Unstructured Data Management

Trinity UDM (Unstructured Data Management) helps you collect and analyze unstructured data across social media, forums, blogs, and open data platforms. It supports web crawling, keyword extraction, semantic analysis, and topic classification, all powered by localized language expertise. This gives you insights that many global solutions struggle to deliver.
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Your Ideal Entry Point into Text Analysis

Built on the proven foundation of Trinity JCS (Job Control System) and Trinity ETL (Data Integration), Trinity UDM lets you unify both structured and unstructured data in a single workflow. From traditional databases to social media content, you can incorporate diverse sources into your analysis. Its flexible, modular architecture enables you to customize processing pipelines to fit a wide range of data extraction and analysis needs.
A flowchart showing data sources (social media, web, mail/files, traditional DBs) feeding into Trinity UDM for summarization, clustering, and more, which outputs to NoSQL, search engines, and big data/traditional BI systems.

Key Features

Comprehensive Text Processing

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Tokenization

Generate Chinese word segmentation outputs as JSON arrays with part-of-speech tags or delimited strings.

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Summarization

Extract concise summaries from text fields to help you quickly capture key insights.

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Word Frequency Analysis

Run frequency statistics using CRF-based segmentation to identify patterns and trends.

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New Word Discovery

Detect emerging keywords and neologisms automatically through algorithmic analysis.

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Text Similarity Scoring

Evaluate how closely text matches a reference dictionary with score-based comparisons.

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Language Detection

Identify up to 53 languages within mixed-language content.

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Noise Filtering

Remove unwanted characters across 28 languages for cleaner, more reliable text.

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Sentiment Analysis

Determine sentiment polarity (positive/negative) of Chinese text using a specified dictionary.

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Text Classification

Classify content automatically with keyword extraction and labeling algorithms.

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Vectorization

Compute LDA (Latent Dirichlet Allocation) vectors for clustering documents or modeling topics.

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Dimensional Tagging

Transform text into dimensional keywords for analytical mapping.

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Advanced JSON Processing

Parse, merge, update, delete, and apply user-defined rules to handle nested JSON structures.

Trinity UDM logo with Trinity in blue and UDM in orange on a light geometric background.

Stable. Scalable. Future-Ready.

Backed by years of industry experience, Trinity has advanced through versions 3, 4 and now Trinity 5, with each evolution focused on solving real-world customer challenges. Trinity 5 is the next-generation automated data integration platform, engineered to deliver technical innovation while addressing industry-specific needs with precision.

Maximize Productivity

Gain Insight into the Digital World

Extract Website Content with Ease

• Crawl from seed URLs and internal links to capture complete website data.
• Access content through one or multiple proxy servers with proxy-based crawling.
• Set user-configurable parameters including connections, proxy pool size, and wait times for flexible crawling control.

Versatile Crawling Technologies

• Use JSOUP-based web crawling (GET/POST) to capture content directly from websites.
• Apply XPath-based extraction to pull precise data from XML or HTML sources.
• Capture business listings and search results directly from Google Maps and Google Search.

Open Data Integration

• Connect seamlessly to government open data portals so you can extract metadata such as file names, download links, formats, encoding, and timestamps.
• Search efficiently with built-in support for both keyword and ID-based queries.

Social Media Support

• Capture Facebook page data including posts, comments, replies, likes, and reactions so you can analyze engagement at scale.
• Extract Twitter insights with keyword-based searches or pull posts directly from specific user accounts.

Get Started

Ready to take the next step in your data journey? Whether you want to explore a demo, request a proof of concept, or speak directly with our experts, Trinity makes it simple to get started. Our team will work for yo to understand your needs, design the right solution, and help you accelerate value from day one-securely, compliantly, and at scale.

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