Significance of clustering and classification applications in digital and physical libraries

dc.contributor.author	Triantafyllou, Ioannis	el
dc.contributor.author	Koulouris, Alexandros	en
dc.contributor.author	Zervos, Spiros	en
dc.contributor.author	Dendrinos, Markos N.	en
dc.contributor.author	Giannakopoulos, George A.	en
dc.contributor.author	Τριανταφύλλου, Ιωάννης	el
dc.contributor.author	Κουλούρης, Αλέξανδρος	el
dc.contributor.author	Ζερβός, Σπυρίδων Γ.	el
dc.contributor.author	Δενδρινός, Μάρκος	el
dc.contributor.author	Γιαννακόπουλος, Γεώργιος Α.	el
dc.date.accessioned	2016-06-29T10:59:38Z
dc.date.available	2016-06-29T10:59:38Z
dc.date.issued	2016-06-29
dc.identifier.uri	http://hdl.handle.net/11400/20105
dc.rights	Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	*
dc.subject	SOM
dc.subject	Digital Libraries
dc.subject	Summarization
dc.subject	Document Routing
dc.subject	Ontologies
dc.subject	Query Expansion
dc.subject	Paper-based Libraries
dc.subject	FTIR
dc.subject	Material Deterioration
dc.subject	Ψηφιακές βιβλιοθήκες
dc.subject	Σύνοψη
dc.subject	Έγγραφο δρομολόγησης
dc.subject	Οντολογίες
dc.subject	Επέκταση ερωτήματος
dc.subject	Έντυπες Βιβλιοθήκες
dc.subject	Αλλοίωση υλικού
dc.title	Significance of clustering and classification applications in digital and physical libraries	en
heal.type	conferenceItem
heal.classification	Libraries
heal.classification	classification
heal.classification	Document clustering
heal.classification	Βιβλιοθήκες
heal.classification	Ταξινόμηση
heal.classification	Ομαδοποίηση εγγράφων
heal.classificationURI	http://id.loc.gov/authorities/subjects/sh2002006394
heal.classificationURI	N/A-classification
heal.classificationURI	http://id.loc.gov/authorities/subjects/sh2007004888
heal.classificationURI	N/A-Βιβλιοθήκες
heal.classificationURI	N/A-Ταξινόμηση
heal.classificationURI	N/A-Ομαδοποίηση εγγράφων
heal.identifier.secondary	10.1063/1.4907828
heal.language	en
heal.access	free
heal.recordProvider	Τεχνολογικό Εκπαιδευτικό Ίδρυμα Αθήνας. Σχολή Διοίκησης και Οικονομίας. Τμήμα Βιβλιοθηκονομίας και Συστημάτων Πληροφόρησης	el
heal.publicationDate	2015
heal.bibliographicCitation	Triantafyllou, I., Koulouris, A., Zervos, S., Dendrinos, M., & Giannakopoulos, G. (2015). Significance of clustering and classification applications in digital and physical libraries. & D. Sakas, & D. Kyriaki-Manessi (Eds.), AIP Conference Proceedings, Proceedings of the 4thInternational Conference on Integrated Information (IC-ININFO 2014), Madrid, Spain, September 5-8, 2014, vol. 1644, pp. 133-140.	en
heal.abstract	Applications 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
heal.publisher	AIP Publishing	en
heal.fullTextAvailability	true
heal.conferenceName	4th International Conference on Integrated Information (IC-ININFO 2014)	en
heal.conferenceItemType	short paper