Abstract: With the increasing accumulation of data on the Web and the rising demand of high quality of the retrieval results,it has been very difficult for the traditional Web information retrieval technologies to satisfy the task of highly desirable results.This paper mainly discusses how to improve the precision and recall of the retrieval the information retrieval model,and propose a new Web search optimization models and algorithms.Experimental results indicate that this adaptive algorithm enhances the quality and efficiency.