More Related Content
Similar to 50 Ways to Makes Sense Of Natural Language
Similar to 50 Ways to Makes Sense Of Natural Language (20)
50 Ways to Makes Sense Of Natural Language
- 1. 50 ways to make
computers
understand
natural language
- 8. Statistical
Analysis
Keyword density, word
distribution, word/time
distribution
- 12. 4
Email Address
Pattern matching
/b[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+.[a-zA-Z]{2,4}b/
- 13. 5
Phone Numbers
Pattern matching
/b[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+.[a-zA-Z]{2,4}b/
- 14. 6
Postal Address
Pattern matching
detect postal code or town/city and work backwards
- 17. 9
Natural
Phenomenon
Semantic Tagging, Dictionary
- 19. 11
Topic
Classifier/Dictionary
- 20. 12
Quotes
Pattern Matching & Semantic
Tagging
- 23. 15
Sentiment
Classifier/Dictionary/Pattern
Matching
- 27. 19
Wealth
Dictionary/Classifier/Meta data
- 29. 21
Gender or
Dictionary (first names)
Classifier (guess from writing
style)
- 33. 25
Relationship
GraphsMeta
Semantic Tagging,
Data(Showing connections
between people mentioning each
other)
- 34. 26
Clustering
k-means clustering, hierarchical,
clustering, density clustering,
rsruby
- 35. 27
Influencial
People
Semantic Tagging, Statistical
Analysis
- 41. 33
Active Time
Meta Data, Statistical Analysis
- 42. 34
Generosity
(Through citation e.g. RT) Pattern
Match, Semantic Tagging
- 43. 35
Similarity
Statistical Analysis: cosine
similarity, vector space model
- 49. 41
Favourite
Shopping times
Semantic Tagging or Dictionary +
Sentiment Analysis + Frequency
Analysis
Editor's Notes
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n
- \n