Reviewerly/exHarmony huggingface dataset:
Systematic Survey of Data Mining Technique

Information mining is the disclosure of plans and models in huge and complex informational indexes. There are two sorts of information mining: Model construction and model area. Model design in data mining is actually similar to verifiable illustrating, but new issues arise by virtue of the huge sizes of the data records and the way that Data mining is habitually discretionary data assessment. Model disclosure searches for quirks or minimal close by plans in data, with the enormous mass of the data being insignificant. Without a doubt, one viewpoint on various large-scale data mining practices is that they essentially contain isolating and information decrease.
Virtual Reality Application For The Vestibular Ocular Motor Screen: A Comparison With A Novel Prototype.

Clinical assessment of sport related concussion (SRC) involves a multifaceted test battery reliant upon accurate baseline measures. Advances in technology have prompted the use of virtual reality (VR) platforms to improve enjoyment of baseline and post-injury assessments. Possible influence of VR sickness for some users may deter the use symptom provocation tests like the Vestibular/Ocular Motor Screening (VOMS) exam in VR. It is important to understand baseline performance of the VOMS in VR as it might influence overall symptom provocation. PURPOSE: The purpose of this study was to examine differences in the VOMS using a clinical prototype (PRO) versus using a virtual reality (VR) stimulus with respect to symptom provocation change score (SPCS) and near point convergence (NPC) average score in a healthy population. METHODS: Data was collected from 15 healthy subjects (Female = 9, male = 6, avg. age = 20.86 years) who completed the VOMS assessment using the PRO and VR method in the same sitting. Symptoms assessed consisted of headache, nausea, dizziness, and fogginess. Subjects were asked to state the severity of each symptom based upon a scale of 0-10. After a 5-minute break, the same subjects completed the VOMS with an HTC Vive Pro Eye HMD (90 Hz; 2880x1600 pixels). The headset was powered by an Acer Predator gaming laptop with a 7th Generation Intel Core i7 Quad-Core processor with 16GB of memory and NVIDIA GeForce GTX 1070 graphics card. The VOMS stimuli was created with the Unity Software package (Unity3D engine version 2019.1.6) in which the VOMS protocol was simulated in a VR environment. Mann-Whitney U tests assessed the differences in total SPCS and NPC average score from baseline between both methods. RESULTS: For SPCS, the results indicate that the PRO method (avg = 1.4 ± 1.77 symptoms) and the VR method (avg = 0.9 ± 1.18 symptoms) of administering the VOMS were not significantly different (p = 0.33, Cohen’s d = 0.33). With respect to NPC average, there was no significant difference (p = 0.19, Cohen’s d = 0.22) between the PRO method (avg = 2.33 ± 1.74 cm) and the VR method (avg = 3.08 ± 4.42 cm). CONCLUSION: These data suggests that using a VR system to administer the VOMS may not elicit additional symptoms and it may be a viable tool for the collection of baseline symptom provocation data in a healthy population.
The Impact Of Reflexive Learning Strategy On Mathematics Achievement By First Intermediate Class Students And Their Attitudes Towards E-Learning

Reflected learning strategy has been identified as one of the modern strategies that contribute to the academic success of students in mathematics. With the increasing requirements and the global trend to modernize teaching methods, which focus on students and not the teacher, teachers pay great attention to the use of modern teaching methods and to find their impact on important variables. Therefore, the research aims to find the effect of a reflexive learning strategy on mathematics achievement by first-grade intermediate students and their attitudes towards e-learning in Baghdad. The research community consisted of first intermediate students for the first course for the academic year (2019-2020 AD), and the two researchers adopted the experimental research method, while the research sample was (50) students who were selected by random sample and divided into two groups, one experimental and the other control. The two tools that were used were the achievement test and a measure of the trend towards e-learning. The results indicated that there are statistically significant differences in academic achievement in favor of the experimental group, and students who studied the course through the strategy of reflexive learning were more effective and positive than those who studied by the traditional method, and within the experimental group there is a strong positive trend towards the use of e-learning in teaching.
STEM EDUCATION OF STUDENTS AT CHILDRENS UNIVERSITY

