Reviewerly/exHarmony huggingface dataset:
Analysis of U.S. Federal Funding Agency Data Sharing Policies

Federal funding agencies in the United States (U.S.) continue to work towards implementing their plans to increase public access to funded research and comply with the 2013 Office of Science and Technology memo Increasing Access to the Results of Federally Funded Scientific Research. In this article we report on an analysis of research data sharing policy documents from 17 U.S. federal funding agencies as of February 2021. Our analysis is guided by two questions: 1.) What do the findings suggest about the current state of and trends in U.S. federal funding agency data sharing requirements? 2.) In what ways are universities, institutions, associations, and researchers affected by and responding to these policies? Over the past five years, policy updates were common among these agencies and several themes have been thoroughly developed in that time; however, uncertainty remains around how funded researchers are expected to satisfy these policy requirements.
Doing Anthropology Forward

This chapter engages with the question of “what could go right” through the prism of an interventional futures anthropology. In critical studies of emerging technologies, AI, automation, and data, media and communications and data scholars frequently critique techno-optimist approaches and capitalist values associated with industry and government by creating dystopian accounts of what will go wrong if/when the logics of automation play out to their ends. In doing so they (perhaps unintentionally) endorse the possibility that the power of the very logics they wish to critique will conclude in such ways. Instead, anthropological research that attends to and surfaces how and where our encounters with automation can be generative, collaborative, hopeful, and ethical suggests otherwise. It shows how everyday modes of human creativity and improvisation are shaping and envisioning emerging technologies within trajectories toward ethical, hopeful, and equitable futures. I argue for an interventional future-focused anthropology rooted in design and futures anthropological theory. Beyond simply studying what has gone right, I suggest a “doing anthropology forward” approach that engages a new mode of optimism. I propose it is needed to go beyond the impasse created by binary views of industry-derived techno-optimism and critical techno-dystopianism.
The Translation and Analysis of Expansion (Indonesian- English): A Descriptive-Analytical Study

This study highlighted the translation of Indonesian to English expansion. There are some of the problems in question: what principles, strategies, and relevant theories are used by the translator in translating Indonesian to English expansion and also the type of expansion that occurs. The research used a mixed-type technique, namely qualitative and quantitative. Through all 25 data analyzed, the researchers concluded that: a) based on the analysis, it is found that there are principles of translation by Allan Duff employed. There are 14 data that used the principles of translation: meaning, 4 data used the principles of translation: style and clarity, 2 data used the principles of translation: Source language influence and 5 data used the principles of translation: idiom. b) based on the analysis, it is found that there are several strategies employed. They are syntactic strategies (10 data) which consist of Unit shift (8 data), Clause structure change (1 data), and transposition (1 data); semantic strategies (11 data), which consist of Distribution change (3 data), Antonym (1 data), Synonymy (1 data), abstraction change (2 data) and trope change (4 data); the last is pragmatic strategies (4 data), which consist of Interpersonal change (1 data), explicitness change (2 data) and emphasis change (1 data). Based on the analysis, it is found that there are types of expansion from Nida and Tabber (1982) that occur. The Lexical Expansion: Descriptive substitutes (5 data), Lexical Expansion: Semantic restructuring (12 data), Syntactic Expansion: Identification of The Participants (2 data), Syntactic Expansion: identification of objects or events with abstracts (2 data), Syntactic Expansion: More Explicit Indication of Relational (4 data).
Pembelajaran Bahasa Inggris pada Lembaga Kursus dan Pelatihan (LKP) Ambisco Metro Lampung

This study aims to investigate English learning at AMBISCO as the course and training institute by concentrating on analyzing English learning strategies applied in each English course program at AMBISCO. This research was conducted based on the development of LKP AMBISCO both in terms of quantity and quality, of course,participants in the middle of competition with various other English courses in Metro city, Lampung. This research uses a descriptive qualitative method. Data collection techniques are interviews, observation, and documentation. The results of the study show that learning English at AMBISCO is administrated by implementing English learning strategies which are broadly divided into the initial learning phase, the main learning phase, and the final learning phase. Learning strategies in each English course program are applied effectively based on the need analysis of participants in each program so that they can achieve the learning target effectively.
Application of MATLAB in College Students Mathematical Modeling Competition

