Reviewerly/exHarmony huggingface dataset:
Retraction: Design Method of College English Information Teaching Platform Based on LAN Technology (J. Phys.: Conf. Ser. 1648 042054)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
Retraction: Analysis on the Origin and Development Path of Chinese Minority Art Based on Big Data Analysis (J. Phys.: Conf. Ser. 1648 032047)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
Retraction: Application of Virtual Reality Technology in Chinese Traditional Decorative Elements in Interior Design (J. Phys.: Conf. Ser. 1744 032083)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
Retraction: Optimizing Strategies for Analyzing Computer Network Security Technology Based on Big Data Era (J. Phys.: Conf. Ser. 1648 022096)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
Retraction: Research on the Application of Computer Remote Network Communication Technology under Big Data Technology (J. Phys.: Conf. Ser. 1648 042043)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
Retraction: Research on the Development of Safety Education Content in the Field of Physical Education Based on Big Data Analysis (J. Phys.: Conf. Ser. 1744 032243)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
Retraction: Research on English Translation based on Computer Technology (J. Phys.: Conf. Ser. 1744 042112)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
Retraction: Application Analysis of Artificial Intelligence Technology in Computer Information Security (J. Phys.: Conf. Ser. 1744 042221)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity. In addition, IOP Publishing has seen no evidence that reliable peer review was conducted on this article, despite the clear standards expected of and communicated to conference organisers. The authors of the article have been given opportunity to present evidence that they were the original and genuine creators of the work, however at the time of publication of this notice, IOP Publishing has not received any response. IOP Publishing has analysed the article and agrees there are enough indicators to cause serious doubts over the legitimacy of the work and agree this article should be retracted. The authors are encouraged to contact IOP Publishing Limited if they have any comments on this retraction. Retraction published: 16 September 2022
RANCANG BANGUN SISTEM E-LEARNING BERBASIS WEB PADA SMPIT DAR AL-ATIQ SEBAGAI SARANA PEMBELAJARAN Studi Kasus: SMP IT DAR AL-ATIQ

Learning and information is the two programs to work there has to be at a school, don't see whether the school is public and private schools, such as SMP IT Dar al-atiq which is a vocational high school In Berbah, Yogyakarta. If you want to known community-wide, not limited to just where the school is located, the information media should be more active and creative, that is, with how to add Media or means of learning and Information on vocational high school Web SMP IT Dar al-atiq. In an era of technological developments such as today, is an advantage for SMP IT Dar al-atiq, because the available media Learning and information is freely usable and does not take into account the distance and the time in delivering, the media is "world wide web" (www) or known by the name of "website" on internet technologies. What is internet and website? The Internet is a global network of computer networks that are connected with each other and communicate, while the website is one of the intenet facilities which can be used by anyone, anywhere and anytime. Thats way, SMP IT Dar al-atiq very necessary utilizing website as a medium of instruction and information to be better approximate the self to the community at large. With a website that can be accessed by anyone, anywhere and anytime, then the process of delivery information will be more effective, because the maximum and information created will be easily known by people outside the reach of SMP IT Dar al-atiq with do not require a lot of time to get the furthest regions though
The Urgency of Product Authentication Validation Features in Providing Legal Protection Against Copyright Infringement in E-Commerce

E-commerce raises many legal issues, including the legal protection of
Emission of Nitrogen Species and Biomass Burned Comparison Over India and Indo-Gangetic Plain

Abstract: In this study, we used a data from MODIS burned area Data (MCD64A1) which is downloaded from FileZilla. The FileZilla Client and FileZilla Server are separate components of the open-source, cross-platform FTP application FileZilla. Here we can download MODIS burned data file. We download MODIS burned file in GeoTIFF image file format so that we can easily extract data for desire area. This MODIS burned data is extracted with the help of ArcMap. After the extraction of data for desire study area and we get number of pixels burned in study area. To get burned area we multiply the number of pixels to the area of pixels. We found that In India without IGP pre-monsoon burned area higher than the post-monsoon burned area and in IGP post-monsoon burned area is higher than the pre-monsoon burned area. We also conclude that in year 2016, 2018, 2019 and 2020 IGP post-monsoon burned area 23903960538 m2 , 21892394111 m2 , 20998770054 m2 and 20348568933 m2 respectfully has highest compare to other area and month for that year and in year 2017 India without IGP per-monsoon burned area 22453082565 m2 is higher compare to other area and month. In this study, we also calculate nitrogen emission and found that emission of nitrogen species in IGP region post-monsoon has the highest as compare to emission of nitrogen species in IGP region pre-monsoon as well as emission of nitrogen species in India without IGP region.
Electronic resources in the communications system of public libraries in Ukraine

