Image and Collateral Text in Support of Auto-annotation and Sentiment Analysis
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. At TextGraphs-5: Graph-based Methods for Natural Language Processing, Uppsala, Sweden, The Association for Computational Linguistics, 88-92.
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Description/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.
| Item Type: | Conference or Workshop Item (Speech) |
|---|---|
| Additional Information: | Event Dates: 16th July 2010 |
| ISBNs: | 9781932432770 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Web & Internet Science |
| Item ID: | 271514 |
| Date Deposited: | 03 Sep 2010 09:16 |
| Last Modified: | 02 Mar 2012 13:01 |
| Contributors: | Zontone, Pamela (Author) Boato, Giulia (Author) Hare, Jonathon (Author) Lewis, Paul (Author) Siersdorfer, Stefan (Author) Minack, Enrico (Author) |
| Date: | 16 July 2010 |
| Additional Information: | Event Dates: 16th July 2010 |
| Status: | Published |
| Publisher: | The Association for Computational Linguistics |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/271514 |
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