Self-Service Registry Log Builder: A Case Study in National Trauma Registry of Iran.
Background: Although the process-mining algorithms have evolved in the past decade, the lack of attention to extracting event logs from raw data of databases in an automatic manner is evident. These logs are available in a process-oriented manner in the process-aware information systems. Still, the...
| Published in: | Methods of Information in Medicine Vol. 61; no. 5/6; pp. 185 - 195 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Published: |
Thieme Medical Publishing Inc.
Dec2022
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| Online Access: | View this record in EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=160890190&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 160890190 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 00261270 W7M jtl: Methods of Information in Medicine issn: 00261270 maglogo: N pubinfo: dt: Dec2022 vid: 61 iid: 5/6 pid: 2811 pub: Thieme Medical Publishing Inc. place: New York, New York artinfo: ui: 160890190 160890190 NLM35901850 10.1055/a-1911-9088 NLM35901850 160890190 ppf: 185 ppct: 10 formats: tig: atl: Self-Service Registry Log Builder: A Case Study in National Trauma Registry of Iran. aug: au: Yari Eili, Mansoureh Vafadar, Safar Rezaeenour, Jalal Sharif-Alhoseini, Mahdi affil: Department of Computer Engineering and IT, Faculty of Technology and Engineering, University of Qom, Qom, Iran sug: ab: Background: Although the process-mining algorithms have evolved in the past decade, the lack of attention to extracting event logs from raw data of databases in an automatic manner is evident. These logs are available in a process-oriented manner in the process-aware information systems. Still, there are areas where their extraction is a challenge to address (e.g., trauma registries).Objective: The registry data are recorded manually and follow an unstructured ad hoc pattern; prone to high noises and errors; consequently, registry logs are classified at a maturity level of one, and extracting process-centric information is not a trivial task therein. The experiences made during the event log building from the trauma registry are the subjects to be studied.Results: The result indicates that the three-phase self-service registry log builder tool can withstand the mentioned issues by filtering and enriching the raw data and making them ready for any level of process-mining analysis. This proposed tool is demonstrated through process discovery in the National Trauma Registry of Iran, and the encountered challenges and limitations are reported.Conclusion: This tool is an interactive visual event log builder for trauma registry data and is freely available for studies involving other registries. In conclusion, future research directions derived from this case study are suggested. pubtype: Academic Journal doctype: Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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