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Semantics-Empowered Understanding, Analysis and Mining of Nontraditional and Unstructured Data
 

Semantics-Empowered Understanding, Analysis and Mining of Nontraditional and Unstructured Data

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Amit Sheth, "Semantics-Empowered Understanding, Analysis and Mining of Nontraditional and Unstructured Data,"...

Amit Sheth, "Semantics-Empowered Understanding, Analysis and Mining of Nontraditional and Unstructured Data,"
WSU & AFRL Window-on-Science Seminar on Data Mining, August 05, 2009.
http://wiki.knoesis.org/index.php/Seminar_on_Data_Mining#Semantics_empowered_Understanding.2C_Analysis_and_Mining_of_Nontraditional_and_Unstructured_Data

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  • Microblogs are one of the most powerful ways of talking of CSD
  • Implicit social context created by people responding to other messages. In this example we are showing how the system can identify that its is Nariman and not Hareemane
  • In the scenario, what techniques and technlologies are being brought together? Semantic + Social Computing + Mobile Web
  • Users are shown two images along with labels. Labels gotten from GI or similar data source. Users add relationships. When 2 users agree, the labels are tagged with this relationship. Multiple relationships, using ML techniques, the system will learn .

Semantics-Empowered Understanding, Analysis and Mining of Nontraditional and Unstructured Data Semantics-Empowered Understanding, Analysis and Mining of Nontraditional and Unstructured Data Presentation Transcript