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Text Mining for Big Data Analysis in Financial Sector: A Literature Review

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Cited by:

  1. Polak, Marija & Kolić Stanić, Matilda & Togonal, Marijana, 2022. "Artificial Intelligence in Communication with Music Fans: An Example from South Korea," Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference (2022), Hybrid Conference, Opatija, Croatia, in: Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference, Hybrid Conference, Opatija, Croatia, 17-18 June 2022, pages 48-63, IRENET - Society for Advancing Innovation and Research in Economy, Zagreb.
  2. Osmud Rahman & Dingtao Hu & Benjamin C. M. Fung, 2023. "A Systematic Literature Review of Fashion, Sustainability, and Consumption Using a Mixed Methods Approach," Sustainability, MDPI, vol. 15(16), pages 1-37, August.
  3. Aaryan Gupta & Vinya Dengre & Hamza Abubakar Kheruwala & Manan Shah, 2020. "Comprehensive review of text-mining applications in finance," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-25, December.
  4. Chunting Liu & Shanshan Wang & Guozhu Jia, 2020. "Exploring E-Commerce Big Data and Customer-Perceived Value: An Empirical Study on Chinese Online Customers," Sustainability, MDPI, vol. 12(20), pages 1-22, October.
  5. Nguyen Bang & Nguyen Van-Ho & Ho Thanh, 2021. "Sentiment Analysis of Customer Feedback in Online Food Ordering Services," Business Systems Research, Sciendo, vol. 12(2), pages 46-59, December.
  6. Alexander Musaev & Andrey Makshanov & Dmitry Grigoriev, 2022. "Numerical Studies of Channel Management Strategies for Nonstationary Immersion Environments: EURUSD Case Study," Mathematics, MDPI, vol. 10(9), pages 1-20, April.
  7. Vasja Roblek & Maja Meško & Mirjana Pejić Bach & Oshane Thorpe & Polona Šprajc, 2020. "The Interaction between Internet, Sustainable Development, and Emergence of Society 5.0," Data, MDPI, vol. 5(3), pages 1-27, September.
  8. Seo Gang-Hoon, 2020. "A Content Analysis of International Airline Alliances Mission Statements," Business Systems Research, Sciendo, vol. 11(1), pages 89-105, March.
  9. Rybinski, Krzysztof, 2021. "Ranking professional forecasters by the predictive power of their narratives," International Journal of Forecasting, Elsevier, vol. 37(1), pages 186-204.
  10. Fernando Zambrano Farias & María del Carmen Valls Martínez & Pedro Antonio Martín-Cervantes, 2021. "Explanatory Factors of Business Failure: Literature Review and Global Trends," Sustainability, MDPI, vol. 13(18), pages 1-26, September.
  11. Rybinski, Krzysztof, 2020. "The forecasting power of the multi-language narrative of sell-side research: A machine learning evaluation," Finance Research Letters, Elsevier, vol. 34(C).
  12. Ćurlin Tamara & Jaković Božidar & Miloloža Ivan, 2019. "Twitter usage in Tourism: Literature Review," Business Systems Research, Sciendo, vol. 10(1), pages 102-119, April.
  13. Cristina Ortega-Rodríguez & Ana Licerán-Gutiérrez & Antonio Luis Moreno-Albarracín, 2020. "Transparency as a Key Element in Accountability in Non-Profit Organizations: A Systematic Literature Review," Sustainability, MDPI, vol. 12(14), pages 1-22, July.
  14. Carlos Arcila-Calderón & David Blanco-Herrero & Maximiliano Frías-Vázquez & Francisco Seoane-Pérez, 2021. "Refugees Welcome? Online Hate Speech and Sentiments in Twitter in Spain during the Reception of the Boat Aquarius," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
  15. Triana Arias Abelaira & Carlos Diaz Caro & Ángel Sabino Mirón Sanguino & Lázaro Rodriguez Ariza, 2025. "Current Perspectives on Responsible Digitalization: A Bibliometric Review of the Concept," Sustainability, MDPI, vol. 17(5), pages 1-17, February.
  16. Vasja Roblek & Oshane Thorpe & Mirjana Pejic Bach & Andrej Jerman & Maja Meško, 2020. "The Fourth Industrial Revolution and the Sustainability Practices: A Comparative Automated Content Analysis Approach of Theory and Practice," Sustainability, MDPI, vol. 12(20), pages 1-27, October.
  17. Mehmet Kayakuş, 2024. "Evaluating of the Impact of Ministry of Health Mobile Applications on Corporate Reputation Through User Comments Using Artificial Intelligence," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 12(2), pages 59-74, December.
  18. Gang-Hoon Seo & Munehiko Itoh, 2020. "Perceptions of Customers as Sustained Competitive Advantages of Global Marketing Airline Alliances: A Hybrid Text Mining Approach," Sustainability, MDPI, vol. 12(15), pages 1-15, August.
  19. Yuegang Song & Ruibing Wu, 2022. "The Impact of Financial Enterprises’ Excessive Financialization Risk Assessment for Risk Control based on Data Mining and Machine Learning," Computational Economics, Springer;Society for Computational Economics, vol. 60(4), pages 1245-1267, December.
  20. Christopher Gerling & Stefan Lessmann, 2023. "Multimodal Document Analytics for Banking Process Automation," Papers 2307.11845, arXiv.org, revised Nov 2023.
  21. Seo Gang-Hoon & Itoh Munehiko & Li Zhonghui, 2021. "Strategic Communication and Competitive Advantage: Assessing CEO Letters of Global Airline Alliances," Foundations of Management, Sciendo, vol. 13(1), pages 57-72, January.
  22. Berkin, Anil & Aerts, Walter & Van Caneghem, Tom, 2023. "Feasibility analysis of machine learning for performance-related attributional statements," International Journal of Accounting Information Systems, Elsevier, vol. 48(C).
  23. Mirza Fahim Ahmed & Ishter Mahal, 2025. "A Review on the Application & Influence of Big Data in the Financial Institutions," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 12(2), pages 208-229, February.
  24. Senave, Elseline & Jans, Mieke J. & Srivastava, Rajendra P., 2023. "The application of text mining in accounting," International Journal of Accounting Information Systems, Elsevier, vol. 50(C).
  25. Rongjiang Cai & Tao Lv & Xu Deng, 2021. "Evaluation of Environmental Information Disclosure of Listed Companies in China’s Heavy Pollution Industries: A Text Mining-Based Methodology," Sustainability, MDPI, vol. 13(10), pages 1-23, May.
  26. Vrdoljak Ivana, 2023. "Lifelong Education in Economics, Business and Management Research: Literature Review," Business Systems Research, Sciendo, vol. 14(1), pages 153-172, September.
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