Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a solution for modeling the dependencies of an IT#R##N#infrastructure and determine the availability of components and services#R##N#therein using Markov logic networks (MLN). MLNs offer a single representation#R##N#of probability and first-order logic and are ll suited to model#R##N#dependencies and threats.  identify different kinds of dependency and#R##N#show how they can be translated into an MLN. The MLN infrastructure#R##N#model allows us to use marginal inference to predict the availability of#R##N#IT infrastructure components and services.  demonstrate that our solution#R##N#is ll suited for supporting IT Risk management by analyzing#R##N#the impact of threats and comparing risk mitigation efforts.
['Janno von Stülpnagel', 'Jens Ortmann', 'Joerg Schoenfisch']
I am writing a research paper on a idea IT Risk Management with Markov Logic Networks
[{"from": "human", "value": "I am writing a research paper on a idea IT Risk Management with Markov Logic Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a solution for modeling the dependencies of an IT#R##N#infrastructure and determine the availability of components and services#R##N#therein using Markov logic networks (MLN). MLNs offer a single representation#R##N#of probability and first-order logic and are ll suited to model#R##N#dependencies and threats.  identify different kinds of dependency and#R##N#show how they can be translated into an MLN. The MLN infrastructure#R##N#model allows us to use marginal inference to predict the availability of#R##N#IT infrastructure components and services.  demonstrate that our solution#R##N#is ll suited for supporting IT Risk management by analyzing#R##N#the impact of threats and comparing risk mitigation efforts."}]