The article describes the STEM education projects presented on the educational platform of the Childrens University, created on the basis of Sh. Ualikhanov Kokshetau University, in the context of traditional and distance learning. The article aims at studying the activities of the Childrens University and identify indicators that arouse interest among primary school students in STEM education. The study involved children from 8 to 12 years old in the amount of 250 students from schools in the city of Kokshetau (Kazakhstan). Methods: A mixed method, questionnaire and semi-structured interviews of children were used. The Likert scale questions allowed for the analysis using descriptive statistics. Open-ended questions and data from the interviews were classified using content analysis and analytically interpreted through the theory of the development of cognitive interest in children. Results: the study identified a new factor influencing childrens interest in STEM education at the Childrens University  future teachers-students. Five important indicators proposed in previous studies were checked: the topic of classes, the learning environment, the spectacularity of the classes, training, the role of the family in face-to-face meetings and distance learning at the Childrens University. Conclusions: the study highlighted a new factor that arouses the interest of primary school students in STEM education when visiting Childrens University, of interest to all parties involved in STEM education in non-formal learning
Counterfeiting of Trademarks

You must have encountered counterfeit products (or duplicate products) in your daily life. These counterfeits products are basically non-genuine or duplicate copies of mostly the top branded companies in the market PUMA, STARBUCKS COFFEE, and NIKE are some branded companies to cite. In this 21st centuries counterfeiting is regarded as crime of the century. Counterfeiting is considered as trademark violation along with three other types i.e. infringement, dilution and cybersquatting. Cybersquatting is related to the domain name and thus is not covered in this paper, however, infringement and dilution have some similarity with counterfeits and thus is briefly covered in this review paper. The Trademark Act, 1999 which provides protection to the trademark owner against the infringer also provides the protection against the counterfeits. Further, the researchers in this paper have discussed the nature and brief history of the trademark, difference between infringement and counterfeits, meaning and nature of the counterfeits and legal remedy available to the trademark owner against the counterfeiter.
LibGuides: Doing Research with Primary Sources: Source Types

This LibGuide provides information about preparing for and conducting research using a variety of primary source types.
Impact of Awareness, Readiness, Control, Response and Technology Usage on Crisis Management of Drones Threats in Dubai International Airport

The aim of study is to examine the impact of the crisis readiness, crisis awareness, crisis control, crisis response on the effective crisis management. Besides to technology usage as a moderation relationships to effective crisis management in Dubai Airport. The study assumed that the crisis management, the practices, and technology use can be measured in numbers and prediction can be acquired from analysis. Therefore, the study is belongs to positivism philosophy, deduction approach, quantitative methodology, empirical survey passed study, used cross sectional data, and data is original. The target or study population chosen for this research is the totals number of employees both senior and junior staffs working at the Dubai international airport. The reason for this is that if crises stuck, all will be affected, and they have a big role to play in managing crisis. The actual sample size is 364 employees and the distributed survey is 440, which distributed by using face-to-face data collection methods in a convenience technique of samples selection. Overall, direct relationships for the four predictors of crisis management is significant; The precedence for the relations based on the path coefficient value is crisis awareness (0.319), crisis control (0.107), crisis readiness (0.368), and crisis response (0.283). For the moderating relationships of technology use, three interactions have a positive significant interaction; crisis control (0.048), crisis response (0.078), crisis readiness (146); but the Crisis Awareness (CA) has no significant change based on technology use.
Faults in Cloud Environment

Cloud computing is an area in great expansion in the recently years and have begin to be indispensable for greatest majority of world population, even for those who do not work directly on technical areas. One of the greatest challenge in this field encompass the planning of systems in a way to decrease implementation costs while maximizing the efficiency; simulation can be used evaluate alternatives on part of the project. Fault injection is one of the main aspects that can be tackled by simulation. Unhandled faults on the cloud environment can lead to downtime and financial losses. This paper presents the implementation of new faults in the fault injection system for the cloud simulator iSPD (iconic Simulator for Parallel and Distributed Systems), aiming at enhancing the simulation tool, and improving users experience on it.
A Novelty Detection Algorithm in the Presence of Noise

<p indent="0mm">To address the poor performance of novelty detection in the presence of noisy samples, a method named kernel null space discriminant locality preserving projections (KNDLPP) is proposed. Firstly, the training samples are transformed into a high dimensional space through a kernel function implicitly, and different weights are assigned to these samples according to the distance weighted scheme in the kernel space, to preserve the locality while reducing the impacts of noisy samples. Then, through the kernel null space of intra-class, each class collapses to a point, which makes each known class concise efficiently. Finally, a projection matrix maximizing the distance among inter-classes can be computed based on the null space, thus after these steps a discriminative transformation matrix is got to characterize the distribution and similarity of samples. This method can grasp the underlying structure of samples, and improve the discrimination between the known classes and the unknown novelty. The comparison experiments are based on eleven public datasets, the results validate the effectiveness and robustness of proposal during the testing, and this method performs well for novelty detection. During the experiments about locality preserving on 4 UCI datasets, the whole mean AUC of KNDLPP is 90.656%. During the experiments about complex structure on Banana, Moon and 3 UCI datasets, the whole mean AUC of KNDLPP is 91.949%. During the experiments on 2 clean high dimensional datasets for novelty detection, the whole mean AUC of KNDLPP is 86.214%, which is 4 percent higher than the second best algorithm. On 4 UCI datasets with 4 different kinds of noise, the performance of KNDLPP ranks first.
Systemic definition of the concept of advanced education and its role in the formation of personality

