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Blake, C.: Text mining (2011)
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- Annual review of information science and technology. 45(2011) no.1, S.121-155
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Chen, S.Y.; Liu, X.: ¬The contribution of data mining to information science : making sense of it all (2005)
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- Journal of information science. 30(2005) no.6, S.550-
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Principles of data mining and knowledge discovery (1998)
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Chardonnens, A.; Hengchen, S.: Text mining for cultural heritage institutions : a 5-step method for cultural heritage institutions (2017)
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- S.177-191
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Relational data mining (2001)
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- Editor
- Dzeroski, S. u. N. Lavrac
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- XIX,398 S
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Berendt, B.; Krause, B.; Kolbe-Nusser, S.: Intelligent scientific authoring tools : interactive data mining for constructive uses of citation networks (2010)
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- Abstract
- Many powerful methods and tools exist for extracting meaning from scientific publications, their texts, and their citation links. However, existing proposals often neglect a fundamental aspect of learning: that understanding and learning require an active and constructive exploration of a domain. In this paper, we describe a new method and a tool that use data mining and interactivity to turn the typical search and retrieve dialogue, in which the user asks questions and a system gives answers, into a dialogue that also involves sense-making, in which the user has to become active by constructing a bibliography and a domain model of the search term(s). This model starts from an automatically generated and annotated clustering solution that is iteratively modified by users. The tool is part of an integrated authoring system covering all phases from search through reading and sense-making to writing. Two evaluation studies demonstrate the usability of this interactive and constructive approach, and they show that clusters and groups represent identifiable sub-topics.
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- Information processing and management. 46(2010) no.1, S.1-10
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Fayyad, U.M.: Data mining and knowledge dicovery : making sense out of data (1996)
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- IEEE expert. 11(1996) no.5, S.20-25
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Fayyad, U.; Piatetsky-Shapiro, G.; Smyth, P.: From data mining to knowledge discovery in databases (1996)
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- AI magazine. 17(1996) no.3, S.37-54
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Methodologies for knowledge discovery and data mining : Third Pacific-Asia Conference, PAKDD'99, Beijing, China, April 26-28, 1999, Proceedings (1999)
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Knowledge management in fuzzy databases (2000)
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Kong, S.; Ye, F.; Feng, L.; Zhao, Z.: Towards the prediction problems of bursting hashtags on Twitter (2015)
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- Journal of the Association for Information Science and Technology. 66(2015) no.12, S.2566-2579
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Gill, A.J.; Hinrichs-Krapels, S.; Blanke, T.; Grant, J.; Hedges, M.; Tanner, S.: Insight workflow : systematically combining human and computational methods to explore textual data (2017)
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- Journal of the Association for Information Science and Technology. 68(2017) no.7, S.1671-1686
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Ohly, H.P.: Bibliometric mining : added value from document analysis and retrieval (2008)
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- Pages
- S.181-186
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- Kompatibilität, Medien und Ethik in der Wissensorganisation - Compatibility, Media and Ethics in Knowledge Organization: Proceedings der 10. Tagung der Deutschen Sektion der Internationalen Gesellschaft für Wissensorganisation Wien, 3.-5. Juli 2006 - Proceedings of the 10th Conference of the German Section of the International Society of Knowledge Organization Vienna, 3-5 July 2006. Ed.: H.P. Ohly, S. Netscher u. K. Mitgutsch
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Loh, S.; Oliveira, J.P.M. de; Gastal, F.L.: Knowledge discovery in textual documentation : qualitative and quantitative analyses (2001)
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- Journal of documentation. 57(2001) no.5, S.577-590
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Perugini, S.; Ramakrishnan, N.: Mining Web functional dependencies for flexible information access (2007)
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- Journal of the American Society for Information Science and Technology. 58(2007) no.12, S.1805-1819
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Thelwall, M.; Wilkinson, D.; Uppal, S.: Data mining emotion in social network communication : gender differences in MySpace (2009)
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- Journal of the American Society for Information Science and Technology. 61(2010) no.1, S.190-199
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Liu, X.; Yu, S.; Janssens, F.; Glänzel, W.; Moreau, Y.; Moor, B.de: Weighted hybrid clustering by combining text mining and bibliometrics on a large-scale journal database (2010)
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- Journal of the American Society for Information Science and Technology. 61(2010) no.6, S.1105-1119
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Sarnikar, S.; Zhang, Z.; Zhao, J.L.: Query-performance prediction for effective query routing in domain-specific repositories (2014)
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- Journal of the Association for Information Science and Technology. 65(2014) no.8, S.1597-1614
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Bella, A. La; Fronzetti Colladon, A.; Battistoni, E.; Castellan, S.; Francucci, M.: Assessing perceived organizational leadership styles through twitter text mining (2018)
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- Journal of the Association for Information Science and Technology. 69(2018) no.1, S.21-31
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Teich, E.; Degaetano-Ortlieb, S.; Fankhauser, P.; Kermes, H.; Lapshinova-Koltunski, E.: ¬The linguistic construal of disciplinarity : a data-mining approach using register features (2016)
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- Journal of the Association for Information Science and Technology. 67(2016) no.7, S.1668-1678