In the process of college students mathematical modeling competition, it is necessary to improve the data processing and calculation ability.This research mainly starts from the modeling competition, and analyzes and discusses the application points of MATLAB in the process of college students mathematical modeling competition.In the research, it is necessary to use MATLAB software to complete the determination and analysis of fitting function.According to actual examples, we can use MATLAB software to obtain cubic polynomial fitting function and complete the solution of fitting function.In addition, when analyzing the planning problems, it is necessary to transform the planning problems into the maximum problems on the basis of determining the constraint conditions.In order to ensure the uniformity of numerical values in MATLAB software, the maximum problems can be transformed into the minimum problems by using functions, thus improving the calculation efficiency.Through the example analysis of college students mathematical modeling competition, we can get the following conclusions: the application of MATLAB software in mathematical modeling can not only improve the efficiency of mathematical modeling, but also carry out the work of graphics and data processing, which also plays an active role in ensuring the data calculation and analysis effect.
Feature Extraction Model of Text Classification In National Defense Science And Technology Tracking

National Defense Science and technology information is mostly distributed in the form of non classified information.It is an important reference unit for national defense science and technology development planning and technical route.It is an early information resource for national defense scientific research.National Defense Science and technology tracking is a process of measuring, analyzing and extracting national defense science and technology information in different states by using different data analysis technologies based on the information statistics related to national defense science and technology.At present, national defense science and technology tracking lacks effective tracking methods and quantitative analysis tools.This paper uses the method and idea of deep confidence network feature extraction to calculate the correlation between search engine and abstract, so as to monitor, identify, measure and preliminarily extract the texts in different states, such as scientific papers, conference materials, news trends, patent information, policies and regulations, economic and trade information and so on.The research results show that the use of the model can realize the accuracy of tracking, and provide a new idea to improve the tracking speed.
Optimization Design and Realization of English Language and Literature Teaching Management System

The rapid development of information technology is revolutionizing and changing the current education.In recent years, with the further deepening of the reform of English education in colleges and universities, "student-centered" has become the main form respected by colleges and universities.English teaching focuses on the observation of students' daily performance, and pays more attention to the cultivation of students' application ability.On various learning websites, the Internet can provide them with multi-effect resource sharing, and the form of multimedia teaching has also been greatly welcomed in our country.The comprehensive management construction of the campus network can effectively improve the teaching management level of the school.This paper mainly expounds the optimization and realization of the English language and literature teaching management system, analyzes the current teaching environment, and proposes some effective solutions.
The Architecture and Realization of PE Teaching System under Digital Informatization

In recent years, data technology, multimedia technology and information technology have been widely applied in the field of education, and the field of modern education has gradually begun to develop towards flipped classroom, smart campus and other directions.Sports have also suffered in part.In this context, PE machine learning system should realize the modernization of digital information and step into the information age of education.This paper mainly describes the construction and implementation of physical education teaching system in digital information age.This paper based on the current information related development process, which is not only helpful to break through the bottleneck of traditional PE teaching in colleges and universities, the innovation of PE teaching methods and technology in colleges and universities, aiming to introduce the means of education information, promote the innovation of PE teaching reform in colleges and universities.
The Design of Multifunctional English Memory App Based on Artificial Intelligence

In recent years, artificial intelligence technology has made great breakthroughs.Big data, cloud computing, voice recognition and deep learning have become new concerns in the eyes of the public following the Internet and the Internet of Things.Driven by relevant information and communication technologies, ARTIFICIAL intelligence has gradually appeared in all aspects of people's lives with new algorithms, new technologies, new experiences and new applications.The vigorous development of artificial intelligence technology promotes the innovation of foreign language teaching concepts and learning methods, and brings new development opportunities and challenges to English teaching.Artificial intelligence takes the analysis of individual differences of language learners, tailored learning content and diversified and three-dimensional teaching media as the teaching elements of smart classroom.This article mainly tells the story of multifunctional English memory APP in artificial intelligence environment design, put forward his opinion according to the current situation of English teaching, with the help of technical means such as artificial intelligence (ai) for the design of English memory APP, the purpose is to promote English learners' autonomous learning, establishing perfect English learning system, so as to accelerate the process of English learning, Finally form the harmonious development of English learning.
The Diversified Informationized Blended Teaching Reform of Internet of Things Course under the New Situation

