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.