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Predicting the fundraising performance of environmental crowdfunding projects: An interpretable machine learning approach
16 references·0 citing·36 second hop
Predicting the fundraising performance of environmental crowdfunding projects: An interpretable machine learning approach (2023)Predicting the fundraising performance of…An explainable artificial intelligence approach for financial distress prediction (2022)An explainable artificial int…Signalling entrepreneurs’ credibility and project quality for crowdfunding success: cases from the Kickstarter and Indiegogo environments (2021)Signalling entrepreneurs’ cre…How multimedia shape crowdfunding outcomes: The overshadowing effect of images and videos on text in campaign information (2020)How multimedia shape crowdfun…A machine learning approach to predict the success of crowdfunding fintech project (2020)A machine learning approach t…The recipe of successful crowdfunding campaigns (2019)The recipe of successful crow…Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals (2019)Predicting outcomes in crowdf…Human capital, investor trust, and equity crowdfunding (2019)Human capital, investor trust…Forecasting success in equity crowdfunding (2019)Forecasting success in equity…Understanding the crowdfunding phenomenon and its implications for sustainability (2018)Understanding the crowdfundin…Exploring the multi-sided nature of crowdfunding campaign success (2018)Exploring the multi-sided nat…Prediction and explanation in social systems (2017)Prediction and explanation in…Persuasion in crowdfunding: An elaboration likelihood model of crowdfunding performance (2017)Persuasion in crowdfunding: A…The determinants of crowdfunding success: A semantic text analytics approach (2016)The determinants of crowdfund…Project description and crowdfunding success: an exploratory study (2016)Project description and crowd…The dynamics of crowdfunding: An exploratory study (2013)The dynamics of crowdfunding:…Crowdfunding support tools (2013)Crowdfunding support toolsCrowd‐funding: transforming customers into investors through innovative service platforms (2011)Crowdfunding: Tapping the right crowd (2013)Crowdfunding motivations: A focus on donors' perspectives (2019)Crowdfunding success: a systematic literature review 2010–2017 (2020)The Elaboration Likelihood Model of Persuasion (1986)Annual report readability, current earnings, and earnings persistence (2008)A literature review and integrated framework for the determinants of crowdfunding success (2022)The Statistical Crisis in Science (2014)Predictive model assessment in PLS-SEM: guidelines for using PLSpredict (2019)Improving PLS-SEM use for business marketing research (2023)Leakage and the reproducibility crisis in machine-learning-based science (2023)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Narcissistic rhetoric and crowdfunding performance: A social role theory perspective (2018)The power of positivity? The influence of positive psychological capital language on crowdfunding performance (2018)Gaining Legitimacy by Being Different: Optimal Distinctiveness in Crowdfunding Platforms (2020)Job Market Signaling (1973)The Social psychology of intergroup relations (1979)An Integrative Theory of Intergroup Conflict (2000)Exploring the viability of equity crowdfunding as a fundraising instrument: A configurational analysis of contingency factors that lead to crowdfunding success and failure (2019)Crowdfunding and social capital: A systematic review using a dynamic perspective (2020)Signaling in Equity Crowdfunding (2015)A systematic literature review of crowdfunding and sustainability: highlighting what really matters (2020)Do value-attitude-behavior and personality affect sustainability crowdfunding initiatives? (2020)INFORMATIONAL ASYMMETRIES, FINANCIAL STRUCTURE, AND FINANCIAL INTERMEDIATION (1977)Equity Crowdfunding: New Evidence From Us and UK Markets (2020)Evolutionary game analysis of green agricultural product supply chain financing system: COVID-19 pandemic (2021)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)The Evolution of Cooperation (1981)Managing Legitimacy: Strategic and Institutional Approaches (1995)Opportunities and Threats in Reviewing Entrepreneurship Theory and Practice (2019)Born to be sustainable: How to combine strategic disruption, open innovation, and process digitization to create a sustainable business (2022)What does AI think of AI as an external enabler (EE) of entrepreneurship? An assessment through and of the EE framework (2023)Interorganizational Endorsements and the Performance of Entrepreneurial Ventures (1999)Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship (2016)Launch hard or go home! (2013)Show me the money! (2014)
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References

  • 2013The dynamics of crowdfunding: An exploratory study4,256 cited
  • 2017Persuasion in crowdfunding: An elaboration likelihood model of crowdfunding performance465 cited
  • 2017Prediction and explanation in social systems429 cited
  • 2018Exploring the multi-sided nature of crowdfunding campaign success230 cited
  • 2016Project description and crowdfunding success: an exploratory study224 cited
  • 2016The determinants of crowdfunding success: A semantic text analytics approach222 cited
  • 2018Understanding the crowdfunding phenomenon and its implications for sustainability215 cited
  • 2013Crowdfunding support tools196 cited
  • 2019Forecasting success in equity crowdfunding172 cited
  • 2019Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals172 cited
  • 2021Signalling entrepreneurs’ credibility and project quality for crowdfunding success: cases from the Kickstarter and Indiegogo environments141 cited
  • 2019Human capital, investor trust, and equity crowdfunding125 cited
  • 2020How multimedia shape crowdfunding outcomes: The overshadowing effect of images and videos on text in campaign information117 cited
  • 2020A machine learning approach to predict the success of crowdfunding fintech project109 cited

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2019
The recipe of successful crowdfunding campaigns
105 cited
  • 2022An explainable artificial intelligence approach for financial distress prediction100 cited
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