Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  introduce the problem of query decomposition, where  are given a query and a document retrieval system, and  want to produce a small set of queries whose union of resulting documents corresponds approximately to that of the original query. Ideally, these queries should represent coherent, conceptually ll-separated topics.    provide an abstract formulation of the query decomposition problem, and  tackle it from two different perspectives.  first show how the problem can be instantiated as a specific variant of a set cover problem, for which  provide an efficient greedy algorithm. Next,  show how the same problem can be seen as a constrained clustering problem, with a very particular kind of constraint, i.e.,  clustering with predefined clusters .  develop a two-phase algorithm based on hierarchical agglomerative clustering follod by dynamic programming. Our experiments, conducted on a set of actual queries in a b scale search engine, confirm the effectiveness of the proposed solutions.
['Francesco Bonchi', 'Carlos Castillo', 'Debora Donato', 'Aristides Gionis']
I am writing a research paper on a idea Topical query decomposition
[{"from": "human", "value": "I am writing a research paper on a idea Topical query decomposition"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  introduce the problem of query decomposition, where  are given a query and a document retrieval system, and  want to produce a small set of queries whose union of resulting documents corresponds approximately to that of the original query. Ideally, these queries should represent coherent, conceptually ll-separated topics.    provide an abstract formulation of the query decomposition problem, and  tackle it from two different perspectives.  first show how the problem can be instantiated as a specific variant of a set cover problem, for which  provide an efficient greedy algorithm. Next,  show how the same problem can be seen as a constrained clustering problem, with a very particular kind of constraint, i.e.,  clustering with predefined clusters .  develop a two-phase algorithm based on hierarchical agglomerative clustering follod by dynamic programming. Our experiments, conducted on a set of actual queries in a b scale search engine, confirm the effectiveness of the proposed solutions."}]