This article explores current literature to identify the main uses of Twitter in emergency management over the past ten
years in Australia and overseas. It finds several uses across the ‘disaster cycle’ including as a medium for identifying hazard
risk, community engagement for disaster mitigation and preparedness, early warning communication, crowdsourcing to provide real-time information, emotional support, identifying needs and vulnerabilities of affected communities, and allocating resources during recovery. This paper concludes by examining some relatively untapped uses of Twitter in building disaster resilience including for social capital
formation, capacity building, disaster virtual communities-of-practice, and social change.
Social Media Guidelines for INC Journalists Daniel Moran
This document provides guidelines for journalists at the University of Florida Innovation News Center (INC) for using social media. It begins with an introduction explaining how social media has transformed news consumption and production, requiring journalists to develop strong social media skills. It then discusses the need for the INC to establish social media guidelines to provide consistency for students. The document reviews literature on social media platforms like Twitter and Facebook that are heavily used by journalists and audiences. It concludes by explaining the author's qualifications and goal to document social media best practices and standards to pass on to INC students.
This document discusses the need for social media guidelines for journalists at the University of Florida Innovation News Center (INC). It provides background on social media platforms and how journalists and news organizations use social media. It reviews best practices for social media guidelines at other news organizations. The author is qualified to create social media guidelines for the INC based on their education and experience working in newsrooms and maintaining social media accounts. The document proposes to develop guidelines through interviews with INC managers and students. The resulting guidelines will provide standards for using social media as journalists and managing official INC accounts.
How to use social medias to better engage people affected by crisesNoMOUZAY
This document provides guidance for humanitarian organizations on using social media to better engage with communities affected by crises. It recommends starting by researching which social media platforms are most widely used in the target country or community to understand where to focus engagement efforts. The guide emphasizes building proximity and trust both on and offline as foundations for effective social media communication. It then offers tips for activities like social media listening, preparedness, emergency response, and measuring success. The overall aim is to strengthen two-way communication and engagement with affected populations to center their needs, concerns, and feedback in humanitarian programs and responses.
OCHA Think Brief - Hashtag Standards for emergenciesJan Husar
POLICY AND STUDIES SERIES
These short think pieces are non-papers that present
relatively new ideas that require testing and validation.
The objective of the Think Brief is to generate feedback,
views and advice. The Think Briefs do not necessarily
represent the official views of OCHA
Social Media to Situational Awareness; Value in not so many wordsmwhite1ca
This document discusses whether social media can provide greater situational awareness for first responders during emergencies. It defines situational awareness as having a clear picture of relevant threat information, and social media as interactive online communication. The document explores factors both for and against social media's ability to create situational awareness. It argues that social media can magnify impacts during crises and that listening to social media posts can provide timely, location-specific information to help first responders and the public understand developing situations. However, social media also has limitations like message length and internet/notification requirements.
1) The document discusses how data mining can help detect fake news on social media. It provides definitions of fake news and outlines some key features like intentionally misleading information and inaccurate claims.
2) Data mining approaches involve extracting linguistic, visual, and user-based features from news content and social contexts. Machine learning models are then constructed based on these features to identify fake news.
3) Features include information about news sources and style, user profiles and reactions, as well as fact-checking of news claims. The models aim to verify the truthfulness of news and gauge social responses for detecting misinformation.
This document provides a summary of a capstone project proposal for developing a social media plan for the Nevada Emergency Alert System (EAS). Key points:
- Social media has become an important tool for emergency communication during disasters due to its immediacy and ability to share information in real-time.
- The proposal recommends Nevada EAS develop a social media plan and presence to effectively utilize social media for mitigation, preparedness, response and recovery efforts.
- If implemented properly with training and practice, a social media plan could help Nevada EAS become a leader in using social media to communicate with the public during emergencies.
This document discusses the rise of social convergence and its impact on emergency management. It outlines how mobile technologies and social media now enable citizens to actively participate during emergencies by sharing information and participating in crowdsourcing. This empowered citizenry generates large amounts of user-generated data that emergency managers must now integrate into their response if they want to remain relevant. The document analyzes several recent disaster case studies and proposes a six-step approach for emergency managers to adopt social media into their operations.
Social Media Guidelines for INC Journalists Daniel Moran
This document provides guidelines for journalists at the University of Florida Innovation News Center (INC) for using social media. It begins with an introduction explaining how social media has transformed news consumption and production, requiring journalists to develop strong social media skills. It then discusses the need for the INC to establish social media guidelines to provide consistency for students. The document reviews literature on social media platforms like Twitter and Facebook that are heavily used by journalists and audiences. It concludes by explaining the author's qualifications and goal to document social media best practices and standards to pass on to INC students.
This document discusses the need for social media guidelines for journalists at the University of Florida Innovation News Center (INC). It provides background on social media platforms and how journalists and news organizations use social media. It reviews best practices for social media guidelines at other news organizations. The author is qualified to create social media guidelines for the INC based on their education and experience working in newsrooms and maintaining social media accounts. The document proposes to develop guidelines through interviews with INC managers and students. The resulting guidelines will provide standards for using social media as journalists and managing official INC accounts.
How to use social medias to better engage people affected by crisesNoMOUZAY
This document provides guidance for humanitarian organizations on using social media to better engage with communities affected by crises. It recommends starting by researching which social media platforms are most widely used in the target country or community to understand where to focus engagement efforts. The guide emphasizes building proximity and trust both on and offline as foundations for effective social media communication. It then offers tips for activities like social media listening, preparedness, emergency response, and measuring success. The overall aim is to strengthen two-way communication and engagement with affected populations to center their needs, concerns, and feedback in humanitarian programs and responses.
