Literature-based Discovery

Buch | Hardcover

XII, 198 Seiten

2008
Springer Berlin (Verlag)
9783540686859 (ISBN)

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When Don Swanson hypothesized a connection between Raynaud's phenomenon and dietary fish oil, the field of literature-based discovery (LBD) was born. During the subsequent two decades a steady stream of researchers have published articles about LBD and the field has made steady progress in laying foundations and creating an identity. LBD is an inherently multi-disciplinary enterprise where collaborations between the information and biomedical sciences are readily encountered. It is the hope and intention that this volume will plant a flag in the ground and inspire new researchers to the LBD challenge.

General Outlook and Possibilities.- Literature-Based Discovery? The Very Idea.- The Place of Literature-Based Discovery in Contemporary Scientific Practice.- The Tip of the Iceberg: The Quest for Innovation at the Base of the Pyramid.- The 'Open Discovery' Challenge.- Where is the Discovery in Literature-Based Discovery?.- Methodology and Applications.- Analyzing LBD Methods using a General Framework.- Evaluation of Literature-Based Discovery Systems.- Factor Analytic Approach to Transitive Text Mining using Medline Descriptors.- Literature-Based Knowledge Discovery using Natural Language Processing.- Information Retrieval in Literature-Based Discovery.- Biomedical Application of Knowledge Discovery.

Erscheint lt. Verlag	29.8.2008
Reihe/Serie	Information Science and Knowledge Management
Zusatzinfo	XII, 198 p. 25 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	430 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Data Mining • Knowledge • Knowledge Discovery • knowledge management • natural language • Natural Language Processing • Text Mining
ISBN-13	9783540686859 / 9783540686859
Zustand	Neuware