Reviewerly/exHarmony huggingface dataset:
Retraction: How to Safely and Efficiently Perform Big Data Computer Information Processing (J. Phys.: Conf. Ser. 1449 012066)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity.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: 23 September 2022
Retraction: Research on the Construction of Legal Mechanism of Socialist Harmonious Society Based on Computer Simulation (J. Phys.: Conf. Ser. 1544 012200)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity.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: 23 September 2022
Retraction: Brief Discussion on the Time Significance of the Songs of the War of Resistance in the Mudanjiang River Basin During the Fourteen Years’ Anti-Japanese War Based on Computer Multimedia Technology (J. Phys.: Conf. Ser. 1574 012047)

This article has been retracted by IOP Publishing following an allegation that raises concerns this article may have been created, manipulated, and/or sold by a commercial entity.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: 23 September 2022
Retraction: Research on Informatization Development of Minshuku in the Background of Big Data Era (J. Phys.: Conf. Ser. 1575 012088)

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: 23 September 2022
Retraction: Realization of Building Energy Saving and Solar Heating in Cold Areas based on Computer Technology (J. Phys.: Conf. Ser. 1578 012102)

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: 23 September 2022
Retraction: The Construction of an Evaluation System for the Post Competence of College Foreign Language Teachers Based on Computer Big Data Technology (J. Phys.: Conf. Ser. 1578 012041)

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: 23 September 2022
Retraction: Building the Training System of Physical Education Innovation Ability in Higher Vocational Colleges Based on Computer Information Technology (J. Phys.: Conf. Ser. 1578 012064)

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: 23 September 2022
Retraction: Research on Remote Control Method of English Multimedia Online Teaching System In Big Data Environment (J. Phys.: Conf. Ser. 1486 052010)

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: 23 September 2022
Retraction: Evaluation Method of Campus Football Implementation Effectiveness Based on Computer Simulation Model (J. Phys.: Conf. Ser. 1578 012070)

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: 23 September 2022
Retraction: Discussion on the Cultivation Mode of Contemporary Art Talents in Universities Based on the Internet Technology in the New Era (J. Phys.: Conf. Ser. 1578 012082)

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: 23 September 2022
Retraction: Investigation and Analysis of Current Situation of High School Campus Basketball in Huining City Based on Big Data Analysis (J. Phys.: Conf. Ser. 1533 042089)

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: 23 September 2022
Retraction: Innovation and Practice of College English Teaching Model Based on Computer Network (J. Phys.: Conf. Ser. 1634 012005)

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: 23 September 2022
Retraction: Design and Research of Smart Hydrological Monitoring Network Based on Internet of Things (IOP Conf. Ser.: Earth Environ. Sci. 821 012027)

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: 23 September 2022
Research on Dual-Arm Robot Assembly Path Planning Based on Improved RRT* Algorithm

For the precision assembly task of a two-arm robot, this paper proposes a two-arm robot path planning algorithm based on the improved RRT* algorithm. Based on the RRT* algorithm, four random trees are created, and the repulsive potential energy between random trees is added to the potential energy function, and then the acceleration cost is added to the method of reconnecting random trees according to the cost, which greatly speeds up the exploration of the state space by random trees. The obstacle detection method is added, and the adaptive step size adjustment function and adaptive sampling probability adjustment function are used, and the multiple random tree merging and path smoothing optimization methods are adopted to make the planning path smoother and the robotic arm operation more stable. The experimental results show that the pin holes can be assembled precisely with an assembly accuracy $$\le $$ 0.1 mm, which proves that the path planning algorithm of the dual-arm robot based on the improved RRT* algorithm meets the requirements of speed and stability in the assembly task of the dual-arm robot.
Professional Development Rewired: A Case Study of TIMS Approach

This paper presents a case study of a technology-enhanced professional development strategy and demonstrates how an extended workshop approach, based on tutorials, instructional modeling, and support (TIMS), was used for professional learning at a school site. Data collection procedures included a pre-survey, an audiotaped focus group, interviews, a post-survey, and previous district historical survey collection and analysis regarding professional development sessions. Overall, the results indicate that the TIMS approach is an effective form of professional development delivery, which focuses on providing live modeling, attending to lesson relevancy and student needs, as well as being content-specific. Implications regarding implementing technology-focused professional development initiatives are discussed.
An Adversarial Approach for Unsupervised Syntax-Guided Paraphrase Generation

Paraphrase generation has consistently been a challenging area in the field of NLP. Despite the considerable achievements made by previous research, existing supervised approaches require many annotated paraphrase pairs which are expensive to collect. On the other hand, unsupervised paraphrasing manners usually generate syntactically similar output compared with the source text and lack diversity in grammatical structure. To tangle this challenge, we propose a Transformer-based model applying an Adversarial approach for Unsupervised Syntax-Guided Paraphrase Generation (AUSPG). AUSPG is based on a combination of syntax discriminator and Transformer framework to paraphrase sentences from disentangled semantic and syntactic spaces without the need for annotated pairs. More specifically, we deploy a Transformer encoder without position embedding to obtain semantic representations. The syntax discriminator is utilized to further regularize the semantic space. In addition, the disentanglement enables AUSPG to manipulate the embedding of syntactic space to generate syntax-guided paraphrases. Finally, we conduct extensive experiments to substantiate the validity and effectiveness of our proposal. The results reveal that AUSPG significantly outperforms the existing baselines and generates more diverse paraphrase sentences.
Memory Optimization System for SGXv2 Trusted Execution Environment

