Performance and trends in recent opinion retrieval techniques

This paper presents trends and performance of opinion retrieval techniques proposed within the last 8 years. We identify major techniques in opinion retrieval and group them into four popular categories. We describe the state-of-the-art techniques for each category and emphasize on their performance...

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Veröffentlicht in:Knowledge engineering review 2015-01, Vol.30 (1), p.76-105
Hauptverfasser: Orimaye, Sylvester O., Alhashmi, Saadat M., Siew, Eu-Gene
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper presents trends and performance of opinion retrieval techniques proposed within the last 8 years. We identify major techniques in opinion retrieval and group them into four popular categories. We describe the state-of-the-art techniques for each category and emphasize on their performance and limitations. We then summarize with a performance comparison table for the techniques on different datasets. Finally, we highlight possible future research directions that can help solve existing challenges in opinion retrieval.
ISSN:0269-8889
1469-8005
DOI:10.1017/S0269888913000167