OCHA Think Brief - Hashtag Standards for emergenciesJan Husar
POLICY AND STUDIES SERIES
These short think pieces are non-papers that present
relatively new ideas that require testing and validation.
The objective of the Think Brief is to generate feedback,
views and advice. The Think Briefs do not necessarily
represent the official views of OCHA
Social Media to Situational Awareness; Value in not so many wordsmwhite1ca
This document discusses whether social media can provide greater situational awareness for first responders during emergencies. It defines situational awareness as having a clear picture of relevant threat information, and social media as interactive online communication. The document explores factors both for and against social media's ability to create situational awareness. It argues that social media can magnify impacts during crises and that listening to social media posts can provide timely, location-specific information to help first responders and the public understand developing situations. However, social media also has limitations like message length and internet/notification requirements.
1) The document discusses how data mining can help detect fake news on social media. It provides definitions of fake news and outlines some key features like intentionally misleading information and inaccurate claims.
2) Data mining approaches involve extracting linguistic, visual, and user-based features from news content and social contexts. Machine learning models are then constructed based on these features to identify fake news.
3) Features include information about news sources and style, user profiles and reactions, as well as fact-checking of news claims. The models aim to verify the truthfulness of news and gauge social responses for detecting misinformation.
This document provides a summary of a capstone project proposal for developing a social media plan for the Nevada Emergency Alert System (EAS). Key points:
- Social media has become an important tool for emergency communication during disasters due to its immediacy and ability to share information in real-time.
- The proposal recommends Nevada EAS develop a social media plan and presence to effectively utilize social media for mitigation, preparedness, response and recovery efforts.
- If implemented properly with training and practice, a social media plan could help Nevada EAS become a leader in using social media to communicate with the public during emergencies.
This document discusses the rise of social convergence and its impact on emergency management. It outlines how mobile technologies and social media now enable citizens to actively participate during emergencies by sharing information and participating in crowdsourcing. This empowered citizenry generates large amounts of user-generated data that emergency managers must now integrate into their response if they want to remain relevant. The document analyzes several recent disaster case studies and proposes a six-step approach for emergency managers to adopt social media into their operations.
Social Media and Emergency Management: Integrating SMDavid Merrick II
The document discusses the use of social media in emergency and disaster management. It outlines the four phases of emergency management: mitigation, preparedness, response, and recovery. For each phase, examples are given of traditional communication and examples of how social media could enhance communication at different levels of usage from promotion to engagement to integration. The presentation concludes that social media, when integrated effectively, can act as a force multiplier during disasters by enhancing coordination, communications, and public participation.
Social media Marketing Presentation by vaibhavjainVaibhav Jain
This is a Social media Presentation made by me a few months ago with a few Basics inside the PPT. Hope it Helps you to Grow your business. the Images used here are From Search Engine's and i hereby do not Claim to be the owner of the same. This PPT is in the interest of People and the content is wholly Written by me(@followvaibhav).
Fredrick Ishengoma - Online Social Networks and Terrorism 2.0 in Developing C...Fredrick Ishengoma
The advancement in technology has brought a new era in terrorism where Online Social Networks (OSNs) have become a major platform of communication with wide range of usage from message channeling to propaganda and recruitment of new followers in terrorist groups. Meanwhile, during the terrorist attacks people use OSNs for information exchange, mobilizing and uniting and raising money for the victims. This paper critically analyses the specific usage of OSNs in the times of terrorisms attacks in developing countries. We crawled and used Twitter’s data during Westgate shopping mall terrorist attack in Nairobi, Kenya. We then analyzed the number of tweets, geo-location of tweets, demographics of the users and whether users in developing countries tend to tweet, retweet or reply during the event of a terrorist attack. We define new metrics (reach and impression of the tweet) and present the models for calculating them. The study findings show that, users from developing countries tend to tweet more at the first and critical times of the terrorist occurrence. Moreover, large number of tweets originated from the attacked country (Kenya) with 73% from men and 23% from women where original posts had a most number of tweets followed by replies and retweets.
Includes an overview to the social and participatory aspects of the Web, an overview of social media tools, and commonly used metrics for evaluating specific social media tools. Additionally, case examples will be provided on the use of social media in health communication and public health.
This document discusses the growing influence and potential threats of social media. It argues that while social media has enabled greater communication and mobilization, it can also be used to infringe privacy and destabilize governments if left unregulated. The document outlines how social media was used in events like the Arab Spring and recent protests. It suggests measures like monitoring, censorship, and identifying online influencers that countries could take to regulate social media and prevent its misuse. The document also discusses how social media has enabled new forms of currency like Bitcoin and their association with illegal activities like money laundering and terrorism financing on the dark web. It argues that if social media and new currencies are not properly governed, they could come to dominate the global order
In 3 sentences or less:
The document summarizes key findings from a Pew Research Center report about news use across social media platforms in 2017. It finds that two-thirds of U.S. adults now get at least some news from social media, with Facebook remaining the top source but YouTube seeing the biggest increase. While older, less educated, and non-white Americans have increased their social media news consumption the most since 2016, people also increasingly get news from multiple platforms.
Twitter has impacted journalism and news media in several ways. It has empowered journalists to report news from the source as it happens through live tweets. It has changed the way people consume news by providing more immediate updates directly from eyewitnesses. It has also led both traditional and independent media outlets to use Twitter as a platform to publish and promote their news, thereby changing how news is distributed and monetized.
