Reviewerly/exHarmony huggingface dataset:
Innovation and Entrepreneurship Education (IAEE) Driven by Artificial Intelligence (AI)

With the continuous development and progress of society, the value of scientific and technological innovation and entrepreneurship is becoming more and more obvious;In the process of innovation and entrepreneurship, schools have created a lot of social wealth for the society, and there is an urgent need to study the cultivation mechanism of innovation and entrepreneurship.Focusing on the research of IAEE driven by AI, this paper discusses and analyzes the application of AI in IAEE and the challenges of the application of AI in IAEE, and puts forward the natural language processing algorithm of AI; In order to verify the teaching effect of IAEE driven by AI, this paper makes an experimental comparison between the students' Entrepreneurship learning effect under the traditional mode and the AI teaching mode.The test results show that AI teaching provides a more favourable condition for IAEE, and fully proves the feasibility and effectiveness of IAEE driven by AI.
Analysis of Classroom Behavior in Vocational Education with Human-Computer Collaboration

With the development of Chinese education informatization, the human-computer collaborative education model has been deeply developed and widely applied.The application of human-computer collaborative education model in vocational education has shown positive changes in learning atmosphere, students' status, concentration timing, interaction frequency, professional interest and career design.This paper is a collaborative pedagogical experimental study of teaching practices and analysis of data on student performance.We used the Kurt Lewin action research method and regression analysis for the pedagogical study.We construct a model of human-machine co-teaching which will have a positive impact on vocational students' learning.We measure the synergistic model suitable for vocational education reform based on student learning data.Combining the characteristics of vocational students and multiple online teaching data, we draw out a synergy criterion suitable for vocational student development and provide a basis for effective vocational education reform.
Research on Copyright of AI Copycat Works

The continuous maturity of big data, deep learning, intelligent algorithms and other technologies has promoted the third development boom of artificial intelligence. The Chinese government has also promoted the development of artificial intelligence as a national strategy. On the one hand, artificial intelligence technology is gradually penetrating into all aspects of life. For example, through the integration of mobile phone industry and education industry with artificial intelligence, the promotion efficiency of products and services has been greatly improved, and the audience can obtain better service quality. On the other hand, the existing legal system of China cannot solve all the problems of artificial intelligence. The author will attempt to analysis the present situation of artificial intelligence copyright infringement in our country, the protection of different law systems and the prospect of the future about artificial intelligence copyright infringement.
Special NMDS codes of dimension three over the finite field of order 27

Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Share Icon Share Twitter Facebook Reddit LinkedIn Tools Icon Tools Reprints and Permissions Cite Icon Cite Search Site Citation Sadeq Hamdallah Naji, Emad Bakr Al-Zangana; Special NMDS codes of dimension three over the finite field of order 27. AIP Conf. Proc. 13 February 2023; 2414 (1): 040068. https://doi.org/10.1063/5.0120529 Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentAIP Publishing PortfolioAIP Conference Proceedings Search Advanced Search |Citation Search
A Multi-task Approach for Machine Reading Comprehension Form Named Entity Recognition Tasks

Named Entity Recognition (NER) is a basic NLP task that aims to provide class labels for words in free text, such as people, locations.The traditional NER task is treated as a label-sequence task, but the trend of recent jobs is to convert the NER task into a Machine Reading Comprehension (MRC) task to achieve better representation.However, this conversion is often accompanied by the problem of poor generalization of the model due to too few class-specific instances.Therefore, to solve this problem, we try to introduce different domain knowledge into our NER task, and we introduce MRC knowledge as well as NLI knowledge into our NER task through a multi-task learning approach.Our method is a one-stage model that combines two large NLI datasets (MNLI, SNLI) and a large traditional MRC dataset (SquAD) with our target NER dataset for multi-task learning.Through multi task learning, we learn the knowledge of NLI domain and MRC domain, so as to improve the performance of our model on the target dataset.We conducted enough experiments to validate the effectiveness of our method.Also, our model achieves 0.3% and 0.106% improvement compared to different baselines, respectively, proving that introducing external knowledge is effective in improving model performance.
Design and Implementation of Online and Offline Distance Music Education Platform Based on Internet

