Systems and methods for automatic generation of social media networks and interactions
A method, computer program product, and computer system for identifying, by a computing device, content of a first social media post from a first user of a simulated social network. Content of a second social media post from a second user of the simulated social network may be identified. It may be determined that the first social media post is a candidate for an engagement event by the second user. The engagement event may be executed by the second user.
1 . A computer-implemented method comprising:
identifying, by a computing device, content of a first social media post from a first user of a simulated social network;
identifying content of a second social media post from a second user of the simulated social network;
determining that the first social media post is a candidate for an engagement event by the second user, wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a threshold difference between a first vector representation generated for the first social media post and a second vector representation generated for the second social media post, wherein the threshold difference is one of a first threshold difference and a second threshold difference, wherein the first threshold difference is applied when a social network-defined relationship exists between the first user and the second user, and wherein the second threshold difference is applied for an absence of the social network-defined relationship between the first user and the second user, wherein the first threshold difference is less than the second threshold difference; and
executing the engagement event by the second user.
2 . The computer-implemented method of claim 1 wherein the engagement event is a like engagement event.
3 . The computer-implemented method of claim 1 wherein the engagement event is a reposting engagement event.
4 . The computer-implemented method of claim 1 wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a comparison of the content of the first social media post from the first user with the content of the second social media post from the second user.
5 . The computer-implemented method of claim 1 wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a threshold difference of a cosine similarity between a first vector representation generated for the first social media post and a second vector representation generated for the second social media post.
6 . The computer-implemented method of claim 1 wherein a topology of the social network is simulated on a 2-dimensional plane using encoded spatial information.
7 . A computer program product residing on a non-transitory computer readable storage medium having a plurality of instructions stored thereon which, when executed across one or more processors, causes at least a portion of the one or more processors to perform operations comprising:
identifying content of a first social media post from a first user of a simulated social network;
identifying content of a second social media post from a second user of the simulated social network;
determining that the first social media post is a candidate for an engagement event by the second user, wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a threshold difference between a first vector representation generated for the first social media post and a second vector representation generated for the second social media post, wherein determining that the first social media post is a candidate for an engagement event by the second user includes applying the threshold difference is one of a first threshold difference and a second threshold difference, wherein the first threshold difference is applied when a social network-defined relationship exists between the first user and the second user, and applying a wherein the second threshold difference is applied for an absence of the social network-defined relationship between the first user and the second user, wherein the first threshold difference is less than the second threshold difference; and
executing the engagement event by the second user.
8 . The computer program product of claim 7 wherein the engagement event is a like engagement event.
9 . The computer program product of claim 7 wherein the engagement event is a reposting engagement event.
10 . The computer program product of claim 7 wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a comparison of the content of the first social media post from the first user with the content of the second social media post from the second user.
11 . The computer program product of claim 7 wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a threshold difference of a cosine similarity between a first vector representation generated for the first social media post and a second vector representation generated for the second social media post.
12 . The computer program product of claim 7 wherein a topology of the social network is simulated on a 2-dimensional plane using encoded spatial information.
13 . A computing system including one or more processors and one or more memories configured to perform operations comprising:
identifying content of a first social media post from a first user of a simulated social network;
identifying content of a second social media post from a second user of the simulated social network;
determining that the first social media post is a candidate for an engagement event by the second user, wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a threshold difference between a first vector representation generated for the first social media post and a second vector representation generated for the second social media post, wherein determining that the first social media post is a candidate for an engagement event by the second user includes applying the threshold difference is one of a first threshold difference and a second threshold difference, wherein the first threshold difference is applied when a social network-defined relationship exists between the first user and the second user, and applying a wherein the second threshold difference is applied for an absence of the social network-defined relationship between the first user and the second user, wherein the first threshold difference is less than the second threshold difference; and
executing the engagement event by the second user.
14 . The computing system of claim 13 wherein the engagement event is a like engagement event.
15 . The computing system of claim 13 wherein the engagement event is a reposting engagement event.
16 . The computing system of claim 13 wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a comparison of the content of the first social media post from the first user with the content of the second social media post from the second user.
17 . The computing system of claim 13 wherein the first social media post is determined to be the candidate for the engagement event by the second user based upon a threshold difference of a cosine similarity between a first vector representation generated for the first social media post and a second vector representation generated for the second social media post.
18 . The computing system of claim 13 wherein a topology of the social network is simulated on a 2-dimensional plane using encoded spatial information.