IL185414D0 - Large-scale matching system and method for multimedia deep-content-classification - Google Patents

Large-scale matching system and method for multimedia deep-content-classification

Info

Publication number
IL185414D0
IL185414D0 IL185414A IL18541407A IL185414D0 IL 185414 D0 IL185414 D0 IL 185414D0 IL 185414 A IL185414 A IL 185414A IL 18541407 A IL18541407 A IL 18541407A IL 185414 D0 IL185414 D0 IL 185414D0
Authority
IL
Israel
Prior art keywords
content
classification
large
signatures
multimedia
Prior art date
Application number
IL185414A
Original Assignee
Igal Raichelgauz
Karina Odinaev
Yehoshua Y Zeevi
Cortica Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority to IL17157705 priority Critical
Priority to IL17340906A priority patent/IL173409D0/en
Priority to PCT/IL2006/001235 priority patent/WO2007049282A2/en
Application filed by Igal Raichelgauz, Karina Odinaev, Yehoshua Y Zeevi, Cortica Ltd filed Critical Igal Raichelgauz
Priority to IL185414A priority patent/IL185414D0/en
Publication of IL185414D0 publication Critical patent/IL185414D0/en
Priority claimed from US12/195,863 external-priority patent/US8326775B2/en
Priority claimed from US12/434,221 external-priority patent/US8112376B2/en
Priority claimed from US12/507,489 external-priority patent/US8386400B2/en
Priority claimed from US12/538,495 external-priority patent/US8312031B2/en
Priority claimed from US12/603,123 external-priority patent/US8266185B2/en
Priority claimed from US12/822,005 external-priority patent/US8818916B2/en
Priority claimed from US13/624,397 external-priority patent/US9191626B2/en
Priority claimed from US13/685,182 external-priority patent/US9235557B2/en
Priority claimed from US13/766,463 external-priority patent/US9031999B2/en
Priority claimed from US13/770,603 external-priority patent/US20130191323A1/en
Priority claimed from US13/773,112 external-priority patent/US20130191368A1/en
Priority claimed from US13/773,118 external-priority patent/US9087049B2/en
Priority claimed from US13/856,201 external-priority patent/US20130227023A1/en
Priority claimed from US13/874,115 external-priority patent/US9218606B2/en
Priority claimed from US13/874,195 external-priority patent/US9286623B2/en
Priority claimed from US14/013,740 external-priority patent/US9256668B2/en
Priority claimed from US14/013,636 external-priority patent/US9372940B2/en
Priority claimed from US14/043,230 external-priority patent/US9529984B2/en
Priority claimed from US14/050,991 external-priority patent/US10380267B2/en
Priority claimed from US14/087,800 external-priority patent/US10180942B2/en
Priority claimed from US14/096,865 external-priority patent/US20140093844A1/en
Priority claimed from US14/096,802 external-priority patent/US9489431B2/en
Priority claimed from US14/096,901 external-priority patent/US9639532B2/en
Priority claimed from US14/167,388 external-priority patent/US9330189B2/en
Priority claimed from US14/168,811 external-priority patent/US20140149893A1/en
Priority claimed from US14/171,158 external-priority patent/US20140156628A1/en
Priority claimed from US14/198,154 external-priority patent/US9646005B2/en
Priority claimed from US14/198,178 external-priority patent/US20140188786A1/en
Priority claimed from US14/203,047 external-priority patent/US10380164B2/en
Priority claimed from US14/209,448 external-priority patent/US10372746B2/en
Priority claimed from US14/212,213 external-priority patent/US20140200971A1/en
Priority claimed from US14/224,923 external-priority patent/US20140207778A1/en
Priority claimed from US14/267,990 external-priority patent/US20140258328A1/en
Priority claimed from US14/280,928 external-priority patent/US20140258219A1/en
Priority claimed from US14/302,487 external-priority patent/US9953032B2/en
Priority claimed from US14/302,495 external-priority patent/US9477658B2/en
Priority claimed from US14/314,567 external-priority patent/US9747420B2/en
Priority claimed from US14/314,579 external-priority patent/US20140310825A1/en
Priority claimed from US14/499,795 external-priority patent/US20150019586A1/en
Priority claimed from US14/509,552 external-priority patent/US20150026177A1/en
Priority claimed from US14/509,543 external-priority patent/US9396435B2/en
Priority claimed from US14/530,913 external-priority patent/US9558449B2/en
Priority claimed from US14/530,918 external-priority patent/US9767143B2/en
Priority claimed from US14/596,605 external-priority patent/US20150128024A1/en
Priority claimed from US14/596,553 external-priority patent/US20150125833A1/en
Priority claimed from US14/597,324 external-priority patent/US20150128025A1/en
Priority claimed from US14/608,880 external-priority patent/US20150139569A1/en
Priority claimed from US14/619,767 external-priority patent/US9384196B2/en
Priority claimed from US14/621,653 external-priority patent/US9466068B2/en
Priority claimed from US14/621,661 external-priority patent/US10380623B2/en
Priority claimed from US14/621,643 external-priority patent/US20150161243A1/en
Priority claimed from US14/638,210 external-priority patent/US20150199336A1/en
Priority claimed from US14/638,176 external-priority patent/US20150199355A1/en
Priority claimed from US14/700,809 external-priority patent/US20150235142A1/en
Priority claimed from US14/700,801 external-priority patent/US20150234851A1/en
Priority claimed from US14/811,201 external-priority patent/US20150332342A1/en
Priority claimed from US14/811,209 external-priority patent/US10387914B2/en
Priority claimed from US14/811,227 external-priority patent/US20150331949A1/en
