Literature-based Discovery
Springer Berlin (Verlag)
978-3-642-08819-3 (ISBN)
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 | 23.11.2010 |
|---|---|
| Reihe/Serie | Information Science and Knowledge Management |
| Zusatzinfo | XII, 198 p. 25 illus. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 322 g |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Data Mining • Knowledge • Knowledge Discovery • knowledge management • natural language • Natural Language Processing • Text Mining |
| ISBN-10 | 3-642-08819-8 / 3642088198 |
| ISBN-13 | 978-3-642-08819-3 / 9783642088193 |
| Zustand | Neuware |
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