ICAR Research Data Repository for Knowledge Management
Detecting Social Roles in Twitter
CSIRO RDS Repository
View Archive Info| Field | Value | |
| Title |
Detecting Social Roles in Twitter
|
|
| Creator |
Mac Kim
|
|
| Subject |
Natural Language Processing
|
|
| Description |
Social roles are one particular demographic characteristic, which includes work, recreational, community and familial roles. We create a new annotated dataset for the task of detecting social roles from English Twitter profiles. The dataset includes approximately 1,000 Twitter profiles annotated with social roles. In addition, we release a set of word clusters obtained in an unsupervised manner from Twitter profiles. These clusters may be useful for other natural language processing tasks in social media. |
|
| Publisher |
CSIRO
|
|
| Contributor |
Stephen Wan
Cecile Paris |
|
| Date |
2018-07-09
|
|
| Type |
—
|
|
| Format |
—
|
|
| Identifier |
csiro:33845
|
|
| Language |
—
|
|
| Coverage |
—
|
|
| Rights |
—
|
|