Digitised Knowledge-Based Literature Reviewing: A Tutorial on Coding Causal and Process Models as Graphs
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| Názov: | Digitised Knowledge-Based Literature Reviewing: A Tutorial on Coding Causal and Process Models as Graphs |
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| Autori: | Song, Yuanyuan (April), Zhao, Xia, Watson, Richard T. |
| Zdroj: | Management Faculty Research and Publications |
| Informácie o vydavateľovi: | e-Publications@Marquette |
| Rok vydania: | 2024 |
| Zbierka: | Marquette University: e-Publications@Marquette |
| Predmety: | Knowledge digitisation, literature review, causal model, graph database, graph query language, Business |
| Popis: | Current literature reviewing approaches rely on using keywords to search for relevant articles, reading them, and manually synthesising their knowledge. This approach is inefficient and limits the pace of scientific progress. We have developed a graph-based approach to digitising knowledge to address such issues. The method focuses on coding the core knowledge in publications (i.e. causal or process models) as directed graphs following a well-defined regimen and combining the directed graphs into a labelled property graph database. We provide guidance on coding publications as graphs using a graph query language. An application has been developed to facilitate scholars to code publications as graphs to load into a graph database. We discuss the contributions of the method for literature reviewing. |
| Druh dokumentu: | text |
| Popis súboru: | application/pdf |
| Jazyk: | unknown |
| Relation: | https://epublications.marquette.edu/mgmt_fac/406; https://epublications.marquette.edu/context/mgmt_fac/article/1406/viewcontent/song_16668pubd.pdf; https://epublications.marquette.edu/context/mgmt_fac/article/1406/filename/0/type/additional/viewcontent/song_16668acc.docx |
| Dostupnosť: | https://epublications.marquette.edu/mgmt_fac/406 https://epublications.marquette.edu/context/mgmt_fac/article/1406/viewcontent/song_16668pubd.pdf https://epublications.marquette.edu/context/mgmt_fac/article/1406/filename/0/type/additional/viewcontent/song_16668acc.docx |
| Rights: | http://creativecommons.org/licenses/by-nc-nd/4.0/ |
| Prístupové číslo: | edsbas.7E3C790D |
| Databáza: | BASE |
Nájsť tento článok vo Web of Science | Abstrakt: | Current literature reviewing approaches rely on using keywords to search for relevant articles, reading them, and manually synthesising their knowledge. This approach is inefficient and limits the pace of scientific progress. We have developed a graph-based approach to digitising knowledge to address such issues. The method focuses on coding the core knowledge in publications (i.e. causal or process models) as directed graphs following a well-defined regimen and combining the directed graphs into a labelled property graph database. We provide guidance on coding publications as graphs using a graph query language. An application has been developed to facilitate scholars to code publications as graphs to load into a graph database. We discuss the contributions of the method for literature reviewing. |
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