Reviewerly/exHarmony huggingface dataset:
Training of Employment and Entrepreneurship Ability of Students Majoring in Big Data and Accounting in Higher Vocational Colleges in The Era of Big Intelligence and Cloud

The digital economy is booming in the era of smart mobile cloud. The industrial transformation and upgrading of enterprises and the adjustment of economic structure have profoundly changed the employment structure and post capacity requirements. Intelligent technology permeates life and economy in an all-round way, shaping a new model of financial work. The new forms and new contents of accounting work will inevitably cause education to rethink the cultivation of employment and entrepreneurship ability of students majoring in big data and accounting (formerly accounting). As the output of the driving force for the sustainable development of regional economy, the cultivation of technical and skilled talents and employment and entrepreneurship education in higher vocational colleges should closely integrate with the development of local economy. This paper takes Wenzhou as an example, based on the perspective of serving the development of Wenzhou's regional economy in the era of big intelligence transfer, From four aspects of reorienting the training objectives of accounting talents, optimizing the professional curriculum system, carrying out high-quality practical teaching, and reforming the talent evaluation mechanism, this paper constructs the training path of employment and entrepreneurship ability of graduates of this major, and puts forward corresponding countermeasures to improve the quality of professional talent training.
“THE SMILE SQUAD” VIDEO TO IMPROVE STUDENTS’ LISTENING SKILLS AT THE ELEVENTH GRADE OF SMAN 4 BANGKALAN

The research aimed at improving the listening skill of The Eleventh Grade Students of SMAN 4 Bangkalan by using “Smile Squad videos” as learning media. It aimed to find and implement some actions to improve the listening skills. The research method was collaborative classroom action research, which was a dynamic and complementary process that included four important steps: planning, implementation, observation, and reflection. The researcher and teacher collaborated together to identify hurdles and weaknesses in the listening learning process, identify certain issues, and plan and implement the proposed measures. The first cycle's findings showed that students' listening skills increased as a result of extensive listening exercise. It was also discovered that watching the “Smile Squads videos” more frequently can help them improve their English. Students steadily improve their ability to detect more spoken English words, distinguish the similar pronunced words and find information from a conversation. The indicators of the success of the implementation were: (1) the students were more enthusiastic in doing listening activities; and (2) the students’ listening skill was improved. Furthermore, the findings were also supported by the means of the students’ listening score which improved from 58 in the preliminary study test to 80 in the cycle test.
Deep Semantic Matching Approach To-wards Dynamic Text Filtering in Micro-Blog Messages.

Abstract There is a growing interest in using social media content for Natural Language Processing applications. This paper seeks to demonstrate a way to present the changing semantics of Twitter within the context of a crisis event, specifically tweets during Hurricane Irma. Using an implementation of the Word2Vec method of Neural Network training mechanisms to create Word Embeddings, this paper will: discuss how the relative meaning of words changes as events unfold; present a mechanism for scoring tweets based upon dynamic, relative context relatedness; and show that similarity between words is not necessarily static.
Modified Macdonald polynomials and the multispecies zero range process: I

In this paper we prove a new combinatorial formula for the modified Macdonald polynomials $\widetilde{H}_λ(X;q,t)$, motivated by connections to the theory of interacting particle systems from statistical mechanics. The formula involves a new statistic called queue inversions on fillings of tableaux. This statistic is closely related to the multiline queues which were recently used to give a formula for the Macdonald polynomials $P_λ(X;q,t)$. In the case $q=1$ and $X=(1,1,\dots,1)$, that formula had also been shown to compute stationary probabilities for a particle system known as the multispecies ASEP on a ring, and it is natural to ask whether a similar connection exists between the modified Macdonald polynomials and a suitable statistical mechanics model. In a sequel to this work, we demonstrate such a connection, showing that the stationary probabilities of the multispecies totally asymmetric zero-range process (mTAZRP) on a ring can be computed using tableaux formulas with the queue inversion statistic. This connection extends to arbitrary $X=(x_1,\dots, x_n)$; the $x_i$ play the role of site-dependent jump rates for the mTAZRP.
Certainty and Uncertainty in the Abstract Section of Mechanical Engineering Research Articles

