The paper considers methods of vectorization textual properties natural language in the context task intellectual text analysis. most common statistical analysis feature extraction and that taking into account are analyzed. work describes above types embeddings their variations implementations. Their comparative was performed, which showed relationship between type method showing best metrics. ...

Micro blogging tools provide a real time service for the public to express opinions, broadcast news and information offer an opportunity comment respond such output. Word usage in social media is continually evolving. bloggers may use different sets of words describe specific event they new (i.e. neither exist training dataset nor informal or formal dictionaries) contexts. Dynamically capturing...