Trusted Execution Environment (TEE) is an architectural solution for secure computing that requires confidentiality and integrity for private data and code.In recent years, TEE has become the research hotspot for machine learning privacy protection, encrypted database, blockchain security, etc.This paper addresses the performance problem of the system under this new trusted hardware.We analyze the performance of the new trusted hardware, i.e., Intel SGXv2.We find that the paging overhead in SGXv1 is no longer the main issue in SGXv2 under the premise of configuring large secure memory.However, the setup of large secure memory leads to two new problems.First, the available range of normal memory is narrowed down, which increases the memory pressure of normal applications, especially big data applications.Second, secure memory is usually underutilized, resulting in low overall physical memory utilization.To solve the above problems, this paper proposes a new lightweight code migration approach, which dynamically migrates the code of normal applications into secure memory, while leaving the data in place.The migrated code can use secure memory and avoid the drastic performance degradation caused by disk swapping.Experimental results show that the proposed approach can reduce the runtime overhead of normal applications by 73.2% to 98.7% without affecting the isolation and the use of secure applications.
Overcoming language barriers on the way to knowledge. Linguistic reflections on German Easy Language as a tool for barrier-free information and participation

The present article sheds light on the interplay between texts written in standard language, knowledge, and participation and, this way, makes aware of the fact that access to (action-enabling) knowledge largely depends on language and reading skills. Against this background, the article presents the concept of German Easy Language (“Leichte Sprache”) as a tool for barrier-free information and participation for individuals with limited language and/or reading skills and reflects critically its potentials and problems from a linguistic perspective.
QUEST-ORIENTED ASSESSMENT AT THE ESP CLASS

The problem of finding the most appropriate, sophisticated or innovative approach, technology and method of teaching English for specific purposes has always drawn the specialists’ attention. Nowadays a promising graduate of any educational institution is to be able to establish professional communication not only in the native language, but also in a foreign one. A graduate of a military academy is not an exception. Peacekeeping operations, joint military exercises, international exhibitions, war games require military specialists, who are able to react to standard and non-standard professional communicative situations. The author focuses on the necessity of professionally oriented approach to language teaching and the definition of the language for specific purposes. Special attention is paid to the notion of assessment and its peculiarities at the ESP class. Apart from being communicative, systematic, diagnostic, developing and educational, assessment is also to be professionally-oriented, so existing methods of it should be modified to meet the requirements of the future profession. This research paper is aimed at identifying the advantages of quest-oriented form of assessment over the traditional one and proving with the help of the experiment that quest is one of the most appropriate forms of evaluating the students’ progress at the ESP class. The methods of the research include observations on language competency development (80 students were observed throughout two years); comparative analysis of examination results. The experiment has shown that quest-oriented assessment creates the situations of professional communication in the most realistic way. Such designed situations of profession-oriented communication enable a teacher to assess the level of skill development and enhance students’ motivation. The author presents the models of tasks involving all language skills that can be adapted to other professional spheres. The outcomes of this research may be of high value to teachers who are dedicated to creating appropriate and effective assessment for ESP classes.
Visual Question Answering Focusing on Object Positional Relation with Capsule Network

This paper presents a visual question answering (VQA) system focusing on object positional relation, which consists of Capsule Network and a recurrent neural language model. Grasping object positions in an image is necessary to understand the image and appropriately answer a question based on the image. Most related works employ state-of-the-art object recognition systems to detect objects in an image correctly and achieve higher accuracy for VQA datasets. However, It is difficult for the object recognition systems to extract enough object position from the image because of their architectures. The systems employ max-pooling to select representative features in an area of the image and the max-pooling tends to introduce position ambiguity. To overcome the drawback, we construct a VQA system with Capsule Network, which can capture object position information without max-pooling. For experiments, we choose only yes/no type questions from VQA dataset and the proposed method improves approximately 4% accuracy for the whole questions. Especially, the proposed method improves approximately 15% accuracy for questions including "next to" and "front of"
A review on dyslexia for school going children and its homoeopathic management

Dyslexia means trouble with words.Inability to read at the level normal for one's age or intelligence level.In India, schooling and scholastic presentation is an essential concern for families.The child is not working enough, people consider about dyslexic child.Literacy skills are the prologue to didactic attainments and these revolve prop up admittance to profession opportunities and employment.However, even in urbanized educational systems, a generous number of children not succeed to learn to read their age levels.A precise hurdle to step forward is complexity in decoding print understand with reading i.e. initial step.Such difficulties with the expansion of decoding skills are referred as dyslexia.