Monte-Carlo approach to computing value of information

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United States of America Patent

PATENT NO 9870532
SERIAL NO

15156307

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Abstract

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The subject disclosure is directed towards the use of Monte Carlo (MC) procedures for computing the value of information (VOI), including with long evidential sequences. An MC-VOI algorithm is used to output a decision as to balancing the value and costs of collecting information in advance of taking action by running prediction model-based simulations to determine execution paths through possible states, and processing the results of the simulations/paths taken into a final decision.

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Patent Owner(s)

Patent OwnerAddress
MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

International Classification(s)

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  • 2016 Application Filing Year
  • G06N Class
  • 4474 Applications Filed
  • 2715 Patents Issued To-Date
  • 60.69 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances20162017201820192020202120222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Eden, Semiha E Kamar Kirkland, US 6 53
Horvitz, Eric J Kirkland, US 319 25867

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  • 1 Citation Count
  • G06N Class
  • 26.34 % this patent is cited more than
  • 7 Age
Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges541221792101 - 1011 - 2021 - 3031 - 4041 - 500102030405060708090100110120130

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