DC FieldValueLanguage
dc.contributor.authorTriantafyllou, Ioannis-
dc.contributor.authorGiannakopoulos, Georgios-
dc.contributor.authorDendrinos, Markos-
dc.contributor.authorZervos, Spiros-
dc.contributor.authorKoulouris, Alexandros-
dc.date.accessioned2023-10-12T09:48:02Z-
dc.date.available2023-10-12T09:48:02Z-
dc.date.issued2015-02-09-
dc.identifier.issn15517616-
dc.identifier.issn0094243X-
dc.identifier.other85063831010-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/226-
dc.description.abstractApplications of clustering and classification techniques can be proved very significant in both digital and physical (paper-based) libraries. The most essential application, document classification and clustering, is crucial for the content that is produced and maintained in digital libraries, repositories, databases, social media, blogs etc., based on various tags and ontology elements, transcending the traditional library-oriented classification schemes. Other applications with very useful and beneficial role in the new digital library environment involve document routing, summarization and query expansion. Paper-based libraries can benefit as well since classification combined with advanced material characterization techniques such as FTIR (Fourier Transform InfraRed spectroscopy) can be vital for the study and prevention of material deterioration. An improved two-level self-organizing clustering architecture is proposed in order to enhance the discrimination capacity of the learning space, prior to classification, yielding promising results when applied to the above mentioned library tasks.en_US
dc.language.isoenen_US
dc.publisherAIP Publishingen_US
dc.relation.ispartofAIP Conference Proceedingsen_US
dc.subjectFourier transform spectroscopyen_US
dc.subjectSelf assemblyen_US
dc.subjectLibrariesen_US
dc.titleSignificance of clustering and classification applications in digital and physical librariesen_US
dc.typeArticleen_US
dc.relation.conference4th International Conference on Integrated Information 5–8 September 2014 Madrid, Spainen_US
dc.identifier.doi10.1063/1.4907828en_US
dc.identifier.scopus2-s2.0-85063831010-
dc.relation.deptDepartment of Archival, Library and Information Studiesen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.relation.volume1644en_US
dc.relation.issue1en_US
dc.identifier.spage133en_US
dc.identifier.epage140en_US
dc.linkhttps://pubs.aip.org/aip/acp/article-abstract/1644/1/133/883096/Significance-of-clustering-and-classification?redirectedFrom=fulltexten_US
dc.collaborationUniversity of West Attica (UNIWA)en_US
dc.subject.fieldSocial Sciencesen_US
dc.publicationPeer Revieweden_US
dc.countryGreeceen_US
item.fulltextNo Fulltext-
item.grantfulltextnone-
item.openairetypeArticle-
item.languageiso639-1en-
item.cerifentitytypePublications-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
crisitem.author.deptDepartment of Archival, Library and Information Studies-
crisitem.author.deptDepartment of Archival, Library and Information Studies-
crisitem.author.deptDepartment of Archival, Library and Information Studies-
crisitem.author.deptDepartment of Archival, Library and Information Studies-
crisitem.author.deptDepartment of Archival, Library and Information Studies-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.orcid0000-0001-5273-0855-
crisitem.author.orcid0000-0002-1659-3504-
crisitem.author.orcid0000-0001-5675-3069-
crisitem.author.orcid0000-0003-1849-5999-
crisitem.author.orcid0000-0002-4011-2678-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
Appears in Collections:Articles / Άρθρα
CORE Recommender
Show simple item record

Page view(s)

69
checked on Nov 23, 2024

Google ScholarTM

Check

Altmetric

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.