The article attempts to reveal the essence of advanced education, notes the role of predictive studies, all aspects of the interpretation of the content are listed with reference to B.S. Gorshunsky. Particular attention is paid to the value aspect, since it is of a general nature, since the value of education is determined by the attitude of a person to his own education, and the attitude of the state and society to education does not always coincide. Pointing to the reasons for this attitude, the author focuses on literacy, education, professional competence as qualitative indicators of the educational results of an individual. The article also provides an overview of research by scholars who have made a great contribution to the development of value education. The author analyzes the concept of advanced professional pedagogical education as a methodological system for training future teachers and the process of its implementation, aimed at developing certain professional qualities of an individual, focused on the future needs of education, including technology teachers.
LibGuides: Summer Reading Assignment: Sophomore

Uponyour returntoschoolinSeptember,yourteacherwillrequireyoutocompleteanassignment based on yourreading,whichwill countforpartofyourfirstmarkingperiodgrade.
Library E-Resources at Your Doorsteps: A Study Based on INFLIBNET’s INFED Access

Globally, during the lockdown due to the Covid pandemic, the library services are a challenging one that changed both the publishers’ and librarians’ outlook, which resulted in the maximum utilization of library electronic resources through remote login. This study aims to analyze the universities in India utilizing e-resources through the INFED facility. It seeks to analyze region-wise, category-wise and state-wise access of INFED by different universities across the country. Data was collected directly from the INFED website. A total of 171 institutions were identified as member institutions in INFED till 1stFebruary 2021.Out of these 171 member institutions, 101 institutions identified as universities were taken for the present study. It is surprising to note that only 10.44% of the Indian universities are using the INFED facility. The lion’s share of universities (89.56%) is not using the INFED technology. INFED accessing universities were also broken down by region and category wise and it is found that universities in the South (38.61 %) and North (32.67%) are more accessing than universities in other regions and regarding the category-wise analysis, state universities (45.54 %) are accessing more. The region-wise university analysis shows that despite the fact that the number of universities is higher in Northern region (336) than Southern region (201), the higher the number of universities joined in INFED is from Southern region (4.03%). Tamil Nadu (14.85 %) and Karnataka (12.87 %) states have more INFED accessing universities and furthermore these states are located in the Southern zone. The top five institutions in the NIRF ranking are the two universities from the Southern and three universities from the Northern region, including three Central, one Deemed and one State university. © 2021. All Rights Reserved.
The Centennial Course of Chinese Piano Music

In the 21st century, Chinese piano music has experienced a leap of development and ushered in a century-old classic. Piano music has become a household name in China, adding rich color to people's life, contributing to the development of Chinese music, and promoting the rise of music education, music business and other related industries. Based on the history and culture of Chinese piano, this paper uses philosophical thinking to expound the inevitability of the development of Chinese piano music, and reveals how the related industries are affected.
ANDROID-BASED TRACKING AND RECORDING OF BODY COMPOSITION TO BODY FAT NEEDS

In the current era of the Industrial Revolution 4.0, forcing humans to think and do more than before, so that humans themselves forget the nutritional needs or energyneeded by their bodies so that humans become weak or even suffer from fatigue. Data onbody composition and body fat requirements are required to meet a person s body intakeneeds. In this study, how to help with calculations by modeling the search and recordingof body composition and fat conditions using Firebase. With Firebase, it is beneficial indoing mathematics and storing data from that person.
Free augmented reality

Introduction to free web-based argumented reality and how it is not as difficult as some think.
Joshua N.Weiss. The Book of Real‐World Negotiations: Successful Strategies from Business, Government, and Daily Life. John Wiley &amp; Sons, Inc., 2020. 301 pages. $27.00 (hardcover), ISBN: 978‐1‐119‐61619‐1.

