Natural language processing analysis of online reviews for small business: extracting insight from small corpora
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DOI: 10.1007/s10479-023-05816-2
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- Kim, Jungkeun & Kim, Jeong Hyun & Kim, Changju & Park, Jooyoung, 2023. "Decisions with ChatGPT: Reexamining choice overload in ChatGPT recommendations," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
- Jose Ramon Saura & Pedro Palos-Sanchez & Antonio Grilo, 2019. "Detecting Indicators for Startup Business Success: Sentiment Analysis Using Text Data Mining," Sustainability, MDPI, vol. 11(3), pages 1-14, February.
- Howell, Bronwyn E. & Potgieter, Petrus H., 2023. "What do telecommunications policy academics have to fear from GPT-3?," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277972, International Telecommunications Society (ITS).
- Howell, Bronwyn E. & Potgieter, Petrus H., 2023. "What do telecommunications policy academics have to fear from GPT-3?," Telecommunications Policy, Elsevier, vol. 47(7).
- Short, Cole E. & Short, Jeremy C., 2023. "The artificially intelligent entrepreneur: ChatGPT, prompt engineering, and entrepreneurial rhetoric creation," Journal of Business Venturing Insights, Elsevier, vol. 19(C).
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Keywords
Natural language processing; Topic modeling; Large language models; ChatGPT; Online reviews;All these keywords.
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