syedzayyan/paper_mill_benchmark huggingface dataset:
Characteristics, Experience, and Enlightenment of Leisure and Sports Policy and Public Health Development in Developed Countries

Public health highlights “public utilities,” emphasizes the attributes of public goods and services, and aims to clarify the responsibility of government leadership; highlighting “maintaining health equity” aims to make it clear that public health not only guarantees health but also focuses on fairness; the purpose extends to “maintaining social stability and development,” emphasizing that the function of public health is not only to protect health; emphasizing that public health is “one science” and aims to call for respect for the laws of science and the cross‐integration of medicine with other natural and social sciences; and emphasizing that public health “focuses on practice” makes it clear that strengthening the implementation of various policies and measures is the key to achieving purpose and values.The development of the entertainment and sports industry is directly related to the development, stability, and people’s welfare of the country.Under the common influence of various factors, such as the increasing level of social economy and technology, the growth of people’s leisure time, and the change in social consumption concept, the development of china’s entertainment and sports industry has shown a certain scale effect, social correlation effect, and employment effect.However, due to the continuous advancement of the development process of china’s entertainment and sports industry, some problems have emerged, such as uneven development speed, small industrial scale, low industrial technology level, lack of service commodity types, unreasonable market resource allocation, and serious shortage of professionals in relevant fields.Thus, it limits the development process of china’s entertainment and sports industry and is not conducive to the ecological development of china’s entertainment and sports industry.On this basis, the state has formulated the guiding opinions on improving china’s leisure sports policies and regulations: adjusting the method, intensity, and direction of the state’s direct financial investment; strengthening the support for social funds and sports clubs; reducing the price and reducing the cost of entertainment; and establishing a reasonable industrial integrity system and standards; a government supervision and performance evaluation system has been initially formed.It aims to highlight that all aspects of society should also serve health while enjoying health; comprehensive policies are the guarantee for promoting the benign operation of the system.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Tourism Demand Prediction Model Using Particle Swarm Algorithm and Neural Network in Big Data Environment

Since demand forecasting is the first step in managing and operating a tourism business, its accuracy is very important to tourism businesses.In order to address nn’s drawbacks, such as local optimization, slow convergence, and large sample sizes, this paper organically combines the pso and nn models and builds a pso‐nn‐based tourism demand forecasting model.The tourism demand forecasting indexes, the choice of nn forecasting models, the modelling process, and the implementation methods are first analysed and studied along with the fundamental theories and forecasting techniques of pso and nn.In order to increase the precision of the prediction model, the pso algorithm is also used to optimise the weights and thresholds of the nn.The final section of the paper compares the performance of the model developed in this paper with the most widely used model for forecasting tourism demand.According to the experimental findings, this model’s prediction accuracy can reach 95.81 percent, or about 10.09 percent higher than the prediction accuracy of the conventional nn model.There are some practical implications to this research.Applying the optimization model to the forecast of tourism demand is doable and practical.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Analysis of Nostalgia Emotional Experience, Rural Tourism Environment Cognition, and Consumption Willingness Based on Big Data Technology

As the primary research vehicle, rural tourism is used in this paper to examine urban visitors’ “homesickness.” this research explores the effects of homesickness on tourists’ perceptions of travel destinations and consumption intentions through qualitative analysis, logistic empirical analysis, and questionnaire survey.This work also explores the behavioral traits of customers’ purchase intentions from the perspective of a “big data” environment, and it constructs the relevant consumption behavior model for rural visitors in accordance with those behavioral traits.Through questionnaire design and investigation, this paper makes statistical analysis on tourists’ basic information, expected value, and actual experience and explores the related factors that affect their consumption behavior, so as to understand the consumption behavior law of tourists in rural tourism consumption.The research shows that the mse (mean squared error) of this algorithm is about 4.16, and the rmse (root mean square error) of this algorithm is about 0.508.Finally, combining the influence of tourists’ consumption behavior, this paper tries to put forward some countermeasures and suggestions on rural tourism.This paper aims to study the development and planning of rural tourist destinations, and provide corresponding basis for the destination selection of tourists with homesickness.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Public Art and Space Environment Design Using Genetic Algorithm-Guided 3D Virtual Reconstruction

Public art plays a crucial role in influencing the development of the urban space environment by embodying the spiritual outlook and cultural heritage of a city.The research status and development trend of contemporary public art and space environment design are introduced in this article.In this essay, the relationship between public art and the environment of public spaces is examined in terms of type, status quo, and impact.The requirements of the virtual process are then thoroughly examined through the practical application of various collaborative software based on the actual needs of 3d virtual reconstruction.In parallel, a genetic algorithm‐based optimization design scheme for the space environment is proposed.Numerous experiments are conducted to confirm the viability of this method.The efficiency of this algorithm, according to experiments, is very high, reaching 94.87 percent.The scores of the residents are also good as a result of this article’s design.This demonstrates the validity of this approach.The study of public art and urban space environment design is expected to contribute positively to the growth of the city.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Challenges and Optimization Paths of Guzheng Professional Education in Colleges under Big Data Era

