Graduiertenkolleg / PhD Program
Computer and Information Science

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Prof. Dr. Daniel Keim

Advisor in the PhD program. organisational data http://infovis.uni-konstanz.de/~keim areas of research Data mining and knowledge discovery High-dimensional indexing Visualization of large databases

publications

The following list of publications covers only those, which are or were published due to participation at the Graduiertenkolleg / PhD program.

Kisilevich, S., Rohrdantz, C., Veronica, M., Keim, D., What do you think about this photo? A novel approach to opinion and sentiment analysis of photo comments, International Journal of Data Mining, Modelling and Management (IJDMMM), 2011, Inderscience, in press. Hao, M., Janetzko, H., Mittelstädt, S., Hill, W., Dayal, U., Keim, D., Manish, M., Sharma, R. K., A visual analytics approach for peak-preserving prediction of large seasonal time series, Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis), Bergen, Norway, 2011, in press. Kisilevich, S., Keim, D., Byshko, R., Tsibelman, M., Rokach, L., Developing a price management decision support system for hotel brokers using free and open source tools, International Conference on Enterprise Information Systems (ICEIS), 2011, in press. Oelke, D., Janetzko, H., Svenja, S., Neuhaus, K., Keim, D., Visual Boosting in Pixel-based Visualizations, Computer Graphics Forum, 2011, submitted. abstract Luo, D., Yang, J., Krstajić, M., Fan, J., Ribarsky, W., Keim, D., EventRiver: Interactive visual exploration of constantly evolving text collections, IEEE CG&A, 2010, submitted.

2011		Kisilevich, S., Keim, D., Lasry, A., Bam, L., Rokach, L., Developing analytical GIS applications with GEO-SPADE: Three success studies, Lecture Notes in Business and Information Processing, J. Filipe and J. Cordeiro (ed.) , ICEIS 2010, Vol. 73, Ed. 6, pp. 495-511, Springer-Verlag, 2011. Link
2010		Keim, D., Krstajić, M., Bak, P., Oelke, D., Mansmann, F., Methods for interactive exploration of large-scale news streams, Web Intelligence and Security, Ein-Boker, Israel, IOS Press, 2010.
2009		Keim, D., Bak, P., Schaefer, M., Dense pixel displays, Liu, L., Oezsu, T. (eds.) , 2009.
2008		Keim, D., Mansmann, F., Schneidewind, J., Thomas, J., Ziegler, H., Visual analytics: Scope and challenges, Visual Data Mining: Theory, Techniques and Tools for Visual Analytics, LNCS, Springer-Verlag, 2008. abstract

2011		Andrienko, G., Andrienko, N., Bak, P., Keim, D., Kisilevich, S., Wrobel, S., A conceptual framework and taxonomy of techniques for analyzing movement, Journal of Visual Languages and Computing, 2011.
2010		Lehmann, D., Albuquerque, G., Eisemann, M., Tatu, A., Keim, D., Schumann, H., Magnor, M., Theisel, H., Visualisierung und Analyse multidimensionaler Datensätze, Informatik Spektrum, Vol. 33, No. 6, pp. 589-600, December 2010. abstract Hao, M., Dayal, U., Sharma, R. K., Keim, D., Janetzko, H., Variable binned scatter plots, Information Visualization Journal, One of the best papers in VDAIO (Paper no. 7530-5), Vol. 9, pp. 194-203, 2010. abstract
2009		Keim, D., Ming, H., Dayar, U., Janetzko, H., Bak, P., Generalized scatter plots, Information Visualization Journal, December 2009. Link abstract Bak, P., Mansmann, F., Janetzko, H., Keim, D., Spatiotemporal analysis of sensor logs using growth-ring maps, IEEE Transactions on Visualization and Computer Graphics, Vol. 15, No. 6, pp. 913-920, 2009. abstract Bak, P., Schaefer, M., Stoffel, A., Keim, D., Omer, I., Density equalizing distortion of large geographic point sets, Cartographic and Geographic Information Science, Vol. 36, No. 3, pp. 237-250, 2009. Strobelt, H., Oelke, D., Rohrdantz, C., Stoffel, A., Keim, D., Deussen, O., Document cards: A top trumps visualization for documents, IEEE Transactions on Visualization and Computer Graphics, Vol. 15, No. 6, pp. 1145-1152, 2009. abstract
2008		Keim, D., Mansmann, F., Stoffel, A., Ziegler, H., Visual analytics, Encyclopedia of Database Systems, Springer, 2008.
2007		Mansmann, F., Keim, D., North, S., Rexroad, B., Sheleheda, D., Visual analysis of network traffic for resource planning, interactive monitoring, and interpretation of security threats, IEEE Transactions on Visualization and Computer Graphics, Proceedings Visualization / Information Visualization 2007, Vol. 13, No. 6, November 2007. abstract

