Reviewerly/exHarmony huggingface dataset:
A importância da função pedagógica na biblioteca escolar brasileira

The school library has the function of acting as an auxiliary instrument of the school for the exceptional academic development of the students, their habit of reading and their information literacy. Through the history of the creation of school libraries in Brazil, of the librarians and the identification of the Brazilian law that concerns them, this article seeks to answer the importance of the pedagogical role of the librarian in the academic training of students. Seeking to illustrate how the school library can make a difference in the learning development and the promotion of the information literacy at the young students, it was chosen to describe the case known as Study of Ohio, analyzed by the teacher Bernadete Campello on her book “Biblioteca escolar: conhecimentos que sustentam a pratica”.
Reconstructing Academic Identity in an Era of Transition: 2019-2020 Research Trends of Western History in Korea

The basic objective of this paper is to examine recent research trends of Korean Western History Academia. Western History Research in Korea has grown significantly over the past half century. However, from the beginning of the new millennium, this academic sector has not developed any further and is in a state of stagnation. Academic achievements, research foundations, and social influence have largely receded. In particular, the future of Western history Academia is not very bright due to the decrease in the number of researchers, especially of young generation.<BR> Currently, the academia of Western history is divided into mainly national boundary divisions. The fragmentation of the research center resulted in a lack of mutual communication, which led to the stagnation of Western history Studies. It is difficult to have academic dialogues between researchers and seek joint research by related fields. Excessive specialization in historical studies tends to block the new trend of historical studies, transnational or global histories. In the face of internal and external crises, Western historians in Korea will have to remove the barriers between academic fields and increase communication between researchers.
Feature Selection Method based on Chaotic Salp Swarm Algorithm and Extreme Learning Machine for Network Intrusion Detection Systems

Network Intrusion Detection Systems (IDSs) have been widely used to monitor and manage network connections and prevent unauthorized connections. Machine learning models have been utilized to classify the connections into normal connections or attack connections based on the users' behavior. One of the most common issues facing the IDSs is the detection system's low classification accuracy and high dimensionality in the feature selection process. However, the feature selection methods are usually used to decrease the datasets' redundancy and enhance the classification performance. In this paper, a Chaotic Salp Swarm Algorithm (CSSA) was integrated with the Extreme Learning Machine (ELM) classifier to select the most relevant subset of features and decrease the dimensionality of a dataset. Each Salp in the population was represented in a binary form, where 1 represented a selected feature, while 0 represented a removed feature. The proposed feature selection algorithm was evaluated based on NSL-KDD dataset, which consists of 41 features. The results were compared with others and have shown that the proposed algorithm succeeded in achieving classification accuracy up to 97.814% and minimized the number of selected features.
Fighting the rise in voice-based fraud

Even in a world with a plethora of digital communication channels, voice remains one of the most important – and natural – ways for people to connect with each other. A vast number of calls are made every day, from sales and marketing activity to customer service, and people simply catching up with friends and family.
The Rise of Standards-Aligned Instructional Materials for U.S. K–12 Mathematics and English Language Arts Instruction: Findings from the 2021 American Instructional Resources Survey

In this report — the first report to share findings from the spring 2021 American Instructional Resources Survey — the authors discuss kindergarten through 12th grade public teachers' use of standards-aligned curriculum materials for mathematics and English language arts instruction from school years 2018–2019 to 2020–2021. They also examine whether curriculum materials that teachers used were available in digital form for the 2020–2021 school year.
Impact and Analysis of Performance Appraisal on Employee’s Motivation and Its Effects on Employee Retention in Banking Sector in COVID-19

One of the core principals of Human Resource Management is Performance Appraisal and it basically is a win-win situation in both aspects because employee gains benefits in terms of rewards, bonuses and management targets and objectives are fulfilled.In this research we have analyzed performance in keeping in view of Management.For this purpose, we have conducted an empirical study of the staff members keeping in view of banking sector and data has been collected through questionnaire.We have established the relation between performance appraisal and work motivation which depends on performance appraisal types used in Banking sector and transparency of the process of performance appraisal, which is carried out are merely shared to employees only rating and appraisal letter is disseminated so therefore it impacts a downfall on employee engagement and employee gets demotivated if appraisal cycle is not conducted transparently which results in turn over.We have studied different performance methods which are implemented in organizations and tried to generate a new appraisal method keeping in view of COVID-19 and modern changes implemented in current era.We have reached out a point that employee should be educated about performance appraisal method so that it can be more effective and plays a positive role in building future leaders and increase organization profitability and maintain a healthy culture in an organization.Modern Banking has been digitalized and transformed in current era where technology plays a vital role and people get benefited in their homes due to advancement and current pandemic situation which arises it is important that smart work should be implement in combination of working from home and physical presence of employees so that organization work can be easily be done and more customer can be facilitated.We have reached at a point that employee training and education shall be prevailed related to digitalization and shall be aware about his JD and KPI's respectively so that his appraisal can be done in an effective way which results in employee retention and organization profitability.It is concluded that combination of 360 degree appraisal and Human Resource Cost Accounting method shall be implemented as a new appraisal methodology which can be successful in keeping employee retention and playing a positive role in organization goals and objectives.If employees are not involved in financial benefit of an organization in that case we have to convert impact of his performance which results in achieving organizational goals and objectives.
Learn the Approximation Distribution of Sparse Coding with Mixture Sparsity Network

