Reviewerly/exHarmony huggingface dataset:
DATA PRE-PROCESSING ON ELECTION VOTING

Data preprocessing may be a crucial step within the info mainning process. The process of converting data into information is called data processing .after collecting data, the raw data is to be converted into meaningful form, the process of converting data into meaningful form is named processing or data reduction. that involves transforming data into a clear format. Data in the real would in dirty. the various steps involved in data preprocessing.(I)Data cleaning,(II)Data Integration,(III)Data Transformation,(IV)Data Reduction,(V)Data Discretization First the data is collected and the data is pre-processed by removing the duplicate votes, and removing null values.
Fast and localized temperature measurements during simulated earthquakes in carbonate rocks

&amp;lt;p&amp;gt;The understanding of earthquake physics is hindered by the poor knowledge of fault strength and temperature evolution during seismic slip. Experiments reproducing seismic velocity (~1 m/s) allow us to measure both the evolution of fault strength and the associated temperature increase due to frictional heating. However, temperature measurements were performed with techniques having insufficient spatial and temporal resolution. Here we conduct high velocity friction experiments on Carrara marble rock samples sheared at 20 MPa normal stress, velocity of 0.3 and 6 m/s, and 20 m of total displacement. We measure the temperature evolution of the fault surface at the acquisition rate of 1 kHz and over a spatial resolution of ~40 &amp;amp;#181;m&amp;lt;sup&amp;gt;&amp;lt;/sup&amp;gt;with optical fibers conveying the infrared radiation to a two-color pyrometer. Temperatures up to 1250 &amp;amp;#176;C and low coseismic fault shear strength are compatible with the activation of grain size dependent viscous creep.&amp;lt;/p&amp;gt;
E EVALUASI TINGKAT USABILITAS WEB MOBILE PERGURUAN TINGGI NEGERI MENGGUNAKAN METODE USABILITY TESTING

Pandemi Covid 19 has brought big changes to community activities. Digitalization is seen in various aspects, both industry, government and private institutions. The impact of this pandemic has also caused several industrial sectors to lay off their employees. Bank Indonesia released the industrial sector affected by Covid 19, including the education sector. The PSBB, which is implemented by the government, makes educational activities carried out from home, the learning process is carried out through digital media, not only that the registration process for prospective students and students is also carried out through digital media. Thanks to the Covid 19 Pandemic, internet users via mobile devices have also increased very rapidly. User experience in interacting with the web is something that must be considered by web designers and developers to provide convenience. Usability is a theory used to measure the quality of user interaction with an information system based on both web and mobile applications. From the results of this study, it can be concluded that the level of usability of the college mobile web can be concluded that the responsive design used as a mobile method by the college web has a high level of usability through the aspects of designing for a goal, layout, visual and interaction design and navigation.
Artificial Intelligence and the Law: Cybercrime and Criminal Liability. By Dennis J. Baker and Paul H. Robinson (Routledge, 2021, 280pp. £120 hb)

This is a timely collection of research. It explores various topical issues concerning the application of emerging digital technologies, artificial intelligence (AI), in particular, cybercrime, and the law, which are beyond those ever raised prior to the digital age and in need of innovative legal thoughts. Notably, this collection presents cross-jurisdictional research by including a set of studies either on Chinese law or the common law context. As China is one of the leading countries in digital technologies, the studies on cybercrime and regulation in China provide a valuable resource, and some of the issues studied are also of potential relevance to other jurisdictions. The book opens with an overview of the issues studied within it. Lord Hodge’s chapter then acknowledges the benefits of ‘Fintech’ that contribute to a more efficient financial system and examines challenges brought by digital technologies. The current legal framework offers very limited assistance, and therefore...
CREATIVE MISSION IN THE CLOUD