2011		Kisilevich, S., Keim, D., Palivatkel, Y., Rokach, L., Using multiplicative hybrid hedonic pricing model for improving revenue management in hotel business, Linking Geovisualization with Spatial Analysis and Modeling (GeoViz), Hamburg, Germany, March 2011. Hao, M., Manish, M., Janetzko, H., Sharma, R. K., Keim, D., Dayal, U., Patnaik, D., Ramakrishnan, N., Visualizing Frequent Patterns in Large Multivariate Time Series, SPIE, One of five selected best papers, Vol. 7868, January 2011. abstract Keim, D., Zhang, L., Solving problems with visual analytics: challenges and applications, Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies (i-KNOW 11), ACM International Conference Proceeding Series, 2011, ACM Press. abstract
2010		Ziegler, H., Jenny, M., Gruse, T., Keim, D., Visual market sector analysis for financial time series data, IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 83-90, Salt Lake City, USA, October 2010, IEEE Press. abstract Keim, D., Bak, P., Bertini, E., Oelke, D., Spretke, D., Ziegler, H., Advanced Visual Analytics Interfaces, International Working Conference on Advanced Visual Interfaces (AVI), Invited Paper, pp. 3-11, Roma, Italy, May 2010. Krstajić, M., Mansmann, F., Stoffel, A., Keim, D., Processing online news streams for large-scale semantic analysis, 26. International Conference on Data Engineering (ICDE), DESWeb, USA, March 2010. Kisilevich, S., Mansmann, F., Bak, P., Tchaikin, A., Keim, D., Where would you go on your next vacation? A framework for visual exploration of attractive places, Geo Processing, The second International Conference on Advanced Geographic Information Systems, Applications and Services, St. Marteen, The Netherlands Antilles, February 2010. Krstajić, M., Bak, P., Oelke, D., Atkinson, M., Ribarsky, W., Keim, D., Applied visual exploration on real-time news feeds using polarity and geo-spatial analysis, 6. International Conference on Web Information Systems and Technologies (WEBIST), Valencia, Spain, 2010. Kisilevich, S., Keim, D., Rokach, L., A novel approach to mining travel sequences using collections of geo-tagged photos, 13. AGILE International Conference on Geographic Information Science, 2010. Kisilevich, S., Keim, D., Rokach, L., GEO-SPADE: A generic google-earth based framework for analysis and exploration of spatiotemporal data, International Conference on Enterprise Information Systems (ICEIS), 2010. Kisilevich, S., Keim, D., Andrienko, N., Andrienko, G., Towards acquisition of semantics of places and events by multi-perspective analysis of geotagged photo collections, GeoCart 2010, 2010. Litvak, M., Lipman, H., Ben-Gur, A., Kisilevich, S., Keim, D., Last, M., Towards a language independent summarization: A comparative analysis of sentence extraction methods on English and Hebrew corpora, 4. International Workshop On Cross Lingual Information Access (ICML), Beijing, China, 2010. Neuhaus, K., Oelke, D., Fuerst, D., Scherer, S., Keim, D., Towards automatic detecting of overlapping genes - clustered BLAST analysis of viral genomes, European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics (EvoBIO), Istanbul, Turkey, 2010. abstract Stoffel, A., Spretke, D., Kinnemann, H., Keim, D., Enhancing document structure analysis using visual analytics, ACM Symposium on Applied Computing, Sierre, Switzerland, 2010. Kisilevich, S., Krstajić, M., Keim, D., Andrienko, N., Andrienko, G., Event-based analysis of people's activities and behavior using Flickr and Panoramio geo-tagged photo collections, 2. International Symposium on Visual Analytics (IV), 2010. Kisilevich, S., Keim, D., Mansmann, F., P-DBSCAN: A density based clustering algorithm for exploration and analysis of attractive areas using collections of geo-tagged photos, COM.GEO 2010, 2010. Kisilevich, S., Rohrdantz, C., Keim, D., "Beautiful picture of an ugly place". Exploring photo collections using opinion and sentiment analysis of user comments, Computational Linguistics - Applications (CLA), pp. 419-428, Wisla, Poland, 2010. Oelke, D., Spretke, D., Stoffel, A., Keim, D., Visual readability analysis: How to make your writings easier to read, IEEE Conference on Visual Analytics Science and Technology (VAST), 2010, IEEE Press. Ming, H., Dayal, U., Sharma, R. K., Keim, D., Janetzko, H., Visual analytics of large multi-dimensional data using variable binned scatter plots, Visualization and Data Analysis (VDA), 2010, SPIE. abstract