Sparse coding is typically solved by iterative optimization techniques, such as the ISTA algorithm. To accelerate the estimation, neural networks are proposed to produce the best possible approximation of the sparse codes by unfolding and learning weights of ISTA. However, due to the uncertainty in the neural network, one can only obtain a possible approximation with fixed computation cost and tolerable error. Moreover, since the problem of sparse coding is an inverse problem, the optimal possible approximation is often not unique. Inspired by these insights, we propose a novel framework called Learned ISTA with Mixture Sparsity Network (LISTA-MSN) for sparse coding, which learns to predict the best possible approximation distribution conditioned on the input data. By sampling from the predicted distribution, LISTA-MSN can obtain a more precise approximation of sparse codes. Experiments on synthetic data and real image data demonstrate the effectiveness of the proposed method.
Application of Artificial Intelligence in Computer Network Technology

Abstract Now our country has entered the era of rapid development of science and technology, Computer network application technology has generally entered every corner of society, While computer network technology development of computer network communications security, systems management technology are also constantly upgrading requirements, With the rapid development of science and technology, it is obvious that traditional data processing technology is far from meet the actual needs of computer network security required now, In order to be able to solve this problem, artificial intelligence technology is integrated into computer network technology. And with the test of time, The effect achieved by artificial intelligence is also ideal, This article briefly analyzes the application of artificial intelligence technology in computer network technology.
INVESTIGATING STUDENTS' PROBLEMS AND SOLUTIONS IN LISTENING COMPREHENSION IN THE CLASS

This study is aimed at investigating students' problems and solutions in listening comprehension. It used survey design by employing a mixed-method where the data obtained in quantitative and qualitative. The subjects of this study were 60 Students of the English Study Program FKIP, Unpatti, especially the class of 2015 and 2016. The technique of collecting the data was a Questionnaire and Interview. This study shows that the problems in listening comprehension were categorized into several topics, such as problems related to the listening materials, problems caused by the failure to concentrate, and problems related to the listener. Mostly, the students use taking notes. Meanwhile, the problems faced by students in listening comprehension were the listening materials, problems caused by the failure to concentrate, and problems related to the listener. The solutions used by the students to overcome the problems were; increase their Vocabulary, listening to the audio, and practice with their friends. It was great for students to identify their problems and solutions in listening comprehension to improve their listening comprehension.
Way to improve efficiency of teaching linear algebra to students with health disabilities by means of enlarged didactic units

Presented is enlarged didactic units developed by P.M. Erdniev for teaching mathematics, that improves the ability of students to understand educational material. This effect is achieved as a result of organizing the educational process according to the principles of complementarity of teaching methods and the spatial and temporal combination of interrelated elements of knowledge. Among the basic mathematical disciplines taught at Bauman Moscow State Technical University for students with disabilities the most difficult discipline is Linear Algebra, which is due to its content and various problems with students’ health. Linear Algebra is largely based on the theory from Analytical Geometry that is quite well perceived by students with disabilities. A comparative analysis of these disciplines shows that the enlarged didactic units linking these disciplines together can significantly simplify the study of Linear Algebra. However, due to difficulties with scheduling the time gap between these disciplines can be up to two semesters, which makes it impossible to directly use the enlarged didactic units. To solve this problem, we introduce the supporting discipline "Cognitive technologies for supporting the discipline Linear Algebra" which runs in parallel with Linear Algebra and which is based on the material of Analytical Geometry. Forming its content in close connection with Linear Algebra in accordance with the main principles of the enlarged didactic units, we smoothly lead students to the understanding of abstract concepts of Linear Algebra, reducing the complexity of learning.
Integration into the Web

We’ve seen a lot about how to use Hibernate, including a series of example models, but none of this has really demonstrated how Hibernate would be used in the "real world." All of our running code has been embedded in tests, which isn’t a bad thing for development, but this isn’t a good way to make it clear how to integrate Hibernate into applications people are likely to use.
Design and Optimization of Automatic Glass Window Cleaning Robot

The idea of getting a compact or autonomous workplace or house window cleansing golem is sort of straightforward and extremely enticing. This little glass window cleansing golem ought to be able to move autonomously on an outdoor surface high-rise building workplace window with a comparatively giant space and meanwhile climb and wash it. Being manually connected to the skin surface of the space window the golem can execute and attain the task of the window cleansing mechanically in a very predefined pattern. This report includes background and objectives of this analysis, prototyped mechanical systems, moving system, experimental results of basic traveling management and window wiping motion by comparison to with or while not of occurrence system, some discussion in every experiment and a conclusion.
S2185 Be Smart When Ordering SmartPill!

