We continue telling you about the processing functionality of our innovative platform STIPS|Oculus

Now you can read more about News Aggregator and User Sentiment Monitoring.

Sentiment analysis that we pay a lot of attention to.

News Aggregator (Sentiment Analysis)

Another large array of information in our database is various news on each project. We plan to save information about a project from multiple sources to our database. Then we will assess importance and utility of an article and estimate sentiment of this information (positive or negative) using different instruments of sentiment analysis (we are going to use a number of instruments from IBM Watson Natural Language Understanding, and similar solution by ABBY — Compreno, Infoextractor SDK).

Eventually each Oculus user will read all the necessary information on a project from the mass media in one place. At the same time there will be filters to make information more relevant. In general there are a lot of such services in the Internet, but our solution offers a number of advantages.

First, with all this information (absolute number of articles and their contents), we will generate the writing index and the sentiment index, which can be used to compare different projects.

Second, we will store history of the indexes. Thus, it will be possible to assess dynamics of how they change. So, any STIPS Oculus user will be able either to keep track of a project news or to apply dynamics of the indexes to a price graph.

Considering complexity of such analysis initially it will be made only for the English language, but step by step other languages will be added (Chinese, Russian, etc.)

User Sentiment Monitoring (Sentiment Analysis)

In addition to the huge database of publications we will pay special attention to user communication on different platforms: forums, chats in Telegram, Slack, Discord, etc. All this information will be accumulated in our database for further analysis.

We will take into consideration both overall level of communication on each project and topic analysis of this communication. Then this information will be aggregated in the general report. STIPS Oculus user will see communication activity. For instance, the user will see that this week the communication activity went up drastically. He/she will also be able to get a comparative analysis of what topics are most discussed by the community of a project. For instance, in some project users discusses mining, in the other they discuss trading or ICO, the third one constantly needs more technical support to make settings of the application software (wallets, miners, etc).

We will also store history of these general reports, therefore Oculus users will be able to see communication activity dynamics of a project.