ABSTRACT Nowadays social networking sites play a major role in providing information to public. This paper discusses the social networking site twitter. Twitter as a social networking site can be used as a source of information for event detection with reference to traffic congestion and road accidents. In this paper we consider a real time monitoring system for the detection of traffic in metropolitan cities. For this approach, the system fetches information from the status update messages of twitter. The system thus fetches each tweets from the update messages. Then the tweets are processed in a way to extract useful information from the tweet. Each tweets are subjected to various data mining process and thus the useful information is mined from those data. Keywords:-Part of speech tagging, Natural language processing, Status update messages. 1. Introduction Social networking sites are used as a source of information in event detection for traffic congestion and road accidents. Today social networking sites like Facebook, twitter have gained a high popularity through their real time information broadcasting channel. People mainly use social networking sites to report (public or personal) real life events around them to gain a public attention and also to express their genuine opinion in a particular topic. These messages are shared public among all the users in a social networking sites. Thus each updated messages in these sites gain a high popularity. Our paper discusses
Facebook, being the most popular, has over 24 million active users per day, which is 37.5% of the population. The beauty of social media is that users have an environment where they can share posts, photos, videos, and even music to people around the world instantly. Social media is evolving
Online communication has become a very popular trend in recent years due to advancements in technology. These days almost everyone uses some form of social networking to post photos, search job opportunities, share information or keep in touch with their family and friends. Social networking sites such as Facebook, Twitter, and Instagram are very easy to navigate and allow users to communicate with each another in real time from virtually anywhere in the world.
Technology advancements have recently been on a hasty rise. Similarly, the developments and influence of social media have also been rapidly progressing. Social media is described by Martin and Cazarré (2016) as ‘any communication platform, used by Internet-based technologies and for any hardware platforms that enable their users to exchange information at any given time and place’. Some of the most
In this day and age, social media has become an integral part of our lives. It has created a platform for people to share information instantly and communicate with people all around the world. Facebook is the most outstanding example of successful social media network. According to the first quarter 2015 earnings announcement by Facebook, the site has achieved 1.44 billion active users per month, and 65% of which are daily active users. Other social networking sites such as Twitter, Instagram and LinkedIn are also a powerful means of communication. With such a large audience, social networking sites provide ample opportunities to acquire information, network, and connect with friends.
Social Media : Social networking websites such as YouTube, Twitter, Blog, MySpace and Face book, and online communities play the vital role among the communication offering tools which will enable the rules to be applied for the activities to be guarding and preserving the integrity of business operations.
Social networks make a strong impact on the way we promote businesses, collect the news and also meet new people or reconnect with others. Facebook is one of the prime social networks where society receives news. Spreading information is easier just
Social networks have been increasingly used by people all over the world. Surging since the creation of Facebook which now has over one billion active users. These social networks are services that allow individuals to create an online profile and create their own group of friends with whom to share a connection. They also allow users to share ideas, pictures/videos, posts, events, activities and their interests with people in their chosen network. There are many different social networks providing the same basic service to anyone who wishes to use them, but also bringing the same problems and risks.
Every day, thousands of people are logging on to social networking websites. Some play games, some chat with friends, and some post updates about their lives, but one thing that users may not realize is the effect that social media is having on society. Websites like Facebook and Twitter effect our lives negatively, positively, and a lot more than we think. We
Many people use social media platforms such as Twitter and Facebook to share information on numerous topics, ranging from politics, sports, and personal stories. This information has been collected and analyzed by researchers for market prediction, mining the opinions, etc. One of the most important properties of social platforms is that they allow people to communicate in real-time. During a crisis or a natural disaster, people on social media tend to easily believe contents of postings related to the events, and Re-tweet the postings with hoping them to be reached to many other users. There are both sides positive and negative to sharing information related to emergency situations on social media. People are well-informed about the situation in real-time, and most of this information is true, or believed to be true.
Social media platforms are a great way to connect with the world no matter where you are. Websites, such as Facebook, create a way to follow other accounts, which means they can see their posts right along side the other accounts you follow . People follow their friends, celebrities, places like “The Town of Ridgeland” , and even accounts that post current events. These news accounts are a great way to keep up with current events. Information now is quickly spread and
Being the most famous social networking site on the web, Facebook entertains a good portion of the population of the world. With five new accounts created every second, the site is constantly increasing in size and popularity. One of the most mind boggling statistics on the web concerning Facebook is that, for every minute that passes on the site, 510,000 comments are posted, 293,000 statuses are updated, and 136,000 photos are uploaded (“Top 20”). Hundreds of thousands of activities are happening on this site, all in just a single minute. Those numbers may be a little overwhelming to process, but it is understandable with the broad amount of area that the site possesses in the social sphere.
The world has never before been connected as much as it is today. One’s ability to communicate through various mediums is rapidly advancing, and this is much thanks to social media.
Social media to attract traffic is a powerful marketing strategy, which can translate into sales. Unfortunately, most businesses do not take full advantage of it. They don 't understand it, or they do not have a clear direction and plan before jumping feet first into a social media platform. This makes it hard to drive success through social media. It doesn 't have to be difficult when you have a winning social media strategy. Most businesses can see an improvement in traffic as well as sales through a focused social media marketing strategy.
Nowadays, social medias on Internet seem to be a new capital way of communication. First of all, a social network is a user 's association on Internet, who exchanges information. Each member shares information with “friends”, who themselves have their own “friends”. all the members of the social network are indirectly connected. There exists any kind of social networks and they all have different goals. Indeed, some give the opportunity of communicating with friends, colleagues or family, by sharing photographs or videos. Others, have as a function to establish a safe online business, meetings single people, or, playing video games and talking with other players. Thus, these networks make great universal strides and are massively attended
Abstract— Social networks have been recently employed as a source of information for event detection its real-time nature. Twitter has received much attention recently as the investigation of real time events such earthquakes, traffic congestion, street rallies is the need of the existing busy life of the users. In this paper, a real-time monitoring system for traffic event detection is proposed. The system fetches tweets from Twitter according to several search criteria; processes tweets, by applying text mining techniques; and finally performs the classification of tweets. The aim is to assign the appropriate class label to each tweet, as related to a traffic event or not. After the traffic event is detected, further classification is performed to decide the class of the traffic tweet. In other words, the status of the traffic in terms of heavy traffic, medium traffic, road jams are analyzed from the traffic tweet.