Literature-based Discovery

2008
ISBN: 978-3-540-68685-9
Verlag: Springer Berlin Heidelberg

Buch, Englisch, Band 15, 198 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 489 g

Reihe: Information Science and Knowledge Management

Contemporary Scienti?c Practice. 13 NeilR. SmalheiserandVetleI. Torvik The Tip of the Iceberg: The Quest for Innovation at the Base of the Pyramid. 23 M. D. GordonandN. F. Awad The ‘Open Discovery’ Challenge. 39 JonathanD. Wren Where is the Discovery in Literature-Based Discovery?. 57 R. N. Kostoff Part II Methodology and Applications Analyzing LBD Methods using a General Framework. 75 A. K. Sehgal,X. Y. Qiu,andP. Srinivasan Evaluation of Literature-Based Discovery Systems. 101 M. Yetisgen-YildizandW. Pratt vii viii Contents Factor Analytic Approach to Transitive Text Mining using Medline Descriptors. 115 J. StegmannandG. Grohmann Literature-Based Knowledge Discovery using Natural Language Processing. 133 D. Hristovski,C. Friedman,T. C. Rind?esch,andB. Peterlin Information Retrieval in Literature-Based Discovery. 153 W. Hersh Biomedical Application of Knowledge Discovery. 173 A. Koike Index. 193 Contributors NeveenFaragAwad SchoolofBusiness,WayneStateUniversity,USA CarolFriedman DepartmentofBiomedicalInformatics,ColumbiaUniversity,622West168St, NewYork,NY10032,USA MichaelD. Gordon RossSchoolofBusiness,UniversityofMichigan,USA mdgordon@umich. edu GuenterGrohmann Charite-Institute ´ ofMedicalInformatics,12203Berlin,Germany guenter. grohmann@charite. de WilliamHersh DepartmentofMedicalInformaticsandClinicalEpidemiology, SchoolofMedicine,OregonHealthandScienceUniversity, 3181SWSamJacksonParkRd. ,Portland,OR97239,USA hersh@ohsu. edu DimitarHristovski InstituteofBiomedicalInformatics,MedicalFaculty,UniversityofLjubljana, Vrazovtrg2/2,1104Ljubljana,Slovenia dimitar. hristovski@mf. uni-lj. si AsakoKoike CentralResearchLaboratory,HitachiLtd.

Zielgruppe

Research

Autoren/Hrsg.

Weeber, Marc

Bruza, Peter

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenkompression, Dokumentaustauschformate
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining

Inhaltsverzeichnis

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.