syedzayyan/paper_mill_benchmark huggingface dataset:
The Effect of Mobile Social Media Sharing Behavior on the Subjective Well-Being and Mental Health Regulation of Internet Users

Mobile healthcare social media (mhsm) is an innovative combination of mobile devices and mobile communication technology.How can users shift from spontaneous to conscious cognitive mode, break their usage inertia, and actively adapt to the social structure of mobile health social media to improve information-sharing performance?This study uses adaptive structuring theory as the theoretical foundation to deeply analyze adaptive information-sharing behavior and its specific forms in the m health social media environment; it uses cognitive shift theory and social exchange theory as the theoretical framework to comprehensively explore the antecedent motivations of users engaging in adaptive information-sharing behavior and its posterior effects.Theoretically, it promotes the innovation and development of information-sharing behavior research and the further deepening of the application of adaptive structuring theory at the information behavior level.It is also conducive to bridging the digital divide and maximizing the value of health information resources.This paper takes 1000 survey data as the experimental data source for studying the influence of mobile social media sharing behavior on the subjective well-being and mental health regulation of internet users and concludes that in practice, it is beneficial to optimize the design of information-sharing-related functions in mobile health social media, improve the effect of user information sharing in mobile health social media environment, and enhance the efficiency of information sharing so that mobile social media sharing behavior can better contribute to the subjective well-being and mental health regulation of internet users.This paper has an obvious psychological adjustment effect on groups who use too much social media and can help them analyze why they are affected by some social media, thereby producing psychological effects.

Journal: Occupational Therapy International (2022)
Publication types: Research Article;
Three Mediating Pathways of Anxiety and Security in the Relationship between Coping Style and Disordered Eating Behaviors among Chinese Female College Students

According to previous studies, eating disorders and disordered eating behaviors are associated with coping style, anxiety, and sense of security.However, the specific mechanism between them has not been elucidated.The purpose of this study was to explore whether anxiety and sense of security play mediating roles in coping style and disordered eating behaviors among chinese female college students.Method.Six hundred and ninety-one female college students ( mean age = 19.36 ; sd = 1.06 ) completed the simple coping style questionnaire, the eating disorder inventory, the security questionnaire, the hospital anxiety and depression scale, and a brief demographic survey.The percentage bootstrap method of deviation correction was conducted to determine the mediating effect of anxiety and sense of security on coping style and disordered eating behaviors.Results.Coping style had direct and indirect effects on disordered eating behaviors.Anxiety and sense of security were not only independent mediators in the relationship between coping style and disordered eating behaviors but also chain mediators.Conclusions.The results of the current study provide preliminary evidence that preventive interventions targeting anxiety and sense of security may be feasible for young women who develop disordered eating behaviors due to stress in their lives.

Journal: Neural Plasticity (2021)
Publication types: Clinical Study;
Sustained Auditory Attentional Load Decreases Audiovisual Integration in Older and Younger Adults

The modulation of attentional load on the perception of auditory and visual information has been widely reported; however, whether attentional load alters audiovisual integration (avi) has seldom been investigated.Here, to explore the effect of sustained auditory attentional load on avi and the effects of aging, nineteen older and 20 younger adults performed an av discrimination task with a rapid serial auditory presentation task competing for attentional resources.The results showed that responses to audiovisual stimuli were significantly faster than those to auditory and visual stimuli ( av &gt; v ≥ a , all p &lt; 0.001 ), and the younger adults were significantly faster than the older adults under all attentional load conditions (all p &lt; 0.001 ).The analysis of the race model showed that avi was decreased and delayed with the addition of auditory sustained attention ( no _ load &gt; load _ 1 &gt; load _ 2 &gt; load _ 3 &gt; load _ 4 ) for both older and younger adults.In addition, avi was lower and more delayed in older adults than in younger adults in all attentional load conditions.These results suggested that auditory sustained attentional load decreased avi and that avi was reduced in older adults.

