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Detecting sentiment change in twitter streaming data
| dc.contributor.author | Bifet Figuerol, Albert Carles |
| dc.contributor.author | Holmes, Geoffrey |
| dc.contributor.author | Pfahringer, Bernhard |
| dc.contributor.author | Gavaldà Mestre, Ricard |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
| dc.date.accessioned | 2011-12-27T10:00:47Z |
| dc.date.available | 2011-12-27T10:00:47Z |
| dc.date.created | 2011 |
| dc.date.issued | 2011 |
| dc.identifier.citation | Bifet, A. [et al.]. Detecting sentiment change in twitter streaming data. A: Workshop on Applications of Pattern Analysis. "Journal of Machine Learning Research: Workshop and Conference Proceedings Series". Castro Urdiales: 2011, p. 5-11. |
| dc.identifier.uri | http://hdl.handle.net/2117/14320 |
| dc.description.abstract | MOA-TweetReader is a real-time system to read tweets in real time, to detect changes, and to fi nd the terms whose frequency changed. Twitter is a micro-blogging service built to discover what is happening at any moment in time, anywhere in the world. Twitter messages are short, and generated constantly, and well suited for knowledge discovery using data stream mining. MOA-TweetReader is a software extension to the MOA framework. Massive Online Analysis (MOA) is a software environment for implementing algorithms and running experiments for online learning from evolving data streams. |
| dc.format.extent | 7 p. |
| dc.language.iso | eng |
| dc.subject.lcsh | Data stream mining |
| dc.subject.lcsh | Massive online analysis |
| dc.subject.lcsh | MOA |
| dc.title | Detecting sentiment change in twitter streaming data |
| dc.type | Conference report |
| dc.subject.lemac | Mineria de dades |
| dc.subject.lemac | Microblogging |
| dc.contributor.group | Universitat Politècnica de Catalunya. LARCA - Laboratori d'Algorísmia Relacional, Complexitat i Aprenentatge |
| dc.relation.publisherversion | http://jmlr.csail.mit.edu/proceedings/papers/v17/bifet11a/bifet11a.pdf |
| dc.rights.access | Open Access |
| local.identifier.drac | 8855458 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Bifet, A.; Geoffrey Holmes; Bernhard Pfahringer; Gavaldà, R. |
| local.citation.contributor | Workshop on Applications of Pattern Analysis |
| local.citation.pubplace | Castro Urdiales |
| local.citation.publicationName | Journal of Machine Learning Research: Workshop and Conference Proceedings Series |
| local.citation.startingPage | 5 |
| local.citation.endingPage | 11 |
