Reviewerly/exHarmony huggingface dataset:
Implementation of New Designs to Improve Efﬁciency of Solar Panels

As non-renewable energy resources are decreasing and becoming less feasible for long term use, the need for renewable resources for producing electricity is increasing. Options of renewable energy include wind farms, harvesting tidal energy, utilizing nuclear power and the use of solar panels. The problem with some of these options is that they are potentially hazardous, or that they might not produce enough power. However, solar panels are gaining popularity. Solar panels absorb energy from incident sun-rays and store it in batteries. In order to ensure peak efﬁciency, the panel must be perpendicular to the Sun in order to absorb maximum sunlight. This implies that the solar panel needs to continuously rotate in accordance to the Suns position as it traverses through the sky. This can be done with the help of a sun tracking system. Sun tracking systems are not a new concept, but our proposed design excludes the use of any microprocessor, that are used in conventional designs. Not using any computational device means that there is no need for an external power source. Thus making our proposed design a completely autonomous, stand alone system capable of performing at high efﬁciency without external power or intervention. Using the above mentioned technique and a few others, we predict a thirty percent increase in efﬁciency over industry standards.
Relationships among the Self-Control, Dance Passion, Dance Deviation, and Career Sense Maturity of the Dance Majoring College Students

The study is concerned with empirically checking and analyzing the relationships among the self-control, dance passion, dance deviation, and career sense maturity of the dance majoring college students. For the study, the questionnaires of the total 755 target dance majoring college students were analyzed. For data processing, analysis was done with PASW Statistics 22.0 and AMOS 22.0, and the frequency analysis, the factor analysis, the correlation analysis, and the structural equation model analysis were done. The result of the study is as follows. First, the self-control of the dance majoring college student affects the dance passion. Second, the self-control of the dance majoring college student affects the dance deviation. Third, the self-control of the dance majoring college student affects the career sense maturity. Fourth, the dance passion of the dance majoring college student doesn’t affect the career sense maturity. Fifth, the dance deviation of the dance majoring college student doesn’t affect the career sense maturity. Sixth, according to the finding, the dance passion of the dance majoring college student has the partially mediating effect on the influence of self-control on the career sense maturity, but dance deviation has no mediating effect on the contrary. Hence, in order to enhance the career sense maturity effectively, the career sense maturity of the dance majoring college student should be established with the focus on motivation.
전통적 IPA와 수정된 IPA를 이용한 항공서비스학과의 온라인 교육서비스 품질에 관한 연구

This study seeks to examine online education that has replaced face-to-face classes and has become the center of university education, not the role of assisting face-to-face classes since Corona 19. To this end, the importance of online education service quality and the resulting satisfaction were examined through IPA analysis using the 253 part survey of aviation service students in Gwangju, Jeollanam-do, Jeonbuk, and Chungnam. The verification results of this study are as follows:First, a quadrant of high importance and high satisfaction was both important and satisfactory for professors'' posture and expertise in traditional IPA analysis, and the revised IPA resulted in high importance and satisfaction of technical support and evaluation processes. Second, the two quadrants, which are of high importance but low satisfaction, are located only in the case of traditional IPA analysis, and were items of access to the education system, communication and information on employment. For the revised IPA, the same item is located in four quadrants, with two IPAs producing completely different results with the same item. Third, two IPA analyses were located in the three quadrants with low importance and satisfaction, and the items were found to be convenient to take, diversity in lecture content, and appropriateness of content.After conducting the traditional IPA, the revised IPA was to identify the difference between the two IPA analyses and to increase students'' satisfaction with the quality of online education services based on the results, suggesting effective educational services in aviation services.
Foundations for Knowledge and Belief Management

Three foundational principles are introduced: intelligent systems such as those that would pass the Turing test should display multi-agent or interactional intelligence; multi-agent systems should be based on conceptual structures common to all interacting agents, machine and human; and multi-agent systems should have an underlying interactional logic such as dialogue logic. In particular, a multi-agent rather than an orthodox analysis of the key concepts of knowledge and belief is discussed. The contrast that matters is the difference between the different questions and answers about the support for claims to know and claims to believe. A simple multi-agent system based on dialogue theory which provides for such a difference is set out.
Automatic translation system for characters of foreign literary works based on sparse representation

Automatic translation system for the characters of foreign literary works based on sparse representation is studied in this study. The powerful advantages and wide application of computer-assisted translation prove that machine translation and human translation are not opposed, and the relationship between the two is actually complementary. This paper uses the sparse coding theory to construct the intelligent model that can analyze the character patterns with semetic understanding. The image processing and computer system models are combined to construct the system. The proposed method is validated on the public database, and compared with the latest algorithms.
비용-일정 정보통합을 위한 빅데이터 기반 다차원-다수준 Data Cube 알고리즘

