DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Zae Myung | - |
dc.contributor.author | Jeong, Young-Seob | - |
dc.contributor.author | Hyeon, Jonghwan | - |
dc.contributor.author | Oh, Hyngrai | - |
dc.contributor.author | Choi, Ho Jin | - |
dc.date.accessioned | 2016-07-06T02:44:56Z | - |
dc.date.available | 2016-07-06T02:44:56Z | - |
dc.date.created | 2016-06-13 | - |
dc.date.issued | 2016-01-23 | - |
dc.identifier.citation | the 2016 2nd International Conference on Data Mining, Electronics and Information Technology (DMEIT'16), pp.40 - 47 | - |
dc.identifier.uri | http://hdl.handle.net/10203/209424 | - |
dc.description.abstract | Intent classification refers to the process of identifying a set of intents of interest that appear in a given document. This work considers the task of annotating travel-related reviews with travel intents that best represent the reviewer's reason for visiting the place of interest (POI). A domain-tailored word embedding model is learned to construct intent-specific feature vectors, thereby improving classification accuracy. The feasibility of multiclass intent classification is explored using an intent corpus, consisting of 6,560 labelled reviews. | - |
dc.language | English | - |
dc.publisher | Emirates Association of Computer, Electrical & Electronics Engineers (EACEEE) | - |
dc.title | Classifying Travel-related Intents in Textual Data | - |
dc.type | Conference | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 40 | - |
dc.citation.endingpage | 47 | - |
dc.citation.publicationname | the 2016 2nd International Conference on Data Mining, Electronics and Information Technology (DMEIT'16) | - |
dc.identifier.conferencecountry | TH | - |
dc.identifier.conferencelocation | Patong Beach, Phuket, Thailand | - |
dc.identifier.doi | 10.15242/ijccie.er01161004 | - |
dc.contributor.localauthor | Kim, Zae Myung | - |
dc.contributor.localauthor | Jeong, Young-Seob | - |
dc.contributor.localauthor | Hyeon, Jonghwan | - |
dc.contributor.localauthor | Choi, Ho Jin | - |
dc.contributor.nonIdAuthor | Oh, Hyngrai | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.