SOCIAL MEDIA NEWS: MOTIVATION, PURPOSE AND USAGEijcsit
This paper presents the results of an online survey which was conducted to analyse the use of social web in
the context of daily news. Users’ motivation and habit in the news consumption were focused. Moreover,
users’ news behaviour was distinguished in three purposes such news consumption, news production and
news dissemination to find out if the usage has a passive or active character. In a second step it was
questioned which social software is used for which purpose. In conclusion users appreciate social software
for features such as interactivity and information that traditional media does not provide. Among the social
web platforms users prefer social networking sites as well as videoshare platforms. Social networking sites
also rank first in the news production and dissemination.
1) Social media is hurting society by devaluing face-to-face interaction and personal relationships as people develop a habit of constantly checking social media. It also allows for anonymous bullying online.
2) While social media enables greater civic engagement like supporting causes, it also helps groups like ISIS plan attacks. It threatens privacy as user data is collected and used for targeted advertising.
3) Social media is negatively impacting industries like journalism as people get news and media for free online instead of paying for publications. It also enables new forms of anonymous bullying in schools.
iSentia_Whitepaper_which media sets the news agendajohnnychalmers
1. The document discusses whether mass media or social media primarily sets the news agenda today. It notes that while mass media was dominant for the past century, the rise of social media is changing how news and information spreads.
2. Key findings from research included that the line between mass and social media is blurred, with many obtaining news from both sources, and that while most news still comes from mass media, social media is becoming increasingly important, especially for younger demographics.
3. Examples are given showing how social media has broken major news stories and had significant impact on public communication and events. However, mass media remains the primary source for most, though reliance on it is declining as people increasingly use online and mobile sources
Existence of Social Media in Pandemic Boon or Baneijtsrd
This article aims to highlight the role and accountability of media and social networking sites in the pandemic situation. In the contemporary world, where everything is being advanced, the role and position of media and social networking sites have also been changed and become more strong. The year 2020 has marked its name in history due to the lockdown and closing of all the borders and states. This kind of lockdown has never ever been happened in the society and in the world. This is due to the virus namely Corona Virus, due to which this type of situation has occurred. Now, in such hard time, the role of media has also increased. Their role is just not to protect the life of people but also ensure that no wrong information be shared with the people which resulted in misleading the folk. Along with that, the role of media is to be the safeguard of the society and help the authorities to know the position of people living in countryside and urban areas. Hence, this article would try to analyze the role played by media and tries to find out whether social networking and media are boon for the society or bane in this alarming situation. Gurpreet Kaur "Existence of Social Media in Pandemic: Boon or Bane" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30849.pdf Paper Url :https://www.ijtsrd.com/humanities-and-the-arts/social-science/30849/existence-of-social-media-in-pandemic-boon-or-bane/gurpreet-kaur
This document summarizes a research study that compares social media use by government agencies in South Korea and the United States. The study analyzed Twitter data from 40 Korean agencies and 32 US agencies between February and August 2011. The results showed differences in social media strategies between the two countries that reflect their cultural differences. Korean agencies had denser networks with more reciprocal following relationships, while US agencies were more sparsely connected and individualistic in their use of social media. The study provides insights into how social media is used for government engagement in collectivist versus individualistic cultural settings.
A Systematic Survey on Detection of Extremism in Social MediaRSIS International
Extremism is an uncommon feature of a person or a group. These extreme features pertain to beliefs, attitudes, feelings, actions, or strategies, etc. Extremist activities happen on various platforms on the Internet. These platforms are constantly being utilized to spread extremist agenda, influence people and create virtual organizations and communities. Automatic detection of such a level of extremism in social media is a technically challenging problem that has recently gained popularity in the research community. This paper provides a systematic, critical and detailed literature review of the state of the art techniques used in automatic detection of extremism of different forms and in different types of social media. The survey outcome is systematically presented using several dimensions like machine learning techniques used to detect extremism, features and datasets employed in research studies, emerging trends in extremism, limitation of existing work and possible prospects in future. Several findings from the survey have been identified as potential directions for future work. Specifically to mention, spatial-temporal features have not been fully utilized to detect extremism. Such features, if systematically used, can play a very vital role in tracing the location as well as time of promoting extremists activities.
Social media has become a powerful tool for emergency communication during disasters by allowing fast dissemination of information to media and the public. It was not widely used for emergencies early on but its role grew after events like the 2010 Haiti earthquake. During disasters like Hurricane Sandy and the Boston Marathon bombing, tens of millions of social media posts were generated. For future emergencies, social media will continue to be an important communication channel that government agencies cannot afford to be without.
3 ways to engage citizens using social mediaGohar Khan
The document outlines 3 ways governments can engage citizens using social media: 1) socializing government information through simple and complex methods, 2) establishing mass collaboration between government and citizens through crowd sourcing and apps, and 3) establishing social transactions with citizens by providing online access to government services.
This document discusses a study examining how the speed of an organization's response on social media during a crisis affects outcomes. It will analyze case studies to understand how response time and messaging frequency impacted public perception. The literature review found that communicating via Twitter during a crisis leads to better reputation management than blogs or newspapers. However, more research is needed on how quickly information must flow on social media and how response frequency influences effectiveness. The study aims to provide crisis communicators a better sense of the time available before messaging in social media.
This document summarizes a study that explored the use of Twitter among Korean boy band fan club members in Thailand. The study used a survey of 68 fans to examine how their Twitter usage and behaviors may change based on the number of followers they have. The study found that having more followers can create pressure to post certain types of content and restrict expressing opinions. It also found that Twitter is used for social interactions, information sharing, and expressing opinions, which aligns with Uses and Gratification theory about motivations for using different media.
