{"title":"Prediction model of basketball players' playing time based on neural network","authors":"Kai Wang, Chaoling Qin","doi":"10.54691/4fwh1s88","DOIUrl":"https://doi.org/10.54691/4fwh1s88","url":null,"abstract":"The purpose of this study is to predict the playing time of CBA league players through neural network model, and to explore the key factors affecting the playing time from the perspective of quantitative analysis, so as to provide data support for coaches to make decisions on arranging players to play. This paper selects 7340 items of average data of 367 players in CBA league in the regular season of 2021-2022 as the research object. In model training, other data indexes except playing time are used as input parameters, playing time is used as output variable, and automatic encoder is added to screen key data indexes, thus establishing playing time prediction model. The results show that five models and a total data model are established according to the players' positions on the field (point guard, shooting guard, small forward, power forward and center), and the highest value of the average error (MER) is 1.56 and the lowest value is 1.42. R2 is 0.785 at the highest and 0.726 at the lowest. The results show that the data indexes that affect playing time are position-specific, and the models established for different positions have high prediction ability for players' playing time. The average error of the total data model is the best, while the explanatory ability (R2) of the small forward model data is the best, which proves that each model can provide data support for coaches' decision-making.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"63 42","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141806642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Study on Chinese-English Translation of Hunan Red Tourism Publicity Materials from the Perspective of Reception Aesthetics","authors":"Wen Ping","doi":"10.54691/s3r3kd14","DOIUrl":"https://doi.org/10.54691/s3r3kd14","url":null,"abstract":"Red tourism, a special type of tourism with distinct Chinese characteristics, is an important indicator of Chinaʼs soft power. Red Tourism Translation (RTT) is a channel for China to introduce its red culture and provide foreigners with an understanding of Chinaʼs revolutionary history and traditions. Based on the fundamental principles of Reception Aesthetics such as horizon of expectation, aesthetic distance, semantic uncertainty and cultural gaps, this study analyzes cases and examines the cultural misunderstandings and mistranslations in English translation of the red tourism text in Mao Zedong Memorial Museum in Shaoshan, proposes a reader-centered model in RTT and argues that in RTT, the target readers should be comprehensively catered to at linguistic, cognitive, cultural and aesthetic levels. This model involves remaining faithful towards the original information, providing necessary background information, omitting redundant expressions, restructuring understandable aesthetic experience for the target readers, which will facilitate the smooth spread of Chinese red culture and realize the integrity, authenticity and uniqueness of its ethnic identity in this dissemination process.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"60 31","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141806968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Evolution of Western Oil Painting Styles from the Renaissance to Modern Art","authors":"Wang Hui","doi":"10.54691/cef3kb34","DOIUrl":"https://doi.org/10.54691/cef3kb34","url":null,"abstract":"painting styles from the Renaissance through to modern art, exploring significant transformations in technique, thematic focus, and aesthetic values. Starting with the Renaissance, characterized by its emphasis on realism and humanistic themes, we examine the mastery of light and perspective that painters such as Leonardo da Vinci and Michelangelo brought to the canvas. As we move into the Baroque period, the focus shifts to emotional depth and dramatic intensity, exemplified by artists like Caravaggio and Rembrandt. The subsequent Neoclassical and Romantic movements reveal a divergence in styles—precision and restraint versus emotional exuberance and individualism. Transitioning into the 19th century, Impressionism marks a revolutionary departure from traditional forms, focusing instead on light and color to capture fleeting moments, leading to further explorations in Post-Impressionism, Cubism, and Surrealism. Each of these styles contributed to the pluralistic landscape of modern art, which breaks from conventional techniques and embraces abstraction. This paper provides a comprehensive analysis of these transitions, offering insights into the broader cultural and philosophical shifts that influenced these artistic developments. Through examining these historical contexts, the paper highlights how oil painting has continuously adapted to reflect changing ideas and sensibilities within Western society.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"88 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141807734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on sports injury of competitive aerobics athletes in China West Normal University","authors":"Zhirong Zheng, Longan Cao, Chaoling Qin","doi":"10.54691/bzbvtz27","DOIUrl":"https://doi.org/10.54691/bzbvtz27","url":null,"abstract":"With the continuous improvement of the level of competitive aerobics in universities and colleges, the risk of sports injury is also increasing. This paper takes 31 athletes of the aerobics team of China West Normal University as the research object, and comprehensively adopts the research methods of questionnaire survey, literature data and mathematical statistics to study the sports injury of competitive aerobics athletes of this university. In order to promote the healthy development of competitive aerobics in colleges and universities, this paper analyzes the rules and characteristics of athletic injury, injury sites and types, injury causes and main problems of athletic injury.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"25 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141808635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A study on the cultivation of students' innovative thinking ability in junior high school English reading teaching","authors":"Qianqian Teng","doi":"10.54691/hyjv0138","DOIUrl":"https://doi.org/10.54691/hyjv0138","url":null,"abstract":"With the deepening of the new curriculum reform, cultivating students' innovative thinking ability has become an important goal of junior high school English teaching. This paper aims to explore how to effectively cultivate students' creative thinking ability in junior high school English reading teaching. Through the in-depth study of relevant theories and the detailed analysis of specific teaching cases, this paper puts forward a series of effective teaching strategies and methods. These strategies include not only innovative activity design in classroom teaching, but also the improvement of extracurricular reading instruction and evaluation system. This paper holds that the cultivation of innovative thinking ability requires teachers to guide students to question, criticize and think independently in teaching, provide rich reading materials and diversified learning tasks, and stimulate students' learning interest and initiative. Through these measures, it is expected to provide useful reference for English reading teaching, so as to comprehensively improve students' comprehensive English ability and innovative thinking ability, and promote their all-round development.