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Keywords: Machine learning
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Journal Articles
How emotional content in tweets drive funding success? – A study on Indian startups
Available to Purchase
Journal of Entrepreneurship in Emerging Economies (2026) 18 (3): 686–706.
Published: 30 December 2025
... Limited Licensed re-use rights only Emotions Artificial intelligence Microblogs Entrepreneurial finance RoBERTa Startup funding Machine learning Investment in startups is often considered both an art and a science. Investors apply rigorous analytical methods, using financial metrics...
Journal Articles
A classification model for patenting motivation: evidence from Brazilian public universities
Available to Purchase
Journal of Entrepreneurship in Emerging Economies (2026) 18 (2): 555–578.
Published: 25 December 2025
... serial inventors from Brazil’s 12 most prolific patenting universities. Data was collected via web scraping of the Lattes platform and a direct survey. A supervised machine learning algorithm (decision tree) was developed to automate profile classification and infer missing data for nonrespondents...
Includes: Supplementary data
Journal Articles
Predicting entrepreneurial intention in Colombian academics: a machine learning approach
Available to Purchase
Journal of Entrepreneurship in Emerging Economies (2025) 17 (2): 260–288.
Published: 29 January 2024
...Juan Manuel Aristizábal; Edwin Tarapuez; Carlos Alberto Astudillo Purpose This study aims to analyze the entrepreneurial intention (EI) of Colombian researchers using machine learning (ML) techniques, considering their academic activity, contexts and social norms (SN). Design/methodology...
Journal Articles
Does social media activity lead to more funds? – A study on Indian start-ups
Available to Purchase
Journal of Entrepreneurship in Emerging Economies (2023) 15 (5): 967–987.
Published: 08 February 2022
... 2021 21 10 2021 01 12 2021 04 01 2022 © Emerald Publishing Limited 2022 Emerald Publishing Limited Licensed re-use rights only Social media Seed funding Heckman’s model Machine Learning Twitter API Start-up Signaling R Python Emerging economies Developing...
