Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …

Collaborative relationship discovery in BIM project delivery: A social network analysis approach

Y Wang, VK Thangasamy, Z Hou, RLK Tiong… - Automation in …, 2020 - Elsevier
A deeper understanding of collaboration among various stakeholders is imperative towards
the success of the Building Information Modelling (BIM) enabled project delivery. A …

IFC-based process mining for design authoring

S Kouhestani, M Nik-Bakht - Automation in Construction, 2020 - Elsevier
Abstract Building Information Modelling (BIM) is defined as the process of creation and
management of digital replica for building products in a collaborative design set-up. On this …

Clustering of designers based on building information modeling event logs

Y Pan, L Zhang, MJ Skibniewski - Computer‐Aided Civil and …, 2020 - Wiley Online Library
A network‐enabled event log mining approach is proposed for a deep understanding of the
Building Information Modeling (BIM)‐based collaborative design work. It proposes a novel …

Supporting governance in healthcare through process mining: a case study

S Agostinelli, F Covino, G D'Agnese, C De Crea… - Ieee …, 2020 - ieeexplore.ieee.org
Healthcare organizations are under increasing pressure to improve productivity, gain
competitive advantage and reduce costs. In many cases, despite management already …

Process fragmentation and port performance: Merging SNA and text mining

D Aloini, E Benevento, A Stefanini, P Zerbino - International Journal of …, 2020 - Elsevier
This paper investigates the role of process coordination dynamics and information
exchanges in maritime logistics. To this aim, a case study in a mid-sized port supported by a …

Resource-centric process mining: clustering using local process models

L Delcoucq, F Lecron, P Fortemps… - Proceedings of the 35th …, 2020 - dl.acm.org
In this paper, we focus on the resource perspective in the context of process mining. Most
process mining techniques focus on the control-flow to uncover problems related to …

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 …

Discovery of activities' actor perspective from emails based on speech acts detection

M Elleuch, OA Ismaili, N Laga, N Assy… - … on Process Mining …, 2020 - ieeexplore.ieee.org
Process mining aims at discovering different perspectives of business processes (BP) from
event logs generated by BP management systems. However, BP can be entirely or partially …

How students' friendship network affects their GPA ranking: A data-driven approach linking friendship with daily behaviour

Y Li, S Li, C Wei, J Liu - Information Technology & People, 2020 - emerald.com
Purpose Due to the unintentional or even the intentional mistakes arising from a survey, the
purpose of this paper is to present a data-driven method for detecting students' friendship …