Artificial Intelligence - Context Analytics

Filtering Relevant Tweets Using Topic Models

July 20, 2020

At Social Market Analytics we use proprietary techniques to return the most accurate Twitter volume for topics of interest. First, we use a topic model not just $Ticker. Most vendors use the CashTag concept to identify securities. At SMA we believe only using CashTag excludes a lot of valuable conversation. We return higher volume and […]

Benefits of SMA Machine Learning Algorithms

September 4, 2019

Social Market Analytics has extensive Intellectual Property in three distinct areas: Topic model creation, account filtering and natural language processing (NLP). I have written blog post about SMA topic model creation capabilities and the impact of our account filtering algorithms. This blog answers the question – “Do your machine learning algorithms really add value to […]

Benefits of Social Market Analytics Account Filtering During 2018 Down Market

January 22, 2019

Social Market Analytics aggregates the intentions of professional investors as expressed on Twitter. We apply our patented filtering and natural language processing(NLP) to Tweets to proactively select Twitter accounts to use in our predictive metrics. We track several metrics to gauge the predictive nature of our dataset. For this blog I am going to illustrate […]

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