An In-Depth Analysis of Tags and Controlled Metadata for Book Search

Toine Bogers, Vivien Petras

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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Abstrakt

Book search for information needs that go beyond standard bibliographic data is far from a solved problem. Such complex information needs often cover a combination of di erent aspects, such as specific genres or plot elements, engagement or novelty. By design, subject information in controlled vocabularies is not always adequate in covering such complex needs, and social tags have been proposed as an alternative. In this paper we present a large-scale empirical comparison and in-depth analysis of the value of controlled vocabularies and tags for book retrieval using a test collection of over 2 million book records and over 330 real-world book information needs. We find that while tags and controlled vocabulary terms provide complementary performance, tags perform better overall. However, this is not due to a popularity e ect; instead, tags are better at matching the language of regular users. Finally, we perform a detailed failure analysis and show, using tags and controlled vocabulary terms, that some request types are inherently more di cult to solve than others.
OriginalsprogEngelsk
TitelProceedings of iConference 2017
Antal sider16
ForlagiSchools
Publikationsdato25 mar. 2017
ISBN (Trykt)978-0-9884900-4-8
DOI
StatusUdgivet - 25 mar. 2017
BegivenhediConference 2017: Effect, Expand, Evolve - Wuhan, Kina
Varighed: 22 mar. 201725 mar. 2017
http://ischools.org/the-iconference/

Konference

KonferenceiConference 2017
LandKina
ByWuhan
Periode22/03/201725/03/2017
Internetadresse
NavniConference Proceedings
Vol/bind2
ISSN2325-6850

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  • Aktiviteter

    • 1 Organisering af eller deltagelse i konference

    iConference 2017

    Toine Bogers (Deltager)

    22 mar. 201725 mar. 2017

    Aktivitet: Deltagelse i faglig begivenhedOrganisering af eller deltagelse i konference

    Priser

    Best Paper Award

    Bogers, Toine (Modtager) & Vivien Petras (Modtager), 23 mar. 2017

    Pris: Konferencepriser

    Citationsformater

    Bogers, T., & Petras, V. (2017). An In-Depth Analysis of Tags and Controlled Metadata for Book Search. I Proceedings of iConference 2017 iSchools. iConference Proceedings, Bind. 2 https://doi.org/10.9776/17002