@inproceedings{2019_12_moreno,
author={M. F. {Moreno} and G. {Lima} and R. {Santos} and R. {Azevedo} and M.
{Endler}},
booktitle={2019 IEEE International Symposium on Multimedia (ISM)},
title={Bridging the Gap between Semantics and Multimedia Processing},
year={2019},
volume={},
number={},
pages={315-3153},
abstract={In this paper, we give an overview of the semantic gap problem in
multimedia and discuss how machine learning and symbolic AI can be combined
to narrow this gap. We describe the gap in terms of a classical architecture
for multimedia processing and discuss a structured approach to bridge it.
This approach combines machine learning (for mapping signals to objects) and
symbolic AI (for linking objects to meanings). Our main goal is to raise
awareness and discuss the challenges involved in this structured approach to
multimedia understanding, especially in the view of the latest developments
in machine learning and symbolic AI.},
}

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