HAZOP Ontology Semantic Similarity Algorithm Based on ACO-GRNN

Article Biochemical Research Methods

MegaGO: A Fast Yet Powerful Approach to Assess Functional Gene Ontology Similarity across Meta-Omics Data Sets

Pieter Verschaffelt et al.

Summary: The study of microbiomes has become increasingly important, leading to the emergence of tools like MegaGO, which calculates functional similarity between data sets using semantic similarity between Gene Ontology terms. MegaGO is user-friendly, high-performing, and available as a web application or standalone command line tool.

JOURNAL OF PROTEOME RESEARCH (2021)

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Article Computer Science, Hardware & Architecture

A Hybrid Semantic Similarity Measurement for Geospatial Entities

Liangang Wang et al.

Summary: This paper presents a novel approach for measuring semantic similarity in geospatial cognition, incorporating richer structured semantic descriptions to accurately capture geo-semantic similarity by evaluating ontological properties, measuring the impact of relative position in ontology hierarchy structure, and computing geometric feature similarity for geospatial entities. The approach was demonstrated using a water body ontology in a case study, and human-subject experiments showed a high correlation between computed similarity results and human judgements.

MICROPROCESSORS AND MICROSYSTEMS (2021)

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Proceedings Paper Computer Science, Interdisciplinary Applications

Ontology-based Semantic Similarity in Generating Context-aware Collaborator Recommendations

Siying Li et al.

Summary: The increasing number of collaborative tools creates challenges for users to find relevant collaborators. User needs are influenced by collaboration context, prompting the need for context-aware collaborator recommendations. An ontology-based semantic similarity approach is proposed in this research to address this issue.

PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD) (2021)

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Article Telecommunications