The study of epistemic modality in research articles (RAs) has been found in many papers. However, the investigation of epistemic modality in the abstract section of RAs viewed from Systemic Functional Linguistics is rarely conducted, especially in mechanical engineering RAs. Therefore, the purpose of this study was to investigate the roles of epistemic modality in the abstract section of mechanical engineering RAs. A number of 50 abstracts were collected from Scopus Q-1 journal of mechanical engineering entitled “International Journal of Machine Tools and Manufacture” in the period of 2016-2020. The data were analyzed using the Systemic Functional Linguistics framework focusing on epistemic modality markers in terms of orientation and values. The results reveal that the writers of mechanical engineering RAs tend to use epistemic modality markers as objective implicit and explicit orientation only since there is no subjective implicit or explicit orientation found in the data. Furthermore, the findings also show that the writers apply epistemic modality markers mostly with low values instead of median or high values. These results may be used to improve the academic writing ability of mechanical engineering writers, especially in writing abstract sections.
What is Scholarly Editing?

&#x0D; Scholarly Editing is distinguished here from all other editing by declaring the two rules that scholarly editing requires: to know and make known all relevant facts and to exercise informed judgment while following explicit principles for and details of the editorial work.&#x0D;
The Effects of Implementing the Advanced Cargo Information (ACI) System on Egyptian Importers

Blockchain technology is gradually being applied to different customs clearance systems globally to improve the efficiency of trade transactions by digitizing customs clearance processes. This chapter explores the Advance Cargo Information (ACI) system—a blockchain-based system—implemented by the Egyptian Customs Authority (ECA) and provides recommendations for future improvements. A case study was applied on three regular importer companies in Egypt, H.B. Fuller, Ezz Steel, and Zamil Steel, to study specific customs clearance concepts related to time, documentation, and costs associated with the processes to draw a conclusion on the impacts of implementing the ACI on the import customs clearance procedures. Finally, the chapter concludes that the ACI system has had a positive impact on importers and customs employees. Nevertheless, importers still face several challenges with the customs clearance system. Therefore, recommendations are listed for the ECA to upgrade the customs clearance processes, and Misr Technology Services (MTS) to develop the ACI system's infrastructure.
Middle Schools’ English Language Curriculum Implementation: A Comparative Analysis Among the ASEAN Countries

To ensure the success of the Asean Economic Community, ASEAN countries must adopt English as the common language of business and social life. In fact, many ASEAN countries have adopted English as a second language. As a collection of plans and instructions on objectives, content and learning materials, and methods used as guidelines for conducting learning activities, curriculum is established to achieve a nation`s educational goals. This study examines the comparison of curricula for the introduction of English in ASEAN countries. The research method was a systematic review. The survey revealed that the four ASEAN countries, Indonesia, Malaysia, Singapore, and the Philippines, have different implementations of the English curriculum. Comparisons include English learning objectives, materials and content, strategies, and assessments.
The enhancement of reading ability of students with intellectual disability through strengthening their perceptions and images

This paper discusses the reading difficulties of intellectually disabled students by strengthening their perception and image by providing teaching materials for reading. Teaching materials are made in such a way with the assumption that the material in teaching materials has been known by students before. Teaching materials are made in such a way in the form of capital letters considering that some intellectual disability students belong to the dyslexia group. Teaching materials are made using attractive colors and good paper so that the printout attracts the attention of students. Strengthening perceptions and images is done by providing real objects in the form of interesting objects or puzzle images, and showing the direct object if the object being taught is found directly around the class. Finally, students are asked to take a capital letter puzzle that matches the object being taught This research is experimental research by first making a product to be experimented on. The result shows improvement in the reading ability of students, although problems of implementation are still found because their learning cultures are different. After the experimentation process, the teaching materials were perfected according to the input found by the teacher in the field, Teaching materials are added to the existing lowercase and capital letters and given a separator between letters because students are used to being taught using letter by letter. The conclusion from this experiment is that strengthening perceptions and images of a student with an intellectual disability can improve their reading ability.
An Evolutionary Game Theoretical Approach to the Teaching-Learning Techniques in the Post-Pandemic Era

In this paper, using evolutionary game theory tools, we analyze the evolution of the behaviors of professors, students and schools towards the use of the information and communication technologies (ICTs) in the teaching-learning process in the post-pandemic era, for this purpose we will use the replicator dynamics and we will show that solutions to this dynamical system could indicate the evolution that the teaching-learning processes will follow over time in the post-pandemic world.
The main directions of distance education of students in higher education institutions

