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Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management, IPKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Extreme web data integration
Felix Naumann

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A user interaction model based on the principle of polyrepresentation
David Zellhöfer | Ingo Schmitt

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Ranking objects by following paths in entity-relationship graphs
Minsuk Kahng | Sangkeun Lee | Sang-goo Lee

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Online conversation mining for author characterization and topic identification
Giacomo Inches | Fabio Crestani

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Pattern recognition in multivariate time series: dissertation proposal
Stephan Spiegel | Brijnesh Johannes Jain | Ernesto William De Luca | Sahin Albayrak

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Resource monitoring in industrial production with knowledge-based models and rules
Lisa Abele | Martin Kleinsteuber | Thorbjørn Hansen

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Towards a version control model with uncertain data
Mouhamadou Lamine Ba | Talel Abdessalem | Pierre Senellart

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Aggregation strategies for columnar in-memory databases in a mixed workload
Stephan Müller | Hasso Plattner

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E-ETL: framework for managing evolving etl processes
Artur Wojciechowski

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Minimal data sets vs. synchronized data copies in a schema and data versioning system
Bob Wall | Rafal A. Angryk

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Utilizing sub-topical structure of documents for information retrieval
Debasis Ganguly | Johannes Leveling | Gareth J. F. Jones

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Optimizing the cost of information retrieval testcollections
Mehdi Hosseini | Ingemar J. Cox | Natasa Milic-Frayling

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Towards semantic methodologies for automatic regulatory compliance support
Krishna Sapkota | Arantza Aldea | David A. Duce | Muhammad Younas | René Bañares-Alcántara

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RW.KNN: a proposed random walk KNN algorithm for multi-label classification
Xin Xia | Xiaohu Yang | Shanping Li | Chao Wu | Linlin Zhou