Survey on mining subjective data on the web
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The dictionary-based approach also includes a subcategory called semantic-based approach.
“The dictionary-based approach also includes a subcategory called semantic-based approach (Tsytsarau & Palpanas, 2012).”
From Sentiment Analysis in Tourism: Capitalizing on Big Data (2019) · cites this paper as Tsytsarau & Palpanas, 2012
The dictionary-based approach was improved by introducing semantic-based analysis methods.
“The dictionary-based approach was improved by introducing semantic-based analysis methods (Tsytsarau & Palpanas, 2012).”
From Sentiment Analysis in Tourism: Capitalizing on Big Data (2019) · cites this paper as Tsytsarau & Palpanas, 2012
Cites
Twitter mood predicts the stock market
Bollen, J., Mao, H., & Zeng, X. (2011) · Journal of Computational Science · doi:10.1016/j.jocs.2010.12.007 · Cited by 5,206 · see citing works
Jindal, N., & Liu, B. (2008) · Proceedings of the international conference on Web search and web data mining - WSDM '08 · doi:10.1145/1341531.1341560 · Cited by 1,542 · see citing works
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Sentiment Analysis in Tourism: Capitalizing on Big Data
Alaei, A. R., Becken, S., & Stantic, B. (2019) · Journal of Travel Research · doi:10.1177/0047287517747753 · Cited by 622 · see citing works
MRR: an unsupervised algorithm to rank reviews by relevance
Woloszyn, V., dos Santos, H. D. P., Wives, L. K., & Becker, K. (2017) · Proceedings of the International Conference on Web Intelligence · doi:10.1145/3106426.3106444 · Cited by 9 · see citing works
(2019) · International Journal of Engineering and Advanced Technology · doi:10.35940/ijeat.f8492.088619 · Cited by 3 · see citing works
- Authors
- Tsytsarau, M., & Palpanas, T.
- Affiliations
- University of Trento (IT)
- Corresponding author
- Tsytsarau, Mikalai
- ORCID
- Palpanas, Themis
- Venue
- Data Mining and Knowledge Discovery
- Published
- 2011-10-19
- Volume
- 24
- Issue
- 3
- Pages
- 478-514
- ISSN
- 1384-5810 (ISSN-L)
- 1573-756X
- OpenAlex
- W2120400822
- Cited by
- 443
- References
- 2
- Citations by year
- 2026: 5 · 2025: 10 · 2024: 31 · 2023: 25 · 2022: 28 · 2021: 39 · 2020: 33 · 2019: 33 · 2018: 33 · 2017: 45 · 2016: 41 · 2015: 45 · 2014: 35 · 2013: 22 · 2012: 14
- FWCI
- 20.60
- Type
- journal article
- Language
- en
- Open access
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Data Mining and Knowledge Discovery (publishedVersion)
- Unitn Eprints Research (Università Degli Studi di Trento) (submittedVersion)
- Institutional Research Information System (Università degli Studi di Trento) (submittedVersion, other-oa)
- Institutional Research Information System (Università degli Studi di Trento) (submittedVersion)
- Iris (University of Trento) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Sentiment Analysis and Opinion Mining
- Physical Sciences › Computer Science › Information Systems › Information Retrieval and Data Mining
- Physical Sciences › Computer Science › Artificial Intelligence › Topic Modeling
- Keywords
- sentiment analysis, opinion retrieval, opinion aggregation, product reviews, contradiction analysis, user-generated content, web mining, opinion trends, information dissemination
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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