Evaluation of text summaries without human references based on the linear optimization of content metrics using a genetic algorithm.
Jonathan Rojas SimónYulia LedenevaRené Arnulfo García-HernándezPublished in: Expert Syst. Appl. (2021)
Keyphrases
- genetic algorithm
- optimization method
- evaluation methods
- evaluation metrics
- text content
- evaluation methodology
- text mining
- web documents
- textual content
- global optimization
- human judgments
- real coded
- document content
- text summarization
- evaluation criteria
- text information
- scientific papers
- text retrieval
- quadratic programming
- semantic content
- immune genetic algorithm
- evaluation measures
- fitness function
- optimization algorithm
- keywords
- multi population
- cross media
- video summaries
- information retrieval
- evolution strategy
- constrained optimization
- metadata
- evaluation method
- multimedia
- semantic information
- optimization problems
- cross references
- extractive summarization
- neural network
- multi objective
- simulated annealing
- differential evolution
- quality assessment
- semidefinite
- multimedia documents
- textual information