Paper: A review of the value of social media in countrywide disaster risk red...Neil Dufty
This input paper was developed for the HFA Thematic Review and as an input to the Global Assessment Report on Disaster Risk Reduction 2015 (GAR15). It examines the current and potential value of social media in raising risk awareness and forming communities of practice before a disaster happens.
Emergency Management in the age of social convergencePatrice Cloutier
Conference on social media use in emergency management given at the Social Media in Government Conference on Oct. 3, 2011 for the Conference Board of Canada.
Social Media and Emergency Management: Integrating SMDavid Merrick II
The document discusses the use of social media in emergency and disaster management. It outlines the four phases of emergency management: mitigation, preparedness, response, and recovery. For each phase, examples are given of traditional communication and examples of how social media could enhance communication at different levels of usage from promotion to engagement to integration. The presentation concludes that social media, when integrated effectively, can act as a force multiplier during disasters by enhancing coordination, communications, and public participation.
Social media Marketing Presentation by vaibhavjainVaibhav Jain
This is a Social media Presentation made by me a few months ago with a few Basics inside the PPT. Hope it Helps you to Grow your business. the Images used here are From Search Engine's and i hereby do not Claim to be the owner of the same. This PPT is in the interest of People and the content is wholly Written by me(@followvaibhav).
Fredrick Ishengoma - Online Social Networks and Terrorism 2.0 in Developing C...Fredrick Ishengoma
The advancement in technology has brought a new era in terrorism where Online Social Networks (OSNs) have become a major platform of communication with wide range of usage from message channeling to propaganda and recruitment of new followers in terrorist groups. Meanwhile, during the terrorist attacks people use OSNs for information exchange, mobilizing and uniting and raising money for the victims. This paper critically analyses the specific usage of OSNs in the times of terrorisms attacks in developing countries. We crawled and used Twitter’s data during Westgate shopping mall terrorist attack in Nairobi, Kenya. We then analyzed the number of tweets, geo-location of tweets, demographics of the users and whether users in developing countries tend to tweet, retweet or reply during the event of a terrorist attack. We define new metrics (reach and impression of the tweet) and present the models for calculating them. The study findings show that, users from developing countries tend to tweet more at the first and critical times of the terrorist occurrence. Moreover, large number of tweets originated from the attacked country (Kenya) with 73% from men and 23% from women where original posts had a most number of tweets followed by replies and retweets.
Includes an overview to the social and participatory aspects of the Web, an overview of social media tools, and commonly used metrics for evaluating specific social media tools. Additionally, case examples will be provided on the use of social media in health communication and public health.
This document discusses the growing influence and potential threats of social media. It argues that while social media has enabled greater communication and mobilization, it can also be used to infringe privacy and destabilize governments if left unregulated. The document outlines how social media was used in events like the Arab Spring and recent protests. It suggests measures like monitoring, censorship, and identifying online influencers that countries could take to regulate social media and prevent its misuse. The document also discusses how social media has enabled new forms of currency like Bitcoin and their association with illegal activities like money laundering and terrorism financing on the dark web. It argues that if social media and new currencies are not properly governed, they could come to dominate the global order
In 3 sentences or less:
The document summarizes key findings from a Pew Research Center report about news use across social media platforms in 2017. It finds that two-thirds of U.S. adults now get at least some news from social media, with Facebook remaining the top source but YouTube seeing the biggest increase. While older, less educated, and non-white Americans have increased their social media news consumption the most since 2016, people also increasingly get news from multiple platforms.
Twitter has impacted journalism and news media in several ways. It has empowered journalists to report news from the source as it happens through live tweets. It has changed the way people consume news by providing more immediate updates directly from eyewitnesses. It has also led both traditional and independent media outlets to use Twitter as a platform to publish and promote their news, thereby changing how news is distributed and monetized.
SOCIAL MEDIA NEWS: MOTIVATION, PURPOSE AND USAGEijcsit
This paper presents the results of an online survey which was conducted to analyse the use of social web in
the context of daily news. Users’ motivation and habit in the news consumption were focused. Moreover,
users’ news behaviour was distinguished in three purposes such news consumption, news production and
news dissemination to find out if the usage has a passive or active character. In a second step it was
questioned which social software is used for which purpose. In conclusion users appreciate social software
for features such as interactivity and information that traditional media does not provide. Among the social
web platforms users prefer social networking sites as well as videoshare platforms. Social networking sites
also rank first in the news production and dissemination.
1) Social media is hurting society by devaluing face-to-face interaction and personal relationships as people develop a habit of constantly checking social media. It also allows for anonymous bullying online.
2) While social media enables greater civic engagement like supporting causes, it also helps groups like ISIS plan attacks. It threatens privacy as user data is collected and used for targeted advertising.
3) Social media is negatively impacting industries like journalism as people get news and media for free online instead of paying for publications. It also enables new forms of anonymous bullying in schools.
iSentia_Whitepaper_which media sets the news agendajohnnychalmers
1. The document discusses whether mass media or social media primarily sets the news agenda today. It notes that while mass media was dominant for the past century, the rise of social media is changing how news and information spreads.
2. Key findings from research included that the line between mass and social media is blurred, with many obtaining news from both sources, and that while most news still comes from mass media, social media is becoming increasingly important, especially for younger demographics.
