Scientific Knowledge Graph Creation and Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3AZXTXTVV5" target="_blank" >RIV/00216208:11320/23:ZXTXTVV5 - isvavai.cz</a>
Result on the web
<a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161354603&doi=10.1109%2fI2CT57861.2023.10126238&partnerID=40&md5=fb3c9e0003fe9c5a3d81ed478b3e2802" target="_blank" >https://www.scopus.com/inward/record.uri?eid=2-s2.0-85161354603&doi=10.1109%2fI2CT57861.2023.10126238&partnerID=40&md5=fb3c9e0003fe9c5a3d81ed478b3e2802</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/i2ct57861.2023.10126238" target="_blank" >10.1109/i2ct57861.2023.10126238</a>
Alternative languages
Result language
angličtina
Original language name
Scientific Knowledge Graph Creation and Analysis
Original language description
"Reviewing the internet for research often tends to be a time-intensive process. With a rapid increase in data available on the internet, one's research can easily be swayed as there is a high probability of less important papers being displayed as search results. A significant percentage of research papers published lack credibility thus leading to an overall decline in the standard of research. With the objective of making the methodology of research straightforward and providing academia with essential and accurate information, we propose a system with the application of Knowledge Graphs. We utilized the Aminer(v13) dataset for the creation of the Knowledge Graph. We have introduced a novel scoring approach, 'Node Importance Score' (NIS), for research papers using graph centrality measures i.e., PageRank, EigenVector Centrality, and Betweenness Centrality, which is combined with the H-Index of the publication of the paper. This score is used to find the top-k influential and important papers in a given domain. Validation of the obtained NIS shows that our approach overcomes certain flaws present in the state-of-the-art scoring system. © 2023 IEEE."
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
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Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
"IEEE Int. Conf. Converg. Technol., I2CT"
ISBN
979-835033401-2
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
1-5
Publisher name
Institute of Electrical and Electronics Engineers Inc.
Place of publication
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Event location
Singapore
Event date
Jan 1, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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