The purpose of the work consists in systematization and synthesis of data concerning the value of electronic resources in the system of social communications of public libraries of Ukraine. A methodological basis of this research is critical, chronological and structural and system approaches to the analysis of the chosen perspective. The scientific novelty consists in complex studying of value of electronic resources for effective development of modern library establishment in the conditions of quarantine restrictions. Conclusions. The considerable popularity of electronic resources of the public library is explained by the fact that the electronic format provides easy, quick and continuous access to a big array of specialized data. At the same time there are also considerable problem aspects with a regulatory framework, in particular connected with copyright compliance in the text of the scientific electronic publication. Electronic resources of public library have to optimize quick access of erudite and other users to relevant domestic scientific literature. Electronic editions in the abstract database of public libraries can be presented as a collection of electronic documents in the reviewed look. The place of electronic resources in the system of data of library is defined by functions of the specified editions to which, the general, special and concrete functions belong. To signs which inherent in electronic resources of public libraries, it is necessary to specify multifunctionality, targeting and high quality. Of course, in the remote prospect providing the status to electronic resources international, increase in the index of a quotes in the international measurement, etc. is optimum. The website of library establishment which has to provide such sections acts as an important component of electronic resources of public library: general information; curriculum vitae of outstanding librarians and management of public library; structure of library, achievement, award and prospect of work; news feed; resources; methodical providing; electronic delivery of documents; headings for readers, librarians and administration of the website. Thus the website of public library has to be focused on all participants of the information and communication relations created within a certain library establishment.&#x0D; Keywords: electronic resources, public libraries, library institutions, library science, document science, normative legal act, functions.&#x0D;
Features Extraction Based on Probability Weighting for Fake News Classification on Social Media

Fake news is a massive problem globally, especially on social media. Most people spend a lot of time consuming social media every day, and it is very possible for people as social media users to receive fake news without realizing it. Primarily due to this situation, we developed a machine learning tool to detect fake news that operates with the aid of various algorithms such as Decision Tree, K-Nearest Neighbor, and Naïve Bayes. Our experiement is tested based on machine learning that selected only one technique used to classify the data by finding the model set. In addition, the performance of the set describes the classification of the model and the inconsistency solution for each iteration. This study proposed a model which used the probability weighting of the model in features extraction processing for data classification. The concept is the enhancement of probability weighting features that converge exactly the class labels of classification. Our work was also implemented based on traditional Count Vectorizer and TF-IDF Vectorizer sentiment analysis and combined probability weighting features for fake news articles. The experimental results of the work illustrate that the best accuracy achieved by a proposed model used probability weighting features to find out the impact of classifiers models. In addition, the results of experimental information is represented by enhancing the overall performance of Decision Tree, K-Nearest Neighbor, and Naïve Bayes with various datasets. In addition, the measures of precision, recall, F1-measure, AUC, and accuracy for each class and deep in each class were achieved and reached the highest performance of the proposed model.
Artistic practice of technical components of monologue speech of actors

The purpose of the work is to investigate the peculiarities of the verbal means of expression of the actor in one-man shows. The research methodology is based on the application of a set of scientific methods, including systems, analysis, synthesis, as well an art history approach, which allowed to obtain objective results. The scientific novelty of the work lies in the generalization of the theoretical analysis of monologue performances staged on the Ukrainian stage, with an emphasis on the technique of speech expression and its artistic skill in the performance of actors. Conclusions. Various elements of theatrical performance are highlighted. Consideration of theoretical studies of the role of the monogenre in the performing arts, the main means of self-expression of monomart, the triad of this form of theatrical action - text, director, actor. Analysis and classification of narrative models of one-man shows: traditional narrative of a character, literary interpretation, performance in a play, actor as the second "I" of the hero, play-emotion, play-removal, play-memory. Determining the main structural parameters of the actor's stage behavior in a solo performance in a complex relationship of roles, author and character, the degree of acting, reincarnation in the image - the inclusion of plasticity, psychophysical state of the actor, purposeful volitional action, assimilation of various forms of stage space. Based on the analysis of research by scientists and theater critics, certain aspects of the historical development of solo performances, the process of their formation and their popularity in modern theatrical art have been clarified.&#x0D; Keywords: mono-performances, theatrical speech, acting skills, diction, artistic theatrical practice, acting language.
Cognitive concepts of the web portal «Ukrainian documentation» creation

