
arXiv: 0812.0262
The purpose of this paper is to apply and evaluate the bibliometric method Bradfordizing for information retrieval (IR) experiments. Bradfordizing is used for generating core document sets for subject-specific questions and to reorder result sets from distributed searches. The method will be applied and tested in a controlled scenario of scientific literature databases from social and political sciences, economics, psychology and medical science (SOLIS, SoLit, USB Koeln Opac, CSA Sociological Abstracts, World Affairs Online, Psyndex and Medline) and 164 standardized topics. An evaluation of the method and its effects is carried out in two laboratory-based information retrieval experiments (CLEF and KoMoHe) using a controlled document corpus and human relevance assessments. The results show that Bradfordizing is a very robust method for re-ranking the main document types (journal articles and monographs) in today's digital libraries (DL). The IR tests show that relevance distributions after re-ranking improve at a significant level if articles in the core are compared with articles in the succeeding zones. The items in the core are significantly more often assessed as relevant, than items in zone 2 (z2) or zone 3 (z3). The improvements between the zones are statistically significant based on the Wilcoxon signed-rank test and the paired T-Test.
8 pages, 9th COLLNET Meeting
HA. Periodicals, Newspapers., FOS: Computer and information sciences, BB. Bibliometric methods, data bank, II. Filtering., technical literature, data preparation, information system, ranking, Scientometrics, Bibliometrics, Informetrics, Digital Libraries (cs.DL), information retrieval, News media, journalism, publishing, anwendungsorientiert, empirisch, Fachliteratur, Datenbank, Szientometrie, Bibliometrie, Informetrie, Computer Science - Digital Libraries, information science, AC. Relationship of LIS with other fields ., Digitale Bibliothek; Digital Library; Bradfordizing, applied research, HL. Databases and database Networking., Informationssystem, LZ. None of these, but in this section., Publizistische Medien, Journalismus,Verlagswesen, Ranking, Informationswissenschaft, empirical, Datenaufbereitung, ddc: ddc:070
HA. Periodicals, Newspapers., FOS: Computer and information sciences, BB. Bibliometric methods, data bank, II. Filtering., technical literature, data preparation, information system, ranking, Scientometrics, Bibliometrics, Informetrics, Digital Libraries (cs.DL), information retrieval, News media, journalism, publishing, anwendungsorientiert, empirisch, Fachliteratur, Datenbank, Szientometrie, Bibliometrie, Informetrie, Computer Science - Digital Libraries, information science, AC. Relationship of LIS with other fields ., Digitale Bibliothek; Digital Library; Bradfordizing, applied research, HL. Databases and database Networking., Informationssystem, LZ. None of these, but in this section., Publizistische Medien, Journalismus,Verlagswesen, Ranking, Informationswissenschaft, empirical, Datenaufbereitung, ddc: ddc:070
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 1 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
