Reviewerly/exHarmony huggingface dataset:
Philosophical Aspect of Forming the Foundations of New Quality of Education by Transforming the Institutional Environment

The research highlights the foundations of a new quality of education formed by transforming the institutional environment. The study's methodology is a complex of approaches, revealing in interrelation the philosophical aspect of the formation of the foundations of the new quality of education - including systemic and personal-activity approaches; logical and historical approaches; qualitative and quantitative approaches; phenomenological and ontological approaches. The foundations of a new quality of education formed by transforming the institutional environment based on the philosophical aspect are proposed to be divided into two groups: objective and subjective foundations. Objective foundations have an impact on the education quality while not being conditioned by the institutional environment. Subjective foundations, on the contrary, are in a direct causal relationship with it. We consider it necessary to single out Informatization and Integration of Society among objective foundations. As subjective foundations, we single out Quality Assurance and the Dynamics of Interests of all participants in the educational, research, entrepreneurial and innovative processes. Subjective foundations are proposed to be considered in the European term Quality Culture structure.
Pedagogical Conditions for Media Culture Formation in a Future Teacher

The research aims to substantiate the need for media culture formation in a future teacher in the process of studying at a pedagogical university. The paper explains the role of media culture in professional activities of a teacher, identifies the significance of the pedagogical conditions described, provides examples of practical tasks for media culture formation in a future teacher. Scientific novelty of the research lies in clarifying the notion of the “media culture of a future teacher” and developing methodological recommendations for the organisation of classes directed at media culture formation in a future teacher. As a result, it has been shown that media culture formation is aimed at improving the personality and professionalism of a future teacher in the aspect of using media in professional activities.
Curriculum Design and Exploration of Preschool Education Major Based on OBE Concept: — Take “Mathematics Education for Preschool Children” as an example

Under the dual background of professional certification and curriculum reform at present, the concept of OBE is an advanced concept of curriculum reform and practice for teachers’ majors in higher education. The concept of OBE inspired the curriculum objectives of normal majors should be determined by graduation requirements, the curriculum content should be reconstructed by professionalism, the curriculum teaching should be designed by student-centered, and the curriculum evaluation should be changed by ability training. Based on the OBE concept, the curriculum design and exploration of mathematics education for preschool children have determined the curriculum goal of organic integration of knowledge, ability and quality, reconstructed the “Three-stage” curriculum content integrating theory and practice, constructed the mixed teaching mode of the dual mentor guidance, and formed a measurable comprehensive evaluation of growth.
Steerable Near-Quadrature Filter Pairs in Three Dimensions

Steerable filter pairs that are near quadrature have many image processing applications. This paper proposes a new methodology for designing such filters. The key idea is to design steerable filters by minimizing a departure-from-quadrature function. These minimizing filter pairs are almost exactly in quadrature. The polar part of the filters is nonnegative, monotonic, and highly focused around an axis, and asymptotically the filters achieve exact quadrature. These results are established by exploiting a relation between the filters and generalized Hilbert matrices. These near-quadrature filters closely approximate three dimensional Gabor filters. We experimentally verify the asymptotic mathematical results and further demonstrate the use of these filter pairs by efficient calculation of local Fourier shell correlation of cryogenic electron microscopy.
Peran akun twitter @literarybase dalam meningkatkan minat baca followersnya

Introduction. @literarybase is an autobase account focusing on literacy and literature on Twitter. This article discusses the role of @literarybase in increasing the reading interest of its followers based on principles of reading interest development. &#x0D; Data Collection Methods. This study used a quantitative approach with survey method as the data collection technique involving 288 followers of @literarybase account.&#x0D; Data Analysis. The data was analyzed using a descriptive analysis method.&#x0D; Results and Discussion. The results showed that the @literarybase account played a significant role as a place to increase followers' reading interest. In general, the @literarybase account has applied the principles of reading interest development framework. &#x0D; Conclusion. Based on the findings, the application of the principle of teaching interest self-regulation strategies on the @literarybase account is still not as effective as the other three on reading interest development principles.In managing the account, the @literarybase, more interactivediscussions with their followers to support activities related to literacy and literature.
Sistem Informasi Pelayanan dan Pengelolaan Rukun Tetangga (SIPP RT) Menggunakan Metode Depth First Search Berbasis Web