Introduction: Wireless motility capsule may be used for evaluation of gastric emptying in gastroparesis, colonic transit in constipation and evaluation of generalized dysmotility. Capsule retention, though rare (0.33%), can occur especially if the contraindications for this test are not carefully ruled out before ordering the test. Case Description/Methods: A 37-year-old woman was evaluated for suspected gastroparesis with nausea, heartburn and constipation. She reported bowel movements every 2 weeks (Bristol Stool Scale Type I-III) with excessive straining. She was taking pantoprazole, famotidine, promethazine, and bisacodyl. Her history included esophageal stricture requiring dilation 3 years previously, type 1 diabetes mellitus, and end stage renal disease (post kidney and pancreas transplant). She reported intermittent dysphagia for solids. A wireless motility capsule (WMC) study was performed for the evaluation of gastrointestinal motility disorder. The WMC profile is shown in figure 1A. The horizontal axis shows time scale and the vertical axis shows pressure (red), pH (green) and temperature (blue). The pH was 5-7 with occasional decreases to 2.0 coinciding with drinks/meals, indicating esophageal capsule retention. Ten hours later, the patient vomited and expelled the capsule, confirmed by a temperature decline. A week later, an upper endoscopy confirmed distal esophageal stricture (figure 1B) with mucosal changes of esophagitis. Pantoprazole was increased to twice daily and repeat esophagogastroduodenoscopy in 8 weeks was recommended. Discussion: WMC offers a radiation-free, office-based assessment of gastrointestinal transit in patients with symptoms suggestive of gastrointestinal motility disorders. WMC may decrease the need for multiple tests, lead to new diagnoses and help with patients’ management. However, WMC study is contraindicated in patients with dysphagia, stricture or bowel obstruction. The test was incorrectly requested for the patient presented here but fortunately the patient vomited the capsule. In patients with dysphagia, stricture or bowel obstruction, gastrointestinal dysmotility symptoms should be evaluated using alternative tests such as scintigraphy. Although WMC is a significant advance and clinically useful for the diagnosis of gastrointestinal motility disorders, the manufacturer’s recommendations and precautions should be followed carefully to prevent potentially serious complications.Figure 1.: Wireless motility capsule profile of the patients (Figure 1A). The horizontal axis shows time scale and the vertical axis shows pressure (red), pH (green) and temperature (blue). The pH was 5-7 with occasional decreases to 2.0 coinciding with drinks/meals, indicating esophageal capsule retention. Ten hours later, the patient vomited and expelled the capsule, confirmed by a temperature decline. Subsequent upper endoscopy confirming distal esophageal stricture (figure 1B) with mucosal changes of esophagitis.
Implementasi Algoritma Fisher Yates Shuffle pada Bagan Undian Peserta Pertandingan Pencak Silat

&lt;p align="center"&gt; &lt;/p&gt;&lt;p&gt;&lt;em&gt;Abstract. The manual lottery system in determining the scheme of contestants in the pencak silat championship causes the process to be ineffective and inefficient, so information technology assistance is needed. This paper presents an application model for determining the scheme of participants in a pencak silat match using a participant lottery chart system assisted by the Fisher Yates Shuffle algorithm. The application is tested using the blackbox testing method. The results of the application test in the process of randomizing the lottery of match participants showed a more effective and efficient process.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;Keywords: Fisher Yates Shuffle Algorithm, Randomization, Participant Lottery Chart, Pencak Silat&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;br /&gt;&lt;/em&gt;&lt;/p&gt;&lt;p&gt;Abstra. Sistem undi manual dalam menentukan skema peserta pertandingan pada kejuaraan pencak silat, menyebabkan proses menjadi tidak efektif dan tidak efisien, sehingga diperlukan bantuan teknologi informasi. Paper ini menyajikan model aplikasi untuk penentuan skema peserta pertandingan pencak silat menggunakan sistem bagan undian peserta berbantuan algoritma &lt;em&gt;Fisher Yates&lt;/em&gt; &lt;em&gt;Shuffle&lt;/em&gt;. Aplikasi diuji menggunakan motode pengujian &lt;em&gt;blackbox testing&lt;/em&gt;. Hasil uji aplikasi dalam proses pengacakan undian peserta pertandingan menunjukkan proses yang lebih efektif dan efisien.&lt;/p&gt;&lt;p&gt;Kata kunci: Algoritma Fisher Yates Shuffle, Pengacakan, Bagan Undian Peserta, Pencak Silat&lt;/p&gt;&lt;h1 align="left"&gt; &lt;/h1&gt;&lt;h1 align="left"&gt; &lt;/h1&gt;&lt;p&gt;&lt;em&gt;&lt;br /&gt;&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;br /&gt;&lt;/em&gt;&lt;/p&gt;
R-Calculi for Modal Logic