Journal: Neural Plasticity (2021)
Publication types: Research Article;
Profit Information System of Exhibition Enterprises Based on Multiobjective Optimization Algorithm

To solve the problem of publishing company revenue data, a multiobjective optimization algorithm is proposed.Therefore, based on the research on the multipurpose optimization algorithm, this paper proposed a multipurpose optimization hybrid approval algorithm.The proposed algorithm generates a candidate set through the hybrid recommendation algorithm and then uses the multiobjective optimization algorithm to generate recommendation list with optimal accuracy and diversity.Matlabr2017a was used to calculate the c-metric and hypervolume of the measurement data.Besides, excel was used to calculate the pareto solution developed in this paper many times.The test environment is running on 64 bit win10, running 6 gb memory, and the cpu frequency is 2.30 ghz.Experimental decisions were made by comparing the pareto optimal solutions developed by the input algorithm and the control algorithm in 3 consecutive groups of experimental users.Experimental analysis shows that pareto believes that the solution developed by the hybrid approval algorithm is multipurpose optimization, superior to the solution developed by the board, and that the algorithm can be used to create realistic and diverse results.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
Research on the Development Strategy of Cross-Border E-Commerce in China’s Cultural and Creative Industries Based on Big Data Services “One Belt One Road”

As an emerging industry, cultural and creative industry is an external manifestation of cultural materialization and dissemination.It is an industry that uses technology, economy, creativity, and industrial clusters to combine mainstream culture or certain cultural factors to develop and sell intellectual property.The belt and road initiative is china’s move to the world’s frontier after parting ways with modern western thought.Realizing a community with a shared future for mankind is china’s great goal.The continuous enrichment and sublimation of the “belt and road” in connotation and extension conform to the common interests of the international community.This is of great significance for actively exploring new forms of global governance and promoting world peace and development.In the context of the way along the way, combined with the further development of economic globalization, we will create a new creative industry with creativity as the core through new methods such as artificial intelligence, cloud services, and cross-border e-commerce.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
Effects of Artificial Intelligence and Virtual Reality in Martial Arts Sports on Students’ Physical and Mental Health

As a treasure left over from chinese traditional culture, martial arts have a long history and lasts for a long time.With the country’s promotion and support of martial arts culture, martial arts have also attracted more and more people’s attention.In order to carry forward the martial arts culture, the combination of martial arts and sports has formed a set of martial arts sports suitable for today’s students, such as martial arts aerobics.It is used as a class exercise for students, and basically, every student in the school has learned it and practiced it often.However, with the development of the times, it is difficult for today’s students to arouse students’ enthusiasm for martial arts sports for traditional martial arts sports.Artificial intelligence technology and virtual reality, as products of today’s digital age, attract the attention and use of students with their unique features.This also means that the reform of martial arts sports based on artificial intelligence and virtual reality technology is imperative in order to make more students regain their enthusiasm for martial arts sports.However, the specific impact of artificial intelligence and virtual reality on the physical and mental development of students in martial arts sports is a problem to be confirmed by research.Through in-depth research on artificial intelligence and virtual reality technology, this paper shows that artificial intelligence and virtual reality martial arts sports can increase the lung capacity of boys by about 14% and girls by 16%; the effect on physical fitness can increase the lower body strength of boys by 3% and the flexibility of girls by 30%; as for the impact on mental health, it can be concluded that the emotional and cognitive dimensions of boys and girls have increased by about 19% compared with the previous values.

Journal: International Transactions on Electrical Energy Systems (2022)
Publication types: Research Article;
Design Method of Intelligent Touchpoint: Intelligent Auto-Loading Cargo Transport Vehicle for Automobile Passenger Transportation

The integration of passenger and cargo transportation has become a new profit development point in the transformation of automotive passenger transport services, and cargo vehicles are a major service touchpoint for the integrated passenger and cargo transport system.This study presents a set of intelligent service touchpoint design principles with intelligent perception, connection, analysis, decision-making, and execution, to innovate the integrated intelligent service system of automobile passenger and cargo transportation, and intelligent self-loading and unloading cargo transport.Based on the field data of cargo transport services of five automobile passenger stations in china, the problems are analyzed and summarized from the aspects of service facilities, content, price, and process, and ultimately form an intelligent service system integrating automobile passenger and cargo transportation.Next, the proposed system is analyzed and compared with five existing intelligent consignment products, and target tasks and requirements of cargo transport vehicles are extracted.The system realizes the usability evaluation of the functional prototype through the combination of open-source hardware, arduino platform, and mechanical transmission structure, and verifies the availability of the design principles of intelligent service touchpoints.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
Health Education Knowledge Service Information System Model Based on Virtual Reality

