BINGO! and Daffodil: Personalized Exploration of Digital Libraries and Web Sources

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Daffodil is a digital library system targeted at strategic support of advanced users during the information search process. It provides user-customizable "stratagems" for exploring and managing digital library objects with meta data annotations over a federation of heterogeneous digital libraries. Bingo! is a focused crawler that learns how to gather thematically relevant documents from the Web and Deep-Web sources. This paper presents a coupling architecture for Daffodil and Bingo that allows advanced users to explore digital libraries and Web sources in a comprehensive and coherent way. Starting from a user's interest profile in Daffodil, Bingo! is instructed to find thematically similar documents on the Web, leading to high-quality recommendations that reach beyond the information that can be directly found in digital libraries. Our experimental studies demonstrate that this coupling does indeed lead to a powerful tool suite that improves the precision and recall compared to conventional library and Web search mechanisms
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000 Informatik, Informationswissenschaft, allgemeine Werke » 020 Bibliotheks- und Informationswissenschaften
Bingo, Daffodil
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7th International Conference on Computer-Assisted Information Retrieval (RIAO 2004) Max-Planck-Institut für Informatik