Under the new situation of vigorous development of emerging technologies such as big data, artificial intelligence and Internet of things, the cultivation of compound, innovative and engineering talents is the mainstream requirement of new engineering education, which makes the information-based teaching reform and exploration of Internet of things engineering inevitable.In view of the above situation, this paper explores the reform of the teaching of Internet of things engineering course under the new situation, and puts forward a diversified blended information-based teaching reform scheme of Internet of things engineering course fused emerging technologies.The scheme constructs a informationized multimedia teaching resource database, designs compound teaching contents, and sets up a diversified evaluation mechanism, so as to carry out the diversified information-based teaching reform with the characteristics of knowledge integration, flexible expansion, framework design, independent practice, comprehensive application and active innovation.The analysis shows that the scheme has good practicability, adaptability and effectiveness for cultivating compound, innovative and engineering talents under the new situation.
A Study of Learning Engagement and Its Influencing Factors Under E-Learning Platform: Based on Behavioral Event Analysis Model

During the COVID-19, the analysis of data on the use of e-learning platforms revealed that e-learning gradually became the main learning method for students.On the one hand, e-learning can solve the crisis of students' suspension from classes and schools.But on the other hand, the phenomenon of decreasing students' learning engagement level can occur in the process of e-learning, which is detrimental to students' learning development.Therefore, based on the behavioral event analysis model in big data analysis, this paper analyzes the usage data of e-learning platforms and collates and summarizes the existing literature studies, thus summarizing the main influencing factors of students' learning engagement and finally proposing corresponding countermeasures to improve the level of students' learning engagement during the COVID-19 and promote the sustainable development of the e-learning model.
The Design of Multimedia English Teaching System Based on Virtual Technology

With the universal use of contemporary information technology and network, multimedia teaching has become an inevitable development direction in the field of education.Traditional English teaching mode has many disadvantages, such as single form and biased teaching content.Multimedia English teaching can improve students 'interest in learning, cultivate students' memory skills, help students to better acquire knowledge and have a deeper understanding of other cultures.From the perspective of the disadvantages of traditional English teaching, the reform of English model has been urgent.This paper mainly expounds the development and change of multimedia English teaching system design under the background of virtual technology, and explains its functions in detail and accurately, aiming to accelerate the teaching process of multimedia English teaching system design under the background of virtual technology.In addition, students can also have access to better educational resources to speed up the students' learning progress.
Investigation and Research on Informatization Teaching Ability of Mathematics Normal Students Based on SPSS Statistical Analysis

Background: With the continuous advancement of education informatization, informatization teaching ability has become an important indicator for the evaluation of contemporary teachers' professional ability.As the reserve force of future mathematics teachers, mathematics normal students should have excellent informatization teaching ability to continuously promote the development of information technology and mathematics teaching from integrated application to innovation.Therefore, informatization teaching ability of mathematics normal students is the key content discussed by scholars.Objective: To obtain the status of informatization teaching ability of mathematics normal students and provide reference for the following research in the field of informatization teaching ability of mathematics normal students.Methods: A questionnaire survey was conducted on 97 mathematics normal students by using the selfmeasurement tools for pre-service teachers' ICT competency.SPSS is a series of software products developed by IBM for statistical analysis, data mining, prediction analysis and decision support tasks.After the invalid questionnaires were removed, the valid questionnaires were collected and entered into the data, and SPSS 25 version was used for statistical analysis.Results: Firstly, the average score of informatization teaching ability of mathematics normal students is 3.57.Among the specific dimensions, the average score is the highest in the dimension of basic technical literacy, reaching 3.75.The second is technical support learning 3.58 and the third is technical support teaching 3.44, respectively.Secondly, there is no significant difference in gender, major and grade of informatization teaching ability of mathematics normal students.But there is significant difference in grade of technical support teaching dimension.Thirdly, the informatization teaching ability of mathematics normal students is significantly positively correlated with its various dimensions.The correlation coefficient between technical support teaching dimension and informatization teaching ability is the highest, reaching 0.935.Conclusions: Firstly, the current mathematics normal students' informatization teaching ability is at a medium level.Secondly, there is significant difference in grade of technical support teaching dimension.Mathematics normal students in grade three and grade four are higher than those in grade one.Thirdly, informatization teaching ability of mathematics normal students is positively correlated with its various dimensions, and the correlation coefficient between technical support teaching dimension and informatization teaching ability is the highest.
Innovation of Warfighting-oriented Inspection and Acceptance Method of Equipment Based on Cloud Model