This article describes the cloud innovation, which puts the intellectual needs of students in the first place. In the cloud classroom the teacher is no longer the center of the educational process, they are moderators, motivators, who lead students to achieving their individual aims. According to the article it becomes clear that after entering cloud technologies in schools, the computer will no longer be only a toy for the student, but it will turn into an instrument for a creative self-expression and it will contribute to the student‘s growth. Cloud technologies also give opportunities for innovations in education, as well as in the methods of teaching and evaluation. The teacher will gain experience about work with an interactive system and will increase their professional qualification and self-confidence, they will save time and will be able to concentrate on the most important information in class. Students on the other hand, will have the opportunity to use various methods and instruments for practice, instead of learning abstract theory. The creative mission in the cloud is the technological solution to the issue with teacher‘s creative time. It also establishes an excellent teamwork between a teacher and a student. The only condition for using the cloud technologies is creating a google profile. It opens a great number of apps, needed for satisfying the students‘ needs. The must skills of the 21st century will be developed in school. Teachers will encourage proactive attitude to the world, they will show students various human activities, will increase students‘ motivation for learning. Students will acquire new behaviour, they will know how to communicate and how to make contact with others. Students become inquiring and learning to them turns into possibility of communication. They show initiative in learning, they look for the necessity of knowledge; good team work – under the teacher‘s guidance;*the well-combined obligation and freedom in realization of the separate activity stages, favors the communication even of the most inactive student. Thanks to the partnership student-teacher, the educational process is opened to new spheres of the human activity. The link education-nature-life gives the professional and life orientation of students. Cloud technologies are interesting for the modern student. If the educational information turned into practice, we would talk about functionally literate students.
Higher Education System Evaluation System Based on Mathematical Modeling

The higher education system plays a vital role in the development of a country.Each country's higher education system has its strengths and weaknesses, and it faces various external risks (such as the global pandemic), so countries need to rethink their higher education systems and make adjustment accordingly.Therefore, it is important to study the health status and sustainability of the national higher education system.We have developed a model for assessing health status in higher education at the national level.We respectively consider the higher education environment, higher education input and higher education output, and then a three-level evaluation system with 16 specific indicators was established.Then, in order to make a comparative analysis, we chose the United States, China and India, which are all representative countries of developed and developing countries.The health status of national higher education system was evaluated by using principal component analysis method and fuzzy comprehensive evaluation method, and the ranking result was the United States> China> India.So we identify India as the country with more room for improvement, and conduct follow-up analysis.
Cuando escuela y universidad colaboran en la formación de maestros de educación infantil: Análisis de una experiencia

espanolSe muestra una experiencia realizada durante el curso 2016/2017, con 45 alumnos del ultimo curso del Grado de Maestro/a en Educacion Infantil de la Universidad de Valencia (Campus d’Ontinyent), sobre eficiencia energetica en colaboracion con escuelas de la ciudad de Ontinyent. El proyecto involucro la coordinacion de tres asignaturas del cuarto curso. Se trabajo de manera globalizada y requirio la coordinacion tanto de los docentes de la universidad como de los maestros y maestras de las escuelas participantes. Los resultados muestran los numerosos beneficios que proporciona la colaboracion entre escuela y universidad para la formacion inicial de maestros, puesto que fomenta, a parte del desarrollo de habilidades personales y de las competencias profesionales, los lazos de colaboracion entre ambas instituciones. EnglishAn experience carried out during the 2016/2017 academic year is shown, with 45 students from the last year of the Degree in Early Childhood Education at the University of Valencia (Campus d'Ontinyent), on energy efficiency in collaboration with schools in the city of Ontinyent. The project involved the coordination of three subjects of the fourth course. It was worked in a globalized manner and required the coordination of both the teachers of the university and the teachers of the participating schools. The results show the numerous benefits that the collaboration between school and university provides for the initial training of teachers, in addition to the development of personal skills and professional competences, and also bonds of collaboration between both institutions.
Text Classification of Enterprise Technical Requirements Based on RCNN_ATT Model

The text information of enterprise technical requirements is miscellaneous, which leads to the feature extraction is not prominent enough, and cannot be further accurately and effectively matched to the scientific research team of colleges and universities.In this paper, attention mechanism is added to the two way LSTM network to calculate the contribution score of the category to which the output vector belongs, and the word vector combined with attention matrix is connected to the maximum pooling layer, then RCNN_ATT model for enterprise technical requirement text is proposed, so that the technical requirements text can be automatically classified according to the industry.The experimental results show that, compared with other neural network models, this model performs better in technical requirement text classification, which can narrow the scope of supply and demand matching and improve the efficiency of matching calculation.
The Dynamic Role of Professional Education in Human Life with Present and past Perspective

In this paper I discussed about the role of professional education and it dynamics and historical stance.
Study on the Application of Pad Class Based on U-learning

Based on the U-learning, the paper focuses on the application of Pad Class (Presentation-Assimilation-Discussion) in maritime business and maritime law course.In the experiment, students completed the transformation from passive learning to active learning.In addition, they learned how to find problems, think independently, cooperate and communicate effectively with others, which were beneficial for students' lifelong development.What is more, in order to adapt to students' Ulearning, the network resources of maritime business and maritime law course were optimized.
INFORMATION SYSTEMS SECURITY EDUCATION: MIS MAJORS AND BUSINESS MAJORS IN AACSB COLLEGE OF BUSINESSES

