Prior art

To identify the most relevant prior art for US patent 9218574, I will refer to the "Cited by" section of the patent on Google Patents, as direct USPTO search results for patent citations are not easily aggregated in a simple search. The Google Patents page for US9218574B2 lists "Prior art documents" which are citations made against the patent during its examination.

Based on the information available for US9218574B2, here is an analysis of its prior art:

The Google Patents page for US9218574B2 lists "Prior art keywords" as "machine learning", "module", "results", "display", and "data". This indicates the broad areas of technology that were considered during the patent's examination.

While the provided text does not list specific prior art patents by their numbers directly, it mentions a publication:

• US20140358825A1
  • Full Citation: US20140358825A1.
  • Publication/Filing Date: Published on 2014-12-04. This is a publication of an earlier application, but no specific filing date for this publication is provided in the given snippet. The priority date for US9218574B2 itself is 2013-05-29, which is before the publication date of US20140358825A1.
  • Brief Description: The abstract and various sections of the US9218574B2 patent itself describe concepts that were also present in the prior art, such as an input module configured to receive user input for machine learning parameters, a display module to show machine learning results, and an update module to dynamically update displayed results in response to additional user input. This earlier publication likely describes similar systems and methods for user interfaces in machine learning.
  • Which claim(s) it potentially anticipates under 35 U.S.C. § 102: Without the full text of US20140358825A1 and the specific claims of US9218574B2, it is difficult to definitively state which claims it anticipates. However, given that US20140358825A1 is an "Other version" and was published before US9218574B2 was granted, it likely covers fundamental aspects of the user interface for machine learning described in US9218574B2. Claims related to:
    • An input module receiving user input for machine learning parameters.
    • A display module showing machine learning results based on identified parameters.
    • An update module dynamically updating displayed machine learning results based on additional user input.
    • Predetermining or pre-computing machine learning results.
    • Displaying predetermined machine learning results to multiple users.
      are all described in US9218574B2 and would likely be addressed by this related prior publication.