We consider R-calculus for modal logic and give R-calculi \(\mathbf{S}^\mathbf{M},\mathbf{T}^\mathbf{M}\) and \(\mathbf{U}^\mathbf{M},\) which are sound and complete with respect to \(\subseteq ^\mathbf{M}\)-minimal change, \(\preceq ^\mathbf{M}\)-minimal change and \(\vdash ^\mathbf{M}_{\preceq }\)-minimal change, respectively.
Teacher’s awareness to develop student cyber security: A Case Study

This study aims to investigate the awareness level among school teachers of their students’ cybersecurity. The teachers’ perception of their students’ cybersecurity awareness was examined based on a case study of the emirate of Ajman private schools in UAE. A survey was conducted of a sample of school teachers at 29 private schools in Ajman. Stratified random sample for schools in the Emirate of Ajman have been used and then a systematic random sample of 172 teachers in the schools were chosen as the target population representation. Results of the study indicate that the level of awareness of school teachers towards their students’ protection and safety in 13 variables that had been studied is increased and this awareness has decreased in eight other variables, the study also reveals that there is a statistically significant relationship between the variable of specialization, and teachers’ awareness towards their students’ cybersecurity driven mainly by the signiﬁcant differences between the average responses of mathematics teachers and the Arabic language in favor of mathematics teachers, and the difference between the average responses of social science teachers and the Arabic language in favor of social science teachers, and the difference between the average responses of social science teachers and the English language in favor of social science teachers.
Study And Development Of Various Techniques For Path Planning And Optimization Of Differential Drive Wheel Robot

Navigation consisting of two essential components known as localization and planning is the art of steering a course through a medium. Localization matches an actual position in the real-world to a location inside a map; in other words, each location in the map refers to an actual position in the environment. Planning is finding a short, collision-free path from the starting position towards the predefined ending location. This study is a survey which focuses on introducing classic and heuristic-based path planning approaches and investigates their achievements in search optimization problems. The methods are categorized, their strengths and drawbacks are discussed, and the applications in which they have been utilized are explained.
Disaster Librarianship: Reflections on Teaching and Learning from the Heart of the Campus

This reflection article explores how a library on a regional university campus adapted its services in response to COVID-19. It delves into some of the novel conclusions drawn by its librarians about how the library has, does, and will continue to contribute to the teaching and learning efforts of the campus community during and after the pandemic. Although the library building remained open as a physical space, the library building was not actually open as a library; however, traditional library services that were previously offered within the physical environment continued to be offered, albeit in modified capacities and in more digitally focused environments. At its core, the heart of the library is the human connections that librarians and library staff make with patrons; choices were intentionally made to transform services in ways that still encouraged human connectedness and belonging within unprecedented circumstances. Specific service-topics include: outreach and marketing; access services; reference and research services; information literacy instruction; maintaining grants; physical versus digital library materials in distance education; and faculty-student mentorship. The article will then explore novel conclusions drawn from this process of adaptation that will have far-reaching implications for the future of library services, as they contribute to the teaching and learning missions of campuses, once normalcy returns to higher education: e.g. the digital divide; equity of access; advocacy; and the implications of interactive, experiential learning.
"BEAUTIFUL" FENCES: CEILING OF CAREER DEVELOPMENT FOR COMMUNITY WORKERS—BASED ON THE ANALYSIS OF THE POLICY OF COMMUNITY WORKER TEAM CONSTRUCTION IN CHENGDU

Community workers are the mainstay of community governance, and the key to building a team of community workers lies in the formulation and improvement of policies related to community and team construction. At present, community workers are facing a "ceiling" for career development, which will not only affect the stability of the community workforce, but also the effectiveness of community governance. In this regard, Chengdu Municipality issued the Chengdu Community Full-time Workers Management Method in 2018. Based on the analysis of the policies on the construction of community workers in Chengdu, the author will propose possible problems in the relevant policies in terms of remuneration, education and training, career promotion and assessment and evaluation, and put forward a few thoughts on improving the policies to further ensure that community workers have more room for career development and promote the effectiveness of community governance. This will further ensure that community workers have more room for career development and promote the construction and development of the community workforce.