Negotiation JournalVolume 37, Issue 3 p. 403-415 Book Review Weiss, Joshua N.. The Book of Real-World Negotiations: Successful Strategies from Business, Government, and Daily Life. John Wiley & Sons, Inc., 2020. 301 pages. $27.00 (hardcover), ISBN: 978-1-119-61619-1. Martin E. Latz, Search for more papers by this author Martin E. Latz, Search for more papers by this author First published: 11 July 2021 https://doi.org/10.1111/nejo.12366Read 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 onEmailFacebookTwitterLinked InRedditWechat Volume37, Issue3Summer 2021Pages 403-415 RelatedInformation
Penerapan Adaptasi Kebiasaan Baru Dalam Meningkatkan Kesehatan Siswa-Siswi

SMA X Kec. Baros has a vision and mission to make his students excel and have noble character. SMA X students need to be equipped with non-academic knowledge to increase their understanding of the adaptation of new habits, especially provision through health education activities. This health education program is a community service using a quantitative approach to measure the level of understanding of students regarding the adaptation of new habits. Students level of understanding was measured using a quasi experimental method. Comparison of the level of effectiveness of the implementation of health education programs between before and after was measured by group pre-test and post-test. Paired sample test was used to analyze the data. The test results showed a significant difference between the pre-test and post-test scores of students knowledge about the adaptation of new habits with a p value <0.001. Based on these results, it can be concluded that health education is effective in increasing the knowledge of SMA X Kec. Baros.
Aspect based Sentiment Classification for Social Media Reviews using Supervised Classification Techniques

The number of online reviews and suggestions is growing in tandem with the growth of the Internet. This data is used by both consumers and organisations to meet their objectives. Users read reviews before buying something so that they can compare two or more options. Organizations use this feedback to consider the problems and positive aspects of their product, allowing them to make informed decisions. Both businesses and consumers will benefit from consumer feedback because they provide a wealth of information. The reviews, on the other hand, are often disorganised, making information navigation and knowledge acquisition difficult. We suggest a product aspect rating system in this study, which recognises the important aspects of products with the aim of enhancing the usability of the various reviews. In particular, provided a product's user feedback, we use a sentiment classifier to classify product aspects and evaluate consumer opinions on these aspects. Then, using a simultaneous consideration of aspect frequency and the impact of customer opinions provided to each aspect over their overall opinions, we create an aspect ranking algorithm to infer the value of aspects. We then consider these factors before determining the product's overall ranking. We suggest a method for social media analysis data sentiment sentence compression. In the first phase we apply some Natural Language processing (NLP) techniques and Machine Learning (ML) approaches for classification. In the experimental analysis we demonstrates how prosed hybrid classification better than classical supervised learning methods.
PHISING NA WEB

This article aims to talk about the dangers that people can go through a simple threat on the web, phishing is nothing more than one is launched to deceive people and wait for someone to fall into it. This type of vulnerability is difficult to combat or even exterminate, due to the number of people accessing the internet and their lack of knowledge for prevention.
Perancangan Sistem Informasi Akuntansi Pada UMKM Toko 168

The activity was intended to give the solution for accounting problems experienced by client. Toko 168 was a kind of business sold items that Chinese ethnic needs in prayer ritual. So far, Toko 168 has only recorded the cash transaction and has not been done the stock opname for a long time. It’s caused the owner couldn’t find out the profit or loss of business. Furthermore, without the stock opname action potentially raised the risk of stock loss and damage. Methods used in this activity were simulation and user training with the accounting information system created by Microsoft Access. Writer collected the business information through interviews, observation, and historical documents. The outputs from activity were a computerized accounting system, financial statements at the end of period, and user manual. After implementation, the results obtained were client get the profit or loss of business clearly and easily. Besides as for checking the loss and damage stock, stock opname routine also reminded client to fill stock before it runs out. The system currently designed only supports use on Windows. Following the technology development, the next PkM recommended to improve the system to the application version and can be operated on android. In the future, it is also expected to add a tax system function.
Exploring ‘hate relationships’ through Connected Voice’s Hate Crime Advocacy Service

This study explores whether and how the concept of ‘hate relationships’ might enable further understanding about clients reporting repeat hate incidents perpetrated by neighbours; and how this understanding might improve practice.
Influenza della primavera araba sul lessico arabo e italiano

The Arab Spring has carried out radical changes in the political system of several Arab countries like Egypt. Due to the Arab spring in Egypt, new terms have become part of the Arabic language and existing words have acquired a particular meaning; the Italian language also goes along with this, producing equivalent terms, despite the non-congruence between the two languages. This work is a linguistic study that concerns the semantic and lexical evolution in terms and entire phrases in Egypt before and after 25 January 2011. The study aims at shedding light on the etymology of the Arab lexemes and their meaning and the particular meaning acquired during the events of the Arab Spring with the aim of clarifying the cause of its formation. It is particularly difficult to translate them in the Italian press that uses more than one translation strategy to ensure as much as possible the fidelity and clarity of the text. Therefore, in this contribution we have examined the direct translation strategies thoroughly, such as loan word, calque and literal translation, sometimes followed by a paraphrase, useful for making explicit a new concept to a foreign reader.