnаl pоtеntiаl. Thе purpоsе оf thе аrticlе is tо rеvеаl thе cоntеnt cоmpоnеnts оf thе еducаtiоnаl pоtеntiаl оf а childrеn’s hеаlth cаmp. Mеthоdоlоgy аnd mеthоds оf rеsеаrch. Thе mеthоdоlоgicаl bаsis оf thе rеsеаrch is аn аctivity-bаsеd аpprоаch, which is bаsеd оn thе еffеctivе оrgаnizаtiоn оf jоint аctivitiеs in thе cоnditiоns оf а childrеn’s hеаlth cаmp. Thе cоntributiоn tо thе dеvеlоpmеnt оf thе thеоrеticаl аnd mеthоdоlоgicаl fоundаtiоns оf this аpprоаch wаs mаdе by: Yu. N. Tаrаn, N. V. Grushеvskаyа, S. N. Pаnchеnkо, А. G. Murаshоvа, еtc. Rеsеаrch mеthоds. Thе study usеd thеоrеticаl mеthоds: аnаlysis, synthеsis. Thе rеsults оf thе study. Thе еducаtiоnаl pоtеntiаl оf thе childrеn’s cаmp includеs thrее cоmpоnеnts: cоmmоn vаluеs, nurturing rеlаtiоnships, аnd jоint аctivitiеs. Cоmmоn vаluеs аrе rulеs аnd nоrms оf bеhаviоr thаt аrе significаnt fоr аll pаrticipаnts in thе еducаtiоnаl prоcеss in а childrеn’s cаmp. Nurturing rеlаtiоnships аrе а spеciаl kind оf rеlаtiоnships аimеd аt thе dеvеlоpmеnt оf а pеrsоn аnd thе intеgrаl fоrmаtiоn оf his pеrsоnаlity. Jоint аctivity аllоws yоu tо succеssfully аssimilаtе аnd rеcrеаtе sоciаl еxpеriеncе, imprоvе cоmmunicаtiоn skills аnd intеrpеrsоnаl cоmmunicаtiоn skills in а tеаm, mаnаgе yоur bеhаviоr. Cоnclusiоn. Thеsе cоmpоnеnts аrе inеxtricаbly linkеd аnd lоgicаlly unitеd аnd prоvidе thе еducаtiоnаl pоtеntiаl оf а childrеn’s hеаlth cаmp.
The correlation between anxiety and students' speaking performance in the EFL classroom

Anxiety has a relationship with speaking performance. It affects students’ braveness negatively to speak freely and fluently. This study aimed to know the correlation between anxiety and students’ speaking performance at the tenth-grade senior high school's students. The study used a quantitative method with a correlational analysis technique by distributing a set of questionnaires to 31 students which are based on Foreign Language Speaking Anxiety Scale. It was adapted from Cope and Horwitz (1986) and Huang (2004). Moreover, an oral test was carried out based on six aspects; grammar, vocabulary, fluency, pronunciation, comprehension, and performance. The findings revealed that the students gained a higher score of speaking performance if they have a lower anxiety level and vice versa. From the data calculation, it was obtained N. sig = .000 &lt; 0.05 and the result of ‘r’ formula was −.632. It indicated that anxiety correlates negatively with students’ speaking performance in the EFL classroom.
The role of the reading movement for the realization of reading welfare

‘독서복지’라는 용어가 문화정책 분야에 자주 등장하지만, 정작 학술적 개념은 분명하지 않다. 이에 본 연구에서는 우선 문화복지의 범주에서 독서복지의 개념을 정리하였다. 독서복지 실현을 위한 독서운동의 역할을 검토하고자 국내 독서운동을 개관하고, 과거 국내 독서문화에 큰 영향을 끼친 ‘자유교양대회’와 현재 국내에서 활발하게 운영되는 ‘한 책, 한 도시’, 미국 연방정부의 기금으로 운영되는 지역 공동체 기반 독서운동 NEA Big Read를 살펴보았다. 독서복지 실현을 위한 독서운동은 공공성을 바탕으로 하여 자발성, 다양성, 평등성의 원리를 지켜가야 왜곡되지 않고 본래 목적에 다가갈 수 있음을 확인하였고, 과거와 현재의 국내 독서운동과 미국 독서운동의 사례를 참고하여, ‘더불어 한 책’(가칭) 독서운동을 제안하였다. 독서복지를 위해 정부의 문화복지 예산과 기업, 시민의 기부로 기금을 조성하고, 이 재원을 바탕으로 시민사회를 중심으로 지역의 비영리 조직과 단체들이 자발적으로 ‘더불어 한 책’ 운동을 펼친다면, 독서복지 실현에 일익을 담당하는 독서운동이 되지 않을까 기대한다.Although the term ‘reading welfare’ appears frequently in the field of cultural policy, the academic concept of this term was not clear. Therefore, in this study, the concept of reading welfare was first arranged in the category of cultural welfare, and in order to examine the role of the reading movement for realizing reading welfare, the domestic reading movement was overviewed, and the ‘Liberal Arts Competitions’ that had a great influence on domestic reading culture in the past And we looked at ‘One Book, One City’, which is currently actively running in Korea, and the community-based NEA Big Read funded by the US federal government. The reading movement for the welfare of reading can achieve its original purpose without being distorted if it is based on the public nature and adheres to the principles of spontaneity, diversity, and equality. In this study, referring to the past reading movement, the current reading movement, and the American reading movement, a local community reading movement called ‘One Book Together’ (tentative name) was proposed. This researcher expects If the government raises a fund for the welfare of reading, and based on this fund, local non-profit organizations and groups voluntarily conduct a ‘One Book Together’ reading movement centered on civil society, reading that helps to realize the welfare of reading I hope it will be an exercise.
University of Warsaw Lagrangian Cloud Model (UWLCM) 2.0: Adaptation of a mixed Eulerian-Lagrangian numerical model for heterogeneous computing clusters

