Image and Collateral Text in Support of Auto-annotation and Sentiment Analysis
Image and Collateral Text in Support of Auto-annotation and Sentiment Analysis
We present a brief overview of the way in which image analysis, coupled with associated collateral text, is being used for auto-annotation and sentiment analysis. In particular, we describe our approach to auto-annotation using the graph- theoretic dominant set clustering algorithm and the annotation of images with sentiment scores from SentiWordNet. Preliminary results are given for both, and our planned work aims to explore synergies between the two approaches.
978-1-932432-77-0
88-92
Zontone, Pamela
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Boato, Giulia
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Hare, Jonathon
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Lewis, Paul
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Siersdorfer, Stefan
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Minack, Enrico
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16 July 2010
Zontone, Pamela
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Boato, Giulia
1542ec1a-7d42-4a0a-96ce-6b9b454684f5
Hare, Jonathon
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Lewis, Paul
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Siersdorfer, Stefan
e5a8a356-ceeb-4d95-b684-98992e549714
Minack, Enrico
db06f699-4d0e-4767-b7c8-05bcec8990a1
Zontone, Pamela, Boato, Giulia, Hare, Jonathon, Lewis, Paul, Siersdorfer, Stefan and Minack, Enrico
(2010)
Image and Collateral Text in Support of Auto-annotation and Sentiment Analysis.
TextGraphs-5: Graph-based Methods for Natural Language Processing, Uppsala, Sweden.
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Conference or Workshop Item
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Abstract
We present a brief overview of the way in which image analysis, coupled with associated collateral text, is being used for auto-annotation and sentiment analysis. In particular, we describe our approach to auto-annotation using the graph- theoretic dominant set clustering algorithm and the annotation of images with sentiment scores from SentiWordNet. Preliminary results are given for both, and our planned work aims to explore synergies between the two approaches.
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TextGraphs-Trento-Soton4.pdf
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Published date: 16 July 2010
Additional Information:
Event Dates: 16th July 2010
Venue - Dates:
TextGraphs-5: Graph-based Methods for Natural Language Processing, Uppsala, Sweden, 2010-07-16
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 271514
URI: http://eprints.soton.ac.uk/id/eprint/271514
ISBN: 978-1-932432-77-0
PURE UUID: 0dc174af-0dcd-4420-bea6-e546951c2cd1
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Date deposited: 03 Sep 2010 09:16
Last modified: 15 Mar 2024 03:25
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Contributors
Author:
Pamela Zontone
Author:
Giulia Boato
Author:
Jonathon Hare
Author:
Paul Lewis
Author:
Stefan Siersdorfer
Author:
Enrico Minack
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