Beyond PageRank: machine learning for static ranking.
Matthew RichardsonAmit PrakashEric BrillPublished in: WWW (2006)
Keyphrases
- machine learning
- ranking algorithm
- link analysis
- web search
- pagerank algorithm
- link based ranking
- random walk
- link structure
- text mining
- inductive learning
- decision trees
- text classification
- bipartite ranking
- machine learning methods
- ranking functions
- learning to rank
- computer vision
- artificial intelligence
- explanation based learning
- markov random walk
- pattern recognition
- feature selection
- page importance
- data mining
- machine learning algorithms
- natural language
- data analysis
- knowledge acquisition
- computational intelligence
- natural language processing
- support vector machine
- reinforcement learning
- active learning
- learning to rank algorithms
- learning algorithm
- feature ranking
- supervised learning
- machine learning approaches
- web graph
- knowledge discovery
- graph mining
- rank order
- evaluation measures
- inductive logic programming
- search engine
- learning tasks
- learning systems