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Authors: David Nettleton 1 ; Mari-Carmen Marcos 1 and Bartolomé Mesa-Lao 2

Affiliations: 1 Pompeu Fabra University, Spain ; 2 Autonomous University of Barcelona, Spain

ISBN: 978-989-674-011-5

Keyword(s): Image tagging, Tag recommendation, User support, Statistical analysis, Data modeling.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Data Analytics ; Data Engineering ; Information Extraction ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Structured Data Analysis and Statistical Methods ; Symbolic Systems

Abstract: Image tagging in Internet is becoming a crucial aspect in the search activity of many users all over the world, as online content evolves from being mainly text based, to being multi-media based (text, images, sound, …). In this paper we present a study carried out for native and non native English language taggers, with the objective of providing user support depending on the detected language skills and characteristics of the user. In order to do this, we analyze the differences between how users tag objectively (using what we call ‘see’ type tags) and subjectively (by what we call ‘evoke’ type tags). We study the data using bivariate correlation, visual inspection and rule induction. We find that the objective/subjective factors are discriminative for native/non native users and can be used to create a data model. This information can be utilized to help and support the user during the tagging process.

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Paper citation in several formats:
Nettleton D.; Marcos M.; Mesa-Lao B. and (2009). USER STUDY OF THE ASSIGNMENT OF OBJECTIVE AND SUBJECTIVE TYPE TAGS TO IMAGES IN INTERNET - Evaluation for Native and non Native English Language Taggers.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009) ISBN 978-989-674-011-5, pages 99-104. DOI: 10.5220/0002273900990104

@conference{kdir09,
author={David Nettleton and Mari{-}Carmen Marcos and Bartolomé Mesa{-}Lao},
title={USER STUDY OF THE ASSIGNMENT OF OBJECTIVE AND SUBJECTIVE TYPE TAGS TO IMAGES IN INTERNET - Evaluation for Native and non Native English Language Taggers},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)},
year={2009},
pages={99-104},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002273900990104},
isbn={978-989-674-011-5},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)
TI - USER STUDY OF THE ASSIGNMENT OF OBJECTIVE AND SUBJECTIVE TYPE TAGS TO IMAGES IN INTERNET - Evaluation for Native and non Native English Language Taggers
SN - 978-989-674-011-5
AU - Nettleton, D.
AU - Marcos, M.
AU - Mesa-Lao, B.
PY - 2009
SP - 99
EP - 104
DO - 10.5220/0002273900990104

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