What questions do journalists ask on Twitter?

Maram Hasanain, Mossaab Bagdouri, Tamer Elsayed, Douglas W. Oard

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

Social media platforms are a major source of information for both the general public and for journalists. Journalists use Twitter and other social media services to gather story ideas, to find eyewitnesses, and for a wide range of other purposes. One way in which journalists use Twitter is to ask questions. This paper reports on an empirical investigation of questions asked by Arab journalists on Twitter. The analysis begins with the development of an ontology of question types, proceeds to human annotation of training and test data, and concludes by reporting the level of accuracy that can be achieved with automated classification techniques. The results show good classifier effectiveness for high prevalence question types, but that obtaining sufficient training data for lower prevalence question types can be challenging.

Original languageEnglish
Title of host publicationWS-16-16
Subtitle of host publicationCitiLab; WS-16-17: Wiki; WS-16-18: News and Public Opinion; WS-16-19: Social Media in the Newroom; WS-16-20: Social Web for Envioronmental and Ecological Monitoring
PublisherAI Access Foundation
Pages127-134
Number of pages8
ISBN (Electronic)9781577357681
Publication statusPublished - 2016
Externally publishedYes
Event10th International AAAI Conference on Web and Social Media, ICWSM 2016 - Cologne, Germany
Duration: 17 May 201620 May 2016

Publication series

NameAAAI Workshop - Technical Report
VolumeWS-16-16 - WS-16-20

Conference

Conference10th International AAAI Conference on Web and Social Media, ICWSM 2016
Country/TerritoryGermany
CityCologne
Period17/05/1620/05/16

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