Product Overview: Rosette Text Analytics
Rosette Text Analytics, developed by Basis Technology, is a sophisticated language processing platform designed to transform unstructured text into valuable, actionable insights. This powerful tool is integral in helping organizations extract meaningful information from vast amounts of text data, regardless of the language or format.
What Rosette Text Analytics Does
Rosette Text Analytics is tailored to analyze and understand multilingual text, enabling businesses to make smarter decisions and drive international growth. It excels in identity resolution, entity extraction, and advanced natural language processing (NLP), making it a crucial asset for various industries, including those requiring threat and risk intelligence, identity management, and cross-lingual search capabilities.
Key Features and Functionality
Advanced Natural Language Processing (NLP)
- Language Identification: Accurately identifies languages using statistical profiles and algorithms that detect word and script patterns.
- Tokenization: Correctly identifies word boundaries using precise linguistic processing and understanding of the text’s structure.
- Morphological Analysis: Breaks down words into their constituent parts to understand grammatical structure, forms, and inflections.
- Lemmatization: Reduces the complexity of textual data by revealing semantically related words from the word base (lemma) using sentence context.
Entity and Event Extraction
- Entity Extraction: Highly accurate and customizable extraction, linking, and disambiguation of entities such as people, locations, and organizations. This includes using statistical or deep neural network models and disambiguation techniques to identify entities precisely.
- Relationship and Event Extraction: Identifies relationships between entities and extracts specific events from key phrases and roles, based on customer-trained event models.
Multilingual Capabilities
- Multi-Language Support: Supports over 100 languages, enabling businesses to analyze and understand global data effectively.
- Cross-Lingual Search: Allows users to search by key phrases to capture relevant results worded differently or in another language, using semantic similarity and word embeddings.
Sentiment and Topic Analysis
- Sentiment Analyzer: Gleans positive, negative, or neutral sentiment from text, useful for opinion mining, market research, and brand monitoring. It also groups relevant sentiment about specific entities.
- Topic Extractor: Streamlines data analysis by detecting the themes and concepts that run throughout the text, providing a list of key phrases and concepts.
Additional Features
- Name Matcher and Translator: Intelligently translates names based on spelling, phonetics, and meaning, and matches names against databases.
- Document Indexing and Search: Enables efficient document indexing, search, and retrieval, along with features like near duplicate detection and concept clustering.
- Metadata Extraction and Redaction: Extracts metadata and performs redaction tasks, ensuring data privacy and compliance.
- Case Analytics and Management: Supports case management, user access control, audit trails, and reporting and analytics, making it suitable for legal and investigative applications.
Scalability and Integration
- Scalability: Offers dynamic, horizontal scaling on AWS, ensuring high availability regardless of usage. The Rosette Cloud offering is stateless, providing data isolation and flexibility in resource management.
- Cloud Integration: Seamlessly integrates with cloud services and platforms like Elasticsearch, providing comprehensive metrics and reporting capabilities.
Benefits
Rosette Text Analytics enhances decision-making processes by providing accurate and actionable insights from unstructured text data. It helps organizations:
- Automate content classification and entity recognition.
- Improve safety and security through advanced threat and risk intelligence.
- Enhance international growth by analyzing multilingual data.
- Streamline data analysis and reduce the complexity of textual data.
Overall, Rosette Text Analytics is a powerful tool that leverages advanced NLP and AI technologies to unlock the full potential of text data, making it an indispensable asset for businesses and organizations requiring deep insights from their data.