This a follow-on to previous IACIS 2018IACIS & 2019 presentations that reported on a needs analysis of information systems security education at a 2,500-student college of business in an 11,000-student university in the Upper Midwest USA (UWEC).This year we bring in some results from a 1,700-student college of business in a 6,500student university in the Southeast USA (GCSU).Preliminary Results are summarized in tables 1 and 2. In this study we compare MIS majors and Business Students and find little differences and conclude much more research is needed.Security of information systems is becoming more crucial by the day (Cerrudo, 2017), both conceptual knowledge and skill in tool use being necessary (Tarala, 2011).Countering this trend is the growing perception that young adults preparing to enter the work force are increasingly uninformed about basic endpoint security concepts and tools (Schaffhauser, 2015).This is counterintuitive given the widely assumed familiarity with information technology of contemporary young adults (Anderson & Rainie, 2012).
ANALYSING THE DATA IN CLOUD AND TO FIND THE FILES WHICH ARE ATTCAKED BASED ON TPA VERIFIED

The process of analyzing the data in cloud and finding the secured, non-secured files, Encrypted and non-encrypted files and to show that the cloud computing is safe or un-safe for users. The objective of this paper is to find the file which is attacked based on cloud and to analyze whether it is attacked in public or private. Analyzing and visualizing the data and finding the results which are made through Random forest algorithm used for data classification .By using this algorithm finding the accuracy score, weighted average and macro average to show the final results of the privacy cloud dataset.
The Impact of Political Relations on Auditor's Opinion with Emphasis on Market Characteristics of Companies Listed on the Tehran Stock Exchange

The most important and valuable service of the auditing profession is independent and expert comment on the desirability of financial statements. Financial statements are claims made by management. The opinion is made in the form of an audit report. Various factors affect the auditor's opinion. The purpose of this study was to investigate the effect of political relations on the auditor's comments by emphasizing the market characteristics of companies listed on the Tehran Stock Exchange. In order to achieve the research goal, 174 companies were selected from the companies listed on the Tehran Stock Exchange during the years 2011 to 2017 by systematic removal sampling method and a total of 1218 companies were selected (year - company) for analysis. Logistic regression model was used to investigate the relationships between the variables and the combined data method was used to test the hypotheses. Four criteria of non-governmental ownership, institutional investors, managerial ownership and severe penalties were used to calculate market characteristics. The findings demonstrated that political relations have a negative impact on the auditor's comments. It is more likely that auditors of non-state companies issue desirable reports than the auditors of state companies. The presence of institutional shareholders undermines the impact of political relations on the auditor's comments. In addition, managerial ownership undermines the impact of political relations on the auditor's comments. However, in the presence of severe penalties, political relations have no significant effect on the auditor's opinion.
ANALYSING THE SPATIAL DATA OPTIMISATION WITH MACHINE LEARNING

This study is undertaken to analysis and to compare between two algorithms- existing feature algorithm and machine learning algorithms with spatial data. Here Microsoft Visual Studio.Net is used as a tool for better visualization and accuracy ofthe spatial data. Spatial data is about instances located in a physical space.when spatial information becomes dominant interest, spatial data mining should be applied ,with the results of the two algorithm we will be declaring which algorithm is best when compared.
СЕТЕВЫЕ ПРОЕКТЫ КАК НОВАЯ ФОРМА ОРГАНИЗАЦИИ ПРОЕКТНОЙ ДЕЯТЕЛЬНОСТИ ДОШКОЛЬНИКОВ

Abstract. project method, which has recently been widely used in pedagogical practice, isbased on setting a socially significant goal and its practical achievement. use of this methodallows you to direct the activities of students to solve a specific educational or educational problem.At the same time, the result of the activity is always the product that the project participants developedto solve it. organization of network projects can be considered as a new remote form ofinteraction with the parents of pupils. network remote project Victorious May! is aimed ateducating preschoolers with a sense of pride for their people, the formation of love for their Homelandand loved ones.The goal of the project is to create conditions that ensure the development of children's feelings ofpatriotism and pride in their country, as the most important spiritual, moral and social values thatreflect participation in the achievements of older generations.Tasks:– to form children's interest in the historical past of Russia;– develop creative abilities, cognitive activity;– create conditions for immersion in the topic The Great Patriotic to bring up in children such qualities as courage, strength of spirit, pride in their people and theirhistory.The network project Victorious May! is published on the Internet and consists of 9 pages: Homepage, Introductory conversation, Reading with my mother, Our master classes, CreativeWorkshop, Immortal Regiment, Let's play, Summary. Reflection, Information resourcesused. Each page contains information on these topics, which allows parents and their children tofully study the topic of the Victory of our people in the Great Patriotic War.The implementation of the network remote project Victorious May! allowed the participants to:– expand the understanding of the exploits of the Soviet people, the defenders of the Fatherland andthe heroes of the Great Patriotic War;– to form a sense of pride for the heroism of the people in the Great Patriotic War;– present the product of creative individual activity.
On the Law of Explicit and Implicit Isomorphism‐‐An Attempt on New Strategies of Humanities and Science

