Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
Austrian Online Archive Processing: Analyzing Archives of the World Wide Web
ECDL '02 Proceedings of the 6th European Conference on Research and Advanced Technology for Digital Libraries
Computational & Mathematical Organization Theory
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Desktop search engine visualisation and evaluation
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
The role of context for information mediation in digital libraries
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
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The context in which digital objects are created, modified, or used is essential for the interpretation of information entities, for retrieval settings, for establishing their authenticity, as well as ensuring appropriate use. Therefore, determining this context of creation and use of digital objects is an essential task for many areas and applications, from (huge) digital library settings to end-user applications such as search. However, context is notoriously difficult and laboursome to establish and document, and when it has to be entered and maintained manually by the creator of the digital objects, it is often missing or partially incomplete or incorrect. Thus, this paper proposes an approach to (semi-) automatically determine the context of creation and usage of digital objects. Various facets of context along different dimensions are automatically detected, and are combined in pivot-table inspired views, at multiple levels of granularity, which then allow the extraction of the most appropriate connections to other digital objects. Finally, this contact can be used for a range of applications, such as search and navigation.