- Preprint Article
- 10.2139/ssrn.5274226
Study of the Relationship Between Social Media Sentiment and the Stock Market Herd Effect
- Jan 01, 2025
- SSRN Electronic Journal
- Robert Wang
Publications from 2021 to 2026
Showing 8 of 8 papers
Study of the Relationship Between Social Media Sentiment and the Stock Market Herd Effect
How Do Regional Competitions Enhance the Development of Football Education in Remote Mountainous Areas?—A Case Study of the Impact of the Universiade on Football Education at Chengguan Primary School in Leibo County
With the rapid development of China’s economy, football is gradually receiving more attention. However, the development of football education in China, especially in remote mountainous areas, still needs to overcome many challenges. Against this background, significant regional sports events significantly promote football education in these regions, exerting a radiating influence. However, previous literature has not deeply explored the radiating impact and driving mechanisms of large regional events. Therefore, this paper focuses on the role of sports in poverty alleviation and sustainable support from the perspective of the 2023 Chengdu Universiade’s influence on football education at Chengguan Primary School in Leibo County. Specifically, this study employs research methods, including literature review, field surveys, in-depth interviews, and questionnaires. It explores the current state of how major events like the Universiade promote football education in remote mountainous areas through three dimensions: cultural and spiritual aspects, material foundations, and development directions. The study systematically analyzes the existing challenges and offers targeted strategies for addressing them. This paper contributes to a better understanding of the issues surrounding the impact of large regional sports events on football education in remote areas, providing valuable insights for the sustainable development and long-term planning of mountainous area football education.
Read moreEfficient Recommendation Systems for Movies Based on BERT4Rec
The existing recommendation systems ususally uses collaborative filtering or content filtering for providing recommendation for users. The system is trained and tested with The MovieLens 25M Dataset, which contains a few million data pairs. The success of the recommendation system through the training of BERT4Rec would help the user to filter out unsuitable information. The BERT4Rec is a bidirectional model based on transformer, which allows the training of the recommendation system to be efficient. The model is consisted of 3 layers, the embedding layer, which process the data into information that is later used in the transformer layer, the transformer layer will process the data and forward it to the output layer, where the results would be received by the user. Through testing of a few samples, the recommendation system suggested accurately, which reflects the success of the training and testing phase of this recommendation system. For future improvements, the system could be trained with a data set that includes the ticketing information, which would more accurately reflect what the user had watched in the past. Thus, creating a more precise recommendation system that would give better suggestions for the user.
Read moreThe Molecular Mechanism of Vitamin D3 in Mitigating Pathological Formation of Parkinson’s Disease
Parkinson’s Disease (PD) has been in the spotlight of research for decades, but despite efforts aiming to discover treatments, there is still no effective therapy that targets PD pathology. Vitamin D3, however, has been identified as a promising chemical in mitigating the effects of alpha synuclein (⍺-syn), a hallmark protein in diagnosing PD. Mitochondrial complex I is a protein complex that produces oxidative stress, an effect that can lead to symptoms of PD. Rotenone, a chemical which induces PD-like effects was used to set a PD model. This study focused on the anti-PD effects of vitamin D3 in attenuating rotenone through mitochondrial complex I. Treatments were tested by measuring cell proliferation, rotenone induced necrosis, and rotenone induced apoptosis. Varying concentrations of vitamin D3 proved to reduce cytotoxicity substantially. Caspase activity in apoptosis decreased with vitamin D3 presence, suggesting that cell death was mitigated. In addition to using in vitro rotenone PD models, molecular docking was used to depict vitamin D3, rotenone, and mitochondrial complex I interactions. To our knowledge, this was the first study to use vitamin D3 and mitochondrial complex I in a molecular docking analysis in addition to utilizing rotenone to study PD. Docking established a connection between mitochondrial complex I, rotenone, and vitamin D3 by displaying a strong bond between molecules. This ultimately suggested that vitamin D3 can indirectly mitigate oxidative stress by attenuating rotenone and ⍺-syn through mitochondrial complex I, thus limiting the presence of ⍺-syn, which is seen in elevated amounts in PD.
Read moreAn Exam Wrapper Intervention in Organic Chemistry I: Impact on Course Performance and Study Behavior
Foreword
The Senior Malaise: A Possible Cure
THE SYLLABUS METHOD OF TEACHING PLANE GEOMETRY
School Science and MathematicsVolume 9, Issue 7 p. 633-637 THE SYLLABUS METHOD OF TEACHING PLANE GEOMETRY Eugene R. Smith, Eugene R. Smith Head of Mathematics Department, Polytechnic Preparatory School, Brooklyn, N. Y.Search for more papers by this author Eugene R. Smith, Eugene R. Smith Head of Mathematics Department, Polytechnic Preparatory School, Brooklyn, N. Y.Search for more papers by this author First published: October 1909 https://doi.org/10.1111/j.1949-8594.1909.tb03154.xAboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onFacebookTwitterLinkedInRedditWechat Volume9, Issue7October 1909Pages 633-637 RelatedInformation
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