The distance music education in modern society develops with the development of the information age.It is a new type of education.It has gone through the initial TV education and the education process using information technology such as computer network and multimedia technology.The main reason is that modern information technology has the advantages of flexibility, convenience, speed, etc., and will soon be able to form a food chain, thereby providing a platform for lifelong learning and a complete platform for the education system for citizens in the economic era.Distance music education is a very favorable node for education and teaching, that is, it can have a strong common performance in education and teaching, and can also play its own advantages.The origin of distance education comes from the 19th century, and through years of practice, it can exert its most powerful ability.The online and offline integrated teaching platform of the Internet is very beneficial to the development of online and offline teaching characteristics.It does not use new teaching resources to allow students to experience new education methods.To optimize the online and offline teaching methods, it is necessary to do the most basic integration.After all, online and offline teaching are two different platforms, so it is necessary to negotiate and do the corresponding work well, improve the teaching efficiency, and ensure a perfect presentation.It also requires more active interaction between teachers and students, so that teachers can exist in the classroom.With the prevalence of national education methods, every school carries out some teaching activities for the purpose of quality.However, in our actual teaching process, many problems will emerge.The establishment of the distance music education platform is for us to improve the quality of teaching, to discuss some teaching activities, to change the traditional teaching concept, to truly take students as the goal, and to improve the shortcomings of traditional teaching.In teaching, good teaching resources can be used to broaden students' horizons, deepen their cognition of things, and achieve certain functions and effects of improving teaching.The main purpose of the design and implementation of the distance education music platform is to make learners more It is a method that the modern education industry has not thought of to have good access to the learning content and use the advantages of the Internet to combine teaching, so that learners who love music will have a better advantage than before to learn.Therefore, making good use of teaching resources and teaching methods, and making good use of online and offline teaching, can give full play to the advantages of the teaching mode and realize the establishment of the platform.
Design and Implementation of Web-Based College English Teaching Resource Sharing Platform

In view of some problems in current college English teaching, such as mostly relying on books and textbooks, single teaching resources, outdated teaching contents and low interest of students, etc.In this paper, the author developed a Web-based sharing platform for college English teaching resources.The platform uses C# language to design programs, uses ASP.NET as a framework to build processes, and uses SQL server database to realize data storage and management, and divides users into two different roles: teachers and students for classified management.The construction of this platform solves the problems of low quality of teaching resources design and production and lack of systematization, gives full play to the influence of college English education, and makes contributions to the training of all-developed comprehensive English professionals.
A Comparative Analysis of CET, IELTS and TOFEL for English Acquisition

English is the most widely distributed language in the world.With more and more international cultural exchanges, there are a huge number of people who learn English as a second language.English has always been the most popular second language in China.International language tests such as IELTS and TOEFL are becoming more common in China as more Chinese students go abroad for undergraduate or graduate studies.Compared with the two international English proficiency tests, CET-4 and CET-6 are basic English proficiency tests in China.This type of test primarily examines the student's basic vocabulary quantity to comprehend the situation and the grammar knowledge of the actual application.While IELTS focuses more on the assessment of logical thinking and language expression skills, reading and speaking tests are the most difficult assessment tasks.TOEFL attaches more importance to the students' listening, speaking, reading, and writing skills combined with the use of English level, and the difficulty of each part is evenly distributed, strong academically.
Research on Space Environment Information Service Composition Technology Based on Semantics

摘要: 随着卫星技术的飞速发展，保障空间技术系统的运行安全对空间环境预报业务提出了更高要求.本文根据空间环境信息服务中数据及模型资源分布式集成与共享的现状，针对空间环境预报数据智能化、自动化生成的需求，将Web服务技术及语义服务组合技术应用到空间环境信息服务中.根据空间环境领域特点，提出了空间环境领域的语义相似度计算方法，并采用基于语义相似度的方法实现空间环境信息服务的自动组合. 关键词: 空间环境预报 / Web服务 / 语义相似度 / 服务组合
The Application of Semantic Segmentation on 2D images

A fundamental problem in computer vision is semantic segmentation, which calls for the algorithm to categorize each pixel in the picture and provide the precise details of the category. Semantic segmentation is being employed extensively in a variety of applications, including autonomous vehicles and medical imaging. An overview of similar semantic segmentation approaches is given in this study. First, this paper gives a brief overview of the history and vocabulary of semantic segmentation. The key datasets for semantic segmentation, conventional segmentation models, and fundamental deep learning techniques for semantic segmentation will then be covered. In particular, traditional methods centered on context models and deep learning-centered methods are discussed in detail. Finally, we review several assessment techniques, including their benefits and drawbacks, and outline the key issues facing semantic segmentation today. In addition, this study seeks to provide an overview of the relevant literature and the difficulties in semantic segmentation. Finally, the paper summarizes the semantic segmentation and prospects the future.
Libraries: A Hub of Technology Enhanced Learning Space

