{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T22:43:20Z","timestamp":1759963400795,"version":"3.41.2"},"reference-count":30,"publisher":"Emerald","issue":"1","license":[{"start":{"date-parts":[[2010,2,23]],"date-time":"2010-02-23T00:00:00Z","timestamp":1266883200000},"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":[[2010,2,23]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-heading\">Purpose<\/jats:title><jats:p>The purpose of this paper is to develop a general framework that incorporates collaborative social tagging with a novel ontology scheme conveying multiple perspectives.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Design\/methodology\/approach<\/jats:title><jats:p>This paper proposes a framework where multiple users tag the same object (an image in this case) and an ontology is extended based on these tags while being tolerant of different points of view. Both the tagging and the ontological models are intentionally designed to suit the multi\u2010perspective environment. The paper develops a method based on a set of rules that determine how to associate new concepts to predefined perspectives (in addition to determining relations to topics or other concepts as typically done in previous research) and how to insert and maintain multiple perspectives.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Findings<\/jats:title><jats:p>This case study experiment, with a set of selected annotated images, indicates the soundness of the proposed ontological model.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-heading\">Originality\/value<\/jats:title><jats:p>The proposed framework characterises the underlying processes for controlled collaborative development of a multi\u2010perspective ontology and its application to improve image annotation, searching and browsing. The significance of this research is that it focuses on exploring the impact of creating a constantly evolving ontology based on collaborative tagging. The paper is not aware of any other work that has attempted to devise such an environment and to study its dynamics.<\/jats:p><\/jats:sec>","DOI":"10.1108\/14684521011024173","type":"journal-article","created":{"date-parts":[[2010,2,20]],"date-time":"2010-02-20T07:05:04Z","timestamp":1266649504000},"page":"145-159","source":"Crossref","is-referenced-by-count":5,"title":["A generic framework for collaborative multi\u2010perspective ontology acquisition"],"prefix":"10.1108","volume":"34","author":[{"given":"Maayan","family":"Zhitomirsky\u2010Geffet","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Judit","family":"Bar\u2010Ilan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yitzchak","family":"Miller","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Snunith","family":"Shoham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","reference":[{"key":"key2022021520482573900_b1","unstructured":"ANSI\/NISO (2005), \u201cGuidelines for the construction, format, and management of monolingual thesauri\u201d, available at: www.niso.org\/kst\/reports\/standards\/ (accessed 1 November 2009)."},{"key":"key2022021520482573900_b2","doi-asserted-by":"crossref","unstructured":"Bindelli, S., Criscione, C., Curino, C.A., Drago, M.L., Eynard, D. and Orsi, G. (2008), \u201cImproving search and navigation by combining ontologies and social tags\u201d, Lecture Notes in Computer Science, Vol. 53 No. 33, pp. 76\u201085.","DOI":"10.1007\/978-3-540-88875-8_26"},{"key":"key2022021520482573900_b4","doi-asserted-by":"crossref","unstructured":"Christiaens, S. (2006), \u201cMetadata mechanisms: from ontology to folksonomy \u2026 and back\u201d, Lecture Notes in Computer Science, Vol. 4277, pp. 199\u2010207.","DOI":"10.1007\/11915034_43"},{"key":"key2022021520482573900_b3","unstructured":"Copeland, M.V. (2007), \u201cWeaving the Semantic Web\u201d, Business, Vol. 8 No. 6, pp. 88\u201093."