Detection of false message in social media
View Patent ↗Communications in social networking environment are monitored and patterns of sharing a communication are identified. The patterns of sharing are compared to one or more criteria. A first probability of false information in the communication is determined. Responsive to determining the first probability of false information in the communication exceeding a first threshold, an additional validation of the communication is performed. A second probability that the communication contains false information is determined based on the additional validation. Responsive to determining that the second probability indicative of the communication containing false information exceeds a second threshold, an action to reduce dissemination of the communication may be performed.
1. A method of reducing dissemination of false information in a social networking environment, comprising:
monitoring communications in social networking environment;
identifying patterns of sharing a communication of the monitored communications;
comparing the patterns of sharing to criteria, the criteria comprising a defined number of shares, a defined number of likes, and a defined group and geographic locality of the defined group sharing content posted in the social networking environment and liking the content;
determining a first probability of false information in the communication by determining that the patterns of sharing indicates a number of sharing by the defined group in the geographic locality is greater than the defined number of shares, and that a number likes by the defined group in the geographic locality greater than the defined number of likes;
responsive to determining the first probability of false information in the communication, performing an additional validation of the communication;
determining a second probability that the communication contains false information based on the additional validation; and
responsive to determining that the second probability indicative of the communication containing false information exceeds a second threshold, performing an action to reduce dissemination of the communication.
2. The method of claim 1 , wherein the action comprises one or at least one of blocking the communication from being transmitted, erasing the communication, replacing the communication, and notifying one or more users that shared the communication.
3. The method of claim 1 , wherein said performing of the additional validation of the communication comprises:
at least one of performing an Internet search and performing a database search based on information extracted from the communication; and
analyzing results of one or more of the Internet search or the database search or both.
4. The method of claim 3 , wherein the information extracted from the communication comprises at least one of keywords parsed from content of the communication using a natural language processing technique, metadata associated with the communication, one or more of keywords parsed from a comment responding to the communication, and metadata associated with the comment.
5. The method of claim 1 , wherein the social networking environment comprises at least one of a document management facility, a social networking site, a shared repository, a file sharing service, a voice response system, an Internet discussion forum, a wiki, and an activity stream or combinations thereof.
6. The method of claim 1 , wherein the communications comprises at least one of an online posting, a computer file, a web page, a picture, a video, audio recording, and an email.
7. The method of claim 1 , wherein the action comprises requesting additional information from an originator of the communication.