The present study explores how to make the defining technology of this century more accessible, appealing, and inviting a variety of users and learners to meet the technological demands. Skills evolve as technology advances, which is required for job readiness, productivity, research, and digital transformation. To provide the best user service, library staff must be technologically savvy in order to answer broadened technology questions such as computers, databases, and new media. . Rather than viewing technology as a threat, it should be embraced as a support system for information services, social networking, RSS, and weblogs, among other things. In the digital era, the concept of libraries as physical spaces is rapidly giving way to web-based servers. The needs and motivations of the past, present, and digital future shaped library innovations. The new generation is being born into technology, surrounded by an infinite number of digital devices, and they have high expectations for technology-driven library services. Universities and their libraries are well-positioned to provide a rich source of market information that can help resource-constrained start-ups to globalise their business operations. As one of the more important elements of the innovation ecosystem, knowledge-sharing can help start-ups to make data-driven, strategic decisions, rather than basing forward momentum on unreliable intuition.
Enhancing Protection for Balinese Traditional Cultural Expression: A Government and Academician Cooperation Approaches

In order to strengthen the protection of Balinese traditional cultural expressions based on inventory at the National Data Center for Communal Intellectual Property, this study aims to investigate the arrangements of communal intellectual property protection in international flora and in Indonesia as well as the significant role of cooperation between the government and academician.This study employs analytical, conceptual, and normative legal research methods with statutes.The study's findings demonstrate that one kind of communal intellectual property is traditional cultural expressions.According to WIPO/GRTKF/IC/40/19, traditional cultural expressions are used to produce inventive and creative goods, and their protection can benefit both users and custodians while maintaining a balance between rights and obligations.Meanwhile, from the national context in Indonesia, Traditional Cultural Expressions are protected under Article 38 of Law No. 28 of 2014 on Copyrights where the state is considered the copyright holder.Traditional Cultural Expressions works have the potential to be developed as creative products in tourism activities.Therefore, inventory activity as an obligation of the government must be implemented by the government followed by a registration process to strengthen the protection of such Traditional Cultural Expressions.Inventory activity is significant to be implemented, primarily to protect Communal Intellectual Property ownership and prevent its use by parties outside the custodian who use it for commercial purposes without asking for permission.Strengthening the protection, and improving the inventory activity as well as its recording mechanisms are relevant to be implemented through intensive collaboration between the government and the academician.
Incident taxonomy analysis on MISP using a quantitative threat assessment approach

Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Share Icon Share Twitter Facebook Reddit LinkedIn Tools Icon Tools Reprints and Permissions Cite Icon Cite Search Site Citation Fadhlan Zaky Muttaqin, Muhammad Arfan Salamun, Nur Rohman Rosyid; Incident taxonomy analysis on MISP using a quantitative threat assessment approach. AIP Conf. Proc. 14 February 2023; 2654 (1): 020016. https://doi.org/10.1063/5.0115372 Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentAIP Publishing PortfolioAIP Conference Proceedings Search Advanced Search |Citation Search
Augmented Reality (AR) in Education: An Exploratory Analysis

The use of new technologies plays an essential role in our lives and more specifically in education because of the improvement they represent in the educational process. Within the use of technologies, there are a large number of promising tools with advanced technology that are already being applied in the educational field. One of the most popular is augmented reality (AR). However, despite their growing importance, there is still a need to carry out more studies on these new tools, and more specifically, on the perception that users have of them. Therefore, the objective of this study is to analyze the reviews of the main AR mobile applications (apps) that can be used in the field of education. For this, web scraping techniques will be carried out for the massive extraction of the reviews. The main result achieved in the current research shows the general dissatisfaction of users towards the functionalities of these apps considering that they are in a preliminary stage. The conclusions of this study show that the use of AR apps has not proliferated significantly in the educational field yet, although an expansion is expected in the future.
Development of Healthcare Insurance Claim Mechanism using Blockchain Technology