},{"key":"key2022021520482573900_b5","doi-asserted-by":"crossref","unstructured":"Farquhar, A., Fikes, R. and Rice, J. (1997), \u201cThe Ontolingua Server: a tool for collaborative ontology construction\u201d, International Journal of Human\u2010Computer Studies, Vol. 46 No. 6, pp. 707\u201027.","DOI":"10.1006\/ijhc.1996.0121"},{"key":"key2022021520482573900_b6","doi-asserted-by":"crossref","unstructured":"Fellbaum, A. (1997), WordNet, available at: http:\/\/wordnet.princeton.edu\/ (accessed 1 November 2009).","DOI":"10.7551\/mitpress\/7287.001.0001"},{"key":"key2022021520482573900_b7","doi-asserted-by":"crossref","unstructured":"Gruber, T. (2008), \u201cCollective knowledge systems: where the Social Web meets the Semantic Web\u201d, Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 6 No. 1, pp. 4\u201013.","DOI":"10.1016\/j.websem.2007.11.011"},{"key":"key2022021520482573900_b8","doi-asserted-by":"crossref","unstructured":"Halpin, H., Robu, V. and Shepherd, H. (2007), \u201cThe complex dynamics of collaborative tagging\u201d, Proceedings of WWW\u20102007, ACM Press, New York, NY, pp. 211\u201020.","DOI":"10.1145\/1242572.1242602"},{"key":"key2022021520482573900_b9","doi-asserted-by":"crossref","unstructured":"Handschuh, S., Staab, S. and Maedche, A. (2001), \u201cCREAM \u2013 creating relational metadata with a component\u2010based, ontology\u2010driven annotation framework\u201d, Proceedings of the 1st Knowledge Capture (K\u2010CAP) Conference, Vancouver, ACM Press, New York, NY, pp. 76\u201083.","DOI":"10.1145\/500737.500752"},{"key":"key2022021520482573900_b10","unstructured":"Heflin, J. (2001), \u201cTowards the Semantic Web: knowledge representation in a dynamic, distributed environment\u201d, unpublished doctoral dissertation, University of Maryland, College Park, MD."},{"key":"key2022021520482573900_b11","doi-asserted-by":"crossref","unstructured":"Holsapple, C.W. and Joshi, K.D. (2002), \u201cOntology applications and design: a collaborative approach to ontology design\u201d, Communications of the ACM, Vol. 45 No. 2, pp. 42\u20107.","DOI":"10.1145\/503124.503147"},{"key":"key2022021520482573900_b12","unstructured":"Hyvonen, E., Styrman, A. and Saarela, S. (2002\u20102003), \u201cOntology\u2010based image retrieval\u201d, Towards the Semantic Web and Web Services, Proceedings of XML Finland 2002 Conference, Helsinki Institute for Information Technology, Helsinki, pp. 15\u201027."},{"key":"key2022021520482573900_b13","unstructured":"ISO (1985), ISO 5964 Documentation \u2013 Guidelines for the Establishment and Development of Multilingual Thesauri, International Organization for Standardization, Geneva."},{"key":"key2022021520482573900_b14","unstructured":"ISO (1986), ISO 2788 Documentation \u2013 Guidelines for the Establishment and Development of Monolingual Thesauri, International Organization for Standardization, Geneva."},{"key":"key2022021520482573900_b15","unstructured":"Jewish Virtual Library (2004), Chol Hamoed, available at: www.jewishvirtuallibrary.org\/jsource\/Judaism\/CholHamoed.html (accessed 1 November 2009)."},{"key":"key2022021520482573900_b16","doi-asserted-by":"crossref","unstructured":"Kishore, R., Sharman, R. and Ramesh, R. (2004), \u201cComputational ontologies and information systems: I. Foundations\u201d, Communications of the AIS, Vol. 14 No. 1, pp. 158\u201083.","DOI":"10.17705\/1CAIS.01408"},{"key":"key2022021520482573900_b18","unstructured":"McGuinness, D.L. (2001), \u201cOntologies come of age\u201d, in Fensel, D., Hendler, J., Lieberman, H. and Wahlster, W. (Eds), Spinning the Semantic Web: Bringing the Worldwide Web to Its Full Potential, MIT Press, Cambridge, MA, pp. 171\u201094."},{"key":"key2022021520482573900_b17","unstructured":"Mainz, I., Weller, K., Paulsen, I., Mainz, D., Kohl, J. and von Haeseler, A. (2008), \u201cOntoverse: collaborative ontology engineering for the life sciences\u201d, Information Wissenschaft & Praxis, Vol. 59 No. 2, pp. 91\u20109."},{"key":"key2022021520482573900_b19","doi-asserted-by":"crossref","unstructured":"Mika, P. (2007), \u201cOntologies are us: a unified model of social networks and semantics\u201d, Journal of Web Semantics, Vol. 5 No. 1, pp. 5\u201015.","DOI":"10.1016\/j.websem.2006.11.002"},{"key":"key2022021520482573900_b20","doi-asserted-by":"crossref","unstructured":"Rector, A.L., Wroe, C., Rogers, J. and Roberts, A. (2001), \u201cUntangling taxonomies and relationships: personal and practical problems in loosely coupled development of large ontologies\u201d, Proceedings of the International Conference on Knowledge Capture, Victoria, ACM Press, New York, NY, pp. 139\u201046.","DOI":"10.1145\/500737.500760"},{"key":"key2022021520482573900_b21","unstructured":"Schmitz, P. (2006), \u201cInducing ontology from Flickr tags\u201d, Collaborative Web Tagging Workshop, WWW2006, Edinburgh, available at: www.semanticmetadata.net\/2007\/04\/11\/www\u20102006\u2010tagging\u2010workshop\u2010proceedings\/ (accessed 1 November 2009)."