In the information age today, data are getting more and more important. While other industries achieve tangible improvement by applying cutting edge IT technology, the construction industry is still far from being enough. The imperfect methodology integrating cost and schedule data is the fundamental cause behind the times. The purpose of this research is to propose a new method to integrate cost and schedule data using big data technology, still remained as an unsolved assignment in the construction industry. The proposed method is designed to provide data integrity and flexibility in the integration process; considerable time reduction on building and changing database; and practical use in a construction site. It is expected that the proposed method can transform the current way that field engineers regard information management as one of the troublesome tasks into a data-friendly way.
DIGITAL TRANSFORMATION OF EDUCATION IN THE QUARANTINE CONDITIONS

The abstract of the report we receive as a formatting template from the KNOWLEDGE FOR RESEARCH AND PRACTICE team begins with a wise thought: Changes are happening everywhere, and the need to confront them is constant. This wisdom of an unknown author enlightened me (as the word of God) on the subject of my report - how COVID 19 compelled both friends and enemies of the digital transformation of education to realize it.At the University I work at, I have been thinking and acting on the topic DIGITAL TRANSFORMATION OF EDUCATION for 20 years. At the beginning of the millennium, Prof. Angel Smrikarov formed a team to create a platform for asynchronous distance learning. In 2012 it was reborn into E-Learning Shell 2. The students loved it because it saved them attending lectures without damaging their preparation. E_Learning Shell 2 is a huge online library with information on the technical, humanities, social, medical and health sciences.Since the beginning of the quarantine imposed in the country by COVID 19, this library has increased by 300 new training courses! Most of the courses are co-authored by colleagues who were previously outspoken opponents of the digital transformation of education. Others, like my humble person, have completed what they started over a year ago.The current thinking is trying to find and systematize the causes, to return to circulation (and to see and think) of people, to engage in training and education in Bulgaria.The research is based on E-publications in the e-learning network - positive and negative; the opinions of teachers and students in schools, of teachers, students and university assistants, of parents who have become teaching assistants because the quarantine motto is Stay home; opinions of the staunch opponents of computers and the INTERNET and of the curricula that include the Computer Modeling course in 3rd grade.The report attempts to analyze shared emotions in peer learning with multiple distance learning platforms, shared experiences of adversaries on social networks who ask their children to learn, the flipping of the grandmother formula teaches grandchildren, the teacher teaches students.
한국 중등 영어교사의 과업 기반 언어 교수법에 대한 중요도-수행도 분석

The purpose of this study investigates Korean EFL secondary teachers’task-based language teaching practice comparing with their perceptions on TBLT. To do so, 152 English teachers in Korean middle schools and high schools were surveyed and the data were analyzed using importance-performance analysis, frequency analysis, and exploratory factor analysis. The results show, firstly, they believe applying TBLT in class is important in general and to teach speaking skills is most important but listening is the least in particular. They practice TBLT most frequently to teaching writing but to teach listening least. Their reasons to avoid practicing TBLT were classified into four factors: learner, teacher, instruction, and institutional support, which confirmed the ones originated by previous studies but with a different interpretation. This study may lead a different approach on teacher training programs and teacher attitude changes in spite of some limitations of the research.
LibGuides: Navigating the Kitchen Sink in Word Online: Welcome!

This guide will take you through each tab in Office 365 Word Online, which GHC provides you through your student email account, so that you can format your papers.
General supervised learning framework for open world classification

In machine learning, the most common scenario for classification modeling is when the training set contains all possible classes and the algorithm learns to identify these classes. The problem setting in which the training data does not contain all classes is referred to as open-world classification problem. Hence, when the model is applied to new data, it is imperative to identify the instances belonging to unknown classes. While literature addresses this issue, most of the work in this field has been limited to the domain of computer vision and the solution approaches are specific to a particular type of machine learning algorithm. Furthermore, it is equally important to categorize the identified instances into their classes, to facilitate retraining and to the best of our knowledge, there is no generalized approach that provides a complete solution to the problem. This work proposes a framework that can identify instances from unseen data and also categorize the identified instances into their respective classes. We claim that this methodology works irrespective of the nature of the data and also the type of classifier under consideration. To validate our claim, the methodology is tested on different types of data such as image, text, sensor, etc. Furthermore, the proposed framework is demonstrated on the case study; social media analytics for community resilience. Our results show that the performance of the methodology is successful and consistent across the data sets and the case study considered.
More Mini Projects

In the previous chapter, we learned about web development with Python. We took a brief look into HTML, CSS, and JavaScript, and we created your first program with Flask. In this chapter, let’s create some more mini projects with the Python concepts you’ve learned in this book.
ANALISIS KEKUATAN PAPAN PARTIKEL DARI SERAT AMPAS TEBU DENGAN PENAMBAHAN RESIN POLYESTER UNTUK PEMBUATAN PAPAN SKATEBOARD