Priority claimed from US14/811,219 external-priority patent/US20150332154A1/en
Priority claimed from US14/811,185 external-priority patent/US20150331859A1/en
Priority claimed from US14/836,254 external-priority patent/US20150379751A1/en
Priority claimed from US14/836,249 external-priority patent/US20150371091A1/en
Priority claimed from US14/962,532 external-priority patent/US20160085733A1/en
Priority claimed from US14/994,435 external-priority patent/US10191976B2/en
Priority claimed from US15/084,083 external-priority patent/US9646006B2/en
Priority claimed from US15/206,792 external-priority patent/US20160321256A1/en
Priority claimed from US15/206,711 external-priority patent/US20160342593A1/en
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Priority claimed from US15/252,790 external-priority patent/US20160371890A1/en
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Priority claimed from US15/265,117 external-priority patent/US20170004656A1/en
Priority claimed from US15/296,551 external-priority patent/US20170046343A1/en
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Priority claimed from US15/419,567 external-priority patent/US20170142182A1/en
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Priority claimed from US15/608,493 external-priority patent/US20170262438A1/en
Priority claimed from US15/611,019 external-priority patent/US20170270107A1/en
Priority claimed from US15/612,643 external-priority patent/US20170270194A1/en
Priority claimed from US15/613,819 external-priority patent/US20170270109A1/en
Priority claimed from US15/614,982 external-priority patent/US20170270110A1/en
Priority claimed from US15/625,187 external-priority patent/US20170286432A1/en
Priority claimed from US15/628,171 external-priority patent/US20170286433A1/en
Priority claimed from US15/628,178 external-priority patent/US20170286434A1/en
Priority claimed from US15/637,674 external-priority patent/US20170300486A1/en
Priority claimed from US15/641,830 external-priority patent/US20170300498A1/en
Priority claimed from US15/647,888 external-priority patent/US20170315994A1/en
Priority claimed from US15/667,188 external-priority patent/US20180018337A1/en
Priority claimed from US15/677,496 external-priority patent/US20180060436A1/en
Priority claimed from US15/684,377 external-priority patent/US20180039626A1/en
Priority claimed from US15/695,665 external-priority patent/US20180121462A1/en
Priority claimed from US15/698,317 external-priority patent/US20170371893A1/en
Priority claimed from US15/700,893 external-priority patent/US20180121463A1/en
Priority claimed from US15/722,608 external-priority patent/US20180025020A1/en
Priority claimed from US15/722,602 external-priority patent/US10430386B2/en
Priority claimed from US15/802,890 external-priority patent/US20180157675A1/en
Priority claimed from US15/808,292 external-priority patent/US20180157666A1/en
Priority claimed from US15/810,532 external-priority patent/US20180157667A1/en
Priority claimed from US15/813,453 external-priority patent/US20180137126A1/en
Priority claimed from US15/818,081 external-priority patent/US20180137127A1/en
Priority claimed from US15/820,731 external-priority patent/US20180150467A1/en
Priority claimed from US15/827,311 external-priority patent/US20180157652A1/en
Priority claimed from US15/834,937 external-priority patent/US20180157668A1/en
Priority claimed from US15/858,331 external-priority patent/US20180246885A1/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • G06K9/00711Recognising video content, e.g. extracting audiovisual features from movies, extracting representative key-frames, discriminating news vs. sport content
    • G06K9/00718Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/60Information retrieval; Database structures therefor; File system structures therefor of audio data
    • G06F16/68Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/683Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • G06F16/685Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using automatically derived transcript of audio data, e.g. lyrics
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/78Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/783Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • G06F16/7844Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using original textual content or text extracted from visual content or transcript of audio data
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/78Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/783Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • G06F16/7847Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using low-level visual features of the video content

Abstract

Content-based clustering, recognition, classification and search of high volumes of multimedia data in real-time. The invention is dedicated to real¬ time fast generation of signatures (4) to high-volume of multimedia content- segments, based on relevant audio and visual signals (2), and to scalable matching (9) of signatures (4) of high-volume database (8) of content-segments' signatures (7). The invention can be implemented in any applications which involve large-scale content-based clustering, recognition and classification of multimedia data, such as, content-tracking, video filtering, multimedia taxonomy generation, video fingerprinting, speech-to-text, audio classification, object recognition, video search and any other application requiring content-based signatures generation and matching for large content volumes such as, web and other large-scale databases.
