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TaxoFolk / Ching-Chieh Kiu in Knowledge management research and practice, Vol. 8 N° 1 (Mars 2010) 

Public ISBD [article]  in Knowledge management research and practice > Vol. 8 N° 1 (Mars 2010) . - pp. 24-32 Titre : TaxoFolk : A hybrid taxonomy–folksonomy classification for enhanced knowledge navigation Type de document : texte imprimé Auteurs : Ching-Chieh Kiu, Auteur ; Eric Tsui, Auteur Année de publication : 2011 Article en page(s) : pp. 24-32 Note générale : Management Langues : Anglais (eng) Mots-clés : Knowledge  navigation  Folksonomy  Taxonomy  Taxonomy-folksonomy  integration  Collaborative  tagging Index. décimale : 658 Organisation des entreprises. Techniques du commerce Résumé : Taxonomy is widely used in many of the website and directory navigation schemes for content/knowledge retrieval. However, information or content navigation support through taxonomy is often constrained due to its inability to take into account the full nomenclature and cultural nuances of knowledge seekers. The emergence and increasing adoption of collaborative tagging (social bookmarking) tools have provided lightweight and informal conceptual structures called folksonomies for knowledge retrieval. As for folksonomies, they reflect the vocabulary of the users. Hence, integrating folksonomies into a taxonomy combines the best of the two schemes as the resultant structure enhances taxonomy navigation with personsalisation for knowledge search and retrieval. This paper presents TaxoFolk, an algorithm for deriving hybrid taxonomy-folksonomy classification for enhanced knowledge navigation. The algorithm integrates folksonomy with a taxonomy through several unsupervised data mining techniques with augmented heuristics. DEWEY : 658 ISSN : 1477-8238 En ligne : http://www.palgrave-journals.com/kmrp/journal/v8/n1/index.html [article] TaxoFolk : A hybrid taxonomy–folksonomy classification for enhanced knowledge navigation [texte imprimé] / Ching-Chieh Kiu, Auteur ; Eric Tsui, Auteur . - 2011 . - pp. 24-32. Management Langues : Anglais (eng) in Knowledge management research and practice > Vol. 8 N° 1 (Mars 2010) . - pp. 24-32 Mots-clés : Knowledge  navigation  Folksonomy  Taxonomy  Taxonomy-folksonomy  integration  Collaborative  tagging Index. décimale : 658 Organisation des entreprises. Techniques du commerce Résumé : Taxonomy is widely used in many of the website and directory navigation schemes for content/knowledge retrieval. However, information or content navigation support through taxonomy is often constrained due to its inability to take into account the full nomenclature and cultural nuances of knowledge seekers. The emergence and increasing adoption of collaborative tagging (social bookmarking) tools have provided lightweight and informal conceptual structures called folksonomies for knowledge retrieval. As for folksonomies, they reflect the vocabulary of the users. Hence, integrating folksonomies into a taxonomy combines the best of the two schemes as the resultant structure enhances taxonomy navigation with personsalisation for knowledge search and retrieval. This paper presents TaxoFolk, an algorithm for deriving hybrid taxonomy-folksonomy classification for enhanced knowledge navigation. The algorithm integrates folksonomy with a taxonomy through several unsupervised data mining techniques with augmented heuristics. DEWEY : 658 ISSN : 1477-8238 En ligne : http://www.palgrave-journals.com/kmrp/journal/v8/n1/index.html