Data

Detecting Social Roles in Twitter

Commonwealth Scientific and Industrial Research Organisation
Kim, Mac ; Wan, Stephen ; Paris, Cecile
Viewed: [[ro.stat.viewed]] Cited: [[ro.stat.cited]] Accessed: [[ro.stat.accessed]]
ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.25919/5b4342e00d85e&rft.title=Detecting Social Roles in Twitter&rft.identifier=https://doi.org/10.25919/5b4342e00d85e&rft.publisher=Commonwealth Scientific and Industrial Research Organisation&rft.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 wordclusters obtained in an unsupervised manner from Twitter profiles. These clusters may be useful for other natural language processing tasks in social media.&rft.creator=Kim, Mac &rft.creator=Wan, Stephen &rft.creator=Paris, Cecile &rft.date=2018&rft.edition=v1&rft_rights=CSIRO Data Licence https://research.csiro.au/dap/licences/csiro-data-licence/&rft_rights=Data is accessible online and may be reused in accordance with licence conditions&rft_rights=All Rights (including copyright) CSIRO 2016.&rft_subject=Social roles&rft_subject=Twitter&rft_subject=Social media&rft_subject=Demographic inference&rft_subject=Natural language processing&rft_subject=Artificial intelligence&rft_subject=INFORMATION AND COMPUTING SCIENCES&rft.type=dataset&rft.language=English Access the data
Cite Saved to MyRDA Save to MyRDA

Licence & Rights:

Other view details
Other

CSIRO Data Licence
https://research.csiro.au/dap/licences/csiro-data-licence/

Data is accessible online and may be reused in accordance with licence conditions

All Rights (including copyright) CSIRO 2016.

Access:

Open view details

Accessible for free

Contact Information



Full 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.

Available: 2018-07-09

This dataset is part of a larger collection

Click to explore relationships graph
Help

Related People

Related Grants and Projects

Subjects
Artificial Intelligence | Demographic inference | Information and Computing Sciences | Natural Language Processing | Social media | Social roles | Twitter |

User Contributed Tags    

Login to tag this record with meaningful keywords to make it easier to discover

Identifiers
ACN 633 798 857