Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Motivated by a growing market that involves buying and selling data over the b,  study pricing schemes that assign value to queries issued over a database. Previous work studied pricing mechanisms that compute the price of a query by extending a data seller's explicit prices on certain queries, or investigated the properties that a pricing function should exhibit without detailing a generic construction. In this work,  present a formal framework for pricing queries over data that allows the construction of general families of pricing functions, with the main goal of avoiding arbitrage.  consider two types of pricing schemes: instance-independent schemes, where the price depends only on the structure of the query, and ansr-dependent schemes, where the price also depends on the query output. Our main result is a complete characterization of the structure of pricing functions in both settings, by relating it to properties of a function over a lattice.  use our characterization, together with information-theoretic methods, to construct a variety of arbitrage-free pricing functions. Finally,  discuss various tradeoffs in the design space and present techniques for efficient computation of the proposed pricing functions.
['Shaleen Deep', 'Paraschos Koutris']
I am writing a research paper on a idea The Design of Arbitrage-Free Data Pricing Schemes
[{"from": "human", "value": "I am writing a research paper on a idea The Design of Arbitrage-Free Data Pricing Schemes"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Motivated by a growing market that involves buying and selling data over the b,  study pricing schemes that assign value to queries issued over a database. Previous work studied pricing mechanisms that compute the price of a query by extending a data seller's explicit prices on certain queries, or investigated the properties that a pricing function should exhibit without detailing a generic construction. In this work,  present a formal framework for pricing queries over data that allows the construction of general families of pricing functions, with the main goal of avoiding arbitrage.  consider two types of pricing schemes: instance-independent schemes, where the price depends only on the structure of the query, and ansr-dependent schemes, where the price also depends on the query output. Our main result is a complete characterization of the structure of pricing functions in both settings, by relating it to properties of a function over a lattice.  use our characterization, together with information-theoretic methods, to construct a variety of arbitrage-free pricing functions. Finally,  discuss various tradeoffs in the design space and present techniques for efficient computation of the proposed pricing functions."}]