The SCIENTIST and the deep Seas of Data

Analyzing big data

CryptoCaptain retrieves and processes massive amounts of cryptocurrency-related articles and postings on an ongoing basis. Related to our research we have found that many online articles are poorly written, computer written, copied from another source or the author is not knowledgeable on the matter. This leads to biases in the final market evaluation. To avoid such biases we carefully choose our sources. That is, sources must be reliable and with a broad reach. Sources must also present market analyses, predictions, and opinions in the investing community. To improve the robustness of our investment strategies we also make sure that articles have been written by a human. Furthermore, we remove information not related to articles such as ads, disclaimers, references to other articles, etc.

Using sentiment to time the market

To measure investors’ sentiment about the market, we employ state of the art algorithms for machine learning, information extraction, information aggregation, text classification, and custom natural language processing. With these algorithms, we can extract, just like humans, predictive information from the retrieved articles and posts. The algorithms that we use today were constantly refined and improved throughout our years of research. They can accurately determine the topics discussed in an article as well as authors’ opinion, which can reveal information about where the market is heading.

CryptoCaptain’s AI determines market sentiment and price patterns to decide on BUY or SELL

About CryptoCaptain

CryptoCaptain helps investors answer the question “ When should I invest in the cryptocurrency market?”. For this purpose, we’ve developed the Bull Market Compass — an investment signal service, which guides long-term investors through the volatile cryptocurrency market. For market timing, we use predictive analytics and a powerful custom-built A.I. On the one hand, it protects investors’ capital by early detecting bear markets and warning investors ahead of time. On the other hand, it saves investors’ time by sending out quality investment signals and by monitoring the market for them.

Selected scientific publications

The founders of CryptoCaptain, Dr. Achim Klein and Lyubomir Kirilov, have a track record of several years in data science related to sentiment analysis, text mining, machine learning, and decision making in finance and crypto.

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
CryptoCaptain

CryptoCaptain

CryptoCaptain.com helps crypto investors time their buys and sells of Bitcoin & co. CryptoCaptain is the first to use AI-based analysis of the market sentiment.