The Basis for Bibliomining: Frameworks for Bringing Together Usage-Based Data Mining and Bibliometrics through Data Warehousing in Digital Library Services

Persistent Link:
http://hdl.handle.net/10150/106175
Title:
The Basis for Bibliomining: Frameworks for Bringing Together Usage-Based Data Mining and Bibliometrics through Data Warehousing in Digital Library Services
Author:
Nicholson, Scott
Citation:
The Basis for Bibliomining: Frameworks for Bringing Together Usage-Based Data Mining and Bibliometrics through Data Warehousing in Digital Library Services 2005-05, 42(3):785-804 Information Processing and Management
Journal:
Information Processing and Management
Issue Date:
May-2005
URI:
http://hdl.handle.net/10150/106175
Submitted date:
2005-05-31
Abstract:
Preprint - For final version, see Nicholson, S. (2006). The basis for bibliomining: Frameworks for bringing together usage-based data mining and bibliometrics through data warehousing in digital library services. Information Processing and Management 42(3), 785-804. Over the past few years, data mining has moved from corporations to other organizations. This paper looks at the integration of data mining in digital library services. First, bibliomining, or the combination of bibliometrics and data mining techniques to understand library services, is defined and the concept explored. Second, the conceptual frameworks for bibliomining from the viewpoint of the library decision-maker and the library researcher are presented and compared. Finally, a research agenda to resolve many of the common bibliomining issues and to move the field forward in a mindful manner is developed. The result is not only a roadmap for understanding the integration of data mining in digital library services, but also a template for other cross-discipline data mining researchers to follow for systematic exploration in their own subject domains.
Type:
Journal Article (Paginated)
Language:
en
Keywords:
Data Mining; Bibliometrics; Digital Libraries
Local subject classification:
data warehousing; theory; library measurement; library evaluation

Full metadata record

DC FieldValue Language
dc.contributor.authorNicholson, Scotten_US
dc.date.accessioned2005-05-31T00:00:01Z-
dc.date.available2010-06-18T23:42:02Z-
dc.date.issued2005-05en_US
dc.date.submitted2005-05-31en_US
dc.identifier.citationThe Basis for Bibliomining: Frameworks for Bringing Together Usage-Based Data Mining and Bibliometrics through Data Warehousing in Digital Library Services 2005-05, 42(3):785-804 Information Processing and Managementen_US
dc.identifier.urihttp://hdl.handle.net/10150/106175-
dc.description.abstractPreprint - For final version, see Nicholson, S. (2006). The basis for bibliomining: Frameworks for bringing together usage-based data mining and bibliometrics through data warehousing in digital library services. Information Processing and Management 42(3), 785-804. Over the past few years, data mining has moved from corporations to other organizations. This paper looks at the integration of data mining in digital library services. First, bibliomining, or the combination of bibliometrics and data mining techniques to understand library services, is defined and the concept explored. Second, the conceptual frameworks for bibliomining from the viewpoint of the library decision-maker and the library researcher are presented and compared. Finally, a research agenda to resolve many of the common bibliomining issues and to move the field forward in a mindful manner is developed. The result is not only a roadmap for understanding the integration of data mining in digital library services, but also a template for other cross-discipline data mining researchers to follow for systematic exploration in their own subject domains.en_US
dc.format.mimetypeapplication/pdfen_US
dc.language.isoenen_US
dc.subjectData Miningen_US
dc.subjectBibliometricsen_US
dc.subjectDigital Librariesen_US
dc.subject.otherdata warehousingen_US
dc.subject.othertheoryen_US
dc.subject.otherlibrary measurementen_US
dc.subject.otherlibrary evaluationen_US
dc.titleThe Basis for Bibliomining: Frameworks for Bringing Together Usage-Based Data Mining and Bibliometrics through Data Warehousing in Digital Library Servicesen_US
dc.typeJournal Article (Paginated)en_US
dc.identifier.journalInformation Processing and Managementen_US
All Items in UA Campus Repository are protected by copyright, with all rights reserved, unless otherwise indicated.