Responding to Natural Disasters on Twitter Social Media to Comparative Analysis of User Behavior and Geospatial Information Content in Indonesia and the United States
DOI:
https://doi.org/10.25126/jitecs.202381400Abstract
Disasters are a series of events that threaten, disrupt people's lives and livelihoods which are caused by natural, non-natural and human factors, resulting in casualties, environmental damage, losses and psychological impacts. Natural disasters have prompted Twitter social media users to upload information about the conditions of areas affected by natural disasters in pictures or only text of the disaster site. At that time, the researcher proposed to analyze the behavior of Twitter social media users towards education levels in Indonesia and the United States. This research provides an overview of the facts about the content shared on Twitter social media, and provides a solution for the extraction of geospatial content on Twitter social media. From the processing of data from Twitter social media, it can be seen that there is no difference in the relationship between Twitter social media users and education levels in Indonesia and the United States and more geospatial information content in the United States than in Indonesia.
References
Siswahyudi, P. Pengembangan Kerangka Kerja Untuk Manajemen Bencana Alam Tanah Longsor Tahap Kesiapsiagaan Di Kota Batu. Published online 2019.
Lovari A, Bowen SA. Social media in disaster communication: A case study of strategies, barriers, and ethical implications. J Public Aff. 2020;20(1):1-9. doi:10.1002/pa.1967
Martínez-Rojas M, Pardo-Ferreira M del C, Rubio-Romero JC. Twitter as a tool for the management and analysis of emergency situations: A systematic literature review. Int J Inf Manage. 2018;43(April):196-208. doi:10.1016/j.ijinfomgt.2018.07.008
Slamet C, Rahman A, Sutedi A, Darmalaksana W, Ramdhani MA, Maylawati DS. Social Media-Based Identifier for Natural Disaster. IOP Conf Ser Mater Sci Eng. 2018;288(1). doi:10.1088/1757-899X/288/1/012039
Huang Q, Xiao Y. Geographic situational awareness: Mining tweets for disaster preparedness, emergency response, impact, and recovery. ISPRS Int J Geo-Information. 2015;4(3):1549-1568. doi:10.3390/ijgi4031549
Sassa S, Takagawa T. Liquefied gravity flow-induced tsunami: first evidence and comparison from the 2018 Indonesia Sulawesi earthquake and tsunami disasters. Landslides. 2019;16(1):195-200. doi:10.1007/s10346-018-1114-x
Hernandez-Suarez A, Sanchez-Perez G, Toscano-Medina K, et al. Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation. Sensors. 2019;19(7):1746. doi:10.3390/s19071746
Cvetojevic S, Hochmair HH. Analyzing the spread of tweets in response to Paris attacks. Comput Environ Urban Syst. 2018;71(March):14-26. doi:10.1016/j.compenvurbsys.2018.03.010
Gunawong P, Thongpapanl N, Ferreira CC. A comparative study of Twitter utilization in disaster management between public and private organizations. J Public Aff. 2019;19(4). doi:10.1002/pa.1932
Lansley G, Longley PA. The geography of Twitter topics in London. Comput Environ Urban Syst. 2016;58:85-96. doi:10.1016/j.compenvurbsys.2016.04.002
Negara ES, Andryani R, Saksono PH. Analisis Data Twitter: Ekstraksi dan Analisis Data Geospasial. J INKOM. 2016;10(1):27. doi:10.14203/j.inkom.433
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