The government system in Indonesia is divided into several levels, starting from the central government, regional government, to the smallest at the RT (neighborhood) level. At the RT level, administrative services and management, such as citizen data collection, financial reporting, providing information, and so on, are still mostly done manually so that their service practices are not optimal. Therefore, we need a system that can improve services at the RT level. With the design of a service information system and neighborhood management using the web-based DFS (depth first search) method, it is hoped that it can improve the services of RT management and make it easier for residents to search for information at the RT level. This system is made using the PHP programming language and MySQL as the database. The method used is DFS (depth first search) because it can optimize the web in searching for information based on the keywords entered so as to shorten the time in getting the information needed in RT services and management
Development of Augmented Reality Application

AutoCAD, SketchUp, Unity, and Vuforia were used to create the augmented reality application. Making the floor plan of each floor of the civil department in AutoCAD and creating a 3d model of the outside and interior using those AutoCAD plans in SketchUp, applying the material to the model, and importing or making the component like door, window, table, board, and so on. Importing the SketchUp model into Unity and verifying that the texture was applied correctly, as well as importing the image target into the vuforia website, which will create a database of the image that can be used as an image target in Unity. Using Cscript, create a first-person perspective character controller and export the project as an application. In Lumion, I'm creating a walkthrough.
Analisis Tingkat Literasi Data di Kalangan Pustakawan Badan Riset dan Inovasi Nasional

Based on Law Number 11 of 2019 concerning the National System of Science and Technology chapter 40 regulating the mandatory handover of primary data for the output of research, it is necessary to measure the level of data literacy among librarians of the National Research and Innovation Agency (BRIN). As a newly formed institution, BRIN requires a reference for the leadership in implementing the law. This study aims to determine the level of data literacy among librarians based on agency origin, education, age, gender, years of service, and level of position. The method used is a survey of 68 respondents from Ex BATAN, BPPT, LIPI, and LAPAN. The indicators consist of data culture, searching, visualizing, communicating, assessing interpreting data. Data processing used SPSS 26 and Lickert scale. The result of this study is that in general, the level of data literacy of BRIN librarians was in a good category. The level of data literacy of BPPT librarians is in the first position, the librarian with undergraduate education level has the highest scores. Women are more literate than men. Librarians with 10-15 years of service entered the first position. Librarians aged more than 60 years and the main expert librarian were ranked first. This study concludes that the level of data literacy in BRIN librarians is in a good category. However, data visualization and communication are in the sufficient category, so it is recommended to provide capacity building for librarians through training and the like.
SERUM FERRITIN LEVEL IN PATIENTS WITH ACUTE HAEMORRAGIC STROKE AND ITS ASSOCIATION WITH OUTCOME

Background:Stroke is characterized by acute onset of focal neurological deficit lasting 24 hours or longer. With the increasing incidence of hemorrhagic stroke in Indians, the use of biochemical markers like Ferritin can predict outcome. This study was undertaken to study level of Serum Ferritin levels in patients with acute hemorrhagic stroke and it association with the outcome. Materials and Methods: This was a hospital based cross sectional observational study with 90 patients with acute hemorrhagic stroke admitted into the Department of Medicine, JMCH since 1st July 2020 till June 30th 2021. All the patients subjected to investigations and inclusion and exclusion criteria. Equal number of age and sex matched healthy individuals were included in the study as control Results: In this study the mean age group with Acute Hemorrhagic Stroke was 63.3 +-7.2 years. Of the total cases 57 were males (63.3%) and 33 female (37.7%). Hypertension was the most common risk factor associated present in 67.8% patients which is 53.3. The most common site of bleed was the basal ganglia. The mean serum Ferritin value was 333.44 +92.12ng/ml in patients with acute hemorrhagic stroke .The serum ferritin values correlated with the hematoma volume and higher values were associated with increased mortality . Conclusion: In the study Serum Ferritin values were significantly higher 445.29+-97.70 ng/ml (p value&lt;.001) in patients which deteriorated and showed a positive correlation.
Entrepreneurship opportunities in Ethiopia and the role of educational institutions

The economy of Ethiopia is growing stronger with each passing day. This has led to an increase in business opportunities in the country. Ethiopia is expected to become an industrial-based economy. Ethiopia has maintained strong investor interest as one of the top investor destinations in Africa, becoming the second largest FDI recipient in Africa. The business ideas that you could consider to make the most of the present economic boom. If you have decided to start with your business idea in Ethiopia, you have taken the right decision. This is because the economy of Ethiopia has shown impressive growth from 2000 onwards. The expanding economy of Ethiopia has opened up opportunities in various sectors like agriculture, food processing, IT, and the service sector. Therefore, you have ample scope to succeed in building a successful business in Ethiopia. The infrastructure of Ethiopia has also improved to a great extent in the last decade and it’s easy to start and grow a business. Ethiopia offers a lot of opportunities to start small business. Several new reforms and different funding sources have been established to encourage new business ideas in Ethiopia.
Bilinear pooling in video-QA: empirical challenges and motivational drift from neurological parallels

