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Performance Enhancement of Hierarchical Document Signature: A Comprehensive Study

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dc.contributor.authorManna, Sukanya
dc.contributor.authorGedeon, Tamas (Tom)
dc.coverage.spatialTaipei Taiwan
dc.date.accessioned2015-12-10T22:21:03Z
dc.date.createdJune 27-30 2011
dc.date.issued2011
dc.date.updated2016-02-24T11:30:39Z
dc.description.abstractHierarchical Document Signature (HDS) has been successfully applied in document computing to find similarity between different pieces of text [1], [2], [3]; for example sentence-sentence similarity, sentence-phrase similarity. HDS is application specific, it is dependent on different features at different levels. This paper hence presents a comprehensive study of enhancement of the performance of HDS to find semantic sentence similarity by tuning some of its significant features. The experimental results support this and show the optimal conditions at which HDS performs similarly to humans.
dc.identifier.isbn9781424473151
dc.identifier.urihttp://hdl.handle.net/1885/52213
dc.publisherIEEE Communications Society
dc.relation.ispartofseriesIEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)
dc.sourceIEEE International Conference on Fuzzy Systems
dc.subjectKeywords: Application specific; Comprehensive studies; Fuzzy signatures; Hierarchical document; Optimal conditions; Performance enhancements; Sentence similarity; Word similarity; Fuzzy systems; Semantics; Hierarchical systems Fuzzy signature; Hierarchical Document Signature; sentence similarity; word similarity
dc.titlePerformance Enhancement of Hierarchical Document Signature: A Comprehensive Study
dc.typeConference paper
local.bibliographicCitation.startpage8
local.contributor.affiliationManna, Sukanya, College of Engineering and Computer Science, ANU
local.contributor.affiliationGedeon, Tamas (Tom), College of Engineering and Computer Science, ANU
local.contributor.authoruidManna, Sukanya, u4321410
local.contributor.authoruidGedeon, Tamas (Tom), u4088783
local.description.embargo2037-12-31
local.description.notesImported from ARIES
local.description.refereedYes
local.identifier.absfor080399 - Computer Software not elsewhere classified
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
local.identifier.ariespublicationu4963866xPUB241
local.identifier.doi10.1109/FUZZY.2011.6007657
local.identifier.scopusID2-s2.0-80053078805
local.type.statusPublished Version

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