Behavioral process mining for unstructured processes

C Diamantini, L Genga, D Potena - Journal of Intelligent Information …, 2016 - Springer
Real world applications provide many examples of unstructured processes, where process
execution is mainly driven by contingent decisions taken by the actors, with the result that …

A framework for efficiently mining the organisational perspective of business processes

S Schönig, C Cabanillas, S Jablonski… - Decision Support …, 2016 - Elsevier
Process mining aims at discovering processes by extracting knowledge from event logs.
Such knowledge may refer to different business process perspectives. The organisational …

A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways

J Lismont, AS Janssens, I Odnoletkova… - Computers in biology …, 2016 - Elsevier
Objective The aim of this study is to guide healthcare instances in applying process analytics
on healthcare processes. Process analytics techniques can offer new insights in patient …

Componente para la toma de decisiones en salud. Un enfoque de análisis de redes sociales desde la minería de procesos

JF Ramírez Pérez, T Rodríguez Rodríguez… - Revista cubana de …, 2016 - scielo.sld.cu
La mayoría de los sistemas informáticos en la actualidad generan trazas. Estas trazas
revelan las acciones que son ejecutadas en estos sistemas. La Minería de Procesos tiene …

Analyzing organizational routines in online knowledge collaborations: A case for sequence analysis in CSCW

BC Keegan, S Lev, O Arazy - Proceedings of the 19th ACM conference …, 2016 - dl.acm.org
Research into socio-technical systems like Wikipedia has overlooked important structural
patterns in the coordination of distributed work. This paper argues for a conceptual …

Increasing accuracy of process-based fraud detection using a behavior model

S Huda, R Sarno, T Ahmad - International Journal of Software …, 2016 - scholar.its.ac.id
Process-based fraud (PBF) is fraud caused by deviation from a business process model.
Some studies have proposed methods for PBF detection; however, these are still not able to …

Supporting social network analysis using chord diagram in process mining

A Jalali - Perspectives in Business Informatics Research: 15th …, 2016 - Springer
Data visualization is an important area of research aims to empower people to discover
information from data through visual artefacts. The huge volume of data can result in …

Workflow-supported social networks: Discovery, analyses, and system

M Park, H Ahn, KP Kim - Journal of Network and Computer Applications, 2016 - Elsevier
Technology-supported social networks have been penetrating many aspects of our lives
from friendships/blogging sites to working places. The recent BAI (business analytics and …

Towards a better assessment of event logs quality

MO Kherbouche, N Laga… - 2016 IEEE Symposium …, 2016 - ieeexplore.ieee.org
It is widely observed that the poor event logs quality poses a significant challenge to the
process mining project both in terms of choice of process mining algorithms and in terms of …

Process-and resource-aware information systems

C Cabanillas - 2016 IEEE 20th international enterprise …, 2016 - ieeexplore.ieee.org
Business processes involve several perspectives that have an effect in all the phases of the
business process management lifecycle. The organisational perspective addresses the way …