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https://dx.doi.org/10.48550/ar...
Article . 2013
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Relevance distributions across Bradford Zones: Can Bradfordizing improve search?

Authors: Mayr, Philipp;

Relevance distributions across Bradford Zones: Can Bradfordizing improve search?

Abstract

The purpose of this paper is to describe the evaluation of the effectiveness of the bibliometric technique Bradfordizing in an information retrieval (IR) scenario. Bradfordizing is used to re-rank topical document sets from conventional abstracting & indexing (A&I) databases into core and more peripheral document zones. Bradfordized lists of journal articles and monographs will be tested in a controlled scenario consisting of different A&I databases from social and political sciences, economics, psychology and medical science, 164 standardized IR topics and intellectual assessments of the listed documents. Does Bradfordizing improve the ratio of relevant documents in the first third (core) compared to the second and last third (zone 2 and zone 3, respectively)? The IR tests show that relevance distributions after re-ranking improve at a significant level if documents in the core are compared with documents in the succeeding zones. After Bradfordizing of document pools, the core has a significant better average precision than zone 2, zone 3 and baseline. This paper should be seen as an argument in favour of alternative non-textual (bibliometric) re-ranking methods which can be simply applied in text-based retrieval systems and in particular in A&I databases.

11 pages, 2 figures, Preprint of a full paper @ 14th International Society of Scientometrics and Informetrics Conference (ISSI 2013)

Keywords

FOS: Computer and information sciences, data bank, technical literature, data preparation, Computer Science - Information Retrieval, 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, Digitale Bibliothek; Digital Library; Bradfordizing, applied research, Informationssystem, Publizistische Medien, Journalismus,Verlagswesen, Ranking, Informationswissenschaft, empirical, Datenaufbereitung, Information Retrieval (cs.IR), ddc: ddc:070

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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).
BIP!Citations provided by BIP!
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.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green