The purpose of the article. It determined the conceptual principles of creating a web portal «Ukrainian Documentation». It is outlined methodological and organizational approaches to the formation of its content based on the objectives of the development of document science, education, and practice. Theresearch methodology consists of the use of general scientific methods: analysis, synthesis, and system method, which allowed tracing the external and internal connections of documentary content with the existing system of documentary communication. Scientific novelty. It is determined the cognitive approaches to the creation and justification of the structure, to tasks of the project implementation as to the documentary content of the web portal «Ukrainian Documentation». It is offered the structure of the consolidated resource. Methodological and organizational approaches to the formation of its content based on the objectives of the development of documentary science, education, and practice are proposed. Conclusions. There are offered the cognitive concepts, architectonics, and requirements for the project of creating a web portal of documentary interaction. It is expected to meet the requirements of the modern development of science and practice will be considered as a way of professional communication between representatives ofscience, education, and experts. The purpose of the creation of the documentary consolidated resource is to release the user from the search through different sources and give the opportunity to receive the information, needed for scientific, educational, and applied tasks resolution. The integration of different document information resources into a single information system will help to consolidate scattered resources, make them available to users, and ensure effective communication between document communities. The involvement of wide communities in the formation of scientific and applied content will allow the consolidation of the developed knowledge and determination of the prospects for documentary space formation in the country.Key words: document science, scientific communication, web portal, concept of content generation, content.
Sociocultural activity of the library in the conditions of its digitalization

The purpose of the article is to outline the main most effective online means of communication that contribute to the socio-cultural objectives of the library in terms of its humanistic mission. Today the issues of transformation of the national library system are relevant, which is due to global trends in thetransformation of the classical library into a modern socio-cultural and information institution of a new type, which would be interesting for society. One of the main directions of modernization of library services is its digitalization because digital technologies are actively entering all spheres of modern society. The digital economy sets the vector by which socio-cultural institutions will develop. The methodology is based on the use of general scientific methods, namely synthesis, deduction, induction, description, and explanation. Scientific novelty. The study describes the main most effective digital tools that contribute to the socio-cultural objectives of the library in terms of its humanistic mission. The authors emphasize that digitalization is one of the main directions of modernization of the library institution, and outline its advantages while emphasizing the ambiguity of the impact of digitalization on society. The study represents the level of productivity of the main network means of communication in the implementation of socio-cultural objectives of the library in terms of library practitioners. Research of socio-cultural activity of the library in the conditions of its digitalization allows use in the practice of the basic network means of communication taking into account their productivity. Today libraries are faced with the need to digitize their activities,which is the focus of public policy in the library field. Conclusions. Among the most effective digital tools that contribute to the socio-cultural objectives of the library, there are two groups: first, online communication tools, which include library sites, social media pages, library blogs, virtual exhibitions,virtual literature reviews, podcasts, book trailers, digitized library holdings, and second, more traditional events that use digital technology.Key words: archive, innovation, management, digitization, information, rebranding, technologization, fund.
Latency Control for Keyword Spotting

Conversational agents commonly utilize keyword spotting (KWS) to initiate voice interaction with the user. For user experience and privacy considerations, existing approaches to KWS largely focus on accuracy, which can often come at the expense of introduced latency. To address this tradeoff, we propose a novel approach to control KWS model latency and which generalizes to any loss function without explicit knowledge of the keyword endpoint. Through a single, tunable hyperparameter, our approach enables one to balance detection latency and accuracy for the targeted application. Empirically, we show that our approach gives superior performance under latency constraints when compared to existing methods. Namely, we make a substantial 25\% relative false accepts improvement for a fixed latency target when compared to the baseline state-of-the-art. We also show that when our approach is used in conjunction with a max-pooling loss, we are able to improve relative false accepts by 25 % at a fixed latency when compared to cross entropy loss.