Research paper on Retweetability Analysis and Predication during Hurricane Asif Majeed CSCE 4890- Directed Study Professor Cornelia Caragea Summer 1 -2016 University of North Texas Introduction Twitter, which is social media, is one of the instrumental sources of obtaining information. This is more eminently during events such as natural disasters. To put this into perspective, Twitter can be used by the users to spread information to reach the required target group through crafting new posts or retweet mechanism. The aforementioned is fundamental in re-posting a tweet by another person, and it will aid in spreading the necessary information. Twitter at the same time can be used to spread a misinformation and when this platform is …show more content…
This is precipitated by the fact that the type of information that is propagated using Twitter is dependent on the person who is sharing the same. It is also worth noting that the rumors and misinformation spread much more in social media than the factual information. To elaborate more on this assertion, the earthquake that happened in Chile which occurred in 2010 saw the propagation of false information through Twitter. As such, some of the information that is posted on Twitter reveals that the information tends to be questioned more than the confirmed information. The machine learning technique is one of the best approaches that can be sued in the process of predicting the retweetability of a …show more content…
The posts that are tweeted in the platform can be predicted through the use of machine learning technique. In context, the aforementioned works on the scale of predicting a tweet given the content of the tweet, the tweeter and more especially the retweeted. The above factors are instrumental in developing a detailed and analyzed strategy of acquiring information through Twitter. Notable also is the fact that the popularity of a user does not depend on the number of followers that one has or the count of the tweets. However, the count of the retweets and the number of users who took part in the process act as the appraisal of popularity and how quick the information will be propagated in the network. The factors that limit the propagation of the information in Twitter is the limit of the word character which is only 140. As such, there is a need to have a predefined terse message that will enhance the spread of the information. There is also need to authenticate information in Twitter so as to hamper rumors and
Twitter; a social media platform which connects millions of people together, is one of many
Proclaimed as the hottest company since Google and Facebook, Twitter introduced a revolutionary micro-blogging service in 2006 that allowed users to spread and share short messages of 140 characters (“tweets”) with friends and strangers subscribing to follow their communication flow (as so called “followers”) in order to find out what is happening right now from any point of the globe.
Communicating graphical messages among humans has had many forms over the centuries, from cave painting, clay tables, art, manuscripts, books and newspapers to name a few. Now in the information age humans have continued to evolve to convey messages using the internet via blogging, social networks and internet articles. From tweets, Facebook post, and emoji’s, humans continue to develop and adopt shorter ways to communicate and express their thoughts with each other. Consequently, now in the 21st century social platforms are also changing the landscape of journalism, challenging news outlets to transform their ways and making news reports available quickly. Journalist are held to a higher standard and are expected to diligence when reporting the news, they are expected to deliver reliable, responsible journalism, but in this ever changing fast pace world is Twitter the best mechanism for responsible journalist, especially when they only have 140 characters to inform the reader with the latest news?
Social Media platforms such as Twitter can be used to dispatch and receive crisis alerts. This can allow first responders or security officers to be more aware of what is happening.
Through social media, information technology has transcended geographical borders and spread ideas and information on a global platform. It is via this platform that the public has been able to address key issues in society, resulting in a number of socio-political movements to emerge and strengthen in a short amount of time. The particular social media network that has transformed the way we communicate and disseminate information in this manner is Twitter. Within its unique feature set and multi-platform presence, it is becoming even more evident that it contributes significantly to mediating cultural performances online not only amongst its users but also amongst the world at large.
