Context-aware workflow management for smart manufacturing: A literature review of semantic web-based approaches

Ochoa, William; Larrinaga, Félix; Pérez, Alain

doi:10.1016/j.future.2023.03.017

Cited by 11 publications

(3 citation statements)

References 47 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…In general, a context-aware system uses context to deliver information and/or services relevant to a user's task (Abowd et al, 1999). Context refers to any data that can be used to understand the current state, whether situational or locational, of an entity (Ochoa et al, 2023). Context can be categorized from both operational and conceptual perspectives.…”

Section: Recommendation System and Context-awarenessmentioning

confidence: 99%

A context-aware framework for recommendation-based adaptive user interfaces in Smart Product-Service System

Carrera-Rivera,

Larrinaga,

Lasa

et al. 2024

Preprint

Self Cite

View full text Add to dashboard Cite

Smart Product-Service Systems (S-PSS) represent an innovative business model that integrates intelligent products with advanced digital capabilities and corresponding e-services. The User Experience (UX) within an S-PSS is heavily influenced by the individualization of services and customer empowerment. However, conventional UX analysis primarily focuses on the design stage and may not adequately respond to the evolving user needs during the usage stage and how to exploit the data surrounding the use of S-PSS. To overcome these limitations, this article introduces a practical framework for developing adaptive user interfaces within S-PSS. This framework integrates ontologies and context-aware recommendation systems, with user interactions serving as the primary data source, facilitating the development of adaptive user interfaces. One of the main contributions of this work lies on the integration of various components to achieve the creation of adaptive user interfaces for digital services. A case study of a smart device app is presented, to demonstrate the practical implementation of the framework, with a hands-on development approach, considering technological aspects and utilizing appropriate tools. The results of the evaluation of the recommendation engine show that using a context-aware approach improves the precision of recommendations. Furthermore, pragmatic aspects of UX, such as usefulness and system efficiency, are evaluated with participants with an overall positive impact on the use of the smart device.

show abstract

Section: Recommendation System and Context-awarenessmentioning

confidence: 99%

A context-aware framework for recommendation-based adaptive user interfaces in Smart Product-Service System

Carrera-Rivera,

Larrinaga,

Lasa

et al. 2024

Preprint

Self Cite

View full text Add to dashboard Cite

show abstract

“…This section examines existing literature and research pertaining to context-aware workflow management. Additionally, it builds upon a comprehensive systematic literature review conducted on semantic workflow management systems in [38]. This section provides an updated revision and deepens into the strengths, limitations, and gaps identified in the current body of work.…”

Section: Related Workmentioning

confidence: 99%

“…Context recognition is crucial for manufacturing systems to react correctly and enable dynamic changes to the workflow during runtime based on context data [61]. Semantic Web technologies have demonstrated advantages in effectively describing and inferring context data [38]. The Context Analyzer serves as a pivotal component in the proposed context-aware workflow management architecture.…”

Section: Context Analyzermentioning

confidence: 99%

Dynamic Context-Aware Workflow Management Architecture for Efficient Manufacturing: A Ros-Based Case Study

Ochoa

Legaristi²,

Larrinaga

et al. 2023

Preprint

View full text Add to dashboard Cite

Dynamic context-aware workflow management architecture for efficient manufacturing: A ROS-based case study

Ochoa,

Legaristi,

Larrinaga

et al. 2024

Future Generation Computer Systems

View full text Add to dashboard Cite

Context-aware workflow management for smart manufacturing: A literature review of semantic web-based approaches

Cited by 11 publications

References 47 publications

A context-aware framework for recommendation-based adaptive user interfaces in Smart Product-Service System

A context-aware framework for recommendation-based adaptive user interfaces in Smart Product-Service System

Dynamic Context-Aware Workflow Management Architecture for Efficient Manufacturing: A Ros-Based Case Study

Dynamic context-aware workflow management architecture for efficient manufacturing: A ROS-based case study

Contact Info

Product

Resources

About