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DARPA TIDES Program
Translingual Information Detection, Extraction and Summarization (TIDES) is a technology development program funded by the U.S. Defense Advanced Research Projects Agency (DARPA), focused on the automated processing and understanding of language data. The primary goal of the program is to enable English speakers to locate and interpret required information quickly and effectively regardless of the original language. Components The four component capabilities of the technology being developed by TIDES includes: * Detection – Locating required information. * Extraction – Pulling out key facts. * Summarization – Reducing the information into a readable length. * Translation – Converting text from another language into English. Tools for detection, extraction, and summarization must work within a language (monolingually) and across languages (translingually), to be used by people who speak only English. In addition to developing technology, TIDES is also resear ...
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DARPA
The Defense Advanced Research Projects Agency (DARPA) is a research and development agency of the United States Department of Defense responsible for the development of emerging technologies for use by the military. Originally known as the Advanced Research Projects Agency (ARPA), the agency was created on February 7, 1958, by President Dwight D. Eisenhower in response to the Soviet Union, Soviet launching of Sputnik 1 in 1957. By collaborating with academia, industry, and government partners, DARPA formulates and executes research and development projects to expand the frontiers of technology and science, often beyond immediate U.S. military requirements.Dwight D. Eisenhower and Science & Technology, (2008). Dwight D. Eisenhower Memorial CommissionSource ''The Economist'' has called DARPA the agency "that shaped the modern world," and pointed out that "Moderna COVID-19 vaccine, Moderna's COVID-19 vaccine sits alongside weather satellites, Global Positioning System, GPS, Unmann ...
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Automatic Summarization
Automatic summarization is the process of shortening a set of data computationally, to create a subset (a summary) that represents the most important or relevant information within the original content. Artificial intelligence algorithms are commonly developed and employed to achieve this, specialized for different types of data. Text summarization is usually implemented by natural language processing methods, designed to locate the most informative sentences in a given document. On the other hand, visual content can be summarized using computer vision algorithms. Image summarization is the subject of ongoing research; existing approaches typically attempt to display the most representative images from a given image collection, or generate a video that only includes the most important content from the entire collection. Video summarization algorithms identify and extract from the original video content the most important frames (''key-frames''), and/or the most important video segm ...
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Investigative Data Warehouse
Investigative Data Warehouse (IDW) is a searchable database operated by the FBI. It was created in 2004. Much of the nature and scope of the database is classified. The database is a centralization of multiple federal and state databases, including criminal records from various law enforcement agencies, the U.S. Department of the Treasury's Financial Crimes Enforcement Network (FinCEN), and public records databases. According to Michael Morehart's testimony before the House Committee on Financial Services in 2006, the "IDW is a centralized, web-enabled, closed system repository for intelligence and investigative data. This system, maintained by the FBI, allows appropriately trained and authorized personnel throughout the country to query for information of relevance to investigative and intelligence matters."Morehart 2005, op. cit. Overview The size of the database appears to be growing rapidly. In 2004, according to a government solicitation for bids to manage the project, ...
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Ha'aretz
''Haaretz'' ( , originally ''Ḥadshot Haaretz'' – , ) is an Israeli newspaper. It was founded in 1918, making it the longest running newspaper currently in print in Israel, and is now published in both Hebrew and English in the Berliner format. The English edition is published and sold together with the ''International New York Times''. Both Hebrew and English editions can be read on the internet. In North America, it is published as a weekly newspaper, combining articles from the Friday edition with a roundup from the rest of the week. It is considered Israel's newspaper of record. It is known for its left-wing and liberal stances on domestic and foreign issues. As of 2022, ''Haaretz'' has the third-largest circulation in Israel. It is widely read by international observers, especially in its English edition, and discussed in the international press. According to the Center for Research Libraries, among Israel's daily newspapers, "''Haaretz'' is considered the most influ ...
