Modular AI NLP system
A modular natural language processing system for analyzing textual data: comments, news, reviews, chat
messages.
Fully customizable. Can be integrated into your infrastructure.
System functionality
Semantic analysis of texts, groups of texts, authors and readers:
Entities
Extraction of entities (brands, personalities, etc.) and relationships between them
Sentiment analysis
Target-based sentiment analysis: precision insights into emotions and opinions
Topic modelling
Unveiling themes and trends with advanced modelling
Trend analysis and topic modelling
Navigating trends and uncovering topics with precision analytics
Custom smart text search
Revolutionizing information retrieval with tailored intelligence
System application examples
Product review analysis
Comprehensive analysis of consumer sentiments and authenticity for informed decision-making
Getting a broad overlook of feedback on goods and services
Fake account detection
Smart comparison of goods and services using feedback analysis
Processing unstructured textual data
Natural Language Chatbots
Module for personal and group chatbots analyzing messages. Understanding natural language utterances on a given topic. Chatbot scenarios:
Assessment of the attitude toward selected topics
Identification of relationships between community members
Detection of mutual sympathy and antipathy
Spam detection
Detection of an inappropriate content (such as abusive language)
Text plot analysis service
Content analysis from various psychological, sociological, cultural and marketing perspectives. Plot analysis:
Character extraction
Interactions between characters
Formats of analyzed materials:
Text series
Fanfiction
Blogs, groups, telegram channels
Text role-playing games
Audience Profiling
Audience profiling based on observed preferences in streams of textual data
Profiling of an audience of groups, blogs, channels, forums
Uses only text content
Extraction and analysis of user subgroups for precise marketing
A possibility to continuously update the insight about the audience
News analysis for stock trading
Extraction of the market status indicators that are used for stock trading from the news stream.
Integration with trading system
Ability to output signals as a data stream
Dynamic adaptation to market situation
Version control of signal extraction models
Text analysis advantages
Pros of our text analysis solutions
Processing large amount of textual data
Fully customizable
Automated
Extends to many European languages (including Russian)
Component features
Analysis of individual texts and semantically related groups of texts
Sentiment analysis (target-based)
Scalability
Extraction of entities and relationships between them
Knowledge graph generation
Modularity
Interested in Exploring More?
Whether you're seeking additional industry examples or wish to discuss a specific case in detail, we're here to help. Contact us to start the conversation and discover how our solutions can meet your needs.
