[HTML][HTML] Scholarly knowledge graphs through structuring scholarly communication: a review
The necessity for scholarly knowledge mining and management has grown significantly as
academic literature and its linkages to authors produce enormously. Information extraction …
academic literature and its linkages to authors produce enormously. Information extraction …
The microsoft academic knowledge graph: A linked data source with 8 billion triples of scholarly data
M Färber - The Semantic Web–ISWC 2019: 18th International …, 2019 - Springer
In this paper, we present the Microsoft Academic Knowledge Graph (MAKG), a large RDF
data set with over eight billion triples with information about scientific publications and …
data set with over eight billion triples with information about scientific publications and …
Scholarly data mining: A systematic review of its applications
During the last few decades, the widespread growth of scholarly networks and digital
libraries has resulted in an explosion of publicly available scholarly data in various forms …
libraries has resulted in an explosion of publicly available scholarly data in various forms …
Generating knowledge graphs by employing natural language processing and machine learning techniques within the scholarly domain
The continuous growth of scientific literature brings innovations and, at the same time, raises
new challenges. One of them is related to the fact that its analysis has become difficult due to …
new challenges. One of them is related to the fact that its analysis has become difficult due to …
[HTML][HTML] The SPAR ontologies
Over the past eight years, we have been involved in the development of a set of
complementary and orthogonal ontologies that can be used for the description of the main …
complementary and orthogonal ontologies that can be used for the description of the main …
SCICERO: A deep learning and NLP approach for generating scientific knowledge graphs in the computer science domain
Science communication has a number of bottlenecks that include the rising number of
published research papers and its non-machine-accessible and document-based paradigm …
published research papers and its non-machine-accessible and document-based paradigm …
Automating hybrid collective intelligence in open-ended medical diagnostics
RHJM Kurvers, AG Nuzzolese… - Proceedings of the …, 2023 - National Acad Sciences
Collective intelligence has emerged as a powerful mechanism to boost decision accuracy
across many domains, such as geopolitical forecasting, investment, and medical …
across many domains, such as geopolitical forecasting, investment, and medical …
[HTML][HTML] Software review: COCI, the OpenCitations Index of Crossref open DOI-to-DOI citations
In this paper, we present COCI, the OpenCitations Index of Crossref open DOI-to-DOI
citations (http://opencitations. net/index/coci). COCI is the first open citation index created by …
citations (http://opencitations. net/index/coci). COCI is the first open citation index created by …
Improving university faculty evaluations via multi-view knowledge graph
University faculties generate a large amount of heterogeneous data in e-learning
environments that online systems and toolkits have made widely available in all aspects of …
environments that online systems and toolkits have made widely available in all aspects of …
New trends in scientific knowledge graphs and research impact assessment
In the last decades, we experienced a continuously increasing publication rate of scientific
articles and related research objects (eg, data sets, software packages). As this trend keeps …
articles and related research objects (eg, data sets, software packages). As this trend keeps …