QuantQueryEXP : A novel strategic approach for query expansion based on quantum computing principles

Abstract

In our current world, numerous innovative approaches aimed at expansion and recommendation of queries are developing to satisfy the mounting tendencies of social networking and the internet. Many effectual procedures have been developed to achieve query expansion. Additionally, the creation of quantum-based procedures is now becoming an important task. Quantum based algorithms are the way to secure the future of computation by preparing for the advent of quantum computers. QuantQueryEXP implements an eminent technique, the Deutsch-Jozsa [1] algorithm, in an altered manner, delivering a substitute for expansion and recommendation of queries implementing quantum techniques which offers much higher accuracy with optimization in complexity over any conventional algorithm to achieve supremacy in quantum computing. QuantQueryEXP attains an accuracy of 90.43% along with great optimization of resource and temporal complexity.

Subject Classification:

• 68T30
• 68T27 and 68M11

Keywords:

• Quantum Computation
• Query Expansion
• Quantum Information Science
• Query Recommendation