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General Sentiment
General Sentiment, Inc. was a Long Island-based social media and news media analytics company. The company had patented text analytics software to analyze content from more than 60 million sources including blogs, forums, Twitter, Facebook and comment sections. General Sentiment's technology analyzed social conversations, themes, news articles, key influencers, marketing campaigns and un-aided brand awareness. The company shut down on June 24, 2015 and laid off all of its employees. Technology General Sentiment's core system included a natural language processing engine to analyze text and entity management to track entities. The frontend consisted of depository servers and the Social Intelligence Platform, which hosted a number of applications that are useful for brand measurement. General Sentiment offered a software as a service (SaaS)-based solution delivered via the Amazon Cloud. In December 2010, an official Google blog implied that the search engine owned General Sentimen ...
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Long Island
Long Island is a densely populated continental island in southeastern New York (state), New York state, extending into the Atlantic Ocean. It constitutes a significant share of the New York metropolitan area in both population and land area. The island extends from New York Harbor eastward into the ocean with a maximum north–south width of . With a land area of , it is the List of islands of the United States by area, largest island in the contiguous United States. Long Island is divided among four List of counties in New York, counties, with Brooklyn, Kings (Brooklyn), Queens, and Nassau County, New York, Nassau counties occupying its western third and Suffolk County, New York, Suffolk County its eastern two-thirds. It is an ongoing topic of debate whether or not Brooklyn and Queens are considered part of Long Island. Geographically, both Kings and Queens county are located on the Island, but some argue they are culturally separate from Long Island. Long Island may ref ...
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Sentiment Analysis
Sentiment analysis (also known as opinion mining or emotion AI) is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information. Sentiment analysis is widely applied to voice of the customer materials such as reviews and survey responses, online and social media, and healthcare materials for applications that range from marketing to customer service to clinical medicine. With the rise of deep language models, such as RoBERTa, also more difficult data domains can be analyzed, e.g., news texts where authors typically express their opinion/sentiment less explicitly.Hamborg, Felix; Donnay, Karsten (2021)"NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles" "Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume" Simple cases * "Coron ...
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Application Programming Interface (API)
An application programming interface (API) is a connection between computers or between computer programs. It is a type of software interface, offering a service to other pieces of software. A document or standard that describes how to build such a connection or interface is called an ''API specification''. A computer system that meets this standard is said to ''implement'' or ''expose'' an API. The term API may refer either to the specification or to the implementation. In contrast to a user interface, which connects a computer to a person, an application programming interface connects computers or pieces of software to each other. It is not intended to be used directly by a person (the end user) other than a computer programmer who is incorporating it into software. An API is often made up of different parts which act as tools or services that are available to the programmer. A program or a programmer that uses one of these parts is said to ''call'' that portion of the API. The ...
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Q Score
The Q Score (popularly known as Q-Rating) is a measurement of the familiarity and appeal of a brand, celebrity, company, or entertainment product (e.g., television show) used in the United States. The more highly regarded the item or person is, the higher the Q Score among those who are aware of the subject. Q Scores and other variants are primarily used by the advertising, marketing, media, and public relations industries. Usage The Q Score is a metric that determines a "quotient" ("Q") factor through mail and online panelists who make up representative samples of the population. The score identifies the familiarity of an athlete, brand, celebrity, poet, entertainment offering (e.g., television show), or licensed property, and measures the appeal of each among people familiar with the entity being measured. Other popular synonyms include Q rating, Q factor, and simply Q. History The Q Score was developed in 1963 by Jack Landis and is owned by Marketing Evaluations, Inc, the com ...
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American Idol
''American Idol'' is an American Music competition, singing competition television series created by Simon Fuller, produced by Fremantle (company), Fremantle North America and 19 Entertainment, and distributed by Fremantle North America. It aired on Fox Broadcasting Company, Fox from June 11, 2002, to April 7, 2016, for 15 seasons. It was on hiatus until March 11, 2018, when a revival of the series began airing on American Broadcasting Company, ABC. It started as an addition to the ''Idol (franchise), Idol'' format that was based on ''Pop Idol'' from British television, in which the programme's Pop Idol series 1, first series, which was won by Will Young, ended over four months before the show began, as it later became one of the most successful shows in the history of Television in the United States, American television. The concept of the series involves discovering recording stars from unsigned singing talents, with the winner determined by American viewers using phones, In ...
