Towards Traditional Simulation Models of Context Using Process Mining

Pileggi, Paolo; Rivero-Rodriguez, Alejandro; Nykänen, Ossi

doi:10.1109/cicsyn.2015.23

Cited by 4 publications

(4 citation statements)

References 22 publications

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“…66 Standard representation of context data in context-aware systems can be built upon semantic web metadata standards, such as Resource Description Framework (RDF) and OWL. 67 There are many modelling approaches: SNN, 61 SOCAM, 65 ASSL 65 and Process Mining. 65 Despite the technological advancements and research results, the realization and the role of complex context-aware computing are not clear in application ecosystem(s).…”

Section: Context-awarenessmentioning

confidence: 99%

“…67 There are many modelling approaches: SNN, 61 SOCAM, 65 ASSL 65 and Process Mining. 65 Despite the technological advancements and research results, the realization and the role of complex context-aware computing are not clear in application ecosystem(s). 61 Literature collects different attempts to define context.…”

Section: Context-awarenessmentioning

confidence: 99%

“…Context modelling: the formulation of a system that interprets and understands several system nuances. 65 Nykänen and Rodriguez 61 detected the major strategies for context modelling, including key-value, object-oriented and ontology-based models. There is not a commonly agreed standard for modelling, but ontology-based models seem to offer many desirable properties such as dealing with incomplete or partially understood information and domain-independent modelling.…”

Section: Context-awarenessmentioning

confidence: 99%

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Virtual coaching has emerged as a promising solution to extend independent living for older adults. A virtual coach system is an always-attentive personalized system that continuously monitors user’s activity and surroundings and delivers interventions – that is, intentional messages – in the appropriate moment. This article presents a survey of different approaches in virtual coaching for older adults, from the less technically supported tools to the latest developments and future avenues for research. It focuses on the technical aspects, especially on software architectures, user interaction and coaching personalization. Nevertheless, some aspects from the fields of personality/social psychology are also presented in the context of coaching strategies. Coaching is considered holistically, including matters such as physical and cognitive training, nutrition, social interaction and mood.

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Section: Context-awarenessmentioning

confidence: 99%

Section: Context-awarenessmentioning

confidence: 99%

Section: Context-awarenessmentioning

confidence: 99%

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“…Commonly, a system can utilise the rule-based schemes mentioned previously in Section 3.3.3 or utilise the machine-learning schemes based on Bayesian network, Markov chain to achieve context-awareness. In fact, recent research trends in context-awareness have started applying process mining techniques [139,140,141]. Since process mining is a popular technique in BPM [11], those process mining-based context recognition schemes can be quite promising in supporting context-aware BPMS4IoT.…”

Section: Context-awarenessmentioning

confidence: 99%

Mobile Cloud Business Process Management System for the Internet of Things

2016

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The Internet of Things (IoT) represents a comprehensive environment that consists of a large number of smart devices interconnecting heterogeneous physical objects to the Internet. Many domains such as logistics, manufacturing, agriculture, urban computing, home automation, ambient assisted living and various ubiquitous computing applications have utilised IoT technologies. Meanwhile, Business Process Management Systems (BPMS) have become a successful and efficient solution for coordinated management and optimised utilisation of resources/entities. However, past BPMS have not considered many issues they will face in managing large scale connected heterogeneous IoT entities. Without fully understanding the behaviour, capability and state of the IoT entities, the BPMS can fail to manage the IoT integrated information systems. In this paper, we analyse existing BPMS for IoT and identify the limitations and their drawbacks based on Mobile Cloud Computing perspective. Later, we discuss a number of open challenges in BPMS for IoT.

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Contributions of Process Mining and Simulation to the Process Management Lifecycle Using the Example of Healthcare Case Studies

Schmolke

2024

Communications in Computer and Information Science

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Towards Traditional Simulation Models of Context Using Process Mining

Cited by 4 publications

References 22 publications

Survey on virtual coaching for older adults

Survey on virtual coaching for older adults

Mobile Cloud Business Process Management System for the Internet of Things

Contributions of Process Mining and Simulation to the Process Management Lifecycle Using the Example of Healthcare Case Studies

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