The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) (5/5) AlphaVertex - Creating a Worldwide Financial Knowledge Graph - TWiML Talk #18
Apr 7, 2017
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AI-Driven Investment Strategy
- Traditional fund managers struggle to outperform benchmarks due to reliance on stock picking.
- AlphaVertex uses AI to process vast financial data, mimicking the butterfly effect to predict stock returns.
Financial Knowledge Graph
- AlphaVertex models financial information as a computational graph, showing multi-dimensional relationships between entities.
- This graph incorporates data from diverse sources, including news articles and regulatory filings, with AI assessing source quality.
Source Trustworthiness
- Assessing news source trustworthiness goes beyond PageRank, requiring domain-specific knowledge.
- AlphaVertex uses supervised machine learning to train AI to differentiate between high and low-quality financial sources.