IL185414A 2005-10-26 2007-08-21 Large-scale matching system and method for multimedia deep-content-classification IL185414D0 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
IL17157705 2005-10-26
IL17340906A IL173409D0 (en) 2006-01-29 2006-01-29 Fast string - matching and regular - expressions identification by natural liquid architectures (nla)
PCT/IL2006/001235 WO2007049282A2 (en) 2005-10-26 2006-10-26 A computing device, a system and a method for parallel processing of data streams
IL185414A IL185414D0 (en) 2005-10-26 2007-08-21 Large-scale matching system and method for multimedia deep-content-classification

Applications Claiming Priority (147)

Application Number Priority Date Filing Date Title
IL185414A IL185414D0 (en) 2005-10-26 2007-08-21 Large-scale matching system and method for multimedia deep-content-classification
GB1001219.3A GB2463836B (en) 2007-08-21 2008-08-21 Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
PCT/US2008/073852 WO2009026433A1 (en) 2007-08-21 2008-08-21 Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US12/195,863 US8326775B2 (en) 2005-10-26 2008-08-21 Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US12/348,888 US9798795B2 (en) 2005-10-26 2009-01-05 Methods for identifying relevant metadata for multimedia data of a large-scale matching system
US12/434,221 US8112376B2 (en) 2005-10-26 2009-05-01 Signature based system and methods for generation of personalized multimedia channels
US12/507,489 US8386400B2 (en) 2005-10-26 2009-07-22 Unsupervised clustering of multimedia data using a large-scale matching system
US12/538,495 US8312031B2 (en) 2005-10-26 2009-08-10 System and method for generation of complex signatures for multimedia data content
US12/603,123 US8266185B2 (en) 2005-10-26 2009-10-21 System and methods thereof for generation of searchable structures respective of multimedia data content
US12/822,005 US8818916B2 (en) 2005-10-26 2010-06-23 System and method for linking multimedia data elements to web pages
US13/344,400 US8959037B2 (en) 2005-10-26 2012-01-05 Signature based system and methods for generation of personalized multimedia channels
US13/602,858 US8868619B2 (en) 2005-10-26 2012-09-04 System and methods thereof for generation of searchable structures respective of multimedia data content
US13/624,397 US9191626B2 (en) 2005-10-26 2012-09-21 System and methods thereof for visual analysis of an image on a web-page and matching an advertisement thereto
US13/668,557 US8880539B2 (en) 2005-10-26 2012-11-05 System and method for generation of signatures for multimedia data elements
US13/668,559 US8880566B2 (en) 2005-10-26 2012-11-05 Assembler and method thereof for generating a complex signature of an input multimedia data element
US13/682,132 US8990125B2 (en) 2005-10-26 2012-11-20 Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US13/685,182 US9235557B2 (en) 2005-10-26 2012-11-26 System and method thereof for dynamically associating a link to an information resource with a multimedia content displayed in a web-page
US13/731,921 US8799196B2 (en) 2005-10-26 2012-12-31 Method for reducing an amount of storage required for maintaining large-scale collection of multimedia data elements by unsupervised clustering of multimedia data elements
US13/731,906 US8799195B2 (en) 2005-10-26 2012-12-31 Method for unsupervised clustering of multimedia data using a large-scale matching system
US13/766,463 US9031999B2 (en) 2005-10-26 2013-02-13 System and methods for generation of a concept based database
US13/770,603 US20130191323A1 (en) 2005-10-26 2013-02-19 System and method for identifying the context of multimedia content elements displayed in a web-page
US13/773,118 US9087049B2 (en) 2005-10-26 2013-02-21 System and method for context translation of natural language
US13/773,112 US20130191368A1 (en) 2005-10-26 2013-02-21 System and method for using multimedia content as search queries
US13/856,201 US20130227023A1 (en) 2005-10-26 2013-04-03 System and method for profiling users interest based on multimedia content analysis
US13/874,115 US9218606B2 (en) 2005-10-26 2013-04-30 System and method for brand monitoring and trend analysis based on deep-content-classification
