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How Search Engines Use Machine Learning for Pattern Detection

Search engines use machine learning for pattern detection. While its impossible to explain in one short article how machine learning influences our lives, understanding the basics of machine learning can give you some insight into search algorithm updates, such as Googles Panda update. Correlation Between Variables To predict the outcome of future tests, scripts can use supervised learning on past outcomes to define a hypothetical prediction line. As the learning set grows the prediction becomes more certain.

Author: Publication Date: Crawl Date: Source: Topic: Contributor: Type: Language: Format:
December 01, 2011 December 04, 2011 Search Engine Watch via Google News Applications MachineLearning NewsFinder Text English HTML

Whitelist words:

  1. machin learn: 3 occurrences
  2. decis tree: 2 occurrences

Categorization (need >= 0.5 to match):

  1. AIOverview: 0.0215935
  2. Agents: 0.00587497
  3. Applications: 0.837035
  4. CognitiveScience: 0.0370303
  5. Education: 0.0157058
  6. Ethics: 0.0648091
  7. Games: 0.0556964
  8. History: 0.160831
  9. Interfaces: 0.0259509
  10. MachineLearning: 0.734578
  11. NaturalLanguage: 0.00204735
  12. Philosophy: 0.0125832
  13. Reasoning: 0.177978
  14. Representation: 0.00936581
  15. Robots: 0.000803699
  16. ScienceFiction: 0.00685639
  17. Speech: 0.00939284
  18. Systems: 0.0173201
  19. Vision: 0.0166955

Duplicates (threshold=0.17):

Transcript:

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Page last modified on December 05, 2011, at 12:00 AM