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Pravda
''Pravda'' ( rus, Правда, p=ˈpravdə, a=Ru-правда.ogg, "Truth") is a Russian broadsheet newspaper, and was the official newspaper of the Communist Party of the Soviet Union, when it was one of the most influential papers in the country with a newspaper circulation, circulation of 11 million. The newspaper began publication on 5 May 1912 in the Russian Empire, but was already extant abroad in January 1911. It emerged as a leading newspaper of the Soviet Union after the October Revolution. The newspaper was an organ of the Central Committee of the Communist Party of the Soviet Union, Central Committee of the CPSU between 1912 and 1991. After the dissolution of the Soviet Union ''Pravda'' was sold off by President of Russia, Russian President Boris Yeltsin to a Greek business family in 1996, and the paper came under the control of their private company Pravda International. In 1996, there was an internal dispute between the owners of Pravda International and some of ...
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Jordan Times
''The Jordan Times'' is an English-language daily newspaper based in Amman, Jordan. History Established in 1975, ''The Jordan Times'' is owned by the Jordan Press Foundation, a shareholding company which also runs the Arabic-language daily '' Al Ra'i'', the kingdom's best-selling newspaper. The Jordan Press Foundation has been majority government-owned since its inception, but it is unclear how much the government's stake has fallen since 2000, when a plan to sell some of the Foundation's shares was announced. ''The Jordan Times'' maintains editorial independence from its sister daily '' Al Ra'i''. Content and profile The newspaper includes two main sections: * News: Covers local, regional, and world news, and includes subsections on business and sports. * Opinions: Features opinion commentary and analysis by Jordanian, Arab, and international writers. The paper's website was the 31st most visited website in the Arab world in 2013. Alumni Notable journalists who have worked a ...
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The People's Daily
The ''People's Daily'' () is the official newspaper of the Central Committee of the Chinese Communist Party (CCP). The newspaper provides direct information on the policies and viewpoints of the CCP. In addition to its main Chinese-language edition, the ''People's Daily'' is published in multiple languages. History The paper was established on 15 June 1948 and was published in Pingshan, Hebei, until its offices were moved to Beijing in March 1949. Ever since its founding, the ''People's Daily'' has been under direct control of the CCP's top leadership. Deng Tuo and Wu Lengxi served as editor-in-chief from 1948 to 1958 and 1958–1966, respectively, but the paper was in fact controlled by Mao Zedong's personal secretary Hu Qiaomu. During the Cultural Revolution, the ''People's Daily'' was one of the few sources of information from which either foreigners or Chinese could figure out what the Chinese government was doing or planning to do. During this period, an editorial in th ...
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MiTAP
MiTAP, or Mitre Text and Audio Processing, is a computer system that tries to automatically gather, translate, organize, and present information "for monitoring infectious disease outbreaks and other global events."Damianos et al, AI Magazine, Vol 23, No 4 It is also used in the FBI Investigative Data Warehouse. Sources "''Multiple information sources in multiple languages are automatically captured, filtered, translated, summarized, and categorized''" It uses 'web sources, electronic mailing lists, newsgroups, news feeds, and audio-video data.'. The audio-video is automatically transcribed into text by the ViTAP system. Guts In 2002 it was reported to have used CyberTrans, the Alembic natural language analyzer, WebSumm summarizer, Lucene indexing, NewsBlaster from Columbia, Brill tagging, SOAP, HTML, NNTP, Perl, Unix scripts, and other tools. Upgrades to various components are planned. Creators It was created at the Mitre Corporation by Damianos and a team of other researche ...
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Open Source Intelligence
Open-source intelligence (OSINT) is the collection and analysis of data gathered from open sources (covert and publicly available sources) to produce actionable intelligence. OSINT is primarily used in national security, law enforcement, and business intelligence functions and is of value to analysts who use non-sensitive intelligence in answering classified, unclassified, or proprietary intelligence requirements across the previous intelligence disciplines. OSINT sources can be divided up into six different categories of information flow: *Media, print newspapers, magazines, radio, and television from across and between countries. *Internet, online publications, blogs, discussion groups, citizen media (i.e. – cell phone videos, and user created content), YouTube, and other social media websites (i.e. – Facebook, Twitter, , etc.). This source also outpaces a variety of other sources due to its timeliness and ease of access. *Public government data, public government repo ...
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