Abstract. A numerical cloud model with Lagrangian particles coupled to an Eulerian flow is adapted for distributed memory systems. Eulerian and Lagrangian calculations can be done in parallell on CPUs and GPUs, respectively. Scaling efficiency and the amount of parallelization of CPU and GPU calculations both exceed 50 % for up to 40 nodes. A sophisticated Lagrangian microphysics model slows down simulation by only 50 % compared to a simplistic bulk microphysics model, thanks to the use of GPUs. Overhead of communications between cluster nodes is mostly related to the pressure solver. Presented method of adaptation for computing clusters can be used in any numerical model with Lagrangian particles coupled to an Eulerian fluid flow.
Overall Situation of Academic Studies on “Pan-Tilt Zoom” in China

1072 samples of Chinese academic documents were obtained after adopting the document retrieval rule model to search the “Pan-Tilt Zoom” academic information on the China National Knowledge Infrastructure (CNKI) through fuzzy retrieval with “Pan-Tilt Zoom” as the keyword and after combining and organizing the retrieval results. Based on the statistical model of academic documents, a total of 9 types of statistical data and 19 understandings were gained. It is found that the samples entail five research concentrations and 29 topics. Then based on the seeded academic documents, the “Pan-Tilt Zoom” academic results and overall situation of academic studies were summarized. Finally, this paper points out that China should strengthen the studies on machine vision and “Pan-Tilt Zoom” structure while continuing the basic theory studies on “Pan-Tilt Zoom”.
Introduction

The theme for the North American Serials Interest Group's twelfth annual conference was Experimentation and Collaboration: Creating Serials for a New Millennium. The conference was held from May 29-June 1, 1997, at the University of Michigan, Ann Arbor. This year's conference included not only three provocative plenary sessions but also six project sessions and six issues sessions instead of concurrent sessions. In many ways, the plenary session speakers explored the fundamental changes the electronic environment fosters. The digital medium itself may promote a new sense of egalitarianism and introduce new methods for enhancing scholarship and scholarly communication. The effects of electronic serials, resources and products were topics covered in some of the issues sessions.
Use of Media in Indonesian Learning for High School Students

One of the success factors in learning is the teacher's ability toplanning and implementing learning. Effective learning activities cannot becomes by itself, but the teacher must create learning that allowsstudents achieve the learning objectives that have been set. Therefore, a process is neededoptimal delivery of information in learning. One of the efforts to createthe condition is the optimal use of learning media.Media is anything that can transmit messages, stimulate thoughts,feelings and willingness of students so as to encourage the learning process in him. MediaEducation is a set of tools or complementary used by teachers oreducators in order to communicate with students or learners. In learning Indonesian the media can optimize the processlearning. The use of media can also make learning fun.
Investigating and examining the structure and the difficulties of tertiary learners in essay writing

Rhetorical approach is a tool that can be used to analyze essay writing. Not only to analyze but also to help us making an essay. By using rhetorical, the writer can narrate, describe, classify, and give example. This research discusses about the structure and the difficulties of tertiary learners in essay writing based on rhetorical approach. The sample of this research was tertiary learners and they became the source of the data in the research. Writing test was used as the instrument in the research. Here, the researcher asked the tertiary learners to write an essay. Then, analyzing the data based on rhetorically approach. The result of the study showed that 55,56% tertiary learners are able in writing an essay based on the rhetorically approach. And Based on the analysis, the researcher found tertiary learners’ difficulties in essay writing, namely grammar, vocabulary, cohesion and coherence, misspelling, developing and organizing idea, and arranging or building sentences are still based on first language.
An evolutionary approach to balancing and disrupting real-time strategy games

