{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:57:44Z","timestamp":1771700264539,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540782391","type":"print"},{"value":"9783540782469","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-78246-9_79","type":"book-chapter","created":{"date-parts":[[2008,4,12]],"date-time":"2008-04-12T15:51:49Z","timestamp":1208015509000},"page":"673-680","source":"Crossref","is-referenced-by-count":9,"title":["Visualization and Clustering of Tagged Music Data"],"prefix":"10.1007","author":[{"given":"Pascal","family":"Lehwark","sequence":"first","affiliation":[]},{"given":"Sebastian","family":"Risi","sequence":"additional","affiliation":[]},{"given":"Alfred","family":"Ultsch","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"79_CR1_79","unstructured":"BEGELMAN, G., KELLER, P. and SMADJA, F. Automated Tag Clustering: Improving search and exploration in the tag space http:\/\/www.rawsugar.com\/lab ."},{"key":"79_CR2_79","volume-title":"Improving Tag-Clouds as Visual In-formation Retrieval Interfaces To appear: International Conference on Multidisciplinary Information Sciences and Technologies, InSciT2006","author":"Y HASSAN-MONTERO","year":"2006","unstructured":"HASSAN-MONTERO, Y., HERRERO-SOLANA, V. Improving Tag-Clouds as Visual In-formation Retrieval Interfaces To appear: International Conference on Multidisciplinary Information Sciences and Technologies, InSciT2006, Merida, Spain, 2006."},{"key":"79_CR3_79","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/S0925-2312(98)00039-3","volume":"21","author":"S KASKI","year":"1998","unstructured":"KASKI, S., HONKELA, T. LAGUS and K., KOHONEN, T. WEBSOM-self-organizing maps of document collections. Neurocomputing, volume 21, pages 101-117, 1998","journal-title":"Neurocomputing"},{"key":"79_CR4_79","unstructured":"KASKI, S, KANGASZ, J. and KOHONEN, T. Bibliography of self-organizing map (SOM) papers: 1981-1997"},{"key":"79_CR5_79","first-page":"59","volume":"43","author":"T KOHONEN","year":"1982","unstructured":"KOHONEN, T. Self-Organized Formation of Topological Correct Feature Maps Biological Kybernetics Vol. 43, pp59-69, 1982.","journal-title":"Kybernetics"},{"key":"79_CR6_79","unstructured":"MATHES, A. Folksonomies U\u02dd Cooperative Classification and Communication Through Shared Metadata. http:\/\/www.adammathes.com\/academic\/ computermediatedcommuni-cation\/folksonomies.html."},{"key":"79_CR7_79","unstructured":"MILLEN, D., FEINBERG, J. Using Social tagging to Improve Social Navigation Workshop on the Social Navigation and Community based Adaptation Technologies, 2006"},{"key":"79_CR8_79","doi-asserted-by":"crossref","unstructured":"MILLEN, D., FEINBERG, J. and KERR, B. Social Bookmarking in the Enterprise. Social Computing, Vol. 3, No. 9. Nov. 2005.","DOI":"10.1145\/1105664.1105676"},{"key":"79_CR9_79","volume-title":"Visual mining in music col-lections In Proceedings 29th Annual Conference of the German Classification Society (GfKl 2005), Magdeburg","author":"F M\u00d6RCHEN","year":"2005","unstructured":"M\u00d6RCHEN, F., ULTSCH, A., N\u00d6CKER, M. and STAMM, C. Visual mining in music col-lections In Proceedings 29th Annual Conference of the German Classification Society (GfKl 2005), Magdeburg, Germany, Springer, Heidelberg, 2005"},{"key":"79_CR10_79","volume-title":"MusicMiner: Visualizing timbre distances of music as topographical maps Technical Report No. 47, Dept. of Mathematics and Computer Science","author":"F M\u00d6RCHEN","year":"2005","unstructured":"M\u00d6RCHEN, F., ULTSCH, A., THIES, M., L\u00d6HKEN, I., N\u00d6CKER, M., STAMM, C., EFTHYMIOU, N. and K\u00dcMMERER, M. MusicMiner: Visualizing timbre distances of music as topographical maps Technical Report No. 47, Dept. of Mathematics and Computer Science, University of Marburg, Germany, 2005"},{"key":"79_CR11_79","doi-asserted-by":"crossref","unstructured":"ROBERTSON, S., Understanding Inverse Document Frequency: On theoretical arguments for IDF Journal of Documentation 60 no. 5, pp 503U\u02dd 520","DOI":"10.1108\/00220410410560582"},{"key":"79_CR12_79","volume-title":"Self-organizing neural networks for visualization and classification In Proc. GfKl","author":"A ULTSCH","year":"1992","unstructured":"ULTSCH, A. Self-organizing neural networks for visualization and classification In Proc. GfKl, Dortmund, Germany, 1992."},{"key":"79_CR13_79","unstructured":"ULTSCH, A. Maps for the Visualization of high dimensional Data Spaces In: Yamakawa T (eds) Proceedings of the 4th Workshop on Self-Organizing Maps, 225-230, 2003."},{"key":"79_CR14_79","unstructured":"ULTSCH, A. U*-matrix: a tool to visualize clusters in high dimensional data. Technical report, Departement of Mathematics and Computer Science, Philipps-University"},{"key":"79_CR15_79","unstructured":"Marburg, 2003. ULTSCH, A. ,HERRMANN, L. The architecture of Emergent Self-Organizing Maps to reduce projection errors Proc ESANN, Brugges, pp. 1-6. 2005"},{"key":"79_CR16_79","volume-title":"ESOM Maps. tools for clustering, visualization, and classifi-cation with Emergent SOM. Technical Report 46, CS Department","author":"A ULTSCH","year":"2005","unstructured":"ULTSCH, A., M\u00d6RCHEN, F. ESOM-Maps. tools for clustering, visualization, and classifi-cation with Emergent SOM. Technical Report 46, CS Department, University Marburg, Germany, 2005."},{"key":"79_CR17_79","unstructured":"ZHAO, Y., KARYPIS, G. Criterion Functions for Document Clustering Experiments and analysis. Machine Learning, in press, 2003."}],"container-title":["Studies in Classification, Data Analysis, and Knowledge Organization","Data Analysis, Machine Learning and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-78246-9_79.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T11:02:23Z","timestamp":1619521343000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-78246-9_79"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540782391","9783540782469"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-78246-9_79","relation":{},"ISSN":["1431-8814"],"issn-type":[{"value":"1431-8814","type":"print"}],"subject":[],"published":{"date-parts":[[2008]]}}}