TextRank algorithm

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
graph-based ranking algorithm
gptkbp:category unsupervised learning
extractive summarization
gptkbp:field information retrieval
natural language processing
https://www.w3.org/2000/01/rdf-schema#label TextRank algorithm
gptkbp:input gptkb:text
gptkbp:inspiredBy gptkb:PageRank_algorithm
gptkbp:introduced gptkb:Rada_Mihalcea
gptkbp:introducedIn 2004
gptkbp:method applies iterative ranking
constructs graph of text units
gptkbp:openSource true
gptkbp:output ranked sentences
ranked words
gptkbp:programmingLanguage true
gptkbp:relatedTo gptkb:LexRank_algorithm
gptkb:PageRank_algorithm
gptkbp:usedFor text summarization
keyword extraction
gptkbp:bfsParent gptkb:LexRank_algorithm
gptkbp:bfsLayer 7