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

  • Snorri Gíslason
  • Björn Þór JónssonEmail author
  • Laurent Amsaleg
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11295)

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.

Keywords

Multimedia analytics Exploration-search axis Scalability 

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Snorri Gíslason
    • 1
  • Björn Þór Jónsson
    • 1
    Email author
  • Laurent Amsaleg
    • 2
  1. 1.IT University of CopenhagenCopenhagenDenmark
  2. 2.CNRS-IRISARennesFrance

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