2009		Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S., Keim, D., Demo-Paper: Analysis of community-contributed space- and time-referenced data (by example of Panoramio photos), ACM International Workshop on Advances in Geographic Information Systems (ACM-GIS),  ACM Press, Vol. 17, pp. 540-541, Seattle, Washington, November 2009, ACM Press. abstract Hao, M., Janetzko, H., Sharma, R. K., Dayal, U., Keim, D., Castellanos, M., Visual Prediction of Time Series, IEEE Conference on Visual Analytics Science and Technology (VAST), Poster (Best Poster Award), pp. 229-230, October 2009, IEEE Press. abstract Wanner, F., Rohrdantz, C., Mansmann, F., Oelke, D., Keim, D., Visual sentiment analysis of RSS news feeds featuring the US Presidential Election in 2008, Workshop on Visual Interfaces to the Social and the Semantic Web (VISSW), 2009. abstract Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S., Keim, D., Analysis of community-contributed space- and time-referenced data (example of Flickr photos), Vision, Modeling, and Visualization Workshop (VMV), Braunschweig, Germany, pp. 16-18, 2009. Andrienko, G., Andrienko, N., Bak, P., Kisilevich, S., Keim, D., Analysis of community-contributed space- and time-referenced data (example of Flickr photos), IEEE Symposium of Visual Analytics in Science and Technology (VAST), Poster Papers, Atlantic City, New Jersey, USA, 2009, IEEE Press. Janetzko, H., Mansmann, F., Bak, P., Keim, D., Northern lights maps: Spatiotemporal exploration of mice movement, Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis), Poster, Berlin, Germany, 2009. abstract Keim, D., Oelke, D., Rohrdantz, C., Analyzing document collections via context-aware term extraction, 14. International Conference on Applications of Natural Language to Information Systems (NLDB), Lecture Notes in Computer Science (LNCS), Horacek, H., Métais, E., Muñoz, R., Wolska, M. (eds.) , Vol. 5723, pp. 154-168, 2009, Springer-Verlag. abstract Oelke, D., Hao, M., Rohrdantz, C., Keim, D., Dayal, U., Haug, L.-E., Janetzko, H., Visual opinion analysis of customer feedback data, IEEE Symposium of Visual Analytics in Science and Technology (VAST), 2009, IEEE Press. abstract Wanner, F., Rohrdantz, C., Mansmann, F., Stoffel, A., Oelke, D., Krstajić, M., Keim, D., Luo, D., Yang, J., Atkinson, M., Large-scale comparative sentiment analysis of news articles, IEEE Symposium on Information Visualization (InfoVis), Posterpaper, 2009, IEEE Press. abstract
2008		Oelke, D., Bak, P., Keim, D., Last, M., Danon, G., Visual evaluation of text features for document summarization and analysis, IEEE Symposium of Visual Analytics in Science and Technology (VAST), Columbus, Ohio, USA, October 2008, IEEE Press. abstract Bak, P., Keim, D., Schaefer, M., Stoffel, A., Omer, I., Visual analytics using density equalizing geographic distortion, Special Issue of CaGIS (July 2009), Park City, Utah, September 2008. abstract Keim, D., Mansmann, F., Oelke, D., Ziegler, H., Visual analytics: Combining automated discovery with interactive visualizations, International Conference on Discovery Science, Lecture Notes in Computer Science (LNCS), Vol. 5254, pp. 2-14, August 2008, Springer-Verlag. abstract Mansmann, F., Meier, L., Keim, D., Visualization of host behavior for network security, Workshop on Visualization for Computer Security (VizSec), 2008. abstract Hao, M., Keim, D., Dayal, U., Oelke, D., Tremblay, C., Density displays for data stream monitoring, Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis), 2008. abstract Ziegler, H., Nietzschmann, T., Keim, D., Visual analytics on the financial market: Pixel-based analysis and comparison of long-term investments, 12. International Conference on Information Visualization, Symposium on Visualization and Data Mining (IV-VDM), pp. 287-295, 2008. abstract Fischer, F., Mansmann, F., Keim, D., Pietzko, S., Waldvogel, M., Large-scale network monitoring for visual analysis of attacks, Workshop on Visualization for Computer Security (VizSec), Cambridge, MA, USA, 2008.