Composites are materials that are formed when two or more different components are combined (Kroschwitz, 1987). K. Van Rijswijk et al in their book (Natural Fiber Composites, 2001) describes a composite is a hybrid material made of fiber-reinforced polymer resin, combining mechanical and physical properties. Research on the strength analysis of particle board by utilizing bagasse so that it has a better economic value. Variations in the ratio of fiber fraction and polyester resin were 2:40, 5:40 and 8:40 with each and mixed based on the ratio of fiber weight fraction and resin weight. Based on the analysis using ANOVA, it was found that the best composition of the final composite product was in the composition of 8 grams of bagasse fiber and 40 ml of polyester resin. The composition has a bending strength of 9, 19 N / mm2. Based on the analysis using ANOVA, it was found that the optimization parameters were 0.04 millimeter layer thickness and 16 seconds lighting time, the optimal results were in the dimensions of 40.01 millimeters in diameter and 3.20 millimeters of thickness.
Awareness and Use of Library Resources by the PG Students of Private Universities in Bangalore City: A Study

The primary aim of academic libraries is to fulfil the information needs of their user’s community. The present study intention is to know the extent of use of library resources by the PG students of Private Universities in Bangalore city. Further study has been stressed on the level awareness about various information sources as well problems faced while accessing those resources are identified. For this purpose the researcher prepared a structured questionnaire and distributed to 120 respondents and received back 100 questionnaires with the response rate being 83.33%. The study findings reveals that the still the PG Students are preferred to access print books for their study and reference and at the same time they are well aware of various information resources available their respective libraries.
Upgrading Multiple Cisco IOS XE Routers

This chapter explains object-oriented programming (OOP) by using a real production example. Then the chapter will discuss Python application flow controls using a username and password application example. Finally, we will discuss the logical thinking processes involved in planning an IOS upgrade.
CONSOLE Project - Deliverable 7.4 - "Data Management Plan"

The DMP provides details regarding all the research data collected and generated within the CONSOLE project. In particular, it explains the way research data are handled, organized, licensed and made openly available to the public, and how they will be preserved after the project is completed. The DMP also provides motivations when versions or parts of the project research data cannot be openly shared on account of third-party copyright issues, confidentiality or personal data protection requirements, or when open dissemination could jeopardize the project achievements. The details and the final number of the project data sets may vary during the course of research.
APPLICATION OF MULTI-DIMENSIONAL ANALYSIS METHODS TO ASSESS SOCIAL EXPECTATIONS OF STUDENTS IN PRIMORSKY KRAI

The article deals with the results of the study of the structure and mechanisms of the formation of social expectations of the student youth of Primorsky Krai. The study is based on data from monitoring students ‘ opinions using two online questionnaire forms. Special attention is paid to the analysis of the dependence of students ‘ motivation to study and professional expectations. The most important factor influencing labor motivation is the demand for innovative knowledge in the labor market of the region. It is noted that targeted state support of graduates is required for employment after graduation.r attention in the article is paid to the analysis of the dependence of the factors of students’ motivation for learning and professional expectations. The most important factor affecting the labor motivation of students is the demand for innovative knowledge in the labor market of the region. To solve the problem of employment after graduation from a university, targeted government support of graduates is required.
Measuring the Satisfaction Level of Students in University Education

This is a study to determine and satisfy student satisfaction in University. The focus groups are primarily used to identify factors (standards) that change the quality of service and to increase perception of the university education. The questionnaire created to change student satisfaction and determine what was important specially to check the level of satisfaction in university education. The analysis of different attempts to consider a set of criteria in the same way. Therefore, it is possible to agree on using the set to measure student satisfaction. This study focuses on subsequent research and the development of procedures for evaluating student satisfaction between tertiary institutions, their dynamic development, global competition, and tertiary institutions of higher education.
CORRELATION BETWEEN NEUTROPHIL LYMPHOCYTE RATIO AND CYCLE THRESHOLD VALUE OF RT PCR IN PATIENTS CONFIRMED COVID-19 IN LAMPUNG