US13/874,195 US9286623B2 (en) 2005-10-26 2013-04-30 Method for determining an area within a multimedia content element over which an advertisement can be displayed
US14/013,740 US9256668B2 (en) 2005-10-26 2013-08-29 System and method of detecting common patterns within unstructured data elements retrieved from big data sources
US14/013,636 US9372940B2 (en) 2005-10-26 2013-08-29 Apparatus and method for determining user attention using a deep-content-classification (DCC) system
US14/043,230 US9529984B2 (en) 2005-10-26 2013-10-01 System and method for verification of user identification based on multimedia content elements
US14/050,991 US10380267B2 (en) 2005-10-26 2013-10-10 System and method for tagging multimedia content elements
US14/087,800 US10180942B2 (en) 2005-10-26 2013-11-22 System and method for generation of concept structures based on sub-concepts
US14/096,865 US20140093844A1 (en) 2005-10-26 2013-12-04 Method for identification of food ingredients in multimedia content
US14/096,802 US9489431B2 (en) 2005-10-26 2013-12-04 System and method for distributed search-by-content
US14/096,901 US9639532B2 (en) 2005-10-26 2013-12-04 Context-based analysis of multimedia content items using signatures of multimedia elements and matching concepts
US14/167,388 US9330189B2 (en) 2005-10-26 2014-01-29 System and method for capturing a multimedia content item by a mobile device and matching sequentially relevant content to the multimedia content item
US14/168,811 US20140149893A1 (en) 2005-10-26 2014-01-30 System and method for visual analysis of on-image gestures
US14/171,158 US20140156628A1 (en) 2005-10-26 2014-02-03 System and method for determination of causality based on big data analysis
US14/198,178 US20140188786A1 (en) 2005-10-26 2014-03-05 System and method for identifying the context of multimedia content elements displayed in a web-page and providing contextual filters respective thereto
US14/198,154 US9646005B2 (en) 2005-10-26 2014-03-05 System and method for creating a database of multimedia content elements assigned to users
US14/203,047 US10380164B2 (en) 2005-10-26 2014-03-10 System and method for using on-image gestures and multimedia content elements as search queries
US14/209,448 US10372746B2 (en) 2005-10-26 2014-03-13 System and method for searching applications using multimedia content elements
US14/212,213 US20140200971A1 (en) 2005-10-26 2014-03-14 System and method for matching informative content to a multimedia content element based on concept recognition of the multimedia content
US14/224,923 US20140207778A1 (en) 2005-10-26 2014-03-25 System and methods thereof for generation of taxonomies based on an analysis of multimedia content elements
US14/267,990 US20140258328A1 (en) 2005-10-26 2014-05-02 System and method for visual determination of the correlation between a multimedia content element and a plurality of keywords
US14/280,928 US20140258219A1 (en) 2007-08-21 2014-05-19 System and method for providing recommendations to users based on their respective profiles
US14/302,487 US9953032B2 (en) 2005-10-26 2014-06-12 System and method for characterization of multimedia content signals using cores of a natural liquid architecture system
US14/302,495 US9477658B2 (en) 2005-10-26 2014-06-12 Systems and method for speech to speech translation using cores of a natural liquid architecture system
US14/314,579 US20140310825A1 (en) 2006-10-26 2014-06-25 System and method for identification of inappropriate multimedia content
US14/314,567 US9747420B2 (en) 2005-10-26 2014-06-25 System and method for diagnosing a patient based on an analysis of multimedia content
US14/321,231 US20140324840A1 (en) 2005-10-26 2014-07-01 System and method for linking multimedia data elements to web pages
US14/334,903 US9104747B2 (en) 2005-10-26 2014-07-18 System and method for signature-based unsupervised clustering of data elements
US14/334,908 US9009086B2 (en) 2005-10-26 2014-07-18 Method for unsupervised clustering of multimedia data using a large-scale matching system
US14/499,795 US20150019586A1 (en) 2005-10-26 2014-09-29 System and method for sharing tagged multimedia content elements
US14/509,552 US20150026177A1 (en) 2005-10-26 2014-10-08 System and method for identifying the context of multimedia content elements
