Recently, Portfolio Theory (PT) has been proposed for Information Retrieval. However, under non-trivial conditions PT violates the original Probability Ranking Principle (PRP). In this poster, we shall explore whether PT upholds a different ranking principle based on Quantum Theory, i.e. the Quantum Probability Ranking Principle (QPRP), and examine the relationship between this new model and the new ranking principle. We make a significant contribution to the theoretical development of PT and show that under certain circumstances PT upholds the QPRP, and thus guarantees an optimal ranking according to the QPRP. A practical implication of this finding is that the parameters of PT can be automatically estimated via the QPRP, instead of resort...
The Quantum Probability Ranking Principle (QPRP) has been recently proposed, and accounts for interd...
Probabilistic models require the notion of event space for defining a probability measure. An event ...
Quantum probability (QP) theory is a theory for how to assign probabilities to observables. In the c...
A known limitation of the Probability Ranking Principle (PRP) is that it does not cater for dependen...
In this work, we summarise the development of a ranking principle based on quantum probability theor...
While the Probability Ranking Principle for Information Retrieval provides the basis for formal mode...
While the Probability Ranking Principle for Information Retrieval provides the basis for formal mode...
In this thesis we investigate the use of quantum probability theory for ranking documents. Quantum p...
Indexing is a core process of an information retrieval (IR) system (IRS). As indexing can neither be...
Abstract—Relevance Model (RM) is one of typical and generally stable methods for the query expansion...
AbstractInformation Retrieval (IR) aims to discover relevant information according to a user's infor...
Chemical libraries contain thousands of compounds that need screening, which increases the need for ...
This position paper provides an overview of work conducted and an outlook of future directions withi...
Using experimental data on choices between pairs of lotteries, we compare a new parameterized Quantu...
The probabilistic formalism of quantum physics is said to provide a sound basis for building a princ...
The Quantum Probability Ranking Principle (QPRP) has been recently proposed, and accounts for interd...
Probabilistic models require the notion of event space for defining a probability measure. An event ...
Quantum probability (QP) theory is a theory for how to assign probabilities to observables. In the c...
A known limitation of the Probability Ranking Principle (PRP) is that it does not cater for dependen...
In this work, we summarise the development of a ranking principle based on quantum probability theor...
While the Probability Ranking Principle for Information Retrieval provides the basis for formal mode...
While the Probability Ranking Principle for Information Retrieval provides the basis for formal mode...
In this thesis we investigate the use of quantum probability theory for ranking documents. Quantum p...
Indexing is a core process of an information retrieval (IR) system (IRS). As indexing can neither be...
Abstract—Relevance Model (RM) is one of typical and generally stable methods for the query expansion...
AbstractInformation Retrieval (IR) aims to discover relevant information according to a user's infor...
Chemical libraries contain thousands of compounds that need screening, which increases the need for ...
This position paper provides an overview of work conducted and an outlook of future directions withi...
Using experimental data on choices between pairs of lotteries, we compare a new parameterized Quantu...
The probabilistic formalism of quantum physics is said to provide a sound basis for building a princ...
The Quantum Probability Ranking Principle (QPRP) has been recently proposed, and accounts for interd...
Probabilistic models require the notion of event space for defining a probability measure. An event ...
Quantum probability (QP) theory is a theory for how to assign probabilities to observables. In the c...