Mining and searching association relation of scientific papers based on deep learning
There is a complex correlation among the data of scientific papers. The phenomenon reveals the data characteristics, laws, and correlations contained in the data of scientific and technological papers in specific fields, which can realize the analysis of scientific and technological big data and help to design applications to serve scientific researchers. Therefore, the research on mining and searching the association relationship of scientific papers based on deep learning has far-reaching practical significance.
Code (0)
등록된 구현이 없습니다.
Tasks
RelationSimilar Papers 제목 키워드 기반
A comprehensive review of visualization methods for association rule mining: Taxonomy, Challenges, Open problems and Future ideas
Association rule mining is intended for searching for the relationships between attributes in transaction databases. The whole process of rule discovery is very complex, and involves pre-processing techniques, a rule min…
Research on Domain Information Mining and Theme Evolution of Scientific Papers
In recent years, with the increase of social investment in scientific research, the number of research results in various fields has increased significantly. Cross-disciplinary research results have gradually become an e…
Representation LearningExtracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results
Recent transformer-based approaches demonstrate promising results on relational scientific information extraction. Existing datasets focus on high-level description of how research is carried out. Instead we focus on the…
Joint Entity and Relation ExtractionKnowledge GraphsRelation ExtractionExtracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results
Recent transformer-based approaches demonstrate promising results on relational scientific information extraction. Existing datasets focus on high-level description of how research is carried out. Instead we focus on the…
Joint Entity and Relation ExtractionKnowledge GraphsRelation ExtractionDiscovering associations in COVID-19 related research papers
A COVID-19 pandemic has already proven itself to be a global challenge. It proves how vulnerable humanity can be. It has also mobilized researchers from different sciences and different countries in the search for a way …