In order to solve the problem of more and more vicious events caused by college students“ mental ill-health, a research method of health education knowledge service information system model based on virtual reality is proposed.The platform development approach is based on virtual reality to provide technical support to the process of acquiring, maintaining, pushing, applying, and updating the knowledge of mental health education for college students.The system includes a knowledge base for storing college students’ mental health education knowledge, tools for supporting acquisition, classification, editing, and storage of knowledge, and tools for knowledge sharing, application, and innovation of teachers and experts engaged in college students’ mental health education.The results are as follows: after using this system, the proportion of students with excellent mental health status in a university has increased significantly, reaching 75%, and the proportion of students with poor health status has decreased from 15% to 7%.The mental health knowledge sharing platform designed in this paper has obtained satisfactory evaluation in the trial universities, accounting for 68% of the trial population.The system presented in this article demonstrates that the system can significantly improve the mental health of college students, and the system outlined in this document is important for improving the efficiency and quality of mental health education for college students and for effectively managing educational knowledge.

Journal: Mobile Information Systems (2022)
Publication types: Research Article;
Research on the Integration Method of Character Costume Culture in Dunhuang Murals Based on Deep Learning Algorithm

As one of the world’s cultural heritages, dunhuang murals contain profound cultural, historical, social, and artistic values.In this paper, the evolution and progress of character costumes are analyzed and the development process of chinese costumes is studied.Methods.This paper compares the characteristics of the costumes in different times; the progress and changes in graphics, styles, and textures; and the different characteristics from the costumes in the modern society.It also compares the coupling degree data of clothing culture in the two periods.Through analysis and research it is found that, compared with traditional algorithms, the integration of clothing culture using deep learning algorithms is more coupling.Through the calculation and analysis of clothing evolution in dunhuang murals, more design inspiration can be provided for chinese clothing designers, and more strength and research materials can be contributed to future design and clothing development in combination with ancient and modern clothing culture.

Journal: International Journal of Antennas and Propagation (2022)
Publication types: Research Article;
Exploration of Intelligent Teaching Methods for Ideological and Political Education in Colleges and Universities under the Background of “Mass Entrepreneurship and Innovation”

The core subject matter of the development of innovative and entrepreneurial talents in higher vocational colleges, as well as the solution to the social employment issue, is the investigation of intelligent teaching methods for ideological and political education in colleges and universities against the backdrop of “mass entrepreneurship and innovation.” artificial intelligence presents challenges of lack of emotion in the process of ideological and political education innovation in colleges and universities under the background of ai.Ai does not provide information resources, technology, and thinking opportunities for the innovation of ideological and political education in colleges and universities.Therefore, this research presents a facial expression recognition approach based on facial recognition technology to address the emotional problem in intelligent teaching methods.This method can effectively and accurately identify the facial expressions of students during learning so that intelligent tools can identify students’ emotions in time, make corresponding adjustments quickly, and improve teaching efficiency.According to this study’s experimental findings, the facial expression recognition approach based on the upgraded alex net achieves an average recognition accuracy of around 75%, while the fine-tuning method based on the vgg-face model achieves an average recognition accuracy of about 88.5%.The method based on the vgg-face model is better suitable for face recognition in intelligent education, which can determine the status of students in real-time and alter the lesson plan, as seen by the facial expression recognition accuracy rate based on the enhanced alex net being 13% higher.

Journal: International Journal of Antennas and Propagation (2022)
Publication types: Research Article;
Research on Interactive Art Online Teaching System Based on BS Mode and Internet of Things

Traditional online art teaching system has problems such as poor score improvement and low system throughput.Therefore, this paper designs an interactive online art teaching system based on bs mode and io t.Design the overall structure of the art teaching system according to the b/s structure, build the interactive art online teaching model according to the system role use cases, introduce the rfid technology in the internet of things to control the information transmission of the interactive art online teaching system, and complete the code development of interactive art online teaching function.Complete the interactive art online teaching system based on bs mode and the internet of things.The experimental results show that the designed system can improve the scores of students in art colleges and improve the throughput of the system.

Journal: International Journal of Antennas and Propagation (2021)
Publication types: Research Article;
Blasting Law of Liquid CO2 Phase Change in Coal Mine Based on Numerical Simulation

