A5000726593- Data Management and Algorithms
- Advanced Database Systems and Queries
- Caching and Content Delivery
- Advanced Nanomaterials in Catalysis
- Nanoparticles: synthesis and applications
- Web Data Mining and Analysis
- Advanced Graph Neural Networks
- Geochemistry and Elemental Analysis
- Graph Theory and Algorithms
Shiraz University
2022-2024
Efficiently navigating vast datasets without requiring query language expertise is crucial in the era of Big Data. Keyword search relational databases offers a promising solution, but many existing methods struggle with moderate size, such as one million tuples. This paper introduces novel approach using an Integrated Candidate Network (ICN) to enhance responses by reducing redundant operations and pruning non-promising candidate networks. Unlike approaches focusing on Large Language Models...
In the era of Big Data, exploring vast amount information without requiring to have knowledge query language and underlying structure data is very essential. Keyword search over RDBMSs (Relational Database Management Systems) has been an interesting method for this issue during past decade. Although, many approaches proposed in hot research topic, they still suffer from low effectiveness retrieving top-k most related answers on real datasets. paper, approach that can construct a Maximum...
Todays' data over web are retrieved from Relational Database Management Systems (RDBMS). Web retrieval and content analysis by keyword search in relational database has become the preferential way to todays' era of Big Data. Any system two main parts including candidate network generation evaluation. Most research's attention is on providing an efficient evaluation algorithm relies non-efficient paradigm. In this work, a novel probabilistic proposed. From outcome our investigation benchmark...