As a treasure among chinese national musical instruments, guzheng is an important part of traditional chinese music.As the art of national music goes to the world, the art of guzheng has been widely promoted.As the best form to carry forward the art of guzheng, the teaching of guzheng majors in colleges is significant in teaching and continuously improves guzheng art accomplishment.Oral teaching and step‐by‐step music theory and technique teaching are typical ways of teaching musical instrument performance in colleges.However, under big data, chinese education is undergoing a profound change, and the combination of big data and education has become a new contemporary education method.This work studies the guzheng professional education in colleges under big data.First, this work aims at the existing outstanding issues of guzheng teaching in colleges and studies the challenges and optimization paths of guzheng professional education in colleges under big data.Second, this work proposes a multiscale residual attention fusion network (msrafnet) to evaluate the teaching quality of guzheng majors in colleges in the era of big data.The feature extraction of the network model is mainly completed by the residual module, which is composed of several multiscale residual learning units.Adding an attention mechanism to the multiscale residual learning unit can enhance the feature extraction of key information by the network and reduce the interference of redundant information, which is more conducive to the learning of data features.It adopts the design of gap and dropout to reduce spatial parameters in network training, and the effect of antioverfitting is better.Third, this work systematically evaluates the optimization path of guzheng education and msrafnet, and the systematic experiments verify the superiority of the designed method.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Antioxidant Indexes and Immune Function of the Intestinal Flora of Compound Microecological Preparations

Compound probiotics are biological products made by mixing and cultivating various probiotics according to appropriate composition and ratio.It can not only play the role of a variety of probiotics in composition but also the effect of the ratio is often greater than the effect of the single strain alone.These probiotics are good for the body’s immune system in living organisms.They act as immune boosters in living organisms.They are considered the safest form of treatment.In this review, the effects of microecological agents on antioxidant indices and immune function of chicks were studied, and radial basis neural network (rbfnn) was described.Aiming at the deficiency of traditional rbfnn learning strategy, a three-layer rbfnn method based on immune mechanism was proposed.In this paper, the microecological evaluation preparation was added into chicken feed.The study showed that chickens fed with probiotics gained significant body weight at 6 weeks of age.Compared with the control group, the experimental group increased by 15.70%.In each feed/gain ratio, the feed/gain ratio of the experimental group was significantly decreased at 6 weeks of age, which was 30.37% lower than that of the control group.Compared with the control group, the spleen, bursa of fabricius, and thymus of the experimental group were increased by 63.02%, 38.77%, and 26.82%, respectively, indicating that the compound probiotics could improve the immunity of chickens.

Journal: Oxidative Medicine and Cellular Longevity (2022)
Publication types: Research Article;
si-PDGFRβ-Loaded Exosomes Suppress the Progression of Glioma by Inhibiting the Oxidative Associated PI3K/Akt/EZH2 Signaling Pathway

This study investigated the possibility of exosomes loaded with si-pdgfrβ ability to suppress the progression of glioma.Common gliomas develop from neuroglial progenitor cells.Many variables affect the survival rate and occurrence of gliomas.Understanding oxidative stress processes and creating new, efficient treatments are crucial because oxidative stress is linked to the development of brain tumors.For this purpose, selected clinical samples were subjected to various tests like quantitative real-time pcr, cignal finder rtk signaling 7-pathway reporter array analysis, cck-8 analysis, flow cytometry, and immunoblotting.Here, we demonstrated that pdgfrβ expression was increased in glioma patients.Following that, cell-derived exosomes were extracted and collected and traced in vivo, and selected tissue samples were subjected to immunohistochemical analysis.The results indicated that the knockdown of pdgfrβ (si-pdgfrβ) inhibited the proliferation of glioma cells.Besides this, si-pdgfrβ-loaded exosomes induced a similar antitumor effect in glioma cells.The anticancer effect of si-pdgfrβ-loaded exosomes was mediated by the inactivation of the pi3k/akt/ezh2 pathway.Finally, we verified that this exosome delivery system, si-pdgfrβ-loaded exosomes, had robust targeting and no associated toxicity.In conclusion, the study confirmed that si-pdgfrβ-loaded exosomes inhibit glioma progression via inactivating the pi3k/akt/ezh2 signaling pathway.