In order to obtain the best co2 blasting drilling efficiency and improve the gas permeability coefficient of the coal seam in the mining area, a research method of liquid co2 phase change blasting in the coal seam based on electrochemical numerical simulation is proposed.In this paper, the electrochemical numerical simulation of coalbed methane caused by liquid co2 phase change blasting is studied through theoretical analysis, the antireflection mechanism of liquid carbon dioxide gas explosion on broken coal seam is obtained, and the initial fracture length of coal body caused by gas explosion stress wave is deduced by the mathematical model.A method for improving cbm desorption with nonmechanical coal was proposed, namely, a method for electrochemically strengthening cbm desorption.A comprehensive theory and application system of liquid carbon dioxide phase change gas explosion and anti-reflection technology are established by combining theoretical analysis, experimental research, and numerical simulation with field industrial comparative experiment.According to the gas tracing method, the precise measurement of the working face shows that the impact radius of the collision caused by the explosion of the liquid carbon dioxide phase change gas is 2 m.Gas emissions increased the emissions of coal seam drilling in the affected areas by 4 to 8 times, and the gas emission attenuation coefficient decreased from 0.76 times to 0.93 times.The carbon dioxide phase change gas cracking theory and antireflection theory and their application technology system are systematically studied.The research shows that the liquid carbon dioxide phase transfer gas blasting and infiltration technology is not limited by the geological conditions of the coal seam and has the characteristics of high efficiency and inherent climate.In view of the wide area of coal mines and the harsh geological conditions of coal seams, carbon dioxide phase change gas-induced cracking antireflection technology has application prospects and expandability.

Journal: International Journal of Analytical Chemistry (2022)
Publication types: Research Article;
Clinical Observation of MRI Scanning Combined with Clinical Nursing for Surgical Breast Cancer Patients

The aim of this study was to explore the application effect of perioperative nursing care for patients with breast cancer.In this paper, 100 breast cancer patients with lymphatic spread treated by breast surgery in september 2019 to december were selected as the evaluation objects.They were divided into two groups according to preoperative imaging examination, 50 cases in each group.Group a was examined by b-ultrasound before axillary lymphadenectomy, group b was examined by mri before axillary lymphadenectomy, and group c was examined by b-ultrasound and mri before axillary lymphadenectomy.The facts in the three groups of disease findings were compared.Compared with the control group, the proportion of negative emotions (such as stress and depression) in the control group decreased (p&lt;0.05).The decrease in blood cortisol was higher than in the control group ( p &lt; 0.05 ).Improving the existing cancer surgery can improve the patient’s heart rate and reduce blood cortisol so as to improve the patient’s joint function and quality of life.The difficulty of nursing patients will also be reduced, which is medically necessary.

Journal: International Journal of Analytical Chemistry (2022)
Publication types: Clinical Study;Research Article;
A Systematic Study on the Extraction and Image Reproduction of Ceramic Sculpture Artworks

In order to solve the research on the extraction of ceramic sculpture artwork patterns, and, in the process of image reproduction, the problem of too few feature points in the object image, the author proposes an image stitching algorithm that combines sift and mser algorithms.After comprehensively analyzing the principles, advantages, and disadvantages of the current main image stitching methods, in terms of feature matching, based on the k-d tree search algorithm, the improved bbf algorithm is used to improve the search efficiency of feature points.In order to remove the possible cracks in the stitching process, an improved multiband fusion algorithm is used to seamlessly stitch the registered images.The results show that the feature points detected by the one-dimensional normal distribution algorithm are on average 0.1%, 0.5%, 1.7%, 4.4%, and 9.2%.The algorithm combining sift and mser to extract feature points can reach 3.6%, 4.6%, 8.4%, 15%, and 19.1%.The experimental results show that the algorithm proposed by the author can extract more image feature points to facilitate later image registration.The image blur phenomenon in the original image fusion algorithm is solved, and a complete and clear two-dimensional plane pattern is finally obtained.

Journal: International Journal of Analytical Chemistry (2022)
Publication types: Research Article;
3D Modeling of Sculpture Nano-Ceramics under Sparse Image Sequence

To improve the analysis ability of point cloud 3d reconstruction of sparse images of nano-ceramic sculpture points, an automatic cloud 3d reconstruction method of nano-ceramic sculpture points based on sparse image sequence is proposed.Firstly, 3d angle detection and edge contour feature extraction methods are used to analyze 3d point cloud features of nano-ceramic sculpture point save image; secondly, the point cloud of the fuel economy image of nano-ceramic sculpture points is merged and the sloping action method is used to shape degradation to realize the information increase and fusion filtering of the fuel economy image of nano-ceramic sculpture points; finally, combined with the local mean denoising method, image is refined to improve the ability of sparse image outline structure of nano-ceramic sculpture points.The simulation results show that this method has high accuracy, good image matching ability, and high signal-to-noise ratio.

Journal: International Journal of Analytical Chemistry (2022)
Publication types: Research Article;