?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fmiis.maths.ox.ac.uk%2Fmiis%2F690%2F&rft.title=Cyber+Intelligence+in+the+Era+of+Big+Data&rft.creator=Minchev%2C+Z.&rft.creator=Dukov%2C+G.&rft.creator=Ivanova%2C+T.&rft.creator=Mihaylov%2C+K.&rft.creator=Boyadzhiev%2C+D.&rft.creator=Mateev%2C+P.&rft.creator=Bojkova%2C+M.&rft.creator=Daskalova%2C+N.&rft.subject=Decision+making&rft.subject=Information+and+communication+technology&rft.description=Three+key+moments+have+to+be+solved+for+this+complex+problem+proper+ap-+proaching%3A+(i)+selection+of+suitable+formalism+for+fast+and+easy+modelling%2C+im-+plementing+both+experts%E2%80%99+data+and+cyber+incidents+statistics+on+past+and+future+cyberattacks+trends%3B+(ii)+model+quantification+is+necessary+to+be+added%2C+achieving+a+suitable+machine+interpretation+for+discrete+optimization%3B+(iii)+some+probabilistic+elements+have+also+to+be+considered%2C+in+order+to+achieve+realistic+models%2C+practi-+cal+implementation+decision+support%2C+benefitting+from+the+%E2%80%9Cbig+data%E2%80%9D+knowledge+context+of+the+task.+Practical+implementation+of+these+moments+will+be+given+further.&rft.date=2014&rft.type=Study+Group+Report&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.language=en&rft.identifier=http%3A%2F%2Fmiis.maths.ox.ac.uk%2Fmiis%2F690%2F1%2FCyber%2520Intelligence%2520Decision%2520Support%2520in%2520the%2520Era%2520of%2520Big%2520Data.pdf&rft.identifier=++Minchev%2C+Z.+and+Dukov%2C+G.+and+Ivanova%2C+T.+and+Mihaylov%2C+K.+and+Boyadzhiev%2C+D.+and+Mateev%2C+P.+and+Bojkova%2C+M.+and+Daskalova%2C+N.++(2014)+Cyber+Intelligence+in+the+Era+of+Big+Data.++%5BStudy+Group+Report%5D+++++