Blockchain technology is a decentralized storage technology that allows for secure record sharing via cryptographic algorithms and provides transaction immutability in the distributed network. The distinctive aspect of a blockchain is that it maintains the accuracy and security of each record in the block, generating confidentiality without the requirement for an intermediator. Blockchain innovation has its applications in different fields like monetary trades, government areas, medical care, educational training and casting a ballot. The medical field has become a hotbed of fraud in today's world, particularly in the area of health insurance claims, where most people falsely claim their identities in order to acquire health care services and charge more expensive services. Falsifying a patient's diagnosis in order to justify tests, surgeries, and other procedures. And these fraudulent acts can be solved by using DApps due to the immutable structure of the blockchain, the reality that it is a digitally distributed decentralised storage system (Decentralized Application). Blockchain technology also supports the development of open communication between users and health insurance providers because of its decentralised architecture. This paper works on health insurance network information sharing as the foundation and Ethereum blockchain as the structure, and delves the work process into useful system of the health insurance information sharing framework. Subsequently the blockchain innovation is utilized to guarantee the security of health insurance information, and keeps up with the interoperability of clinical records.
Natural Protection Environment Under the "the Belt and Road" Based on Artificial Neural Network

In the "the Belt and Road" strategy, focusing on the development of environmental protection industry and building an information platform for environmental protection technology can promote the sustainable development of industries in the "the Belt and Road" related areas.In order to solve the shortcomings of the existing research on natural protection environment under the "the Belt and Road", this paper discusses the ecological vulnerability of the green "the Belt and Road" and the northwest region, as well as the derivation process of the artificial neural network, and investigates and discusses the pretreatment of environmental pollution source monitoring data and the establishment of the evaluation index system.Through the artificial neural network, the abnormal values of the environmental ingenious pollution source data were corrected and analyzed, and the ecological environment vulnerability assessment in northwest China was established based on the artificial neural network.The experimental data shows that the artificial neural network can provide a reference basis for detecting and judging the abnormal degree of the abnormal value between 47~58ug/m3 after correcting the abnormal value of the daily average environmental pollution source data in January, within the range of the monthly average emission change.
The Rating of Journals and the Research Outcomes in Statistical Sciences in Italian Universities

Since before its first introduction in 2012, the list of journals of “A class” for Statistical Sciences has generated a large debate in the scientific community on its formulation. The list is one of the outcomes of the ranking of journals proposed by ANVUR (the Italian National Agency for the Evaluation of Universities and Research Institutes) with the main purpose of calculating the minimum values of the indicators of scientific qualification used in the National Scientific Habilitation (ASN) procedure. The paper aims to analyze the data currently available on the research outputs of the Italian academic statistical community to check if any of the potentially observed changes may be related to the composition of the rating of journals.
General Voting System for Democratic Countries Using Blockchain and Computer Technology

Secret voting in democratic countries using computational intelligence and Blockchain Technology, the vote is a fundamental right in democracy to elect people’s representatives at various levels. Manual voting is tedious and error prone. E-voting systems replaced the manual voting systems to overcome illegal voting and malpractices. Due to growing cybercrimes, the existing e-voting systems are not ideal and face many challenges like authentication, privacy, data integrity, etc. This paper presents computational intelligence and Blockchain technology in developing secret e-voting systems. This paper addresses various issues not addressed by traditional and e-voting systems and proposes new voting using computational intelligence techniques and blockchain technology.
ORGANIZATION OF SOCIOLOGICAL STUDIES IN AN EDUCATIONAL INSTITUTION AS A WAY TO INVOLVE STUDENTS IN RESEARCH WORK AND THE FORMATION OF MANAGERIAL COMPETENCE OF A TEACHER

The article examines the peculiarities of the organization of sociological studies in an educational institution as a way to develop the managerial competence of a teacher and the skills of a student. The main types and methods of sociological studies, stages of their organization and implementation were analyzed. The main components of the managerial competence of a teacher are defined, which include: positional-valuable, cognitive-operational and analytical-reflexive. It is proved that the organization and implementation of sociological studies increase the level of managerial competence of the teacher and form the students' position of an active subject of the educational process, contributing to the development of their essential forces - abilities, skills, knowledge, thinking and motivation.
School Libraries Supporting Literacy and Wellbeing

"School Libraries Supporting Literacy and Wellbeing." Journal of Education for Library and Information Science, 64(1), pp. 100–101
NEW PARADIGM OF EDUCATION OF THE XXI CENTURY

The changes taking place in a society inevitably influence education. After all, it is for the education to ensure the sustainable development of a society. Education is, in a sense, a guarantee of the existence of a society. However, the channels through which education is carried out and its content itself undergo significant changes over time, actualizing and bringing to life the need to think about the feasibility of certain forms of education and its existing paradigms. Modern education is increasingly becoming a process of life-creating and sense-forming.