Inspection and acceptance is the last pass to control the quality of equipment.With the development of modern warfare, weapons and equipment are characterized by technical, informational, and systematic development, which puts forward higher requirements for equipment quality.How to conduct warfighting-oriented inspection and acceptance has become a new problem of equipment quality.This paper focuses on the new challenges faced by the inspection and acceptance of high-tech weapons and equipment under the new situation.By simulating the combat environment and designing the combat style, integrating the computer simulation technology, and comprehensively using the simulation inspection and cloud model to innovate the contents and methods of equipment warfighting-oriented inspection and acceptance, it effectively improves the inspection and acceptance effect and promotes the digital development of equipment quality supervision.
Application Research of Online and Offline Mixed Teaching Mode Based on Mobile Education Platform in Higher Vocational English Teaching

He improvement of scientific information technology promotes the formation of new education and teaching models.It is of great significance to realize online interaction and offline communication in higher vocational English teaching, which can quickly solve practical problems of students' learning.This platform system is mainly based on the online and offline mixed teaching model, mainly adopts database, decentralized algorithm and information processing model, accurately locks the actual learning needs of students through statistical algorithms, and uses the platform and short video form for online teaching carry out.It can put forward a design and implementation scheme of laboratory teaching assistant system based on Android platform.The scheme combines the rapidity of computer information management and the flexibility of intelligent terminal equipment operation, and realizes the teaching assistant system in the environment of higher vocational English teaching.Combining with Internet + for systematic discussion, the development of students' thinking ability and the effect of interactive communication are realized through the use of mobile education platform, that is, the characteristics of openness and richness.At present, China's education model mainly focuses on quality education and subject core literacy, and strengthens students' knowledge utilization and ability opening.
Design of Mobile Micro Learning System for English Words Based on Computer Technology

With the development of computer technology and multimedia technology in recent years, distance education is made possible.Distance education, as a means of education, will gradually play a huge role with the development of society.Distance education takes the network as a teaching carrier, which can carry the content well and access it anytime and anywhere.At the same time, the development of computer technology and mobile information technology has laid a foundation for the design and application of mobile learning platform.The teaching requirements of English learning in colleges and universities are more and more intelligent, intelligent and multimedia, and computer is of great help to English vocabulary learning.This paper mainly expounds the design of English vocabulary mobile micro learning system based on computer technology, according to the current situation of English learning system to make their own understanding, and according to the problems of the current English vocabulary mobile micro learning system solutions, the purpose is to speed up the process of English vocabulary mobile micro learning system design under computer technology, improve the speed and efficiency of students learning English.
Construction and Practice of Smart Textbooks for Vocational Education Courses

The deep integration and mutual promotion of information technology and education have brought new ideas and power to the development of education. Smart textbooks are the comprehensive upgrading of traditional textbook concepts and technologies, the new form of textbooks, and the forefront of textbook construction. Smart textbook is a new form of integrated textbook, which is the combination of traditional paper textbooks and digital resources. Its compilation and development is mainly based on students, and the goal is to cultivate students’ ability to analyze and solve problems. This paper first analyzes the necessity of the construction of smart textbooks, then introduces the connotation and characteristics of smart textbooks, and finally expounds the overall construction ideas of smart textbooks of Aviation Materials Storage Management from many aspects.
Locus of Control Risk Perception and New Venture Decisions --Based on Logistics Regression Model

Past studies have discovered that personality traits could influence the entrepreneurs' new venture decisions.However, previous literature only mentioned the influence of risk propensity on the new venture choice.Our study introduces the locus of control to the framework of Forlani and Mullins [1] to study the relationships between locus of control, risk perception, and new venture decisions related to entrepreneurship.We run a regression to test the relationship between the locus of control, risk perception, and new venture decision.The result suggests that the individuals with more internal control would perceive less risk and prefer the venture with a high level of hazards and a low level of variability.In addition, the ones that perceive more risk would choose the venture choice with a high level of variability and low level of hazards.The study extends the framework of Forlani and Mullins [1] by providing another factor when investors try to choose entrepreneurs whose venture choice would match the investors' goal.