Journal: Oxidative Medicine and Cellular Longevity (2022)
Publication types: Research Article;
Clinical Treatment and Nursing Intervention Study of Clipping Treatment of Cerebral Aneurysm under the Health Model of Data Analysis

Middle cerebral artery aneurysm is a common type of intracranial aneurysm in neurosurgery, accounting for about 20% of intracranial aneurysms, and is the third most common site of intracranial aneurysms.The surgical success rate and postoperative recovery ability of today’s treatment plans are not satisfactory.Therefore, this paper designs a health model based on data analysis to clinically apply clipping surgery for cerebral aneurysm.This paper studies data analytics health models in the context of big data analytics.The model combines the characteristics of cerebral aneurysms for targeted analysis, and then through the understanding of the clipping treatment of cerebral aneurysms, this paper combines the deep learning in the neural network to train the treatment plan under the data analysis health model.Finally, this paper designs a therapeutic plan for clipping treatment of cerebral aneurysm based on a data analysis health model.To verify its data analysis ability, this paper designs experiments on unbalanced data sets and experiments to improve the execution efficiency of the algorithm.After analyzing the results obtained from the experiment, this paper will apply them to the clinic.The final experiment showed that the surgical success rate of the clipping treatment for cerebral aneurysm based on the data analysis health model was increased by 21.84% compared with the traditional clipping treatment for cerebral aneurysm.

Journal: Emergency Medicine International (2022)
Publication types: Research Article;
Influence of Aerobic Exercise Load Intensity on Children’s Mental Health

As people have become more aware in recent years, aerobic physical exercise plays an important role in alleviating people’s mental health problems.However, traditionally, it is believed that young children do not have mental health problems.To help people change this fixed idea, and to study how to correctly adjust the load intensity of aerobic physical exercise under the condition of limited physical fitness of young children, and accurately help children’s mental health development, this paper studies the influence of aerobic physical exercise load intensity on children’s mental health.In this paper, the detection and tracking technology of video moving objects is used to analyze the data of the research object.This technique includes several commonly used and improved video analysis algorithms.The use of moving target and tracking technology and algorithms can completely extract moving targets, eliminate the phenomenon of void and nothingness, and improve data acquisition and analysis capabilities.The results show that taking part in aerobic exercise with appropriate intensity is beneficial to regulating children’s emotional state, reducing their psychological burden, enhancing their negative energy resistance, and arousing their positive participation.Compared with before aerobic exercise, the learning efficiency was improved by 6.36%.

Journal: Emergency Medicine International (2022)
Publication types: Research Article;
Font Design in Visual Communication Design of Genetic Algorithm

The text has played an essential role in the advancement of human civilization.It is used now as a valuable cultural heritage that has been experienced for a thousand years.The passing text must have its irreplaceable advantages and charm.People are extremely sensitive to visual symbols, and it is also the first step in which people can know things.Most of the books in today’s market focus on pictures and colors, which ignores the design of the text.This makes the text boring taste, causing the reader’s visual fatigue, which is not conducive to readers absorbing information through books.Therefore, this paper studies the font design in the design of the visual algorithm based on the genetic algorithm, and the font design is analyzed by the particle swarming algorithm, the decision mimo-scma system of the genetic algorithm.It aims to address the dryness of today’s texts by constructing texts that are instantly recognizable and visually appealing to readers.Through innovative visual concepts, readers can enjoy the process of acquiring knowledge.In this paper, to investigate the effectiveness of the genetic algorithm in font design, the number of experimental research subjects was set to 300, and 280 valid questionnaires were collected to investigate the satisfaction of users with the newly designed fonts.Experiments showed that the visual communication design based on a genetic algorithm has increased by 6.52% for the design satisfaction and the number of fonts that use the system is also increasing.

Journal: Emergency Medicine International (2022)
Publication types: Research Article;
Analysis of the Effect of Quality Nursing on Recovery after Thoracic Surgery

