Essays about: "Startup Success Predictions"

Found 2 essays containing the words Startup Success Predictions.

1. 1. Using Social Media and Personality Predictions to Anticipate Startup Success

   University essay from Lunds universitet/Matematisk statistik

   Author : Daniel Stenson; [2023]
   Keywords : Machine Learning; Startup Success Predictions; Founder Personalities; Natural Language Processing; Social Media Analysis; Big 5 Personality Framework; Feed-forward Neural Network; XGBoost.; Mathematics and Statistics;

   Abstract : This thesis explores the potential of integrating predicted founder personalities, based on the Big 5 Personality Framework, into Machine Learning (ML) models to enhance the accuracy of early-stage startup success predictions. Leveraging Natural Language Processing (NLP) techniques, we extracted personality insights from founders' tweets, focusing on US startups funded between 2013 and 2015. READ MORE

3. 2. A Case Study to Investigate how Beta Product Marketing can Test the Validity of a Product’s Market Potential

   University essay from Lunds universitet/Innovation

   Author : Fadi Hanna; [2018]
   Keywords : Beta Product Marketing; market validity; entrepreneurial marketing; prototype; test sales; Technology and Engineering;

   Abstract : Many entrepreneurs and start-ups come to the point when they have finished the development of a product but then moves to the phase which is crucial for a products success, the marketing effort. Large investment costs combined with the uncertainty of the developed product's market value is the reason for many products failure. READ MORE