3. Examples are given showing how social media has broken major news stories and had significant impact on public communication and events. However, mass media remains the primary source for most, though reliance on it is declining as people increasingly use online and mobile sources
Existence of Social Media in Pandemic Boon or Baneijtsrd
This article aims to highlight the role and accountability of media and social networking sites in the pandemic situation. In the contemporary world, where everything is being advanced, the role and position of media and social networking sites have also been changed and become more strong. The year 2020 has marked its name in history due to the lockdown and closing of all the borders and states. This kind of lockdown has never ever been happened in the society and in the world. This is due to the virus namely Corona Virus, due to which this type of situation has occurred. Now, in such hard time, the role of media has also increased. Their role is just not to protect the life of people but also ensure that no wrong information be shared with the people which resulted in misleading the folk. Along with that, the role of media is to be the safeguard of the society and help the authorities to know the position of people living in countryside and urban areas. Hence, this article would try to analyze the role played by media and tries to find out whether social networking and media are boon for the society or bane in this alarming situation. Gurpreet Kaur "Existence of Social Media in Pandemic: Boon or Bane" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30849.pdf Paper Url :https://www.ijtsrd.com/humanities-and-the-arts/social-science/30849/existence-of-social-media-in-pandemic-boon-or-bane/gurpreet-kaur
This document summarizes a research study that compares social media use by government agencies in South Korea and the United States. The study analyzed Twitter data from 40 Korean agencies and 32 US agencies between February and August 2011. The results showed differences in social media strategies between the two countries that reflect their cultural differences. Korean agencies had denser networks with more reciprocal following relationships, while US agencies were more sparsely connected and individualistic in their use of social media. The study provides insights into how social media is used for government engagement in collectivist versus individualistic cultural settings.
A Systematic Survey on Detection of Extremism in Social MediaRSIS International
Extremism is an uncommon feature of a person or a group. These extreme features pertain to beliefs, attitudes, feelings, actions, or strategies, etc. Extremist activities happen on various platforms on the Internet. These platforms are constantly being utilized to spread extremist agenda, influence people and create virtual organizations and communities. Automatic detection of such a level of extremism in social media is a technically challenging problem that has recently gained popularity in the research community. This paper provides a systematic, critical and detailed literature review of the state of the art techniques used in automatic detection of extremism of different forms and in different types of social media. The survey outcome is systematically presented using several dimensions like machine learning techniques used to detect extremism, features and datasets employed in research studies, emerging trends in extremism, limitation of existing work and possible prospects in future. Several findings from the survey have been identified as potential directions for future work. Specifically to mention, spatial-temporal features have not been fully utilized to detect extremism. Such features, if systematically used, can play a very vital role in tracing the location as well as time of promoting extremists activities.
Social media has become a powerful tool for emergency communication during disasters by allowing fast dissemination of information to media and the public. It was not widely used for emergencies early on but its role grew after events like the 2010 Haiti earthquake. During disasters like Hurricane Sandy and the Boston Marathon bombing, tens of millions of social media posts were generated. For future emergencies, social media will continue to be an important communication channel that government agencies cannot afford to be without.
3 ways to engage citizens using social mediaGohar Khan
The document outlines 3 ways governments can engage citizens using social media: 1) socializing government information through simple and complex methods, 2) establishing mass collaboration between government and citizens through crowd sourcing and apps, and 3) establishing social transactions with citizens by providing online access to government services.
This document discusses a study examining how the speed of an organization's response on social media during a crisis affects outcomes. It will analyze case studies to understand how response time and messaging frequency impacted public perception. The literature review found that communicating via Twitter during a crisis leads to better reputation management than blogs or newspapers. However, more research is needed on how quickly information must flow on social media and how response frequency influences effectiveness. The study aims to provide crisis communicators a better sense of the time available before messaging in social media.
This document summarizes a study that explored the use of Twitter among Korean boy band fan club members in Thailand. The study used a survey of 68 fans to examine how their Twitter usage and behaviors may change based on the number of followers they have. The study found that having more followers can create pressure to post certain types of content and restrict expressing opinions. It also found that Twitter is used for social interactions, information sharing, and expressing opinions, which aligns with Uses and Gratification theory about motivations for using different media.
Paper: A review of the value of social media in countrywide disaster risk red...Neil Dufty
This input paper was developed for the HFA Thematic Review and as an input to the Global Assessment Report on Disaster Risk Reduction 2015 (GAR15). It examines the current and potential value of social media in raising risk awareness and forming communities of practice before a disaster happens.
Emergency Management in the age of social convergencePatrice Cloutier
Conference on social media use in emergency management given at the Social Media in Government Conference on Oct. 3, 2011 for the Conference Board of Canada.
The document provides an overview of social media and theoretical perspectives on social media. It discusses functionalist, conflict, and interactionist perspectives. It covers topics like social media addiction, statistics on Pakistani social media users, types of cyber crimes, and laws related to cyber crimes. The document contains an introduction to social media, definitions, types of social media, and an overview of the growth of social media users worldwide and in Pakistan. It examines the perspectives on both the positive and negative impacts of social media.
Understanding Emerging Social Media Platforms in Qatar (Full report, Spring 2...Damian Radcliffe
This report demonstrates the central role social media plays in the lives of many Internet users in Qatar. It explores not only which social media platforms people use, but also how and why they use them. The platforms examined in this investigative exercise are a mix of older and more established platforms like Facebook and Twitter as well as new emerging applications such as Instagram, Snapchat, WhatsApp and Path.
