Text Characteristics
Keyword extraction
Definition Words used to characterise the contents of a document.
Method Select words that appear with statistically unusual frequency in a text
Applications
- Text classification (topic, spam)
- Search Engine Optimisation (SEO)
- Text filtering (job advertising, RSS)
- Text summarization
- Text clustering and reorganization
Communication Pattern Analysis
Motivation
- Analysis of personality traits using author’s verbal style
- Optimize communication strategies
- Behaviour prediction
Author’s traits
Problem Definition
Author Writeprint/Stylom
Authorship Verification
Machine learning approach
Accuracy
Conclusions
Keyword Extraction A Brief representation of the content of a document.
Communication Pattern Analysis An analysis of personality traits.
Authorship Recognition An uncovering authorship of anonymous texts.
Last modified 7 months ago
Last modified on Nov 12, 2024, 9:34:12 AM
Attachments (12)
- example.png (170.8 KB) - added by 11 years ago.
- seo.png (95.2 KB) - added by 11 years ago.
- text_characteristics.png (567.5 KB) - added by 11 years ago.
- applications.png (160.8 KB) - added by 11 years ago.
- vocabulary.png (136.8 KB) - added by 11 years ago.
- auth_ver.png (38.1 KB) - added by 11 years ago.
- auth_att.png (40.0 KB) - added by 11 years ago.
- auth_clus.png (55.0 KB) - added by 11 years ago.
- collection.png (120.1 KB) - added by 11 years ago.
- stylometry.png (196.1 KB) - added by 11 years ago.
- simML.png (152.5 KB) - added by 11 years ago.
- verification.png (203.1 KB) - added by 11 years ago.
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