Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Top-  $k$   pairs and top-   $k$   objects queries have received significant attention by the research community. ,  present the first approach to ansr a broad class of top-  $k$   pairs and top-  $k$   objects queries over sliding windows. Our framework handles multiple top-  $k$   queries and each query is allod to use a different scoring function, a different value of   $k$   , and a different size of the sliding window. Furthermore, the framework allows the users to define arbitrarily complex scoring functions and supports out-of-order data streams. For all the queries that use the same scoring function,  need to maintain only one   $K$  -skyband.  present efficient techniques for the   $K$  -skyband maintenance and query ansring.  conduct a detailed complexity analysis and show that the expected cost of our approach is reasonably close to the lor bound cost. For top-  $k$   pairs queries,  demonstrate the efficiency of our approach by comparing it with a specially designed supreme algorithm that assumes the existence of an oracle and meets the lor bound cost. For top-  $k$   objects queries, our experimental results demonstrate the superiority of our algorithm over the state-of-the-art algorithm.
['Zhitao Shen', 'Muhammad Aamir Cheema', 'Xuemin Lin', 'Wenjie Zhang', 'Haixun Wang']
I am writing a research paper on a idea A Generic Framework for Top- ${\schmi k}$ Pairs and Top- ${\schmi k}$ Objects Queries over Sliding Windows
[{"from": "human", "value": "I am writing a research paper on a idea A Generic Framework for Top- ${\\schmi k}$ Pairs and Top- ${\\schmi k}$ Objects Queries over Sliding Windows"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Top-  $k$   pairs and top-   $k$   objects queries have received significant attention by the research community. ,  present the first approach to ansr a broad class of top-  $k$   pairs and top-  $k$   objects queries over sliding windows. Our framework handles multiple top-  $k$   queries and each query is allod to use a different scoring function, a different value of   $k$   , and a different size of the sliding window. Furthermore, the framework allows the users to define arbitrarily complex scoring functions and supports out-of-order data streams. For all the queries that use the same scoring function,  need to maintain only one   $K$  -skyband.  present efficient techniques for the   $K$  -skyband maintenance and query ansring.  conduct a detailed complexity analysis and show that the expected cost of our approach is reasonably close to the lor bound cost. For top-  $k$   pairs queries,  demonstrate the efficiency of our approach by comparing it with a specially designed supreme algorithm that assumes the existence of an oracle and meets the lor bound cost. For top-  $k$   objects queries, our experimental results demonstrate the superiority of our algorithm over the state-of-the-art algorithm."}]