@inproceedings{2aab672c4dae4b2cbd30fa76afe22e1e,
title = "Set similarity measures for images based on collective knowledge",
abstract = "This work introduces a new class of group similarity where different measures are parameterized with respect to a basic similarity defined on the elements of the sets. Group similarity measures are of great interest for many application domains, since they can be used to evaluate similarity of objects in term of the similarity of the associated sets, for example in multimedia collaborative repositories where images, videos and other multimedia are annotated with meaningful tags whose semantics reflects the collective knowledge of a community of users. The group similarity classes are formally defined and their properties are described and discussed. Experimental results, obtained in the domain of images semantic similarity by using search engine based tag similarity, show the adequacy of the proposed approach in order to reflect the collective notion of semantic similarity.",
keywords = "Collective knowledge, Data mining, Group similarity, Image retrieval, Knowledge discovery, Semantic distance",
author = "Valentina Franzoni and Leung, {Clement H C} and Yuanxi Li and Paolo Mengoni and Alfredo Milani",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015. Copyright: Copyright 2015 Elsevier B.V., All rights reserved.; 15th International Conference on Computational Science and Its Applications, ICCSA 2015 ; Conference date: 22-06-2015 Through 25-06-2015",
year = "2015",
doi = "10.1007/978-3-319-21404-7_30",
language = "English",
isbn = "9783319214030",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "408--417",
editor = "Sanjay Misra and Apduhan, {Bernady O.} and Beniamino Murgante and Gavrilova, {Marina L.} and David Taniar and Osvaldo Gervasi and Sanjay Misra and Carmelo Torre and Rocha, {Ana Maria A.C.}",
booktitle = "Computational Science and Its Applications - ICCSA 2015 - 15th International Conference, Proceedings",
address = "Germany",
}