Categories |
PROCESS MINING
MACHINE LEARNING
ALGORITHMS
COMPUTER SCIENCE
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Call for Papers |
Dear Colleagues,
Process mining is a research field aimed at developing algorithms and methodologies to extract useful knowledge from event data. Process mining methods have been successfully applied to logs of business process execution recorded by transactional IT systems, with the ultimate goal of analyzing and improving organizational productivity along such performance dimensions as efficiency, quality, compliance, and risk. Moreover, such methods are increasingly being used—with an interdisciplinary perspective—in other application domains beyond those related to business processes, such as in the context of distributed ledger technologies (DLT), robotic process automation (RPA), and the Internet of Things (IoT). This Special Issue aims to provide a high-quality forum in which interdisciplinary researchers and practitioners can exchange research findings and ideas on process mining and its applications. We invite you to submit research to this Special Issue on “Process Mining and Emerging Applications” on subjects covering the whole range from theory to applications. The following is a (non-exhaustive) list of topics of interest: Process mining techniques; Automated discovery of process models; Conformance/compliance analysis; Multiperspective process mining; Predictive process analytics; Prescriptive process analytics and recommender systems; Privacy-preserving process mining; Visual process analytics; Mining from non-process-aware systems/event streams. We welcome applications and case studies in: Distributed ledger technologies (DLT); (Cyber)security and privacy; Risk management; Robotic process automation (RPA); Sensors, Internet-of-Things (IoT), and wearable devices; Specific domains such as accounting, finance, government, healthcare, software engineering and manufacturing. Finally, I would like to thank Mr. Zeeshan Tariq for his valuable work in assisting me with this Special Issue. Prof. Dr. Sally McClean Prof. Dr. Adele Marshall Dr. Ian McChesney Guest Editors Manuscript Submission Information Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website. Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access monthly journal published by MDPI. Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions. |
Credits and Sources |
[1] Process Mining and Its Applications 2022 : MDPI Algorithms (Special Issue) Open for submissions |