Tweet factors influencing trust and usefulness during both man-made and natural disasters

Shane E. Halse, Andrea Tapia, Anna Squicciarini, Cornelia Caragea

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

To this date, research on crisis informatics has focused on the detection of trust in Twitter data through the use of message structure, sentiment, propagation and author. Little research has examined the usefulness of these messages in the crisis response domain. Toward detecting useful messages in case of crisis, in this paper, we characterize tweets, which are perceived useful or trustworthy, and determine their main features. Our analysis is carried out on two datasets (one natural and one man made) gathered from Twitter concerning hurricane Sandy in 2012 and the Boston Bombing 2013. The results indicate that there is a high correlation and similar factors (support for the victims, informational data, use of humor and type of emotion used) influencing trustworthiness and usefulness for both disaster types. This could have impacts on how messages from social media data are analyzed for use in crisis response.

LanguageEnglish (US)
Title of host publicationISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management
PublisherInformation Systems for Crisis Response and Management, ISCRAM
ISBN (Electronic)9788460879848
StatePublished - Jan 1 2016
Event13th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2016 - Rio de Janeiro, Brazil
Duration: May 22 2016May 25 2016

Other

Other13th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2016
CountryBrazil
CityRio de Janeiro
Period5/22/165/25/16

Fingerprint

Disasters
Bombing
Hurricanes
Man-made disasters
Usefulness
Twitter
Influencing factors
Natural disasters
Crisis response
Propagation
Disaster
Sentiment
Factors
Trustworthiness
Social media
Emotion
Informatics

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems
  • Information Systems and Management
  • Electrical and Electronic Engineering

Cite this

Halse, S. E., Tapia, A., Squicciarini, A., & Caragea, C. (2016). Tweet factors influencing trust and usefulness during both man-made and natural disasters. In ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management Information Systems for Crisis Response and Management, ISCRAM.
Halse, Shane E. ; Tapia, Andrea ; Squicciarini, Anna ; Caragea, Cornelia. / Tweet factors influencing trust and usefulness during both man-made and natural disasters. ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Information Systems for Crisis Response and Management, ISCRAM, 2016.
@inproceedings{ed9d9b7834fb4ca3abfc0a85448eaf98,
title = "Tweet factors influencing trust and usefulness during both man-made and natural disasters",
abstract = "To this date, research on crisis informatics has focused on the detection of trust in Twitter data through the use of message structure, sentiment, propagation and author. Little research has examined the usefulness of these messages in the crisis response domain. Toward detecting useful messages in case of crisis, in this paper, we characterize tweets, which are perceived useful or trustworthy, and determine their main features. Our analysis is carried out on two datasets (one natural and one man made) gathered from Twitter concerning hurricane Sandy in 2012 and the Boston Bombing 2013. The results indicate that there is a high correlation and similar factors (support for the victims, informational data, use of humor and type of emotion used) influencing trustworthiness and usefulness for both disaster types. This could have impacts on how messages from social media data are analyzed for use in crisis response.",
author = "Halse, {Shane E.} and Andrea Tapia and Anna Squicciarini and Cornelia Caragea",
year = "2016",
month = "1",
day = "1",
language = "English (US)",
booktitle = "ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management",
publisher = "Information Systems for Crisis Response and Management, ISCRAM",

}

Halse, SE, Tapia, A, Squicciarini, A & Caragea, C 2016, Tweet factors influencing trust and usefulness during both man-made and natural disasters. in ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Information Systems for Crisis Response and Management, ISCRAM, 13th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2016, Rio de Janeiro, Brazil, 5/22/16.

Tweet factors influencing trust and usefulness during both man-made and natural disasters. / Halse, Shane E.; Tapia, Andrea; Squicciarini, Anna; Caragea, Cornelia.

ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Information Systems for Crisis Response and Management, ISCRAM, 2016.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Tweet factors influencing trust and usefulness during both man-made and natural disasters

AU - Halse, Shane E.

AU - Tapia, Andrea

AU - Squicciarini, Anna

AU - Caragea, Cornelia

PY - 2016/1/1

Y1 - 2016/1/1

N2 - To this date, research on crisis informatics has focused on the detection of trust in Twitter data through the use of message structure, sentiment, propagation and author. Little research has examined the usefulness of these messages in the crisis response domain. Toward detecting useful messages in case of crisis, in this paper, we characterize tweets, which are perceived useful or trustworthy, and determine their main features. Our analysis is carried out on two datasets (one natural and one man made) gathered from Twitter concerning hurricane Sandy in 2012 and the Boston Bombing 2013. The results indicate that there is a high correlation and similar factors (support for the victims, informational data, use of humor and type of emotion used) influencing trustworthiness and usefulness for both disaster types. This could have impacts on how messages from social media data are analyzed for use in crisis response.

AB - To this date, research on crisis informatics has focused on the detection of trust in Twitter data through the use of message structure, sentiment, propagation and author. Little research has examined the usefulness of these messages in the crisis response domain. Toward detecting useful messages in case of crisis, in this paper, we characterize tweets, which are perceived useful or trustworthy, and determine their main features. Our analysis is carried out on two datasets (one natural and one man made) gathered from Twitter concerning hurricane Sandy in 2012 and the Boston Bombing 2013. The results indicate that there is a high correlation and similar factors (support for the victims, informational data, use of humor and type of emotion used) influencing trustworthiness and usefulness for both disaster types. This could have impacts on how messages from social media data are analyzed for use in crisis response.

UR - http://www.scopus.com/inward/record.url?scp=85015753002&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85015753002&partnerID=8YFLogxK

M3 - Conference contribution

BT - ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management

PB - Information Systems for Crisis Response and Management, ISCRAM

ER -

Halse SE, Tapia A, Squicciarini A, Caragea C. Tweet factors influencing trust and usefulness during both man-made and natural disasters. In ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Information Systems for Crisis Response and Management, ISCRAM. 2016