About
AI assistants helping to make valuable decisions in fuzzy informational environment. Valuable decision making is taking over the news and events' speed.
Description
The main idea of “MyFinanceBlock” is making sense of news, blogs, economic and financial data series and other available resources. Machine learning usage should give users personalized information with selected important data. It should help users make valuable and weighted decisions in fuzzy and incomplete informational environment.
Background
An implied interest for smart user and researcher is certainly extraction of important data. Mentioned task implementation has high degree of complexity. Definition of important criteria is the most difficult problem of artificial intelligence requiring highest qualification of experts and performance of machine learning algorithms.
Competitive advantage
Project naturally grew as expanding of knowledge discovery and learning from large scale financial data series including high frequency data used in high frequency trading on financial markets. For example, news processing means analysis of hundreds of thousands of articles per day. Quantity of analyzed trades in any single liquid instrument is measured in millions, quantity of preceding orders quotes may be 10-100x higher than trades quantity. And frequency of updates may exceed 1000 per second. That’s why news stream processing and even online learning or adaptation of models is not rather complicated for developed algorithms. We confirmed that we have competitive data analysis and machine learning algorithms after finishing technological analysis using available information from World Cup of Machine Learning, researches from Microsoft Research and other sources.
Key Features
This is service based on large scale data mining from news, blogs, economical, financial data series and other available resources and bringing it to user by: - Adaptive selection of important data; - Analysis of relations and dependencies.
To get more information please don't hesitate to contact us by email or on Twitter
Twitter: https://twitter.com/MyFinanceBlockEmail: MyFinanceBlock@gmail.com