Aiimi Insight Engine Disco
User GuidesAiimi
  • Introducing Aiimi Insight Engine
  • Architecture
    • Overview and Key Concepts
    • Hosting Options
    • Architecture and How It Works
      • Agent Servers
        • Security Agent
        • Source Agent
        • Content Agent
        • Enrichment Agent
        • Job Agent
        • OCR Agent
        • Migration Agent
        • Tika Agent
      • Repository
        • Data Node
        • Proxy Node
        • Kibana Node
      • Gateway and User Interface
      • Document and Data Sources
    • Deployment Options
      • Development Environments
      • Testing and QA Environments
      • Production Environments
      • Disaster Recovery Environments
    • Security
      • Source Systems
      • Firewalling
      • Agent Servers
        • Security Agent
        • Source Agent
        • Content Agent
        • Enrichment Agent
        • Job Agent
        • OCR Agent
        • Migration Agent
        • Tika Agent
      • Repository
      • Gateway (Web Server)
      • Tools & Utilities
  • Installation
    • Elasticsearch Installation (Windows)
    • Aiimi Insight Engine Installation (Windows)
    • Python REST Service Install and Configuration
      • Installation and Setup
        • Offline Huggingface Set-up
        • Configuration of Logging
        • Running as a Service (Windows)
        • Using SSL
        • Performance and Concurrency
        • Security
      • Communicating with the Python REST Service
      • Step Configuration
        • Classify
        • Entity Mapper
        • Huggingface NER
        • Language Detection
        • Phrases and Topics
        • Summary
        • Spacyner
    • HTML Cleaner Service
  • security
    • Users
      • User Authentication
      • Code of Conduct
      • App Access and Role-Based Access
    • Data & Documents
      • Document and Data Access Control Lists
      • Progressive Access and Privileged Access
        • Progressive Access
        • Privileged Access
      • Source Scope and Visibility within Apps
      • Classification
      • Advanced Security Controls - Security Classifications
      • Risk Ratings
      • Redaction and Anonymisation
      • Banned Words
      • Mark as Sensitive
      • Audit Controls
  • Control Hub
    • Configurations
      • Managing Configurations
        • Edit and Delete
        • Find a Configuration
        • Monitoring Stats
        • Stop a Configuration
        • Refreshing
      • Security Configurations
        • Configuring Security
        • Active Directory
        • Azure Active Directory
        • BuiltinSecurity
        • Security Sync
        • Security Agents
        • Security Scheduling
      • Source Configurations
        • General
        • Source
          • Azure Blob Storage
          • BBC Monitoring
          • Big Query Cataloguer
          • BIM360
          • CSV Data Loader
          • Confluence
          • Content Server
          • Data File Cataloguer
          • Document Store
          • Dropbox
          • Exchange 365
          • Filesystem
          • Google Bucket
          • JSON Data Loader
          • ODBC Data Loader
          • PowerBi Cataloguer
          • Reuters Connect
          • ShareFile
          • SharePoint
          • SharePoint Legacy
          • SQL Server Cataloguer
          • Websites
          • XML Data Loader
        • Crawl
        • Source Agents
        • Source Scheduling
        • Advanced
      • Enrichment Configurations
        • Creating a Pipeline
          • General
          • Steps
            • Tika Text Extraction
            • External Links
            • Delete
            • Copy
            • Text Cleaner
            • Data Rule Processor
            • Checksum
            • OcrRest
            • AccessMiner
            • CAD Extractor
            • Trie Entity Extractor
            • PCI Extractor
            • Email Extractor
            • Geotag
            • Google Vision Extractor
            • Google NLP Extractor
            • Metrics Calculation
            • Microsoft Vision Extractor
            • Entity Rule Processor
            • Anonymiser
            • Set Document Risk
            • Content Retrieval
            • REST
          • Filters
          • Agents
          • Schedule
          • Advanced
      • OCR Engine
      • Job Configurations
        • General
        • Job
          • AutomatedSearchJob
          • Command Job
          • ElasticJob
          • Extended Metrics Job
          • GoogleVaultSAR
          • Nightly Events Processor Job
          • Notifications Processor Job
          • Portal Sync Job
          • Purge Job
          • Text Content Merge Job
        • Output
        • Agents
        • Scheduling
      • Migration Configuration
        • General
        • Filter
        • Metadata Mappings
        • Agents
        • Scheduling
        • Advanced
      • Content Server
    • Credentials
      • Create a Credential
      • Find a Credential
      • Edit a Credential
      • Delete a Credential
    • Entities
      • Create a Group
      • Create an Entity
      • Managing Entities
