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Abstract
In this paper we present an overview of the mining track in the Social Book Search (SBS) lab 2016. The mining track addressed two tasks: (1) classifying forum posts as book search requests, and (2) linking book title mentions in forum posts to unique book IDs in a database. Both tasks are important steps in the process of solving complex search tasks within online reader communities. We prepared two data collections for the classification task: posts from the LibraryThing (LT) forum and a smaller number of posts from Reddit. For the linking task we used annotated LT threads. We found that the classification task was relatively straightforward, achieving up to 94% classification accuracy. The book linking task on the other hand turned out to be a difficult task: here the best system achieved an accuracy of 41% and F-score of 33.5%. Both the automatic classification of book search requests as the automatic linking of book mentions could next year be part of the pipeline for processing complex book searches.
Originalsprog | Engelsk |
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Titel | Working Notes of CLEF 2016 - Conference and Labs of the Evaluation Forum |
Redaktører | Krisztian Balog, Linda Capellato, Nicola Ferro, Craig McDonald |
Antal sider | 11 |
Forlag | CEUR Workshop Proceedings |
Publikationsdato | 5 sep. 2016 |
Sider | 1053-1063 |
Status | Udgivet - 5 sep. 2016 |
Begivenhed | Conference and Labs of the Evaluation forum - Évora, Portugal Varighed: 5 sep. 2016 → 8 sep. 2016 |
Konference
Konference | Conference and Labs of the Evaluation forum |
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Land/Område | Portugal |
By | Évora |
Periode | 05/09/2016 → 08/09/2016 |
Navn | CEUR Workshop Proceedings |
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Vol/bind | 1609 |
ISSN | 1613-0073 |
Fingeraftryk
Dyk ned i forskningsemnerne om 'Overview of the SBS 2016 Mining Track'. Sammen danner de et unikt fingeraftryk.Aktiviteter
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Conference and Labs of the Evaluation forum
Toine Bogers (Deltager)
5 sep. 2016 → 8 sep. 2016Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i konference