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Analyzing the Polarity of Opinionated Queries

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Advances in Information Retrieval (ECIR 2012)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 7224))

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Abstract

In this paper, we present an in-depth analysis of Web search queries for controversial topics, focusing on query sentiment. To this end, we conduct extensive user assessments as well as an automatic sentiment analysis using the SentiWordNet thesaurus.

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References

  1. Demartini, G., Siersdorfer, S.: Dear search engine: what’s your opinion about...?: Sentiment analysis for semantic enrichment of web search results. In: Proc. 3rd Int’l Semantic Search Workshop, pp. 4:1–4:7 (2010)

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  2. Esuli, A., Sebastiani, F.: Sentiwordnet: A publicly available lexical resource for opinion mining. In: Proc. 5th Conf. on Language Resources and Evaluation, pp. 417–422 (2006)

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  3. Gyllstrom, K., Moens, M.-F.: Clash of the Typings - Finding Controversies and Children’s Topics within Queries. In: Clough, P., Foley, C., Gurrin, C., Jones, G.J.F., Kraaij, W., Lee, H., Mudoch, V. (eds.) ECIR 2011. LNCS, vol. 6611, pp. 80–91. Springer, Heidelberg (2011)

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  4. Pass, G., Chowdhury, A., Torgeson, C.: A picture of search. In: Proc. 1st Int’l Conf. on Scalable Information Systems (2006)

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© 2012 Springer-Verlag Berlin Heidelberg

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Chelaru, S., Altingovde, I.S., Siersdorfer, S. (2012). Analyzing the Polarity of Opinionated Queries. In: Baeza-Yates, R., et al. Advances in Information Retrieval. ECIR 2012. Lecture Notes in Computer Science, vol 7224. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28997-2_42

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  • DOI: https://doi.org/10.1007/978-3-642-28997-2_42

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28996-5

  • Online ISBN: 978-3-642-28997-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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