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"46 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141809700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Exploration of the Integration of Immersive Media Technology into Ideological and Political Education Courses in Colleges and Universities","authors":"Tao Xie, Chen Dong, Siwei Ren","doi":"10.54691/0492vm58","DOIUrl":"https://doi.org/10.54691/0492vm58","url":null,"abstract":"Currently, the teaching of ideological and political courses in colleges and universities faces some problems and challenges. On the one hand, the traditional teaching methods of ideological and political courses are single and lack innovation, which are difficult to meet the diverse needs of students; on the other hand, students' participation in ideological and political courses is not high, lacking enthusiasm and initiative. In addition, with the popularization and application of information technology, students have more diversified channels to obtain information, which puts higher demands on the teaching quality and effectiveness of ideological and political courses. This article focuses on the characteristics of immersive media technology, as well as the advantages, problems, and solutions of using immersive media technology to improve the teaching effectiveness of ideological and political theory courses in colleges and universities. Firstly, it introduces the development status and characteristics of immersive media technology. Secondly, it analyzes the outstanding advantages of immersive media technology in teaching from the following aspects: virtual reality and augmented reality; sensory stimulation and emotional experience; as well as human-computer interaction and self-harmony. Thirdly, it proposes ways to improve teaching effectiveness based on immersive media technology from three aspects: theoretical research, historical research, and practical research of ideological and political courses in colleges and universities. Finally, it discusses the problems existing in the teaching of these courses using immersive media technology and proposes solutions.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"44 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141807746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Graphic design in public places under digital transformation","authors":"Weiming Tao","doi":"10.54691/9ntndk60","DOIUrl":"https://doi.org/10.54691/9ntndk60","url":null,"abstract":"Today, in the digital transformation, graphic design in public places is facing a series of challenges and problems, and the issue of readability of graphic design has gradually become important. Graphic design in public places needs to take into account the needs of all users, including the elderly and special groups, to ensure that the graphic design is well-readable and can be convenient and practical. The research aims to explore the ease with which contemporary graphics can build a graphic language environment for accessible recognition and humanistic care in public places in order to make information and instructions easily accessible to all user experience groups in public places.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"73 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141807877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Study on Translation Strategies of Legal English Texts from the Perspective of Functional Equivalence Theory","authors":"Jiaqi Huang, Guifang Wang","doi":"10.54691/pycvvc29","DOIUrl":"https://doi.org/10.54691/pycvvc29","url":null,"abstract":"Legal translation is a compound discipline, which involves knowledge of different subject areas. From the perspective of the functional equivalence theory proposed by Nida, this paper will explore the equivalence of legal texts from the four levels of vocabulary, syntax, text and style respectively, aiming at summarizing the main strategies for translating legal English texts, so as to provide translation ideas in legal translation practice.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"41 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141809747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multimodal Discourse Analysis, audiovisual translation, The Broke Sisters.","authors":"Jia Luo","doi":"10.54691/1byq4m72","DOIUrl":"https://doi.org/10.54691/1byq4m72","url":null,"abstract":"China's Insurance Law defines \"workers who have a labor relationship with the insured\" for pure economic interests. According to the current law, when an employer purchases insurance for its employees, the transfer of the insurance claim right can be effective. In this case, should the share of the income of the employer, as a non-natural person, when receiving the employee's death insurance be restricted? This issue is not explicitly stipulated in the law and needs to be discussed. In light of social reality, this article believes that the employer's share of benefits in group accident insurance should be restricted by amending the Insurance Law or supplementing judicial interpretations. If necessary, content that favors the insured and their families can be added. This will save losses and prevent the employer from using the employment relationship to infringe on the legitimate interests of employees.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"20 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141806295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hailong Tan, Chaoling Qin, Zhengban Ran, Kai Wang, Zhirong Zheng
{"title":"Python-based Visualization Platform Implementation of CBA Players' Regular Season 2022-2023 Data","authors":"Hailong Tan, Chaoling Qin, Zhengban Ran, Kai Wang, Zhirong Zheng","doi":"10.54691/pdxgb824","DOIUrl":"https://doi.org/10.54691/pdxgb824","url":null,"abstract":"Based on the current CBA league's insufficient use of data visualization means and the lack of data analysis awareness of relevant practitioners, the platform obtains the CBA 2022-2023 regular season players' average base data and total base data through Python, then uses the calculation formula to calculate the commonly used players' PER value in the NBA league as an analysis index for higher-order data, and finally combines with the Echarts, Flask and other tools to complete the construction of the data visualization platform, designed and implemented the platform's three kinds of visualization and analysis functions: first, the analysis of the players' average data ranking. The second is the comparative analysis of players' ability. The third is the analysis between the higher-order data PER value and the players' average basic data. Aiming at the functional deficiencies of the platform and the defects of the CBA league's data statistics and analysis, this study puts forward two feasibility suggestions: first, the CBA league should fully learn from the NBA league's statistics and management methods of the data, and further improve the statistics of the game data. The second is to further enrich the functions of the visualization platform for the existing statistics of the CBA league to improve the applicability of the analysis.","PeriodicalId":339874,"journal":{"name":"Frontiers in Humanities and Social Sciences","volume":"49 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141807062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}