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Determination of content score

  • US 10,325,033 B2
  • Filed: 10/28/2016
  • Issued: 06/18/2019
  • Est. Priority Date: 10/28/2016
  • Status: Active Grant
First Claim
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1. A computer-implemented method of determining a content score of one or more resource contents, the computer-implemented method comprising:

  • a) receiving in a processor from a user the one or more resource contents and one or more main topics, wherein the one or more resource contents are contents of webpages which are completed or partially completed;

    b) automatically with the processor determining an overall content score value of the one or more resource contents in real-time while the user is creating or editing the one or more resource contents by;

    i) determining individual content score values which include a quantity score value and a language content score value,ii) determining weighted individual content score values by weighting the individual content score values, andiii) summing the weighted individual content score values;

    c) automatically with the processor determining instructions to improve the overall content score value;

    d) outputting the overall content score value and presenting to the user in a form of a document or a webpage;

    e) outputting the instructions as textual instructions, graphical instructions, or both;

    f) editing the one or more resource contents by the user based on the instructions to increase the overall content score value of the one or more resource contents so that one or more webpages become more relevant according to the one or more main topics and will be ranked higher by one or more search engines;

    wherein determining the quantity score value includes;

    i) calculating a length ratio by dividing a length of the one or more resource contents by a target length value; and

    ii) applying a function to the length ratio so that values of the length ratio which are greater than 0 and less than 0.5 are amplified and the values of the length ratio which are greater than 0.5 are attenuated, wherein the function is a smooth and strictly monotonically increasing function; and

    wherein the language content score value is determined by automatically determining a language of the one or more resource contents, and wherein the determining of the language content score value includes;

    i) calculating two or more of the following;

    a weighted word distribution score value, a weighted unigram score value, a weighted bigram score value, and a weighted punctuation score value; and

    ii) averaging or multiplying at least two of the following;

    the weighted word distribution score value, the weighted unigram score value, the weighted bigram score value, and the weighted punctuation score value.

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