},{"key":"key2022021520482573900_b22","doi-asserted-by":"crossref","unstructured":"Sigurbj\u00f6rnsson, B. and van Zwol, R. (2008), \u201cFlickr tag recommendation based on Collective Knowledge\u201d, Proceedings of the WWW2008 Conference, Beijing, ACM Press, New York, NY, pp. 327\u201036.","DOI":"10.1145\/1367497.1367542"},{"key":"key2022021520482573900_b23","doi-asserted-by":"crossref","unstructured":"Srikanth, M. and Srihari, R. (2003), \u201cExploiting syntactic structure of queries in a language modeling approach to IR\u201d, Proceedings of the 12th Conference on Information and Knowledge Management, New Orleans, ACM Press, New York, NY, pp. 476\u201083.","DOI":"10.1145\/956863.956952"},{"key":"key2022021520482573900_b24","unstructured":"Stock, W.G. and Peters, I. (2007), \u201cFolksonomy and information retrieval\u201d, Proceedings of American Society of Information & Technology Conference, Information Today, Medford, NJ, pp. 1\u201028."},{"key":"key2022021520482573900_b25","unstructured":"Tamma, V. (2002), \u201cAn ontology model supporting multiple ontologies for knowledge sharing\u201d, PhD thesis, University of Liverpool, Liverpool."},{"key":"key2022021520482573900_b26","unstructured":"Van Damme, C., Hepp, M. and Siorpaes, K. (2007), \u201cFolksOntology: an integrated approach for turning folksonomies into ontologies\u201d, Proceedings of the Workshop on Bridging the Gap between Semantic Web and Web 2.0 at the 4th European Semantic Web Conference, Springer, New York, NY, pp. 57\u201070."},{"key":"key2022021520482573900_b27","unstructured":"Weller, K. (2007), \u201cFolksonomies and ontologies: two new players in indexing and knowledge representation\u201d, Proceedings of the Online Information 2007 Conference, London, available at: www.alt.phil\u2010fak.uni\u2010duesseldorf.de\/infowiss\/admin\/public_dateien\/files\/35\/1197280560weller009p.pdf (accessed 1 November, 2009)."},{"key":"key2022021520482573900_b28","unstructured":"Xu, Z., Fu, Y., Mao, J. and Su, D. (2006), \u201cTowards the Semantic Web: collaborative tag suggestions\u201d, Proceedings of the Collaborative Web Tagging Workshop at WWW\u201006, Edinburgh, available at: www.semanticmetadata.net\/hosted\/taggingws\u2010www2006\u2010files\/13.pdf (accessed 1 November 2009)."},{"key":"key2022021520482573900_b29","doi-asserted-by":"crossref","unstructured":"Yee, K., Swearingen, K., Li, K. and Hearst, M. (2003), \u201cFaceted metadata for image search and browsing\u201d, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM Press, New York, NY, pp. 401\u20108.","DOI":"10.1145\/642611.642681"},{"key":"key2022021520482573900_b30","doi-asserted-by":"crossref","unstructured":"Zhang, L., Wu, X. and Yu, Y. (2006), \u201cEmergent semantics from folksonomies: a quantitative study\u201d, Lecture Notes in Computer Science, Vol. 4090, pp. 168\u201086.","DOI":"10.1007\/11803034_8"}],"container-title":["Online Information Review"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.emeraldinsight.com\/doi\/full-xml\/10.1108\/14684521011024173","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/14684521011024173\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/14684521011024173\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T00:41:26Z","timestamp":1753404086000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/oir\/article\/34\/1\/145-159\/314318"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,2,23]]},"references-count":30,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2010,2,23]]}},"alternative-id":["10.1108\/14684521011024173"],"URL":"https:\/\/doi.org\/10.1108\/14684521011024173","relation":{},"ISSN":["1468-4527"],"issn-type":[{"type":"print","value":"1468-4527"}],"subject":[],"published":{"date-parts":[[2010,2,23]]}}}