In most computer games, the level of challenge experienced by a player is dependent on a range of variable factors defined within the game environment.When the end goal of such games is entertainment, the variables are carefully tuned by the designers to achieve a sense of fair, balanced gameplay.For military force design and wargaming applications, where the purpose is to explore elements of a real scenario, the question turns to how the variables can be exploited so as to provide the maximum advantage, and to disrupt the balance in favour of a particular side.In this paper, an automated approach to explore the impact of game variables on game balance is presented and evaluated.Based on an evolutionary algorithm, the approach explores a user-defined set of variables in order to determine optimal combinations of variable values to achieve a defined level of game balance or game disruption.The approach also provides the ability of biasing the search towards a set of user-defined values of the game variables, providing insight into how the most disruption can be achieved with the least amount of deviation from an existing strategy.Two scenarios were developed in a Real-Time Strategy game environment with a focus on verifying the developed approach.Both scenarios were adversarial, with two opposing teams, Red and Blue, with the goal of each team to eliminate the opposition.The level of balance/disruption for a particular set of Blue Team variables was measured as a function of the difference between a target blue win rate and the actual win rate, with a tuneable bias to favour solutions where the solution deviated the least from a 'fair' solution (where the Blue Team had the same strength as the Red Team).The first scenario was designed so that both teams were evenly matched in terms of number of units.The scenario was used to explore how the game balance could be disrupted by manipulating variables associated with the Blue Team units.The second scenario was developed so that one team was given significantly more fighting units.This was to test if the approach was able to achieve a particular desired level of balance or disruption despite the starting balance skew.A series of experiments were performed using the developed scenarios to evolve a set of game variables tied to the Blue Team to achieve a range of balance levels while the red team's variables were kept static.The experiments show that it is possible to use the developed approach to balance or disrupt the variables of a game so that the desired level of game balance is achieved.A separate series of experiments also showed that the evolution process could be biased to find game variables that required the smallest amount of change.This is particularly important for balancing video games where designers often prefer only to make slight changes to the variables of a game even when desiring a large difference in a game's balance.
Research on resource allocation strategy of data center based on cloud computing

Abstract With the development of Internet and information technology, cloud computing has attracted extensive attention from industry and academia. The large scale of resources, concurrent execution of multiple tasks and dynamic changes of application resource requests make the resource allocation of data center face severe challenges. To solve the problem of low balance of traditional resource allocation, this paper focuses on the resource allocation optimization of data center, and proposes the resource allocation strategy of data center based on cloud computing, so as to complete the effective resource allocation and assignment. This paper also verifies the designed resource allocation method through example research. The research shows that the distribution balance degree of resource allocation strategy based on cloud computing is significantly higher than the control group, which proves that the designed resource allocation strategy can solve the problem of low balance of traditional resource allocation.
Professional development workshop for new and aspiring educators at SIGCSE 2022

A successful career as an educator involves more than a deep understanding of a research area. Even so, many new CS educators experience relatively little training as educators - and face more questions than answers, e.g., How do I find a career path and institution that are right for me? What strategies can I use during the job search and interviewing process to achieve my goals? What tips could help me organize a course, scaffold engaging experiences, and build lasting relationships with students? What practical steps can I take to support equity, diversity, and inclusion in my work?
Applied Probability Society Student Paper Competition: Abstracts of 2019 Finalists

The journal is pleased to publish the abstracts of the winner and finalists of the 2019 Applied Probability Society’s student paper competition. The 2019 student paper prize committee was chaired by Amy Ward. The 2019 committee members are (in alphabetical order by last name): Reza Aghajani, Pelin Canbolat, Jing Dong, Johan van Leeuwaarden, Ilya Ryzhov, Assaf Zeevi, Jiheng Zhang, and Serhan Ziya.
Towards Attack and Defense Views to (t, n)-threshold Secret Sharing Scheme Using Information Theory

At present, the research on shares in the t-out-of-n secret sharing scheme mainly focuses on the delimitation of share length, and there is no specific quantitative method for the security of authorized shares t in secret sharing without considering any application scenarios. In this paper, we presents a method to quantity the capabilities of the attacker and the defender under the t-out-of-n secret sharing scheme. More specifically, we present a new general notion of limitation to provide a precise bound of attack and defense capability under the $(t,\ n)$-threshold sharing scheme. Furthermore, we discuss the best selection of authorized shares t. Firstly, we transform the attack and defense under the $(t,\ n)$-threshold secret sharing scheme into the communication problem in information theory, and establish the attack channel and defense channel from the point of view of the attacker and the defender. Moreover, we describe the capability of both attacking and defending by introducing average mutual information, and analyze the limitation of the capability of both sides, as well as the maximum value of the average mutual information is the channel capacity. Finally, according to the average amount of mutual information of the change curve under different scenarios of secret sharing, we compare and analyze the influence of the capability limitation of the attacker and the defender on the value of t, and get the best selection of t.