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Integration of Exploration and Search: A Case Study of the M\(^3\) Model

  • 2019
  • OriginalPaper
  • Chapter
Published in:
Authors
Snorri Gíslason
Björn Þór Jónsson
Laurent Amsaleg
Published in
MultiMedia Modeling
Publisher
Springer International Publishing

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Abstract

Effective support for multimedia analytics applications requires exploration and search to be integrated seamlessly into a single interaction model. Media metadata can be seen as defining a multidimensional media space, casting multimedia analytics tasks as exploration, manipulation and augmentation of that space. We present an initial case study of integrating exploration and search within this multidimensional media space. We extend the M\(^3\) model, initially proposed as a pure exploration tool, and show that it can be elegantly extended to allow searching within an exploration context and exploring within a search context. We then evaluate the suitability of relational database management systems, as representatives of today’s data management technologies, for implementing the extended M\(^3\) model. Based on our results, we finally propose some research directions for scalability of multimedia analytics.

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previous chapter Multimodal Video Annotation for Retrieval and Discovery of Newsworthy Video in a News Verification Scenario
next chapter Face Swapping for Solving Collateral Privacy Issues in Multimedia Analytics
Title
Integration of Exploration and Search: A Case Study of the M Model
Authors
Snorri Gíslason
Björn Þór Jónsson
Laurent Amsaleg
Copyright Year
2019
Book
MultiMedia Modeling

Print ISBN: 978-3-030-05709-1

Electronic ISBN: 978-3-030-05710-7

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-05710-7_13
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