In order to study the law of explicit and implicit isomorphism introduced at the beginning of this century, its internal element characteristics, isomorphic relations, and the connection with Chinese foreign philosophical classics, are analyzed, compared, summarized and deduced for the first time; found to create explicit and implicit isomorphism The law is indeed a new strategy that extracts the characteristics of Wei‐ Jin Xuan Buddhism ontology, Huang Lao Taoism and Heidegger's aesthetics and integrates them. According to the essence of explicit and implicit isomorphism and its interactive philosophies, exploring its source and following its flow from the Wei and Jin Dynasties can reveal the continuous and hidden context in traditional Chinese cultural thought; this principle can also inspire the world’s aesthetic, Science and technology and social practice are not limited by the superficial, hidden and enlightened, pay more attention to the source, expand the horizon, and obtain new knowledge and clear poetry.
LibGuides: It's a Doggy World: Picking the right one:

Hi everyone, wow this experience of creating a LibGuide has been so interesting and rewarding to me. I am an avid animal lover, and it saddens me to know how many animals that people have brought into their lives and then discovered how much work one take How to pick a dog right for you and your family:
The phenomenon of a future teacher’s scientific-research culture under the new socio-cultural conditions

The article reveals the essence of a future teacher's scientific-research culture on the basis of polyparadigmal approach.It enabled to outline the features of functioning and development of this personal phenomenon in a multidimensional socio-cultural scientific and educational environment cohesively and systematically basing it on multidisciplinary strategies.It is concluded that the formation of a future teacher's scientific-research culture will ensure rapid reaction to the conditions and requirements of pedagogical science, the high level of "metaknowledge" and "metaskills", the achievement of which takes place in the process of mastering various scientific methods, the rapid adaptation under the conditions of frequent changes in scientific paradigms, finding fundamentally new ways of solving scientific problems.This can be achieved owing to mastering professional personal qualities (theoretical thinking, scientific style of thinking, methodological consciousness, self-awareness) and technological mechanism of scientific-research activity on the integrative basis.
Comparative Analysis Among Five Stochastic Search-Based Optimization Algorithms

Evolution of biological events is represented with help of five stochastic search-based optimization algorithms which is: particle swarm optimization, differential evolution, teaching, and learning optimization technique, shuffled frog leaping optimization technique, and gravitational search optimization. They help us to overcome large-scale optimization problems and convert it to near optimum solutions. The explanation in the paper explains the framing and outcomes of five such techniques along with their respective pseudocode to facilitate smooth implementation. This paper also contains a comparison of a benchmark among the entire algorithm with respect to the quality of results, processing time, and convergence speed. The comparative result of EAs is discussed in this paper along with guidelines to interpret the best operators for each algorithm.
Learn a method to detect articles with false content

This study presents a method to identify articles written in Vietnamese on the internet that contain reactionary viewpoints against the Government of Vietnam and the leadership of the Communist Party of Vietnam.These articles often comprise various errors such as spelling mistakes, typos, misplaced punctuation marks, new and unfamiliar "terms" to Vietnamese people, etc.Hence, it is not appropriate to apply grammatical and vocabulary analysis methods.We propose to use the word orders in triplet form (Subject, Verb, Object) and its variables including doublet form (Subject, Predicate, null) or (Verb, Object, null), and singulet form (Subj, null, null) to screen these articles in accordance with the following principle: if one article has at least one sentence containing the elements of such word orders, the article will be considered as containing reactionary viewpoints.The original triplets are established based on the training corpus (dataset), and then extended using the synonyms in VietWordNet.The extension of triplets is able to increase the accuracy of this algorithm significantly.The Program can help professional security units to reduce human resources and enhance operational effectiveness.