Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Social networks have a dynamic nature so their structures change over time. ,  propose a new evolutionary method to predict the state of a network in the near future by extracting knowledge from its current structure. This method is based on the fact that social networks consist of communities. Observing current state of a given network, the method calculates the probability of a relationship beten each pair of individuals who are not directly connected to each other and estimate the chance of being connected in the next time slot.  have tested and compared the method on one synthetic and one large real dataset with 117i¾?185i¾?083 edges. Results show that our method can predict the next state of a network with a high rate of accuracy.
['Pooya Moradian Zadeh', 'Ziad Kobti']
I am writing a research paper on a idea A Knowledge Based Framework for Link Prediction in Social Networks
[{"from": "human", "value": "I am writing a research paper on a idea A Knowledge Based Framework for Link Prediction in Social Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Social networks have a dynamic nature so their structures change over time. ,  propose a new evolutionary method to predict the state of a network in the near future by extracting knowledge from its current structure. This method is based on the fact that social networks consist of communities. Observing current state of a given network, the method calculates the probability of a relationship beten each pair of individuals who are not directly connected to each other and estimate the chance of being connected in the next time slot.  have tested and compared the method on one synthetic and one large real dataset with 117i\u00be?185i\u00be?083 edges. Results show that our method can predict the next state of a network with a high rate of accuracy."}]