Changes between Initial Version and Version 1 of en/TextCharacteristics


Ignore:
Timestamp:
Jun 5, 2014, 2:25:45 PM (7 years ago)
Author:
xkocinc
Comment:

--

Legend:

Unmodified
Added
Removed
Modified
  • en/TextCharacteristics

    v1 v1  
     1= Text Characteristics =
     2
     3== Keyword extraction ==
     4
     5[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/example.png)]]
     6
     7'''Definition'''
     8Words used to characterise the contents of a document.
     9
     10'''Method'''
     11Select words that appear with statistically unusual frequency in a text
     12
     13'''Applications'''
     14 * Text classification (topic, spam)
     15 * Search Engine Optimisation (SEO)
     16 * Text filtering (job advertising, RSS)
     17 * Text summarization
     18 * Text clustering and reorganization
     19
     20[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/seo.png)]]
     21
     22
     23== Communication Pattern Analysis ==
     24
     25[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/.png)]]
     26
     27
     28'''Motivation'''
     29 * Analysis of personality traits using author’s verbal style
     30 * Optimize communication strategies
     31 * Behaviour prediction
     32
     33[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/applications.png)]]
     34
     35
     36== Author’s traits ==
     37
     38[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/.png)]]
     39
     40
     41== Problem Definition ==
     42
     43[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/auth_ver.png)]]
     44
     45[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/auth_att.png)]]
     46
     47[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/auth_clu.png)]]
     48
     49
     50== Author Writeprint/Stylom ==
     51
     52[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/collection.png)]]
     53
     54
     55== Authorship Verification ==
     56
     57[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/stylometry.png)]]
     58
     59
     60== Machine learning approach ==
     61
     62[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/simML.png)]]
     63
     64== Accuracy ==
     65
     66[[Image(/trac/research/raw-attachment/wiki/en/TextCharacteristics/.png)]]
     67
     68
     69== Conclusions ==
     70
     71''' Keyword Extraction '''
     72A Brief representation of the content of a document.
     73
     74''' Communication Pattern Analysis '''
     75An analysis of personality traits.
     76
     77''' Authorship Recognition '''
     78An uncovering authorship of anonymous texts.
     79
     80
     81
     82
     83
     84
     85
     86
     87
     88
     89
     90
     91