System and method for risk evaluation and reputational scoring of social media accounts
View Patent ↗A method of evaluating risk associated with a social media account. Content associated with the account and with social media accounts connected to the account is scanned. Collected data relating to the account content and the connected account content is stored. The account content is analyzed by determining one or more of characteristics of a posted image, parameters of posted comments, and changes in the list of connected social media accounts. The collected data is also analyzed to characterize the connected social media accounts with levels of suspicion. A report may be generated that includes one or more of: information identifying at least some of the account content as presenting a risk based upon characteristics of posted images or comments, information identifying material changes in account user traffic, and information identifying one or more of the connected social media accounts as being associated with suspicious activity.
1. A computer-implemented method of monitoring a social media account, the method comprising:
automatically scanning first account data associated with a first social media account wherein the first account data includes at least:
an image posted to the first social media account by a user of the first social media account,
at least one followed social media accounts followed by the first social media account, and
a comment from a second social media account;
automatically scanning second account data associated with the second social media account, wherein the second account data includes at least one of profile metadata and content metadata associated with a user of the second social media account;
estimating first age information associated with the user of the first social media account based on said first account data;
estimating second age information associated with the user of the second social media account based on said second account data; and
generating a risk assessment based on the first age information and second age information and whether said second social media account is one of the at least one followed social media accounts.
2. The method of claim 1 wherein estimating the first age information includes analyzing the image posted to the first social media account.
3. The method of claim 1 wherein estimating the first age information includes analyzing a stated age of the user of the first social media account.
4. The method of claim 1 wherein the first age information indicates that the user of the first social media account is a child.
5. The method of claim 1 further comprising generating a machine learning model based on a plurality of the risk assessments.
6. The method of claim 1 further comprising reporting to the user of the first social media account that the user of the second social media account has been exhibiting potentially suspicious behavior.
7. A system, comprising:
a memory; and
one or more processors operatively connected to the memory and configured to:
automatically scan first account data associated with a first social media account wherein the first account data includes at least:
an image posted to the first social media account by a user of the first social media account,
at least one followed social media accounts followed by the first social media account, and
a comment from a second social media account;
automatically scan second account data associated with the second social media account, wherein the second account data includes at least one of profile metadata and content metadata associated with a user of the second social media account;
estimate first age information associated with the user of the first social media account based on said first account data;
estimate second age information associated with the user of the second social media account based on said second account data; and
generate a risk assessment based on the first age information and second age information and whether said second social media account is one of the at least one followed social media accounts.
8. The system of claim 7 wherein the estimate of the first age information includes analysis of the image posted to the first social media account.
9. The system of claim 7 wherein the estimate of the first age information includes analysis of a stated age of the user of the first social media account.
10. The system of claim 7 wherein the first age information indicates that the user of the first social media account is a child.
11. The system of claim 7 wherein the one or more processors is further configured to generate a machine learning model based on a plurality of the risk assessments.
12. The system of claim 7 wherein the one or more processors is further configured to report to the user of the first social media account that the user of the second social media account has been exhibiting potentially suspicious behavior.
13. A non-transitory computer readable medium configured to store program code, the program code comprising instructions that when executed by a processor cause the processor to:
automatically scan first account data associated with a first social media account wherein the first account data includes at least:
an image posted to the first social media account by a user of the first social media account,
at least one followed social media accounts followed by the first social media account, and
a comment from a second social media account;
automatically scan second account data associated with the second social media account, wherein the second account data includes at least one of profile metadata and content metadata associated with a user of the second social media account;
estimate first age information associated with the user of the first social media account based on said first account data;
estimate second age information associated with the user of the second social media account based on said second account data; and
generate a risk assessment based on the first age information and second age information and whether said second social media account is one of the at least one followed social media accounts.
14. The computer readable medium of claim 13 wherein the estimate of the first age information includes analysis of the image posted to the first social media account.
15. The computer readable medium of claim 13 wherein the estimate of the first age information includes analysis of a stated age of the user of the first social media account.
16. The computer readable medium of claim 13 wherein the first age information indicates that the user of the first social media account is a child.
17. The computer readable medium of claim 13 wherein the instructions further cause the processor to generate a machine learning model based on a plurality of the risk assessments.
18. The computer readable medium of claim 13 wherein the instructions further cause the processor to report to the user of the first social media account that the user of the second social media account has been exhibiting potentially suspicious behavior.