AIDA: A knowledge graph about research dynamics in academia and industry
نویسندگان
چکیده
Abstract Academia and industry share a complex, multifaceted, symbiotic relationship. Analyzing the knowledge flow between them, understanding which directions have biggest potential, discovering best strategies to harmonize their efforts is critical task for several stakeholders. Research publications patents are an ideal medium analyze this space, but current data sets of scholarly cannot be used such purpose because they lack high-quality characterization relevant research topics industrial sectors. In paper, we introduce Academia/Industry DynAmics (AIDA) Knowledge Graph, describes 21 million 8 according drawn from Computer Science Ontology. 5.1 5.6 further characterized type author’s affiliations 66 sectors proposed Industrial Sectors Ontology (INDUSO). AIDA was generated by automatic pipeline that integrates Microsoft Academic Dimensions, DBpedia, Ontology, Global Identifier Database. It publicly available under CC BY 4.0 can downloaded as dump or queried via triplestore. We evaluated different parts generation on manually crafted gold standard yielding competitive results.
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ژورنال
عنوان ژورنال: Quantitative science studies
سال: 2021
ISSN: ['2641-3337']
DOI: https://doi.org/10.1162/qss_a_00162