Originally published at: http://www.motc.gov.qa/sites/default/files/understanding_emerging_social_media_platforms_in_qatar.pdf
This document discusses the use of social media for agricultural extension and information sharing. It begins by defining social media and its growing role in communication. Popular platforms like Facebook, WhatsApp, YouTube, and blogs are being used to engage farmers and share agricultural information. The document then discusses how social media can help address challenges in India's agricultural extension system by improving information access for farmers. Key benefits of social media for extension include lower costs, greater interactivity, and the ability to connect experts directly with farmers. The conclusion emphasizes that a multifaceted approach is needed to fully realize social media's potential for agricultural extension.
This document discusses the use of social media for crisis communication. It begins by introducing how social media has evolved from a mode of communication between individuals to a critical tool for crisis response. It then provides 10 comparisons between social media and traditional media, noting key advantages of social media like its ability to spread information globally instantaneously. The document outlines different types of social media tools and how they can be used for crisis communication purposes like sharing information, enhancing situational awareness, and managing reputational effects. It presents guidelines for using social media, including checklists for situation awareness and two-way communication. Finally, it provides recommendations for NAVGAS, suggesting LinkedIn and Twitter as preferable platforms and tools like Hootsuite for social media management
In this contribution, we develop an accurate and effective event detection method to detect events from a
Twitter stream, which uses visual and textual information to improve the performance of the mining
process. The method monitors a Twitter stream to pick up tweets having texts and images and stores them
into a database. This is followed by applying a mining algorithm to detect an event. The procedure starts
with detecting events based on text only by using the feature of the bag-of-words which is calculated using
the term frequency-inverse document frequency (TF-IDF) method. Then it detects the event based on image
only by using visual features including histogram of oriented gradients (HOG) descriptors, grey-level cooccurrence
matrix (GLCM), and color histogram. K nearest neighbours (Knn) classification is used in the
detection. The final decision of the event detection is made based on the reliabilities of text only detection
and image only detection. The experiment result showed that the proposed method achieved high accuracy
of 0.94, comparing with 0.89 with texts only, and 0.86 with images only.
International Journal of Humanities and Social Science Invention (IJHSSI) is an international journal intended for professionals and researchers in all fields of Humanities and Social Science. IJHSSI publishes research articles and reviews within the whole field Humanities and Social Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
The document discusses the rapid growth of social media and digital content sharing online. It notes that the number of social media users has grown from 1.4 billion in 2012 to an estimated 2.13 billion in 2016, with Facebook being the dominant platform. The impact on society has been significant, enabling real-time communication within and across communities. However, many challenges remain regarding the business models of platforms, legal issues around content sharing, and developing social norms around online behavior. The document examines these topics to understand the current state and future trajectories of social media.
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Twitter turns ten: its use to date in disaster management
1. 50
Introduction
Twitter, a micro blogging form of social media,
was founded by Jack Dorsey and associates in San
Francisco in 2006. It was originally developed to be an
urban lifestyle tool for friends to provide each other
with updates of their whereabouts and activities.
However, with its changed tagline from ‘What are you
doing?’ to ‘What’s happening?’ it has developed into a
reporting and communication medium useful in many
fields including emergency management.
Twitter use
We Are Social (2016) estimated in early 2016 that
31 per cent of the world’s population were active social
media users, with 10 per cent annual growth in users
recorded. As shown in Figure 1, approximately
66 per cent of social media users accessed Facebook,
while about 14 per cent (320 million) used Twitter.
Twitter growth is slower than the average global growth
rate for social media.
There is an uneven spread of the use of social media
use across the world. For example, in North America
59 per cent of the population use social media, while
only 11 per cent in Africa and South Asia (India,
Pakistan, Sri Lanka and Bangladesh) use social media
(We Are Social 2016). There are very low levels of Twitter
use in some countries such as China that have their
own language social networks, while other countries
have usage rates above the global average, such as the
United Kingdom (19 per cent), United States of America
(19 per cent), Saudi Arabia (19 per cent), and Malaysia
(18 per cent).
In Australia, 58 per cent of the population used social
media in 2016 with 41 per cent using Facebook and
10 per cent (2.4 million) using Twitter (We Are Social 2016).
According to Sensis (2015), in Australia ‘females and
younger Australians (below 40 years) are the most
prolific social networking users with much greater
proportions in these cohorts using social media per se
and more frequently than others’. However, more males
than females use Twitter.
Approximately 32 per cent of Australians have never
used social media, with 61 per cent of those over
65 years having never used social media (Sensis 2015).
Unique characteristics of Twitter for
emergency management
A large proportion of the research into the use of
social media in emergency management has focused
on Twitter, even though the global uptake of Facebook
is substantially higher, and despite Facebook being
used more extensively in disasters to date (Irons et al.
2014). This is largely because Twitter has some unique
characteristics that are, at this stage, more useful to
disaster management and research.
Twitter is a microblogging communication technology
that allows users to distribute short messages (tweets)
on the World Wide Web or through smartphone apps.
Over the years, various additional features have been
included in the backend and the interface e.g. facilities
for picture upload and display, automatic shortening
of URLs to save characters in tweets. Through an
API (Application Programming Interface), third-party
applications which offer additional functionalities can
be connected to the service.
ABSTRACT
This article explores current literature
to identify the main uses of Twitter in
emergency management over the past ten
years in Australia and overseas. It finds
several uses across the ‘disaster cycle’
including as a medium for identifying hazard
risk, community engagement for disaster
mitigation and preparedness, early warning
communication, crowdsourcing to provide
real-time information, emotional support,
identifying needs and vulnerabilities of
affected communities, and allocating
resources during recovery. This paper
concludes by examining some relatively
untapped uses of Twitter in building disaster
resilience including for social capital
formation, capacity building, disaster virtual
communities-of-practice, and social change.
