FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4288426705> ?p ?o ?g. }

• W4288426705 abstract "With the outbreak of information technology, software development companies provide personalized and comprehensive software systems for users' needs, providing many conveniences to their lives. As the basis of software development, requirements run through the whole process of software or system development and determine the quality of software projects. Requirements traceability is applicable to a variety of development scenarios and optimizes the development process. Establishing a complete requirements traceability can effectively speed up the development process and reduce development problems, which has important practical significance. Therefore, in order to improve the efficiency and accuracy of requirements traceability and facilitate the display of traceability results, an entry traceability algorithm based on requirement knowledge graph is proposed. The model uses BERT+BiLSTM+CRF to extract entities to form triples, and uses the pointer generation network to supplement the entries lacking titles to form the knowledge graph. Combining the theory in complex networks, the importance of entities is sorted, and the similarity between entities in the document knowledge graph is calculated by restarting random walk algorithm. Extract subgraphs related to the target entry according to the characteristics of the nodes and a breadth-first algorithm. Finally, the graph kernel method in the graph matching algorithm is used to calculate the structural similarity and entity similarity between the related entry and the target entry, and determine the relationship. Through the experimental analysis of real requirements documents, the results show that the method can quickly and accurately trace the requirements of the set of input entries." @default.
• W4288426705 created "2022-07-29" @default.
• W4288426705 creator A5014353611 @default.
• W4288426705 creator A5022365417 @default.
• W4288426705 date "2022-07-28" @default.
• W4288426705 modified "2023-09-29" @default.
• W4288426705 title "Entry traceability technology based on requirement knowledge graph" @default.
• W4288426705 cites W2031400820 @default.
• W4288426705 cites W2064675550 @default.
• W4288426705 cites W2079735306 @default.
• W4288426705 cites W2540556128 @default.
• W4288426705 cites W2585439946 @default.
• W4288426705 doi "https://doi.org/10.1117/12.2642585" @default.
• W4288426705 hasPublicationYear "2022" @default.
• W4288426705 type Work @default.
• W4288426705 citedByCount "0" @default.
• W4288426705 crossrefType "proceedings-article" @default.
• W4288426705 hasAuthorship W4288426705A5014353611 @default.
• W4288426705 hasAuthorship W4288426705A5022365417 @default.
• W4288426705 hasConcept C115903868 @default.
• W4288426705 hasConcept C124101348 @default.
• W4288426705 hasConcept C132525143 @default.
• W4288426705 hasConcept C135475081 @default.
• W4288426705 hasConcept C153876917 @default.
• W4288426705 hasConcept C199360897 @default.
• W4288426705 hasConcept C2777904410 @default.
• W4288426705 hasConcept C35084680 @default.
• W4288426705 hasConcept C41008148 @default.
• W4288426705 hasConcept C529173508 @default.
• W4288426705 hasConcept C80444323 @default.
• W4288426705 hasConceptScore W4288426705C115903868 @default.
• W4288426705 hasConceptScore W4288426705C124101348 @default.
• W4288426705 hasConceptScore W4288426705C132525143 @default.
• W4288426705 hasConceptScore W4288426705C135475081 @default.
• W4288426705 hasConceptScore W4288426705C153876917 @default.
• W4288426705 hasConceptScore W4288426705C199360897 @default.
• W4288426705 hasConceptScore W4288426705C2777904410 @default.
• W4288426705 hasConceptScore W4288426705C35084680 @default.
• W4288426705 hasConceptScore W4288426705C41008148 @default.
• W4288426705 hasConceptScore W4288426705C529173508 @default.
• W4288426705 hasConceptScore W4288426705C80444323 @default.
• W4288426705 hasLocation W42884267051 @default.
• W4288426705 hasOpenAccess W4288426705 @default.
• W4288426705 hasPrimaryLocation W42884267051 @default.
• W4288426705 hasRelatedWork W1135387179 @default.
• W4288426705 hasRelatedWork W1984165325 @default.
• W4288426705 hasRelatedWork W2031400820 @default.
• W4288426705 hasRelatedWork W2181956448 @default.
• W4288426705 hasRelatedWork W2295859017 @default.
• W4288426705 hasRelatedWork W2338275623 @default.
• W4288426705 hasRelatedWork W2406329488 @default.
• W4288426705 hasRelatedWork W2506353248 @default.
• W4288426705 hasRelatedWork W2578261756 @default.
• W4288426705 hasRelatedWork W2612630808 @default.
• W4288426705 isParatext "false" @default.
• W4288426705 isRetracted "false" @default.
• W4288426705 workType "article" @default.