{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T18:01:25Z","timestamp":1754157685558,"version":"3.41.2"},"reference-count":9,"publisher":"Emerald","issue":"5","license":[{"start":{"date-parts":[[2005,10,1]],"date-time":"2005-10-01T00:00:00Z","timestamp":1128124800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005,10,1]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-heading\">Purpose<\/jats:title><jats:p><jats:italic>This paper presents a framework for ontology evolution tailored to Digital Libraries, which makes use of two different sources for change detection and propagation, the usage of ontologies by users and the changes of available data.<\/jats:italic><\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title><jats:p><jats:italic>After presenting the logical architecture of the evolution framework, we first illustrate how to deal with usage\u2010driven changes, that is changes derived from the actual usage of ontologies. Second, we describe the generation of data\u2010driven ontology changes based on the constant flow of documents coming into digital libraries.<\/jats:italic><\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Findings<\/jats:title><jats:p><jats:italic>The proposed framework for ontology ontology evolution, which is currently applied and evaluated in the case studies, significantly reduces the costs of ontology updates and improves the quality of the ontology with respect to the users' requirements.<\/jats:italic><\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Practical implications<\/jats:title><jats:p><jats:italic>The management of dynamic knowledge is crucial for many knowledge management applications. Our approach for usage\u2010driven and data\u2010driven change discovery not only assures the consistency of ontologies modeling dynamic knowledge, but also reduces the burden of manual ontology engineering.<\/jats:italic><\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title><jats:p><jats:italic>This paper presents the first approach towards a common framework for ontology evolution based on usage\u2010driven and data\u2010driven change discovery.<\/jats:italic><\/jats:p><\/jats:sec>","DOI":"10.1108\/13673270510622483","type":"journal-article","created":{"date-parts":[[2007,1,15]],"date-time":"2007-01-15T19:29:34Z","timestamp":1168889374000},"page":"97-107","source":"Crossref","is-referenced-by-count":8,"title":["Management of dynamic knowledge"],"prefix":"10.1108","volume":"9","author":[{"given":"Peter","family":"Haase","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Johanna","family":"V\u00f6lker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"York","family":"Sure","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","reference":[{"key":"key2022021220195685100_b1","doi-asserted-by":"crossref","unstructured":"Botafogo, R.A., Rivlin, E. and Shneiderman, B. (1992), \u201cStructural analysis of hypertexts: identifying hierarchies and useful metrics\u201d, ACM Trans. Inf. Syst., Vol. 10 No. 2, pp. 142\u201080.","DOI":"10.1145\/146802.146826"},{"key":"key2022021220195685100_b2","unstructured":"Cimiano, P. and V\u00f6lker, J. (2005), \u201cA framework for ontology learning and data\u2010driven change discovery\u201d, Proceedings of the 10th International Conference on Applications of Natural Language to Information Systems (NLDB 2005), Alicante, 15\u201017 June."},{"key":"key2022021220195685100_b3","unstructured":"Ehrig, M., Haase, P. and Stojanovic, N. (2004), \u201cSimilarity forontologies \u2013 a comprehensive framework\u201d, paper presented at the Workshop Enterprise Modelling andOntology: Ingredients for Interoperability (PAKM 2004), 2\u20103 December, Vienna."},{"key":"key2022021220195685100_b4","doi-asserted-by":"crossref","unstructured":"Haase, P., Hotho, A., Schmidt\u2010Thieme, L. and Sure, Y. (2005), \u201cCollaborative and usage\u2010driven evolution of personal ontologies\u201d, paper presented at the 2nd European Semantic Web Conference, Heraklion, Crete, 29 May\u20101 June.","DOI":"10.1007\/11431053_33"},{"key":"key2022021220195685100_b5","doi-asserted-by":"crossref","unstructured":"Kiger, J.I. (1984), \u201cThe depth\/breadth trade\u2010off in the design of menu\u2010driven user interfaces\u201d, International Journal of Man\u2010Machine Studies., Vol. 20 No. 2, pp. 201\u201013.","DOI":"10.1016\/S0020-7373(84)80018-8"},{"key":"key2022021220195685100_b6","unstructured":"M\u00e4dche, A. and Volz, R. (2001), \u201cThe ontology extraction and maintenance framework text\u2010to\u2010onto\u201d, Proceedings of the ICDM'01 Workshop on Integrating Data Mining and Knowledge Management, New Orleans, Louisiana, September 13."},{"key":"key2022021220195685100_b7","unstructured":"Stojanovic, L. (2004), \u201cMethods and tools for ontology evolution\u201d, PhD thesis, University of Karlsruhe, Karlsruhe."},{"key":"key2022021220195685100_b8","doi-asserted-by":"crossref","unstructured":"Stojanovic, L., M\u00e4dche, A., Motik, B. and Stojanovic, N. (2002) 2002, \u201cUser\u2010driven ontology evolution management\u201d, paper presented at the European Conference of Knowledge Engineering and Management (EKAW 2002), Siguenza.","DOI":"10.1007\/3-540-45810-7_27"},{"key":"key2022021220195685100_b9","doi-asserted-by":"crossref","unstructured":"Stojanovic, L., Stojanovic, N., Gonzalez, J. and Studer, R. (2003), \u201cOntomanager \u2013 a system for the usage\u2010based ontology management\u201d, paper presented at the ODBASE 2003 Conference, Catania, Sicily, 3\u20107 November.","DOI":"10.1007\/978-3-540-39964-3_54"}],"container-title":["Journal of Knowledge Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/13673270510622483\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/13673270510622483\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T00:10:56Z","timestamp":1753402256000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/jkm\/article\/9\/5\/97-107\/265719"}},"subtitle":[],"editor":[{"given":"John","family":"Davies","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2005,10,1]]},"references-count":9,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2005,10,1]]}},"alternative-id":["10.1108\/13673270510622483"],"URL":"https:\/\/doi.org\/10.1108\/13673270510622483","relation":{},"ISSN":["1367-3270"],"issn-type":[{"type":"print","value":"1367-3270"}],"subject":[],"published":{"date-parts":[[2005,10,1]]}}}