Purpose: The purpose of this study was to see a correlation between the Neutrophil Lymphocyte Ratio (NLR) and the Cycle Threshold (Ct) value of the Reverse-Transcriptase Polymerase Chain Reaction in patients who were confirmed positive for COVID-19 in laboratory of Dr. H Abdul Moeleok Hospital in Lampung Province.Research Methodology: This research is an analytical study of the cross-sectional method using secondary data where all data were taken from July-September in the hematology and biomolecular laboratory of Dr. H Abdul Moeloek Hospital. The total number data for patients who have NLR is 59. The NLR value is obtained by dividing the absolute neutrophil count by the absolute lymphocyte count using Mindray's BC 6200 automatic hematology tool. Primers used by the PCR tool Abbot M2000sp detected 2 of 3 genes (ORF 1a, N, and E). A Ct value is considered positive for COVID-19 if it is less than the threshold of 40.The number of samples that had NLR and Ct gene ORF 1a was 38. The number of samples that had NLR and Ct gene N values was 56. The number of samples that had NLR and Ct gene E was 28.The correlation test between the NLR and the Ct value used the Spearman correlation test.Results: The results of the Spearman correlation test between the NLR and the Ct value of the ORF 1a gene were (r) = -0.231 with a significance value () of 0.163. The results of the Spearman correlation test between NLR and the Ct value of the N gene were -0.173 with a significance value of () = 0.201. The result of the Spearman correlation test between the NLR and the Ct gene E value was -0.023 with a significance value of () = 0.908.These results can be concluded that there is a weak and insignificant negative correlation between NLR and the Ct value of the three specific SARSCoV-2 genes that cause COVID-19.Limitations: The limitations of this study are that it does not analyze comorbid risk factors that can affect the patient's NLR other than SarsCoV-2 infection and do not analyze the swab sampling method for RT PCR.Contribution: The results of this study are expected to provide an initial contribution to further research in the form of hematological examination results, namely NLR, which is relatively simpler as a prediction of monitoring the course of COVID-19.Keywords: Confirmed COVID-19, Cycling Threshold value, Neutrophil Lymphocyte Ratio
THREE DIMENSIONAL MOVABLE BOOKS FOR CHILDREN

Three dimensional (3D) “pop-ups” are multisensory books appealing to audio, visual and tactile experiences of readers. They bring children and parents together and positively contribute to the educational and cognitive development of children. The design and production process of pop-ups plays an important role in the efficiency of this contribution. The increasing number and demand towards these books in recent years necessitates an interdisciplinary study from the perspective of visual and media arts, related engineering fields (such as paper engineering) and publishing technologies. Pop-up books are also regarded as educational materials, therefore constituting an interesting subject for pedagogy.
PENERAPAN MODEL “STALAKMID” UNTUK MENINGKATKAN KETERAMPILAN MEMBACA BERITA SISWA KELAS VIII D SMP NEGERI 5 KABUPATEN MUARO JAMBI

This research aims to determine the effectiveness of the implementation of the STALAKMID model in the students’ skill of reading news text. This class action research was conducted in 2 cycles with the research subjects of class VIII D students of SMP 5 Muaro Jambi academic year  2013/2014. Each cycle consists of two meetings. In each cycle, students are listening to news footage. Based on the learning that has been implemented, it can be known that the STALAKMID model is effective to help students in reading news text. This can be seen from the learning process that went smoothly and followed by students in earnest. Based on the students' assessment, which includes several indicators such as the ability to mark news texts, improvement of reading skills of news text, the average score in cycle I of 69.82, while in cycle II the average score is 74. This means that there is an improvement in learning outcomes by using the STALAKMID model.
Best Mechanical Keyboard

What’s so special about mechanical keyboards that have got nearly everyone making it their preferred choice for a keyboard? Is it the durability it ...
Lots and Lots of Information!

In the previous chapter, we learned all about automating your code with for and while loops. We also looked at the break and continue statements and created a lot of colorful, mini projects.
INNOVATION EXPERIENCE IN THE DEVELOPMENT OF COMMUNICATIVE COMPETENCE OF STUDENTS

The article is devoted to the content and work of the Finnish «storytelling style» implementation in the development of communicative competence among students.
Classification of Rules Induced by MODLEM via Boosting

Rule Induction in the space of AI characterizes formal guidelines that are acquired from a bunch of perceptions. MODLEM is a utilization of the standard enlistment calculation. In this paper, to improve the exhibition of this characterization, a group with boosting approach is viewed as where tests are picked by their likelihood dispersion that updates relatively to the example mistake. For this model, distinctive informational indexes have been gathered from UCI AI archive site. In light of the gathered information, the best dataset is picked and furthermore contrasted and existing models like Naive Bayes, RBF, MLP, OneR and accomplishes better exactness.
Research on Information Design and Application of Computer Specialties in Higher Vocational School Based on Mobile Learning Environment

Students' learning is not limited by time and place thanks to mobile learning environment, which facilitates teachers' information-based teaching.However, mobile learning requires high ability and awareness of students' independent learning, especially for the abstract and boring computer specialties in higher vocational school, which dampens information-based teaching effect.In this paper, considering mobile learning environment, careful information-based teaching design and practice concerning computer specialties in higher vocational school are conducted to utilize the application edges of mobile learning, and significantly improve teaching effect.