Report of International Game '96.

An approach based on open research knowledge graph for knowledge acquisition from scientific papers

“…Globally, a scientific paper can be divided into two major constructs which are Metadata and Full-body text (Nasar et al, 2018;Caroline Hayes and Fu, 1996). Metadata provides a brief overview of the scientific papers and the full-body text contains valuable information that is beneficial to fellow researchers.…”

“…Metadata provides a brief overview of the scientific papers and the full-body text contains valuable information that is beneficial to fellow researchers. In scientific research, Knowledge Acquisition (KA) (Brack et al, 2022;Caroline Hayes and Fu, 1996;Oelen et al, 2021aOelen et al, , 2021b) serves as a pivotal activity for extracting metadata and essential insights from scholarly papers.…”

“…After its acquisition, knowledge is organized in such a way that it can be used and reused whenever needed. Globally, knowledge acquisition can happen through a wide variety of strategies that vary from completely manual to totally automated (Jayaram and Sangeeta, 2017;Acheson and Purves, 2021;Caroline Hayes and Fu, 1996). In the context of knowledge acquisition from scientific papers, we differentiate between the manual process (Jayaram and Sangeeta, 2017;Acheson and Purves, 2021;Karl et al, 2013;Margulies et al, 2016).…”

An Approach Based on Open Research Knowledge Graph for Knowledge Acquisition from Scientific Papers

“…Metadata provides a brief overview of the scientific papers and the Full-body text contains valuable information that is beneficial to fellow researchers. To retrieve metadata and key-insights from scientific papers, Knowledge Acquisition (KA) [8] is a central activity in research.…”

“…After its acquisition, knowledge is organized in such a way that it can be used and reused whenever needed. Globally, knowledge acquisition can happen through a wide variety of strategies that vary from completely manual to totally automated [1,7,8]. Concerning knowledge acquisition from scientific papers, we distinguished the manual process [1,7,10,11] and the (semi-)automatic process.…”