Compared to traditional forms of education, distance education optimally develops students' independence, activity, awareness, and creativity effectively solves the strategic issues facing modern teacher training in the information society.The irreplaceable role and place of increasing the quality and effectiveness of higher education also highlight the relevance of distance education.It is also advantageous in terms of creating the same opportunity for them to study regardless of their place of residence, health status, the standard of living and financial support.On the other hand, distance education is also very profitable financially.It allows you to study without incurring additional costs (transport, housing and other expenses).It is these indicated factors that indicate the importance and relevance of the topic chosen for research.Integration into the world, globalization, rapid processes of information lead to significant changes in all spheres of modern society and increase the role of human capital as the main factor in the successful development of the state.Changes in the education system, especially in higher education, led to the need for talented, competitive specialists who can meet the needs of society and the state, along with their self-education, the issue of informatization of education.The application of distance education technologies in all areas was in the focus of attention of national leader Heydar Aliyev many years ago and in connection with this, he adopted the "National Strategy for information and communication technologies for the development of the Republic of Azerbaijan" covering 2003Azerbaijan" covering -2012 [5] [5].As a continuation of this, the announcement of 2013 by the head of state Mr. Ilham Aliyev as the "Year of Information-communication technologies" in the Republic of Azerbaijan, the foundation of the University of Information Technologies is one of the steps aimed at informatization of society and, accordingly, the training of competent and competent specialists.At the same
Role of and benefits of using information and communication technologies in improving the quality of the �pedagogy� course in pedagogically oriented educational institutions

The effective use of information and communication technologies in the teaching process is accepted as an important factor in T achieving effective results.In the process in connection with the COVID-19 pandemic, th importance.The widespread use of information and communication technologies (ICT) in the pedagogical process, as well as the provision of educational institutions with computers and other learning technologies, is one of the main directions of strategic activity in the new educational system, which reflects the spirit of independent state building.To some extent, the problem of introducing modern training technology equipment into this area for the comprehensive and widespread dissemination and development of training technologies in the new education system of the Republic is being solved.The rapid development of training technology equipment (or systems) must be constantly taken into account.Because the models prepared for training technologies and their structure and methods should be designed and applied according to this development.It is in this case that the developed learning technologies can achieve selfsuccess in the pedagogical process.In general, the following can be achieved by using ICT in education: improving the quality of education; formation of information culture; access to education for all citizens; integration of the education system; creation of a centralized education system; preparation of electronic textbooks; creation of an effective education management system; the ability to use innovative methods in the training of pedagogical personnel.In order to achieve the set goals, in order to improve the quality, a comprehensive solution of many important is was of particular of online education introduced
Equilibrium (Fixed) Vector of a Markov and Absorbing Markov Chains

Owing to evolve the technological and scientific requirements, reliability plays an essential part in mathematical and Statistical disciplines. The method of independent trials has been the focus of most contemporary probability assessments. These operations are the cornerstone of classical probability and a large part of statistics. The “Law of Large Numbers” and the “Central Limit Theorem” were two of the primary theorems for such processes that were studied. We demonstrated that the general outcome occurs when a series of chance tests create an independent testing procedure.
A Non-Blind Image Watermarking Method for Copyright Protection

In this paper, a non-blind watermarking method for protecting the copyright of digital color images is introduced. This method based on the combination of digital transforms (DWT, DCT) in the frequency domain. The embedding process in this method depends on the partition of the host image into 16×16 non-overlapped blocks and the use of edge entropy metric to choose the appropriate blocks for the insertion process for the purpose of increasing the imperceptibility of the proposed system. As for the extraction process, it is carried out in a way that requires the presence of the original image but rather follows the same embedding protocol to extract the embedded encrypted watermark. To raise the security level, a hybrid encryption method using the chaotic map and DNA coding has been applied for encrypting the watermark before embedding it. Experimental results demonstrate that the differences between the watermarked image and the original image are indistinguishable. The proposed method is effectively resisted common image processing attacks.
Towards the Development and Assessment of a Method for Educating Users into Choosing Complex, Memorable Passphrases