To observe the feasibility and safety of rapid rehabilitation nursing in the perioperative period of thoracoscopic treatment of lung cancer patients.Rapid rehabilitation nursing was compared with conventional perioperative nursing to explore its clinical efficacy, i.e., its advantages in improving postoperative comfort, postoperative rehabilitation efficiency, and hospitalization cost of patients undergoing thoracoscopic lung cancer resection.Methods.We carried out a retrospective analysis of 337 lung cancer patients who underwent lobectomy in our thoracic surgery department from july 2019 to june 2021, of which 168 lung cancer patients whose perioperative care method was traditional rehabilitation care were classified as a and 169 lung cancer patients who started to implement the intelligent medical intervention method in the department in september were classified as intelligent medical b.By reviewing patient cases and departmental statistics, general information, length of stay, hospitalization cost, complication rate, pain score, bowel movement recovery time, and pulmonary function index of the two groups a and b were compared.Nursing satisfaction was investigated by using a questionnaire.All the data in the study were processed and analyzed using spss 17.0 software.Results.There were no differences in preoperative general data, pathological findings, preoperative underlying diseases, lesion involvement sites, and postoperative tnm stages ( p &gt; 0.05 ), which were comparable; the incidence of postoperative pulmonary infection and atelectasis complications, postoperative hospitalization time, and hospitalization cost were lower in group b than in group a; the postoperative chest tube drain placement time was shorter in group b than in group a, and the difference between the two groups was statistically significant ( p &lt; 0.05 ).The incidence of postoperative pain and discomfort in group b was lower than that in group a, and the difference between the two groups was statistically significant ( p &lt; 0.05 ); the incidence of postoperative chest pain, bleeding, pneumothorax, pulmonary infection, and atelectasis in group b was lower than that in group a, and the difference between the two groups was statistically significant ( p &lt; 0.05 ).Conclusion.Intelligent medical rehabilitation nursing has good application value in thoracoscopic lung cancer surgery.Applying the concept of intelligent medical rehabilitation nursing provides an important experimental basis and theoretical basis for improving the postoperative survival quality and clinical symptoms of patients undergoing thoracoscopic lung cancer resection, which helps to promote the postoperative recovery of patients with thoracoscopic lung cancer, improves the recovery efficiency of patients and their overall quality of life, and is superior to the conventional nursing group.

Journal: Emergency Medicine International (2022)
Publication types: Research Article;
Research on the Impact of Livelihood Capital by the Honghu Fishermen’s Willingness to Quit Fishing

Ing at the livelihood of fishermen under the fishing prohibition policy, quantitative research methods were used to explore the relationship between the willingness to quit fishing and livelihood capital.With reference to 609 survey data from 20 fishing grounds in 2 counties and cities of hubei province, this paper explores the necessity of convincing fishermen in the yangtze river to quit fishing and evaluates the impact of livelihood mode on honghu fishermen’s willingness to quit fishing by means of structural equation model based on the sustainable livelihood framework developed by the uk department for international development.The results showed the following conclusions: (1) the proportion of fishermen who are willing to participate in quitting fishing is 66.7%, indicating that fishery production is still the main source of livelihood for many fishermen.The overall willingness of fishermen to quit fishing is strong, and fishermen have realized the importance of protecting fishery resources.(2) there is a strong correlation between the indicators of livelihood capital and the willingness of fishermen to quit fishing.Among them, the human capital has the most significant impact on fishermen’s willingness to quit fishing for some compensation from public power.The research conclusion is helpful for the government to improve the fishing prohibition policy in a targeted manner and mobilize the enthusiasm of fishermen to protect fishery resources.

Journal: Journal of Environmental and Public Health (2022)
Publication types: Research Article;
Electron Microscope Observation of Acupuncture and Nerve Repair in the Treatment of Peripheral Facial Paralysis

The repair of peripheral facial paralysis is a long-term problem in neurosurgery, and nerve repair is often needed.Due to the high differentiation of nerve tissue and the slow regeneration of peripheral nerve fibers, the repair effect after peripheral nerve injury is not ideal.In recent years, studies have found that the inflammatory response after peripheral nerve injury also has an important impact on the repair of peripheral nerve defects.This study depends on the utilization of traditional needle therapy in the treatment of fringe facial loss of motion, and the clinical adequacy of needle therapy in addition to nerve fix in the intense period of fringe facial loss of motion was seen with an electron magnifying lens.Endeavor to give significant exploration results to the clinical treatment of fringe facial loss of motion gives a straightforward, simple, protected, and successful new treatment innovation for the clinical treatment of the infection and enriches the treatment plan for peripheral facial paralysis.Transmission electron microscopy observations showed that 21 days after the artificial nerve was repaired, the nerve injury showed different degrees of recovery, and the myelin sheath was forming and gradually wrapping the new axons, which was similar to the catheter group (nc) and hydrogel group (hc).In contrast, the myelin layer of the fibroblast group (fhc) is more obvious, and the repair effect is better.In the maintenance of fringe nerve surrenders, irritation is an unavoidable interaction, and moderate needle therapy is useful to advance the maintenance of fringe nerve abandons.Talking about the law of nerve fix reaction in fringe nerve imperfection fix is helpful to the examination of fringe nerve deformity fix.Tests have shown that utilizing needle therapy and moxibustion joined with nerve fixes has accomplished great outcomes in the treatment of fringe facial loss of motion, and the patient’s recuperation rate has expanded by over 30%.

Journal: Emergency Medicine International (2022)
Publication types: Research Article;