Bilinear pooling (BLP) refers to a family of operations recently developed for fusing features from different modalities predominantly for visual question answering (VQA) models. Successive BLP techniques have yielded higher performance with lower computational expense, yet at the same time they have drifted further from the original motivational justification of bilinear models, instead becoming empirically motivated by task performance. Furthermore, despite significant success in text-image fusion in VQA, BLP has not yet gained such notoriety in video question answering (video-QA). Though BLP methods have continued to perform well on video tasks when fusing vision and non-textual features, BLP has recently been overshadowed by other vision and textual feature fusion techniques in video-QA. We aim to add a new perspective to the empirical and motivational drift in BLP. We take a step back and discuss the motivational origins of BLP, highlighting the often-overlooked parallels to neurological theories (Dual Coding Theory and The Two-Stream Model of Vision). We seek to carefully and experimentally ascertain the empirical strengths and limitations of BLP as a multimodal text-vision fusion technique in video-QA using two models (TVQA baseline and heterogeneous-memory-enchanced ‘HME’ model) and four datasets (TVQA, TGif-QA, MSVD-QA, and EgoVQA). We examine the impact of both simply replacing feature concatenation in the existing models with BLP, and a modified version of the TVQA baseline to accommodate BLP that we name the ‘dual-stream’ model. We find that our relatively simple integration of BLP does not increase, and mostly harms, performance on these video-QA benchmarks. Using our insights on recent work in BLP for video-QA results and recently proposed theoretical multimodal fusion taxonomies, we offer insight into why BLP-driven performance gain for video-QA benchmarks may be more difficult to achieve than in earlier VQA models. We share our perspective on, and suggest solutions for, the key issues we identify with BLP techniques for multimodal fusion in video-QA. We look beyond the empirical justification of BLP techniques and propose both alternatives and improvements to multimodal fusion by drawing neurological inspiration from Dual Coding Theory and the Two-Stream Model of Vision. We qualitatively highlight the potential for neurological inspirations in video-QA by identifying the relative abundance of psycholinguistically ‘concrete’ words in the vocabularies for each of the text components ( e.g., questions and answers) of the four video-QA datasets we experiment with.
Breast Cancer Detection Using Machine Algorithms

The most frequently occurring cancer among Indian women is breast cancer. There is a chance of fifty percent for fatality in a case as one of two women diagnosed with breast cancer deaths in the cases of Indian women. This paper aims to present a comparison of the largely popular machine learning algorithms and techniques commonly used for breast cancer prediction, namely Random Forest, KNN (k-Nearest-Neighbor), Support Vector Machine, and XG Boost techniques. The Wisconsin Diagnosis Breast Cancer data set was used as a training set to compare the performance of the various machine learning techniques in terms of key parameters such as accuracy and precision. The results obtained are very competitive and can be used for detection and treatment. Breast cancer disease causes a massive number of deaths in the world. After the traditional cancer detection methods, the latest technologies enable experts with numerous adaptive methods to discover breast cancer in women. Breast cancer affects the majority of women worldwide, and it is the second most common cause of death among women. Breast cancer is among the most serious illnesses/diseases in India, causing many deaths in the current situation. Due to changes in food and lifestyle, the number of cancer cases in women is increasing day by day. Different types of machine learning are implemented for the prediction of breast cancer with a high accuracy rate. We develop different machine learning algorithms for the prediction of breast cancer.
Improving face recognition by pose-aware quality assessment and judgement

Face recognition has grown rapidly in the past several years due to advances in deep learning. More and more applications have emerged as this technology becomes more mature. However, face recognition under uncontrolled conditions is still quite challenging. For example, real-world applications usually encounter the issue of non-frontal standing pose which causes the face recognition system to degrade or even fail. Thus, this research work studies the issue of non-ideal facial pose in face recognition and propose to addresses this problem via pose-aware quality assessment and judgement. We first implement a standard face recognition system, consisting of an MTCNN face detection stage and a FaceNet face recognition stage. Then, we introduce a Quality Assessment and Judgement (QAJ) stage between the face detection stage and the face recognition stage. The QAJ stage conducts facial pose estimation which is realized through a DNN. Given a facial input, the QAJ stage assesses the facial pose and judges if the input is satisfactory in terms of quality. Inputs of poor quality will be screened and dropped out while inputs of high quality will be passed to the subsequent face recognition stage to output a final recognized identity. In the experiments, we compare the face recognition rates with and without the QAJ stage. Using a pose threshold of 15°, we find out that the recognition rate is improved by 2.83%, which is a significant improvement on the recognition performance and justifies our proposed technique of QAJ.
Improving the Performance of Heterogeneous Data Centers through Redundancy