With the growth of the internet, information dissemination has grown cheaper meaning that users can get access to information from any part of the planet from PCs and smartphones. This has in turn led to question marks in the information being disseminated through the internet given that there is no central figure to provide oversight or editorial work on content. This is especially the case with micro blogging websites like Twitter that are being leveraged as sources of information. Researchers have previously established that Twitter can be used in cases of emergency given that it can reduces the time in communication and in turns facilitates mitigation of such events. The challenge in this creative way of improving communication is in the difficulty in assessing credibility of information being posted a feat that is solved for by the ideas presented in this paper. The task tackled here is improving efficiency in real time Twitter credibility scoring systems
Twitter is undoubtedly one of the world's most popular and influential social media platforms. With so many accounts to follow and so much to keep up with, how do we view and absorb this information. Well, it certainly depends on whom you follow. Twitter now has a feature that automatically follows accounts specified to the interests you provide when you first create your own account. Since I recently made an account for school, I was prompted to choose a few interests. I chose your generic topics at first (music, news, comedy, ect.). However, I also followed some of my own unique interests such as costuming, anime, languages, and of course, Panic! At the Disco. What does Twitter do with this information? What types of things are people Tweeting about? I'd say there are about three generic categories you can sort a tweet into. A large majority of the content on Twitter is generic news and information, witty or comedic tweets, or tweets that are just plain...bizarre.
Today, the internet truly is the most dominant and developed way to spread propaganda in the World because not only do we use the Internet to google or email, but in todays society social media is taking over and tweeting, retweeting, liking, or even making a status update, is just another form of disseminating propaganda. On social media today ones opinion or their way of thinking, to them the "correct" way, is quite apparent to the rest of the world. For example, when a person is religious, ordinarily that belief will be evident in what they share or what they post, that person is spreading their beliefs, hoping their share will influence others to believe the same. According to Phil Taylor
Just as Google is a giant among search engines, so is Twitter among social media marketing sites. According to PCMag.com, Twitter boasts an impressive 974 million users. Even so, many businesses attempting to leverage the incredible marketing potential offered by Twitter often make critical mistakes. Such mistakes not only decrease the reach and efficacy of a business’s marketing efforts but also do not allow them to realize the true profit potential that can be achieved by mastering Twitter marketing.
The top ten most followed twitter users are not media organizations or corporations, but individuals. Researchers and Cornell and Yahoo analyzed how information spreads from media to the masses. They found that a new class of semi-public individuals consisting of authors, bloggers, journalists, and subject matter experts have become part of an important niche on twitter. Opinion-leaders are more exposed to the media than their followers and are part of the intermediate layer. Around half of the information originating from the media passes to the masses indirectly through the opinion leaders (Wu, Mason, Hofman, & Watts, 2011).
Twitter is a service for people to communicate and stay connected through the exchange of quick, frequent messages. It's an online social networking and micro blogging service that enables users to send and read short 140 character text messages, called "tweets". Twitter is a social website where people are allowed to make posts about different things. Twitter has 645,750,000 registered users as of January 1, 2014. Twitter is now stepping up to global television. Micro blogging is the posting of very short entries or updates on a blog or social networking site, typically via a cellular phone. Twitter allows its users to keep their friends and family informed of their current status. Twitter first began in 2008 as a small project; but now
Twitter is an online social networking and micro-blogging website, where users post what is happening around them in only a few words. The messages, which were previously limited to 140 characters, but likely to increase to 280, are known as tweets.
The expansion of social media has made the spammers the ability to reach audience easily.[1] Twitter is a stage where millions of users are organized themselves and communicate with each other. Twitter has appropriate features that facilitate the users to explore the topics and comment on the trending subject. Its following has made the spammers attracted and spoil the high volume topics, else deviating from the topic. Normally the fake twitter account adversely affect the experience of the
Twitter is an online application that cannot be defined as one single tool. As such, this application is part a blog, part a social networking site and part cell phone/IM tool, designed to let users answer the question: “What are you doing?”.
Geolocation has the capability of protecting and saving peoples’ lives from natural disasters, for instance earthquakes. According to the U.S. Geological Survey (USGS), two technologies associated with geolocation can be utilized to detect an upcoming earthquake. In 2014, an earthquake occurred in San Francisco, and it took only half a minute to spot it with the help of Twitter. Twitter uses geolocation technology to accompany the tweets with location tags. There are around 300 million active Twitter users with almost 9100 tweets per second (Twitter Statistics, 2015). Moreover, the initial reaction of many of these individuals of a sudden vibration is tweeting “earthquake?” instead of taking an immediate reaction. Such tweets benefit the USGS in gathering