WepresentDeepWalk,anovelapproachforlearninglatent representationsofverticesinanetwork.Theselatent representationsencodesocialrelationsinacontinuousvector space,whichiseasilyexploitedbystatisticalmodels.Deep- Walkgeneralizesrecentadvancementsinlanguagemodeling