The currently most used method for authentication is the password because it is simple to implement, and computer users are very familiarized with it. However, passwords are vulnerable to attacks that can be mitigated by increasing the complexity of the chosen password, particularly in terms of length. One possible approach to accomplish this is through the usage of passphrases, which can be easier to remember than a standard password, thus reducing the loss of work time and productivity related to forgotten passwords. To achieve the required balance between complexity and memorability, the concept of passphrase categories can be used, i.e. more sensitive accounts or services should have more complex passphrases, and vice versa. This work-in-progress study proposes to develop and assess a method for educating users into creating complex, yet easy to remember passphrases, according to the category of account or service they want to protect. The work-in-progress study will be developed in three phases, including validation of the method by a panel of subject matter experts, a pilot test, and a main data collection and analysis phase.
Using Experts for Improving Project Cybersecurity Risk Scenarios

This study implemented an expert panel to assess the content validity of hypothetical scenarios to be used in a survey of cybersecurity risk across project meta-phases. Six out of 10 experts solicited completed the expert panel exercise. Results indicate that although experts often disagreed with each other and on the expected mapping of scenario to project meta-phase, the experts generally found risk present in the scenarios and across all three project meta-phases, as hypothesized.
Pelatihan Creative Design Dengan Canva Bagi Karang Taruna Di Kelurahan Pancoran Mas Depok

Technology development and advancement, especially Indonesia as a country that has a lot of natural and human resource potential, cannot be equated with developed countries. Therefore, the knowledge possessed will be shared so that it can be useful for the community, by holding an introduction to the Canva application. Canva is an online graphic design that's easy to use, even for beginners. Not only that, But Canva can also be accessed via desktop and mobile devices. Thus, training related to the Canva application is carried out and it is hoped that this knowledge can improve the ability of Karang Taruna friends to be more creative and creative.
Cybercrime in the Developing World

This paper attempts to discover the reasons behind the increase in cybercrime in developing nations over the past two decades. It discusses many examples and cases of projects to increase internet access in developing countries and how they enabled cybercrime. This paper examines how nations where many cybercrimes occurred, did not have the necessary resources or neglected to react appropriately. The other primary focus is how cybercrimes are not viewed the same as other crimes in many of these countries and how this perception allows cybercriminals to do as they please with no stigma from their neighbors. It concludes that laws and law enforcement, fund distribution, and ethics of these developing countries need to change to reduce the amount of cybercrime.
Social Awareness and Cybercrime Field Study on a Sample of Individuals in Buraydah City in Al-Qassim Region

The study aims to show the reality of cybercrimes and the social awareness in Saudi society. The research used descriptive survey method. A survey tool was applied on a sample of (252) persons in Buraydah city in Al-Qassim region. The result showed that the responses of the sample about the level of social awareness of cybercrimes (technology, informatics, finance and online shopping crimes) were in a medium grade. The result also showed that the individuals do not apply the regulations and laws of combating cybercrimes, in spite of their knowledge of these rules. Moreover, they do not download good applications in their devices which ensure security. Additionally, they do not follow up with the new methods and techniques of cybercrimes, which results a decrease in the level of their social awareness of these crimes.
The Design of Network Topology Big Data Platform in Cloud Computing

As network services become more and more powerful, it also brings huge challenges to network management. In order to manage network services and devices easily and effectively, network topology assistance must be needed to accurately detect and define the location of each network device meeting. The purpose of this article is to study the design of large-scale database network topology in cloud computing. This article first introduces the related concepts of network topology and architecture, as well as the basic status of path algorithms, and studies and analyzes the concepts and mechanisms of network topology algorithms. Then, based on the network topology of cloud computing and cloud services, develop relevant knowledge and architectural concepts, and apply the Hadoop big data platform to the network topology optimization model of typical network problems. And through experiments to test the comparison of the four algorithms and the time complexity comparison, the experimental results show that the RGA algorithm costs 440 in 30 scenarios, which is more suitable for the network topology we designed.
Large-scale Information Management using Hadoop Platform

The information produced today is enormous and is increasing more quickly than computer speeds can keep up. As a result, it is no longer advantageous and often takes a long time to maintain or process information using traditional methods, or as we may say, a single machine. Under the terms of the Apache License, In the cloud hardware of the distributed file system, this research also covers optimizing the number of computing nodes and the message passing pathways. According to HIVE.apache.org, the Apache HIVE data storage software makes it easier to read, write, and manage huge datasets that are stored in distributed storage using SQL. The installation and launch of Hadoop and HIVE, setting up the rules in a Hadoop cluster, and a few use cases for performance testing are all covered at the end of the chapter.