Twitter turns ten: its use to date in
disaster management
Neil Dufty, Molino Stewart Pty Ltd, examines the adoption of Twitter in
times of disasters over the past ten years
2. Australian Journal of Emergency Management I Volume 31, No. 2, April 2016
51
Twitter provides those involved in emergency events
with some features not shared by other forms of social
media such as Facebook. The basic concept guiding
the use of Twitter is the idea of ‘following’. Becoming
a follower of a user is similar to subscribing to their
updates that are added to those from other sources
being followed. With Facebook and other social network
sites, social relationships are required to be reciprocal.
However, with Twitter this is not necessarily the case.
The resultant social networking relationships can thus
provide an insight into human behaviour, connections
and sentiment before, during and after a disaster.
As opposed to Facebook posts, tweets are generally
publically available and therefore provide succinct
real-time information from a range of sources to all
as a story unfolds. This can be likened to receiving a
spool of news headlines on a particular topic including
an unfolding emergency event. The use of hashtags,
consisting of the ‘#’ symbol followed by a word or
phrase enables the news spool to be categorised
to allow people to focus on a particular event (e.g.
#QLDfloods) or theme (e.g. #bushfires). Twitter’s
‘trending topic’ functionality promotes a shared use of
certain hashtags for current events or contribution to
ongoing conversations.
Bruns and Burgess (2011) indicate that ‘Due to
the specific communicative affordances of the
Twitter platform, it lends itself especially well to
the dissemination of breaking news from a range of
sources, essentially in real time, to a wide network of
users who can rapidly form an ad hoc public around
the event or issue when news with a high degree of
perceived global interest breaks on Twitter, it travels
around the world with unprecedented speed.’ (Bruns &
Burgess 2014, pp. 374-375).
Twitter also allows for further sharing of information
and networking through the use of replies and
retweets. In both cases, communicative references
to other Twitter users are not only made visible, but
navigable as well. This benefits those experiencing the
event, those wanting to know more about it, and those
wanting to help including emergency and humanitarian
agencies.
Twitter has proven more resilient than Facebook to
government blockage in some parts of the world as shown
in the 2011 uprising in Egypt (Kavanaugh et al. 2012).
According to Schmidt (2014, p. 6), Twitter differs from
other online applications in that there is no ‘shared
location’ where users and their contributions become
visible (as in a blog posting or Facebook status update
with subsequent comments).
Uses of Twitter across the disaster
management cycle
Social media platforms, including Twitter, have been
used and analysed for use in disasters particularly
since the 2010 Haiti earthquake. Several researchers
Figure 1: Global use of social media platforms in 2016.
Source: We Are Social 2016.
Figure 1: Global use of social media platforms in 2016.
0 200 400 600 800 1000 1200 1400 1600 1800
LinkedIn
BBM
Pinterest
VKontakte
YY
Snapchat
Line
Sina Weibo
Viber
Baidu Tieba
Skype
Twitter
Instagram
Tumblr
WeChat
Qzone
FB Messenger
QQ
WhatsApp
Facebook
Number of users (millions)
Messenger/Chat app/Voice over internet protocol (VOIP) Social network
Source: We Are Social 2016.
3. Australian Journal of Emergency Management I Volume 31, No. 2, April 2016
52
such as Bruns and Burgess (2014, p. 374) and
Athanasia and Stavros (2015) provide extensive lists of
Twitter use during and after these disasters.
Other researchers have attempted to summarise the
uses of social media for emergency management
based on this research. Alexander (2014) identified
seven ways in which social media can be used in
disaster risk reduction and crisis response:
1. A listening function - social media enables
managers to listen to those affected by the event.
2. Monitoring a situation - monitoring social media
traffic helps reactions to events and to better help
affected people by learning what they are thinking
and doing.
3. Integration of social media into emergency planning
and crisis management – social media are used
with traditional media e.g. to issue warnings.
4. Crowdsourcing and collaborative development -
information provided from social media by those
affected can be very valuable to disaster managers
e.g. through crisis mapping.
5. Creating social cohesion and promoting therapeutic
initiatives - social media can help people feel part of
certain initiatives and promote volunteerism.
6. The promotion of causes - social media can be used
to launch fundraising appeals for disasters.
7. Research - the understanding of social reactions
to stress, risk and disaster can be enhanced by the
use of social media.
Kaminska and Rutten (2014) identified the main uses
of social media across the four pillars of the disaster
management cycle being prevention and mitigation,
preparedness, response, and recovery. They found
three main areas where social media platforms and
applications have been used successfully or show
promise:
• public information
• situational awareness
• community empowerment and engagement.
Table 1 was constructed using the findings of these
summative analyses of social media use and an
extensive search of white and grey literature relating to
the specific use of Twitter in emergency management
and research. Table 1 provides an overview of the main
uses of Twitter across the four pillars of the disaster
management cycle. ‘Warning’ has been added as pillar
between ‘Preparedness’ and ‘Response’ due to the
large amount of Twitter usage identified for this aspect
of disaster management.
As shown in Table 1, much of the documented use
of Twitter in emergency management has occurred
for warning, response and recovery. The main use
of Twitter in mitigation and preparedness has been
for public education and engagement even though,
according to Dufty (2015, p. 16), ’It appears that social
media is ”underutilised” in countrywide disaster risk
reduction public awareness strategies and a greater
understanding of its potential and benefits is required’.
