Video suggestion and discovery for youtube: taking random walks through the view graph.
Shumeet BalujaRohan SethD. SivakumarYushi JingJay YagnikShankar KumarDeepak RavichandranMohamed AlyPublished in: WWW (2008)
Keyphrases
- random walk
- directed graph
- video sharing
- markov chain
- flow graph
- video sequences
- video data
- video search
- transition probabilities
- link prediction
- online video
- spectral methods
- web graph
- video content
- social media
- stationary distribution
- graph laplacian
- video frames
- action recognition
- nodes of a graph
- user generated
- transition probability matrix
- video retrieval
- proximity measures
- knowledge discovery
- random walker
- machine learning
- ranking algorithm
- average degree