Learning-based stock trending prediction by incorporating technical indicators and social media sentiment

• المؤلفون الرئيسيون: WANG, Zhaoxia, HU, Zhenda, LI, Fang, HO, Seng-Beng, CAMBRIA, Erik
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2023
• الموضوعات: Deep learning; Machine learning; Social media sentiment analysis; Stock market trending; Technical indicators; Artificial Intelligence and Robotics; Finance and Financial Management; Numerical Analysis and Scientific Computing; Social Media
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7805; https://ink.library.smu.edu.sg/context/sis_research/article/8808/viewcontent/Stock_Trending_Prediction__Submitted_version.pdf

Stock trending prediction is a challenging task due to its dynamic and nonlinear characteristics. With the development of social platform and artificial intelligence (AI), incorporating timely news and social media information into stock trending models becomes possible. However, most of the existin...