Of the main uses identified in Table 1, the most
researched Twitter activities are: as an additional
means of emergency communication (e.g. Simon et al.
2014), crisis mapping and big data analytics (e.g. Meier
2015), sentiment analysis (e.g. Ahmed & Bath 2015),
and crowdsourcing or ‘citizen science’ (e.g. Tapia,
LaLone & Kim 2014).
Concerns with Twitter use
The unique characteristics of Twitter provide
opportunities for emergency management but also for
misuse. Potential misuse needs to be understood and
managed by emergency managers. Numerous studies
have illustrated the negative use of Twitter in this field.
For example, Gupta, Lamba and Kumaraguru (2013)
found a large amount of fake content (29 per cent of
tweets) and over 6000 malicious accounts relating to
the main hashtags used in the 2013 Boston Marathon
bombing. Weimann (2014) observed that ‘Twitter has
recently emerged as terrorists’ favourite Internet
service, even more popular than self-designed
websites or Facebook, to disseminate propaganda and
enable internal communication’. Gupta et al. (2013)
identified 10,350 unique tweets containing fake images
that were circulated on Twitter during Hurricane Sandy.
However, 86 per cent of tweets spreading the fake
images were retweets, hence few were original tweets.
Although Twitter can be used to misinform, several
studies have shown considerable use of trustworthy
sources. For example, Thomson et al. (2012) found that for
the hashtag #fukushima used in the Fukushima nuclear
disaster close to 70 per cent of synthesis-derivative
tweets (tweets containing some form of third-party
information) were based on highly-credible sources.
Possible future uses in disaster
resilience
Several researchers have identified ways in which
Twitter can be more effectively used in the future for
emergency management and resilience. Bruns (2012)
sees the potential of Twitter as a crisis-detector
network. He notes that ‘The great, demonstrable
strength of Twitter, after all, is that it is more than a
mere broadcast medium – it enables everyday users to
report from their own perspective, to provide updates
on the local situation’.
‘What would be much more valuable would be
an approach which could enable a frictionless
crowd-sourcing process - the automatic detection,
aggregation, and evaluation of tweets that may point to
a genuine emergency, in a way which can pick up the
weak signals (rising water levels, the smell of smoke,
the sensation of a tremor) before they are recognised
as a genuine crisis. Used this way, Twitter would
become a fine-tuned human seismograph, except for
more than earthquakes alone’. (Bruns 2012, p.17)
Reuter, Heger and Pipek (2013) examined ways in which
the capacity of emergency volunteering—both real and
4. Australian Journal of Emergency Management I Volume 31, No. 2, April 2016
53
virtual—could be further developed using Twitter. They
identified challenges for ‘real’ emergency volunteer
groups that may be at least partially met with the
help of social media and how the enlisting of virtual
crisis volunteers could embolden those volunteers in
the field.
Because of its public access and functionality to
categorise information via hashtags, Twitter lends itself
well to developing virtual communities-of-practice to
help disaster-related learning. It has the potential to
help learning for community disaster resilience. Zhang
and colleagues (2015) explored the development of
virtual communities-of-practice after Hurricane Sandy
and noted the resulting more participatory nature of
community learning, although there was ‘marginal
evidence of capacity building across all components
of the organizational learning cycle’. An example
of a Twitter virtual community-of-practice used by
emergency managers interested in social media is
accessed via the #smem hashtag.
Due to its unique social networking relationships,
Twitter has the potential to build ‘social capital’ – a
proven factor in community disaster resilience
(Aldrich 2012). Hofer and Aubert (2013) found that
‘the non-reciprocal friendship model of Twitter (i.e.
the distinction between following and being followed)
results in different effects on perceived social capital
(both bridging and bonding) than do classical social
networking sites such as Facebook.
Twitter has also shown its capability for social change
during and after events. Many observers of the
uprisings in Iran in 2009 and the Arab states in 2011
heralded the use of social media. Some went so far as
to declare the Iranian protests a ‘Twitter Revolution’.
Analysis of Twitter posts from demonstrations in
Egypt showed that individuals actively tweeting from
Egypt demonstrated characteristics of opinion leaders
(Kavanaugh et al. 2012).
Conclusion
Twitter is ten. Although it does not have the same
global uptake as Facebook, its unique characteristics
have enabled it to become more valuable than other
social media to disaster management and research.
Based on research, the main uses of Twitter in
emergency management are as an additional means
of communication, for crisis mapping for response, for
understanding the sentiment of those affected, and in
sharing real-time information between the community
and emergency managers.
Table 1: Main uses of Twitter in emergency management identified in research.
Use Mitigation Preparedness Warning Response Recovery
Situational awareness
Psycho-social support
Threat detection
Crowdsourcing
Communication
Public education and engagement
Crisis mapping
Disaster reconnaissance
Sentiment analysis
Post-disaster evaluation
Big data analytics
Navigating to safety
Crisis social media volunteering
Risk assessment
Fundraising
Conduct search and rescue
Coordinate emergency resources
Damage assessment
Social network analysis
5. Australian Journal of Emergency Management I Volume 31, No. 2, April 2016
54
As it moves into its next decade, Twitter could also be
used in disaster management in the following ways:
• as a crisis-detector
• to build capacity of real and online volunteers
• to help disaster resilience learning through VCoP
• to build social capital for disasters
• to make positive social change following disasters.
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About the author
Neil Dufty is a Principal at Molino Stewart Pty Ltd, an
environment and natural hazards consultancy based
in Parramatta, NSW. He has researched and written
several articles and papers on the use of social media
in emergency management and building disaster
resilience.