US14/509,543 US9396435B2 (en) 2005-10-26 2014-10-08 System and method for identification of deviations from periodic behavior patterns in multimedia content
US14/509,558 US9575969B2 (en) 2005-10-26 2014-10-08 Systems and methods for generation of searchable structures respective of multimedia data content
US14/513,863 US20150032781A1 (en) 2005-10-26 2014-10-14 System and method for generation of signatures for multimedia data elements
US14/530,913 US9558449B2 (en) 2005-10-26 2014-11-03 System and method for identifying a target area in a multimedia content element
US14/530,970 US9449001B2 (en) 2005-10-26 2014-11-03 System and method for generation of signatures for multimedia data elements
US14/530,918 US9767143B2 (en) 2005-10-26 2014-11-03 System and method for caching of concept structures
US14/596,553 US20150125833A1 (en) 2005-10-26 2015-01-14 Method and system for tracking user activities respective of a recipe and multimedia segments captured by a user device
US14/596,605 US20150128024A1 (en) 2005-10-26 2015-01-14 System and method for matching content to multimedia content respective of analysis of user variables
US14/597,324 US20150128025A1 (en) 2005-10-26 2015-01-15 Method and system for customizing multimedia content of webpages
US14/608,880 US20150139569A1 (en) 2005-10-26 2015-01-29 Method and system for determining the dimensions of an object shown in a multimedia content item
US14/619,767 US9384196B2 (en) 2005-10-26 2015-02-11 Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US14/620,863 US9292519B2 (en) 2005-10-26 2015-02-12 Signature-based system and method for generation of personalized multimedia channels
US14/621,653 US9466068B2 (en) 2005-10-26 2015-02-13 System and method for determining a pupillary response to a multimedia data element
US14/621,661 US10380623B2 (en) 2005-10-26 2015-02-13 System and method for generating an advertisement effectiveness performance score
US14/621,643 US20150161243A1 (en) 2005-10-26 2015-02-13 System and method for generating signatures to three-dimensional multimedia data elements
US14/638,210 US20150199336A1 (en) 2005-10-26 2015-03-04 System and method for recognizing characters in multimedia content
US14/638,176 US20150199355A1 (en) 2005-10-26 2015-03-04 System and method for identifying a correct orientation of a multimedia content item
US14/643,694 US9672217B2 (en) 2005-10-26 2015-03-10 System and methods for generation of a concept based database
US14/700,809 US20150235142A1 (en) 2005-10-26 2015-04-30 System and method for identification of multimedia content elements
US14/700,801 US20150234851A1 (en) 2005-10-26 2015-04-30 System and method for concepts caching using a deep-content-classification (dcc) system
US14/811,185 US20150331859A1 (en) 2005-10-26 2015-07-28 Method and system for providing multimedia content to users based on textual phrases
US14/811,209 US10387914B2 (en) 2005-10-26 2015-07-28 Method for identification of multimedia content elements and adding advertising content respective thereof
US14/811,227 US20150331949A1 (en) 2005-10-26 2015-07-28 System and method for determining current preferences of a user of a user device
US14/811,219 US20150332154A1 (en) 2005-10-26 2015-07-28 System and method for identifying social trends
US14/811,201 US20150332342A1 (en) 2005-10-26 2015-07-28 System and method for providing content items to users respective of products or services
US14/836,254 US20150379751A1 (en) 2005-10-26 2015-08-26 System and method for embedding codes in mutlimedia content elements
US14/836,249 US20150371091A1 (en) 2005-10-26 2015-08-26 System and method for identifying a clothing artifact
US14/856,981 US9652785B2 (en) 2005-10-26 2015-09-17 System and method for matching advertisements to multimedia content elements
US14/955,788 US9792620B2 (en) 2005-10-26 2015-12-01 System and method for brand monitoring and trend analysis based on deep-content-classification
US14/962,532 US20160085733A1 (en) 2005-10-26 2015-12-08 System and method thereof for dynamically associating a link to an information resource with a multimedia content displayed in a web-page
US14/994,435 US10191976B2 (en) 2005-10-26 2016-01-13 System and method of detecting common patterns within unstructured data elements retrieved from big data sources
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