Changes between Initial Version and Version 1 of en/TextCharacteristics


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Timestamp:
Jun 5, 2014, 2:25:45 PM (10 years ago)
Author:
xkocinc
Comment:

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  • 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
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