A social media-based over layer on the edge for handling emergency-related events. (December 2021)
- Record Type:
- Journal Article
- Title:
- A social media-based over layer on the edge for handling emergency-related events. (December 2021)
- Main Title:
- A social media-based over layer on the edge for handling emergency-related events
- Authors:
- Tundis, Andrea
Melnik, Maksim
Naveed, Hashim
Mühlhäuser, Max - Abstract:
- Abstract: Online Social Networks (OSNs), together with messaging services are tools for the exchange of entertainment-related information. However, they represent virtual environments capable of providing relevant information related to emergency or criminal events. Thanks to the simple way of using OSNs in combination to modern ubiquitous Internet of Things (IoT) smart devices, the generation and exploitation of such information is made available to users in real-time even more easily. Unfortunately, its reuse has not been taken into consideration yet due to the lack of specific models and related software tools. In this context, the paper presents a social media-based over layer for supporting the monitoring, detection, computation and information sharing of social media information related to emergency scenarios centered on smartphones and text mining techniques. The proposal is assessed through two different case studies, by evaluating the performances of different classifiers and by showing the logic of the functionalities of the related apps.
- Is Part Of:
- Computers & electrical engineering. Volume 96:Part B(2021)
- Journal:
- Computers & electrical engineering
- Issue:
- Volume 96:Part B(2021)
- Issue Display:
- Volume 96, Issue 2 (2021)
- Year:
- 2021
- Volume:
- 96
- Issue:
- 2
- Issue Sort Value:
- 2021-0096-0002-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-12
- Subjects:
- Internet of Things -- Online social networks -- Text mining -- Machine learning -- Safety -- Crime detection -- Emergency management
Computer engineering -- Periodicals
Electrical engineering -- Periodicals
Electrical engineering -- Data processing -- Periodicals
Ordinateurs -- Conception et construction -- Périodiques
Électrotechnique -- Périodiques
Électrotechnique -- Informatique -- Périodiques
Computer engineering
Electrical engineering
Electrical engineering -- Data processing
Periodicals
Electronic journals
621.302854 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00457906/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compeleceng.2021.107570 ↗
- Languages:
- English
- ISSNs:
- 0045-7906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.680000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 20179.xml