Abstract: The recent research of wikipediais is firs briefly analyzed,especially on the statistics of quality of articles in Wikipedia.Then the automatic evaluating methods of article quality are discussed.The methods mainly include two kinds: the correlation-based analysis and cooperation modeling.Furthermore,we present the open problems of automatic quality evaluation and the possiblepromotions of collective intelligence.