      • Import or Export Entities
    • Models
      • Create a New Model
      • Find a Model
      • Enable or Disable a Model
    • Featured Links
    • Global Settings
      • General
        • Thumbnails
        • Windows Authentication
        • SAML2 Authentication
        • ADFS
        • Stackdriver
        • Document Recommendations
        • Searchable PDF Storage
        • Versioning
        • Results
        • Marking Useful Results
        • Folder Browsing
        • Cascading Search
        • Search Suggestions
        • Delve Settings
        • Collections
        • Miscellaneous
      • Application Access
      • Search Relevancy
        • Core Settings
        • Makers Algorithm
        • Filename Boost Layer
        • Minimum Matching Terms Filter
        • Field Boost
        • Modified Date Boosting
        • Hit Highlighting
        • Why My Search Matched
        • Data Search Strategy
      • Search Performance
        • Accurate Totals for Pagination
        • Source cards
        • Facets
      • Filtering
      • Presets
        • File Groups
        • Security Groups
      • Code of Conduct
      • Metrics
      • Viewer
      • SAR
        • Importing Data For A SAR
        • Getting SAR data from Google Vault
        • Redacting Information
        • SAR Access
      • Privacy Portal
        • Activate the Privacy Portal
        • Disclosure
        • Submit SARs From The Privacy Portal
        • Email Delivery Settings
          • Delivery Settings
          • Brand Settings
          • Customise Emails
        • SMS Delivery Settings
        • Requestor Message Limit
        • Attachment Configuration
        • Password Configuration
        • File Scanner Configurator
      • Visualisations
        • Related Result Connections Diagram
        • Event Timeline
        • Create and Modified Date Activity Chart
        • Relationship Map
      • Notifications
      • Map View
      • App
      • Theming
        • Details
        • Logo
        • Background Images
        • Colours
      • Related Results
      • OData API
      • Bulk Search
        • Managing a Bulk Search
    • User Settings
    • Stats
  • API Guides
    • Insight API Guide
      • Swagger Documentation
      • Trying Some Endpoints
      • Search Filter
      • Hits / Items
      • Inspecting REST Calls
    • Data Science API Guide
      • REST Interface
        • Login
        • Datasets
        • Fields
        • Field Statistics
        • Search
        • Scroll
        • Update
      • Python Wrapper
        • Login
        • Datasets
        • Fields
        • Field Statistics
        • Search
        • Query Builders
        • Scroll
        • Scroll Search
        • Update Single Document
        • Bulk Update
    • Creating a Native Enrichment Step
      • Creating an Enrichment Step
        • Creating the Core Classes
        • Extending our Enrichment Step
        • Adding a Configuration Template
        • Adding the Enrichment Step
        • Creating an Enrichment Pipeline
      • Other Tasks
        • Entities, Metadata and Data
        • Accessing the Repository
      • Example Code
      • Troubleshooting
    • Creating a Python Enrichment Step
      • Creating an Enrichment Step
        • Running the Example from Command Line
        • Running the Example
      • Creating Your Own Step
      • Adding or Changing Entities, Metadata
  • whitepapers and explainers
    • Methods for Text Summarization
      • Application
      • Technology Methods
      • Commercial Tools
      • Key Research Centres
      • Productionisation
      • Related Areas of Text Analytics
      • Conclusion
      • References
Powered by GitBook
On this page
  1. whitepapers and explainers
  2. Methods for Text Summarization

Application

Text summarization is used by search engines for short-circuiting responses to queries, generating product descriptions, synopses and abstracts. While almost any business could benefit from expediting their processes, cost-effective and accurate summarization is of special interest to industries reliant on large-scale information digestion such as:

  • Finance, for processing credit card, loan or mortgage applications

  • Academia, for constructing abstracts and assessing personal statements

  • Large retailers or services, for analyzing public relations via online comments, reviews and tweets

  • Real-estate agencies handling large amounts of unstructured text such as property descriptions, contracts, queries and complaints.

In summary, text summarization aims to reduce the time taken for a reader to understand a piece of text. This time can then be reinvested by the employee, increasing productivity to the business. An analysis at the University of Dusseldorf showed that providing media analysts with an automatically-generated summary of news articles “does not have a negative impact on the quality of the summaries they generated” and had a “significant gain in time by the process of creating the text summaries (58%)” [1]. The savings in employee time, focus and cost are self-evident.

PreviousMethods for Text SummarizationNextTechnology Methods