BlogVox: Learning Sentiment Classifiers
| dc.contributor.author | Martineau, Justin | |
| dc.contributor.author | Java, Akshay | |
| dc.contributor.author | Kolari, Pranam | |
| dc.contributor.author | Joshi, Anupam | |
| dc.contributor.author | Finin, Tim | |
| dc.contributor.author | Mayfield, James | |
| dc.date.accessioned | 2018-11-29T19:17:46Z | |
| dc.date.available | 2018-11-29T19:17:46Z | |
| dc.date.issued | 2007-07-22 | |
| dc.description | Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence | en_US |
| dc.description.abstract | Performing sentiment analysis upon a topic, specified by key words, without prior knowledge about the key words is a difficult task. With the growth of the blogosphere researchers, corporations, and politicians, among others are very interested in applying sentiment detection to blogs. To accommodate the demands from myriad users, with similarly diverse desires, a sentiment analysis engine for blogs must discover domain specific features relevant to queries in order to accurately assess the sentiment of blogs. Using meta-learning upon the results of web searches, as BlogVox does, can accomplish this goal. | en_US |
| dc.description.sponsorship | Partial support provided by IBM and by NSF awards ITR-IIS-0326460 and ITR-IDM-0219649. | en_US |
| dc.description.uri | https://www.aaai.org/Papers/AAAI/2007/AAAI07-319.pdf | en_US |
| dc.format.extent | 2 pages | en_US |
| dc.genre | conference papers and proceedings preprints | en_US |
| dc.identifier | doi:10.13016/M2ZK55R01 | |
| dc.identifier.citation | Justin Martineau, Akshay Java, Pranam Kolari, Anupam Joshi, Tim Finin, and James Mayfield, BlogVox: Learning Sentiment Classifiers, Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007, https://www.aaai.org/Papers/AAAI/2007/AAAI07-319.pdf | en_US |
| dc.identifier.uri | http://hdl.handle.net/11603/12133 | |
| dc.language.iso | en_US | en_US |
| dc.publisher | AAAI | en_US |
| dc.relation.isAvailableAt | The University of Maryland, Baltimore County (UMBC) | |
| dc.relation.ispartof | UMBC Computer Science and Electrical Engineering Department Collection | |
| dc.relation.ispartof | UMBC Faculty Collection | |
| dc.relation.ispartof | UMBC Student Collection | |
| dc.rights | This item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author. | |
| dc.subject | BlogVox | en_US |
| dc.subject | Sentiment | en_US |
| dc.subject | Classifiers | en_US |
| dc.subject | Learning | en_US |
| dc.subject | UMBC Ebiquity Research Group | en_US |
| dc.title | BlogVox: Learning Sentiment Classifiers | en_US |
| dc.type | Text | en_US |