Name Resolution (semantics And Text Extraction)
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Name Resolution (semantics And Text Extraction)
In semantics and text extraction, name resolution refers to the ability of text mining software to determine which actual person, actor, or object a particular use of a name refers to. It can also be referred to as entity resolution. Name resolution in simple text For example, in the text mining field, software frequently needs to interpret the following text: John gave Edward the book. He then stood up and called to John to come back into the room. In these sentences, the software must determine whether the pronoun "he" refers to "John", or "Edward" from the first sentence. The software must also determine whether the "John" referred to in the second sentence is the same as the "John" in the first sentence, or a third person whose name also happens to be "John". Such examples apply to almost all languages, and not only English. Name resolution across documents Frequently, this type of name resolution is also used across documents, for example to determine whether the "George ...
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Text Mining
Text mining, also referred to as ''text data mining'', similar to text analytics, is the process of deriving high-quality information from text. It involves "the discovery by computer of new, previously unknown information, by automatically extracting information from different written resources." Written resources may include websites, books, emails, reviews, and articles. High-quality information is typically obtained by devising patterns and trends by means such as statistical pattern learning. According to Hotho et al. (2005) we can distinguish between three different perspectives of text mining: information extraction, data mining, and a KDD (Knowledge Discovery in Databases) process. Text mining usually involves the process of structuring the input text (usually parsing, along with the addition of some derived linguistic features and the removal of others, and subsequent insertion into a database), deriving patterns within the structured data, and finally evaluation and inte ...
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Record Linkage
Record linkage (also known as data matching, data linkage, entity resolution, and many other terms) is the task of finding records in a data set that refer to the same entity across different data sources (e.g., data files, books, websites, and databases). Record linkage is necessary when joining different data sets based on entities that may or may not share a common identifier (e.g., database key, URI, National identification number), which may be due to differences in record shape, storage location, or curator style or preference. A data set that has undergone RL-oriented reconciliation may be referred to as being ''cross-linked''. Naming conventions "Record linkage" is the term used by statisticians, epidemiologists, and historians, among others, to describe the process of joining records from one data source with another that describe the same entity. However, many other terms are used for this process. Unfortunately, this profusion of terminology has led to few cross-refe ...
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George H
George may refer to: People * George (given name) * George (surname) * George (singer), American-Canadian singer George Nozuka, known by the mononym George * George Washington, First President of the United States * George W. Bush, 43rd President of the United States * George H. W. Bush, 41st President of the United States * George V, King of Great Britain, Ireland, the British Dominions and Emperor of India from 1910-1936 * George VI, King of Great Britain, Ireland, the British Dominions and Emperor of India from 1936-1952 * Prince George of Wales * George Papagheorghe also known as Jorge / GEØRGE * George, stage name of Giorgio Moroder * George Harrison, an English musician and singer-songwriter Places South Africa * George, Western Cape ** George Airport United States * George, Iowa * George, Missouri * George, Washington * George County, Mississippi * George Air Force Base, a former U.S. Air Force base located in California Characters * George (Peppa Pig), a 2-year-old ...
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George W
George Walker Bush (born July 6, 1946) is an American politician who served as the 43rd president of the United States from 2001 to 2009. A member of the Republican Party, Bush family, and son of the 41st president George H. W. Bush, he previously served as the 46th governor of Texas from 1995 to 2000. While in his twenties, Bush flew warplanes in the Texas Air National Guard. After graduating from Harvard Business School in 1975, he worked in the oil industry. In 1978, Bush unsuccessfully ran for the House of Representatives. He later co-owned the Texas Rangers of Major League Baseball before he was elected governor of Texas in 1994. As governor, Bush successfully sponsored legislation for tort reform, increased education funding, set higher standards for schools, and reformed the criminal justice system. He also helped make Texas the leading producer of wind powered electricity in the nation. In the 2000 presidential election, Bush defeated Democratic incum ...
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AeroText
Rocket Software is a privately held software development firm founded in 1990. Using the IBM Z, IBM Power Systems, IBM Power, and embedded database platforms, Rocket provides predictive analytics with deep data, develop AI and machine learning capabilities, and design mobile and browser applications. Rocket operates in markets including the financial, banking, health care, government, insurance, aerospace, auto manufacturing, and retail industries. Rocket has a business partnership with IBM that began in 1994 with a licensing agreement for Rocket QMF tools. The company is headquartered in Waltham, Massachusetts, USA. History Rocket Software was founded in Boston in 1990 with a focus on IBM DB2 tools. Rocket's software runs on multiple platforms and operating systems, including Mainframe computer, mainframe, Z/OS, IBM z/OS, IBM i, UNIX, Windows and other platforms and offers tools to access non-SQL data with standard SQL queries. In June 2022, Rocket released the latest version ...
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AlchemyAPI
AlchemyAPI was a software company in the field of machine learning. Its technology employed deep learning for various applications in natural language processing, such as semantic text analysis and sentiment analysis, as well as computer vision. AlchemyAPI offered both traditionally-licensed software products as well API access under a Software as a service model. After acquisition by IBM in 2015, the products were integrated into the Watson line of products and the brand name eventually disappeared. Technology and business model As the name suggests, the business model of charging for access to an API was central to the company's identity and uncommon for its time: A ''TechCrunch'' article highlighted that even though the technology was similar to IBM's Watson, the pay-per-use model made it more accessible, especially to non-enterprise customers. At one point, AlchemyAPI served over 3 billion API calls per month. History AlchemyAPI was founded in 2005, and launched their API i ...
