Gourt > Reference > Knowledge Management > Knowledge Discovery > Text Mining
Text mining, also known as intelligent text analysis, text data mining , unstructured data management, or knowledge-discovery in text (KDT), refers generally to the process of extracting interesting and non-trivial information and knowledge (usually converted to metadata elements) from unstructured text (i.e. free text) stored in electronic form. This can be achieved either through added markup in xml, Atom or RDF formats or though the analysis of common phraseologies indicating certain relationships.
History
Labour-intensive manual text-mining approaches first surfaced in the mid-1980s, but technological advances have enabled the field to advance swiftly during the past decade. Text mining is an interdisciplinary field which draws on information retrieval, data mining, machine learning, statistics, and computational linguistics. As most information (over 80%) is currently stored as text, text mining is believed to have a high commercial potential value.
Applications
Recently, text mining has been receiving attention in many areas, most notably in the security, commercial, and academic fields. More on [ Text mining ]
Tools :: Natural Language
Data Mining :: Databases
Tools :: Qualitative
Text Mining: Internet Evolution â David Silversmith â Unstructured Text â¦: For mo.. http://bit.ly/6fSnbc
intelligencebw (Intelligence BusWis) Sat, 19 Dec 2009 06:41:57 -0000
Text Mining: Internet Evolution – David Silversmith – Unstructured Text …: For mo.. http://bit.ly/6fSnbc
RT @beyondthearc: Most interesting use of text mining technology? Helping studios mine film library & identify profitable storylines. #
SupSappel (SupSappel) Sat, 19 Dec 2009 06:15:06 -0000
RT @beyondthearc: Most interesting use of text mining technology? Helping studios mine film library & identify profitable storylines. #
Most interesting use of text mining technology? Helping studios mine film library & identify profitable storylines. #film #textanalytics
beyondthearc (beyondthearc) Sat, 19 Dec 2009 06:13:26 -0000
Most interesting use of text mining technology? Helping studios mine film library & identify profitable storylines. #film #textanalytics
Cuz I use all these languages in my experiments of text mining. http://plurk.com/p/31anq1
tmasada (tmasada) Sat, 19 Dec 2009 03:38:54 -0000
Cuz I use all these languages in my experiments of text mining. http://plurk.com/p/31anq1
Key trend: social network analytics--aka relationship mining--becomes co-equal branch of adv analytics, alongside data mining & text mining
jameskobielus (jameskobielus) Fri, 18 Dec 2009 19:33:34 -0000
Key trend: social network analytics--aka relationship mining--becomes co-equal branch of adv analytics, alongside data mining & text mining
Had great meeting w/text mining/analytic strategist at the dog park. Combined walk w/dogs & sit down w/coffee to explore JV opportunities.
lizguthridge (liz guthridge) Fri, 18 Dec 2009 18:55:31 -0000
Had great meeting w/text mining/analytic strategist at the dog park. Combined walk w/dogs & sit down w/coffee to explore JV opportunities.
About Scatter/Gather - Using text clustering as a way to group document according to the overall similarities in their content. Features background information, examples and technical papers.
About the Cat-a-Cone - A novel user interface that integrates search and browsing of very large category hierarchies with their associated text collections. Features technical papers.
About TileBars - An interface which attempts to show the user, graphically, the relationship between the words in the query and the documents retrieved. Features technical papers and commercial and other uses.
Automated Info Solutions - Products and services offering automated collection of data from public web sites. Features overviews and contact information.
Meta Description: [ We automate the collection of public data from Web Sites. We complement your manual and semi-manual data gathering processes. ]
Compris Intelligence - Offers solutions for understanding textual content and the automatic comprehension of text meaning by a computer. Features products, news and contact information.
Meta Description: [ Copyright solutions for texts: text watermark, search engine for plagiated texts, shop system for texts; automatic anwering of questions on texts; information extraction from web pages, competitor surveillance in the internet, hiding / compressing / encrypting data; turn-key solutions for interne... ]
Eidetica - Netherlands firm offers search and text mining solutions on a hosting basis. Features services, support, portfolio and contact information.
Meta Description: [ Eidetica - hosted knowledge ]
Extraction of Knowledge from Unstructured Text - A comprehensive and annotated survey of knowledge extraction from text, in the form of Powerpoint PDF slides.
Meta Description: [ Technology Paper by Mark T. Maybury ]
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Indexer from Xanalys - Automatic extraction of entities and cross references from texts.
Leximancer - Bayesian based technology for mapping and mining concepts in large text collections. Features overview, services, technique, gallery and contact information.
Meta Description: [ Automatic Text Mining, Knowledge Discovery, Document Mapping and Content Analysis using machine learning and Bayesian Network of concepts ]
NetOwl - Intelligent Content Management - Features of the tools named Extractor, Summarizer, TextMiner and InstaLink.
Pertinence Mining - Automatic text summarization tools. Includes contact information.
SAS Text Miner - Included in the famous SAS set of tools for quantitative data analysis, the module for text analysis includes clustering algorithms, document categorisation and data extraction. Overview and screenshots.
Shailendra Singh - User Preferences concerning Search Engines and Teletext in the framework of Rough-Fuzzy Theory : CV and publications.
Meta Description: [ Time and Tide wait for none ]
Synthema - Features, demo and case studies of Twid Expert and Temis Online Miner/Categorizer.
Systems Services - Web Data Retrieval - Develops applications to search out and retrieve data from web pages and e-mail archives and provides turnkey services to find and retrieve information from the web, XML databases or stores of incoming e-mail. Features contact information.
Meta Description: [ Web (www) information retrieval and testing projects, web enabled software development, web data extraction ]
Text Mining and the Knowledge Management Space - A Semio Corporation white paper.
Meta Description: [ For business intelligence, data warehousing, data mining, CRM, analytics, integration and content management news, DM Review, is your premier publication. We deliver thought-provoking editorial written for corporate executives and IT managers. DMReview is a SourceMedia publication. SourceMedia ... ]
Text Mining at Waikato - The Text Mining group at the University of Waikato in New Zealand. With a focus on Viterbi search and entropy-based methods the group has a compression feel to it.
Text Mining Community - Provide a web home for people interested in text mining related technologies, with a mailing list and a resources section.
Text Mining, Web Mining, Information Retrieval and Extraction from the WWW References - Links to reviews and analyses of text mining research. Features online presentations, white papers and other projects, papers, people and products.
TextAI: Text Analysis International - Provides NLP applications based on its proprietary VisualText technology. Product and service information, online software tour and documentation.
Meta Description: [ Text Analysis International offers the premier solution for information extraction and natural language processing. ]
TextAnalyst - TextAnalyst is a unique text mining tool, using a semantic network for retrieval, clustering, classification, summarization, and natural language querying.
TextMining.org - Information, links, download and faq on text mining and natural language processing.
Untangling Text Data Mining - Defines data mining, information access, and corpus-based computational linguistics, and then discusses the relationship of these to text data mining. The intent behind these contrasts is to draw attention to exciting new kinds of problems for computational linguists.
Meta Description: [ Untangling Text Data Mining ]
WEB-Observer - Automated system of retrieving and structuring information from open Internet sources and corporate warehouses. Features demo, news, FAQs and contact information.
WebAnalyst - Profiles the content of a web page, or from a content database, and uses data mining techniques to associate profiled content dynamically during a browsing session.
WordStat - Module specifically designed to study textual information. Features screen shots and purchasing information.
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