2007		Ziegler, H., Nietzschmann, T., Keim, D., Visual exploration and discovery of atypical behavior in financial time series data using two-dimensional colormaps, 11. International Conference on Information Visualization, Symposium on Visualization and Data Mining (IV-VDM), Zurich, Switzerland, pp. 308-315, July 2007. abstract Ziegler, H., Nietzschmann, T., Keim, D., Relevance driven visualization of financial performance measures, Symposium on Visualization (EuroVis 2007: Eurographics) (IEEE-VGTC), pp. 19-26, Norköping, Sweden, May 2007. Mansmann, S., Mansmann, F., Scholl, M., Keim, D., Hierarchy-driven exploration of multidimensional data cubes, 12. GI-Workshop on the Foundations of Databases, Technology and Web (BTW), Aachen, Germany, pp. 96 - 111, March 2007. abstract Bustos, B., Fellner, D., Havemann, S., Keim, D., Saupe, D., Schreck, T., Foundations of 3D digital libraries: current approaches and urgent research challenges, International Workshop on Digital Libraries Foundations (DLF1), June 23, DELOS Network of Excellence on Digital Libraries, Vancouver, British Columbia, Canada, 2007. Mansmann, F., Fischer, F., Keim, D., North, S., Visualizing large-scale IP traffic flows, 12. International Workshop Vision, Modeling, and Visualization, Saarbrücken, Germany, 2007. abstract Keim, D., Oelke, D., Literature fingerprinting: a new method for visual literary analysis, IEEE Symposium of Visual Analytics in Science and Technology (VAST), 2007, IEEE Press. abstract
2006		Mansmann, S., Scholl, M., Keim, D., Mansmann, F., Interactive poster: exploring OLAP aggregates with hierarchical visualization techniques, IEEE Symposium on Information Visualization (InfoVis), pp. 136-137, October 2006, IEEE Press. abstract Keim, D., Mansmann, F., Schneidewind, J., Ziegler, H., Challenges in visual data analysis, International Conference on Information Visualisation (IV), Invited Paper, London, UK, July 2006, IEEE Press. abstract Keim, D., Nietzschmann, T., Schelwies, N., Schneidewind, J., Schreck, T., Ziegler, H., A spectral visualization system for analyzing financial time series data, Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis), pp. 195-202, May 2006. Schreck, T., Keim, D., Mansmann, F., Regular TreeMap layouts for visual analysis of hierarchical data, Spring Conference on Computer Graphics, ACM SIGGRAPH (SCCG), Casta Papiernicka, Slovak Republic, April 2006. abstract Keim, D., Mansmann, F., Schneidewind, J., Schreck, T., Monitoring network traffic with radial traffic analyzer, IEEE Symposium of Visual Analytics in Science and Technology (VAST), 2006, IEEE Press. abstract Janetzko, H., Keim, D., Kramis, M., Mansmann, F., Waldvogel, M., Interactive poster: exploring block access patterns of native XML storage, IEEE Symposium on Information Visualization (InfoVis), 2006, IEEE Press. abstract Keim, D., Oelke, D., Truman, R., Neuhaus, K., Finding correlations in functionally equivalent proteins by integrating automated and visual data exploration, 6. IEEE Symposium on BioInformatics and BioEngineering (BIBE), 2006. abstract
2005		Keim, D., Mansmann, F., Panse, C., Schneidewind, J., Sips, M., Mail Explorer - Spatial and temporal exploration of electronic mail, Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis), June 2005. abstract Keim, D., Mansmann, F., Schreck, T., Analyzing electronic mail using temporal, spatial, and content-based visualization techniques, GI Jahrestagung, pp. 434-438, 2005. abstract Keim, D., Mansmann, F., Schreck, T., MailSOM - Exploration of electronic mail archives using self-organizing maps, Conference on Email and Anti-Spam 2005, 2005. abstract Keim, D., Schneidewind, J., Panse, C., Sips, M., Haddick, J., Dill, F., Dolfing, H., IVC05 exploration toolkit, IEEE Symposium on Information Visualization (InfoVis), Contest Paper (Honorable Mention), October 23-25, Minneapolis, MN, USA, 2005, IEEE Press.

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Last modified March 25, 2011 by webmaster.