Identifying crowdfunding storytellers who deliver successful projects: a machine learning approach

Computer Science

• Bidirectional Encoder Representations From Transformers 100%
• Classification Models 100%
• Data Preprocessing 100%
• Funding Opportunity 100%
• Learning System 100%
• Machine Learning 100%
• Machine Learning 100%
• Machine Learning Approach 100%
• Risk Assessment Project 100%
• Social Network 100%
• Successful Project 100%
• Support Vector Machine 100%
• Text Mining 100%
• Training Model 100%
• Word2vec 100%

Keyphrases

• Backers 66%
• Credibility Assessment 33%
• Crowdfunding 100%
• Crowdfunding Project 33%
• Data Preprocessing 33%
• F1 Score 33%
• Financial Technology 33%
• Fund Raising 33%
• Funding Opportunities 33%
• Kickstarter 33%
• Learning Latency 33%
• Machine Learning 33%
• Machine Learning Approach 100%
• Machine Learning Classification 33%
• New Business Ventures 33%
• Numerical Analysis 33%
• Numerical Benchmark 33%
• Numerical Data 33%
• Precision-recall 33%
• Preprocessing Techniques 33%
• Project Risk 33%
• Risk Reduction 33%
• Simple Features 33%
• Social Networks 33%
• Stakeholder Benefits 33%
• Storyteller 100%
• Successful Project 100%
• SVM Model 33%
• Text Data 33%
• Text Mining Techniques 33%
• Textual Analysis 66%
• Training Model 33%
• Word2vec 33%