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Attensity
Attensity provides social analytics and engagement applications for social customer relationship management ( social CRM). Attensity's text analytics software applications extract facts, relationships and sentiment from unstructured data, which comprise approximately 85% of the information companies store electronically. History Attensity was founded in 2000. An early investor in Attensity was In-Q-Tel, which funds technology to support the missions of the US Government and the broader DOD. InTTENSITY, an independent company that has combined Inxight with Attensity Software (the only joint development project that combines two InQTel funded software packages), is the exclusive distributor and outlet for Attensity in the Federal Market. In 2009, Attensity Corp., then based in Palo Alto, merged with Germany's Empolis and Living-e AG to form Attensity Group. In 2010, Attensity Group acquired Biz360, Inc., a provider of social media monitoring and market intelligence solutions. In ear ...
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Autonomy Corporation
HP Autonomy, previously Autonomy Corporation PLC, was an enterprise software company which was merged with Micro Focus in 2017. It was founded in Cambridge, United Kingdom in 1996. Autonomy was acquired by Hewlett-Packard (HP) in October 2011. The deal valued Autonomy at $11.7 billion (£7.4 billion). Within a year, HP had written off $8.8 billion of Autonomy's value. HP claimed this resulted from "serious accounting improprieties" and "outright misrepresentations" by the previous management. The former CEO, Mike Lynch, alleged that the problems were due to HP's running of Autonomy. HP recruited Robert Youngjohns, ex-Microsoft president of North America, to take over HP Autonomy in September 2012. In 2017, HP sold its Autonomy assets, as part of a wider deal, to the British software company Micro Focus. History Inception and expansion Autonomy was founded in Cambridge, England by Michael Lynch, David Tabizel and Richard Gaunt in 1996 as a spin-off from Cambridge Neurodyn ...
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Basis Technology Corp
Basis may refer to: Finance and accounting *Adjusted basis, the net cost of an asset after adjusting for various tax-related items *Basis point, 0.01%, often used in the context of interest rates *Basis trading, a trading strategy consisting of the purchase of a security and the sale of a similar security **Basis of futures, the value differential between a future and the spot price **Basis (options), the value differential between a call option and a put option **Basis swap, an interest rate swap *Cost basis, in income tax law, the original cost of property adjusted for factors such as depreciation *Tax basis, cost of an asset and technology *Basis function *Basis (linear algebra) **Dual basis In linear algebra, given a vector space ''V'' with a basis ''B'' of vectors indexed by an index set ''I'' (the cardinality of ''I'' is the dimension of ''V''), the dual set of ''B'' is a set ''B''∗ of vectors in the dual space ''V''∗ with th ... **Orthonormal basis **Schauder ba ...
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DBpedia Spotlight
DBpedia (from "DB" for "database") is a project aiming to extract structured content from the information created in the Wikipedia project. This structured information is made available on the World Wide Web. DBpedia allows users to semantically query relationships and properties of Wikipedia resources, including links to other related datasets. In 2008, Tim Berners-Lee described DBpedia as one of the most famous parts of the decentralized Linked Data effort. Background The project was started by people at the Free University of Berlin and Leipzig University''DBpedia: A Nucleus for a Web of Open Data'', available a in collaboration with OpenLink Software, and is now maintained by people at the University of Mannheim and Leipzig University. The first publicly available dataset was published in 2007. The data is made available under free licences (CC-BY-SA), allowing others to reuse the dataset; it doesn't however use an open data license to waive the sui generis database ri ...
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NetOwl
NetOwl is a suite of multilingual text and identity analytics products that analyze big data in the form of text data – reports, web, social media, etc. – as well as structured entity data about people, organizations, places, and things. NetOwl utilizes artificial intelligence (AI)-based approaches, including natural language processing (NLP), machine learning (ML), and computational linguistics, to extract entities, relationships, and events; to perform sentiment analysis; to assign latitude/longitude to geographical references in text; to translate names written in foreign languages; and to perform name matching and identity resolution."SRA International."
Washington Post. Retrieved 2013-07-02.
Zelenko, ...
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Identity Resolution
Record linkage (also known as data matching, data linkage, entity resolution, and many other terms) is the task of finding records in a data set that refer to the same entity across different data sources (e.g., data files, books, websites, and databases). Record linkage is necessary when joining different data sets based on entities that may or may not share a common identifier (e.g., database key, URI, National identification number), which may be due to differences in record shape, storage location, or curator style or preference. A data set that has undergone RL-oriented reconciliation may be referred to as being ''cross-linked''. Naming conventions "Record linkage" is the term used by statisticians, epidemiologists, and historians, among others, to describe the process of joining records from one data source with another that describe the same entity. However, many other terms are used for this process. Unfortunately, this profusion of terminology has led to few cross-refe ...
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