[HTML][HTML] Experimental verification and validation of the SICN-oriented process mining algorithm and system

KS Kim, DL Pham, YI Park, KP Kim - … of King Saud University-Computer and …, 2022 - Elsevier
The purpose of this paper is to verify the functional correctness of a specific process mining
algorithm and to validate the requirement satisfaction of the targeted algorithm, as well. The …

ρ-Algorithm: A SICN-Oriented Process Mining Framework

KS Kim, DL Pham, KP Kim - IEEE Access, 2021 - ieeexplore.ieee.org
This paper devises an algorithmic process mining framework characterized by the
mathematical process model of structured information control nets (SICN) and the concept of …

Formal approach for discovering work transference networks from workflow logs

H Ahn, KP Kim - Information Sciences, 2020 - Elsevier
This paper proposes a formal principle for discovering work transference networks of
workflow-supported organizational employees from workflow enactment histories contained …

Organizational closeness centralities of workflow-supported performer-to-activity affiliation networks

H Ahn, KP Kim - IEEE Access, 2021 - ieeexplore.ieee.org
A workflow model specifies execution sequences of the associated activities and their
affiliated relationships with roles, performers, invoked-applications, and relevant data. These …

LSTM-based business process remaining time prediction model featured in activity-centric normalization techniques

SH Ham, H Ahn, KP Kim - Journal of Internet Computing and …, 2020 - koreascience.kr
Recently, many companies and organizations are interested in predictive process
monitoring for the efficient operation of business process models. Traditional process …

An Experimental Analysis on Mining Proportional Process Models from Process Logs

JE Bae, JH Lee, YI Park, SH Park… - 2022 IEEE/ACM …, 2022 - ieeexplore.ieee.org
In this paper, we carry out an experimental analysis to show how much perfectly the
conceptual mining framework is working on mining process patterns and their enacted …

[PDF][PDF] Generierung einer synthetischen Trainingsdatenqelle fur ML-basierte Prozess-Mining-Tools Generating a synthetic training data source for ML-based process …

A Singh, A Fischer - theses.cz
The rapid expansion of process mining tools based on machine learning has transformed
the capacity to derive valuable insights from intricate business processes. Nonetheless, the …

[PDF][PDF] Computer and Information Sciences

KS Kim, DL Pham, YI Park, KP Kim - 2021 - researchgate.net
abstract The purpose of this paper is to verify the functional correctness of a specific process
mining algorithm and to validate the requirement satisfaction of the targeted algorithm, as …

[PDF][PDF] 액티비티별특징정규화를적용한LSTM 기반비즈니스프로세스잔여시간예측모델

LBPR Time, PM Featured - Journal of Internet Computing and Services …, 2020 - jics.or.kr
요 약최근에 많은 기업 및 조직들이 비즈니스 프로세스 모델의 효율적 운용을 위해 예측적
프로세스 모니터링에 관심이 높아지고 있다. 기존의 프로세스 모니터링은 특정 프로세스 …

[图书][B] Computer and Information Science

HK Kim, R Lee - 2008 - researchgate.net
abstract The purpose of this paper is to verify the functional correctness of a specific process
mining algorithm and to validate the requirement satisfaction of the targeted algorithm, as …