As the Environment of Internet continues to grow the users of searching the data also increases. By this development of web information and scientific databases it is not able to get user require results with the static query forms. The Dynamic Query forms are able to dynamically generate query forms with the selection of user interested components and rank the query form components. The creation of query forms is an iteration process and user selects interested components in iteration process. The form components ranking are based on the user interest and Fmeasure is used to measure the query form goodness. The incremental hierarchical data clustering framework is used to capture the user’s interest based on click feedback to input some keyword queries.