We analyze the performance of redundancy in a multi-type job and multi-type server system where PS is implemented. We characterize the stability condition, which coincides with that of a system where each job type only dispatches copies into its least-loaded servers, and those copies need to be fully served. We then investigate the impact of redundancy in the stability condition by comparing that to the stability condition of a non-redundant system in which a job arrival is routed to only one randomly selected compatible server. We observe that if server loads are sufficiently heterogeneous redundancy can considerably improve the stability region of the system.
Methodical approaches to the development of online courses based on free network tools

The purpose of the study is to identify methodological approaches to the development of online courses based on free network tools. The scientific novelty lies in the fact that an algorithm is proposed that simplifies the choice of network tools for the development of electronic courses, including specialized platforms, website designers, online services adapted to the creation of educational materials, and services used to present the results of individual and group work of students. As a result, a classification of online educational materials with variants of services implementing them, as well as a methodology for developing an online course, is presented.
Open Guidance Model Intelligent Platform for University Electronic Technology Experiment

Combining the construction of experimental teaching demonstration centers and experimental teaching reform practices in recent years, the connotation and characteristics of the open experimental teaching model are proposed, that is, the diversification and openness of experimental teaching objectives, subjects, methods, content, and resources. It is pointed out that the function of experimental teaching is to cultivate students' spirit of being good at practice and brave in innovation, and then analyzes the management principles that should be followed in the implementation of open experimental teaching, and handles the relationship between dominance and subject, inheritance and innovation, openness and restraint, and improve students' basic skills. Experimental skills and innovative abilities have brought the level of experimental teaching to a new level.
Child/Thoreau

This essay reads Lydia Maria Child and Henry David Thoreau against the grain of the usual literary taxonomies in order to consider the degree to which two key preoccupations animated their respective work: first, What constitutes a good life and how might people of limited or moderate means achieve it within a volatile and unforgiving US economy? And, second, How might individuals conceive of and act on their responsibilities to suffering others, especially enslaved Americans, and what should one’s disposition be toward injustice more generally? With attention to their overlapping inquiries into frugality, self-improvement, economic instability, and social injustice, I argue that Child and Thoreau are crucial authors for understanding both the mid-nineteenth and the early twenty-first centuries.
Theoretical aspects of the organization of continuous methodological support of teachers in the conditions of digitalization of education

The purpose of the study is to reveal the theoretical aspects of the organization of continuous methodological support aimed at improving the qualifications of teachers in the formation of a digital educational environment. The article focuses on the need for a systematic revision of conceptual approaches to the organization of methodological support in the formation of a digital educational environment as the most important component of the implementation of the tasks of priority national projects; approaches to the concept of accompaniment, its pedagogical and methodological aspects are analyzed; attention is drawn to various interpretations of the concept of "methodological support"; highlights the general components of methodological support; its principles are revealed; the main directions of activity of methodological support in the conditions of the formation of a digital educational environment are determined. The main components of the teacher's digital culture are analyzed. Scientific novelty lies in the development of the model "Organization of continuous methodological support, ensuring the formation of digital culture of teachers" based on the analysis of the theoretical aspects of the issue under consideration. As a result of the study, the conditions for the effective formation of methodological support aimed at developing the digital culture of pedagogical workers in educational organizations were identified.
Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models

Journal of the Royal Statistical Society: Series A (Statistics in Society)Early View BOOK REVIEW Explanatory model analysis: Explore, explain, and examine predictive models , Biecek, Przemysław and Burzykowski, Tomasz, 2021, Boca Raton: CRC Press, ISBN: 9780429027192 Simon French, Simon French simon.french.50@gmail.com Alliance Manchester Business School, Manchester, UKSearch for more papers by this author Simon French, Simon French simon.french.50@gmail.com Alliance Manchester Business School, Manchester, UKSearch for more papers by this author First published: 06 June 2022 https://doi.org/10.1111/rssa.12879Read the full textAboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onFacebookTwitterLinked InRedditWechat No abstract is available for this article. Early ViewOnline Version of Record before inclusion in an issue RelatedInformation
The Kinetics of the Seismic Cycle

Large earthquakes are necessarily punctuated by some degree of strength recovery, such as “fault healing”, but does quartz cementation during fluid-fault interactions facilitate that process?