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Apache Hadoop
Apache Hadoop () is a collection of open-source software utilities for reliable, scalable, distributed computing. It provides a software framework for distributed storage and processing of big data using the MapReduce programming model. Hadoop was originally designed for computer clusters built from commodity hardware, which is still the common use. It has since also found use on clusters of higher-end hardware. All the modules in Hadoop are designed with a fundamental assumption that hardware failures are common occurrences and should be automatically handled by the framework. Overview The core of Apache Hadoop consists of a storage part, known as Hadoop Distributed File System (HDFS), and a processing part which is a MapReduce programming model. Hadoop splits files into large blocks and distributes them across nodes in a cluster. It then transfers packaged code into nodes to process the data in parallel. This approach takes advantage of data locality, where nodes manipulate ...
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Stony Brook University
Stony Brook University (SBU), officially the State University of New York at Stony Brook, is a public university, public research university in Stony Brook, New York, United States, on Long Island. Along with the University at Buffalo, it is one of the State University of New York system's two Flagship#University, flagship institutions. Its campus consists of 213 buildings on over of land in Suffolk County, New York, Suffolk County and it is the largest public university (by area) in the state of New York. Opened in 1957 in Oyster Bay (hamlet), New York, Oyster Bay as the State University College on Long Island, the institution moved to Stony Brook, New York, Stony Brook in 1962. Stony Brook is part of the Association of American Universities and the Universities Research Association. It is Carnegie Classification of Institutions of Higher Education, classified among "R1: Doctoral Universities – Very high research activity". Stony Brook University, in partnership with Batt ...
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Natural Language Processing
Natural language processing (NLP) is a subfield of computer science and especially artificial intelligence. It is primarily concerned with providing computers with the ability to process data encoded in natural language and is thus closely related to information retrieval, knowledge representation and computational linguistics, a subfield of linguistics. Major tasks in natural language processing are speech recognition, text classification, natural-language understanding, natural language understanding, and natural language generation. History Natural language processing has its roots in the 1950s. Already in 1950, Alan Turing published an article titled "Computing Machinery and Intelligence" which proposed what is now called the Turing test as a criterion of intelligence, though at the time that was not articulated as a problem separate from artificial intelligence. The proposed test includes a task that involves the automated interpretation and generation of natural language ...
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FatWire
FatWire Software was a privately held company selling web content management system (CMS) software. It was acquired by Oracle Corporation in 2011, and its products rolled up into Oracle's WebCenter product lines. History * 1996: Established by Mark Fasciano, Ari Kahn and John Murcott, * 2003: Acquired Open Market's Enterprise web content management assets including Content Server from divine, founded as FutureTense. * 2004: Launched Content Server 6.0 WCM software * 2007: Yogesh Gupta was named president and CEO in August, acquired Infostoria in October, launched their strategy for Web Experience Management in November. * 2010: FatWire and EMC Corporation announced a partnership in which EMC will resell FatWire's products as their strategic Web Experience Management solution. In return FatWire acquired the rights to resell EMC's digital asset management software * 2011: On June 21, 2011, Oracle announced it was acquiring FatWire Software. In July 2011, Oracle purchased Fatwire ...
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Steven Skiena
Steven Sol Skiena (born January 30, 1961) is a computer scientist and distinguished teaching professor of computer science at Stony Brook University. He is also director of AI Institute at Stony Brook. He was co-founder of General Sentiment, a social media and news analytics company, and served as chief science officer from 2009 until it shut down in 2015. His research interests include algorithm design and its applications to biology. Skiena is the author of several popular books in the fields of algorithms, programming, and mathematics. ''The Algorithm Design Manual'' is widely used as an undergraduate text in algorithms and within the tech industry for job interview preparation. In 2001, Skiena was awarded the IEEE Computer Science and Engineering Undergraduate Teaching Award "for outstanding contributions to undergraduate education in the areas of algorithms and discrete mathematics and for influential textbook and software." Skiena has worked on algorithmic problems in s ...
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Auto-entity Extraction
Text mining, text data mining (TDM) or 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), there are three perspectives of text mining: information extraction, data mining, and knowledge discovery in databases (KDD). 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 interpretation of the output. 'High quality' in text mining usually r ...
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Google
Google LLC (, ) is an American multinational corporation and technology company focusing on online advertising, search engine technology, cloud computing, computer software, quantum computing, e-commerce, consumer electronics, and artificial intelligence (AI). It has been referred to as "the most powerful company in the world" by the BBC and is one of the world's List of most valuable brands, most valuable brands. Google's parent company, Alphabet Inc., is one of the five Big Tech companies alongside Amazon (company), Amazon, Apple Inc., Apple, Meta Platforms, Meta, and Microsoft. Google was founded on September 4, 1998, by American computer scientists Larry Page and Sergey Brin. Together, they own about 14% of its publicly listed shares and control 56% of its stockholder voting power through super-voting stock. The company went public company, public via an initial public offering (IPO) in 2004. In 2015, Google was reorganized as a wholly owned subsidiary of Alphabet Inc. Go ...
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