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Is Industry 5.0 a Human-Centred Approach? A Systematic Review

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-62784-3_25openalex-snapshot
Do We Need Synchronization of the Human and Robotics to Make Industry 5.0 a Success Story?
inferredcites →https://doi.org/10.1007/s00170-022-08811-2openalex-snapshot
Vision-based melt pool monitoring for wire-arc additive manufacturing using deep learning method
inferredcites →https://doi.org/10.1007/s00170-022-09076-5openalex-snapshot
Towards intelligent monitoring system in wire arc additive manufacturing: a surface anomaly detector on a small dataset
inferredcites →https://doi.org/10.1007/s11192-009-0146-3openalex-snapshot
Software survey: VOSviewer, a computer program for bibliometric mapping
inferredcites →https://doi.org/10.1007/s11192-022-04370-1openalex-snapshot
Industry 5.0: improving humanization and sustainability of Industry 4.0
inferredcites →https://doi.org/10.1007/s13132-021-00763-4openalex-snapshot
Smart Environments and Techno-centric and Human-Centric Innovations for Industry and Society 5.0: A Quintuple Helix Innovation System View Towards Smart, Sustainable, and Inclusive Solutions
inferredcites →https://doi.org/10.1016/j.autcon.2022.104586openalex-snapshot
Challenges and opportunities of augmented reality during the construction phase
inferredcites →https://doi.org/10.1016/j.cie.2022.108661openalex-snapshot
Employee-centric innovation: Integrating participatory design and video-analysis to foster the transition to Industry 5.0
inferredcites →https://doi.org/10.1016/j.clscn.2022.100074openalex-snapshot
Information sharing in supply chains – Interoperability in an era of circular economy
inferredcites →https://doi.org/10.1016/j.compind.2022.103693openalex-snapshot
An experience feedback process for learning from collaboration experiences
inferredcites →https://doi.org/10.1016/j.compind.2022.103792openalex-snapshot
Human-centric zero-defect manufacturing: State-of-the-art review, perspectives, and challenges
inferredcites →https://doi.org/10.1016/j.cor.2021.105674openalex-snapshot
Balancing and scheduling assembly lines with human-robot collaboration tasks
inferredcites →https://doi.org/10.1016/j.hrmr.2021.100856openalex-snapshot
Toward the human – Centered approach. A revised model of individual acceptance of AI
inferredcites →https://doi.org/10.1016/j.ifacol.2021.10.483openalex-snapshot
Adoption of Collaborative Robotics in Industry 5.0. An Irish industry case study
inferredcites →https://doi.org/10.1016/j.ifacol.2022.09.298openalex-snapshot
Collaborative Robotic Environment for Educational Training in Industry 5.0 Using an Open Lab Approach
inferredcites →https://doi.org/10.1016/j.ifacol.2022.10.108openalex-snapshot
Human-centricity in the design of production planning and control systems: A first approach towards Industry 5.0
inferredcites →https://doi.org/10.1016/j.ijpe.2022.108619openalex-snapshot
Towards industry 5.0: A multi-objective job rotation model for an inclusive workforce
inferredcites →https://doi.org/10.1016/j.jbusres.2019.07.039openalex-snapshot
Literature review as a research methodology: An overview and guidelines
inferredcites →https://doi.org/10.1016/j.jii.2021.100257openalex-snapshot
Industry 5.0: A survey on enabling technologies and potential applications
inferredcites →https://doi.org/10.1016/j.jii.2021.100311openalex-snapshot
Rethinking engineering education at the age of industry 5.0
inferredcites →https://doi.org/10.1016/j.jii.2022.100354openalex-snapshot
Next generation DES simulation: A research agenda for human centric manufacturing systems
inferredcites →https://doi.org/10.1016/j.jmsy.2021.10.006openalex-snapshot
Industry 4.0 and Industry 5.0—Inception, conception and perception
inferredcites →https://doi.org/10.1016/j.jmsy.2021.11.001openalex-snapshot
A futuristic perspective on human-centric assembly
inferredcites →https://doi.org/10.1016/j.jmsy.2022.02.001openalex-snapshot
Outlook on human-centric manufacturing towards Industry 5.0
inferredcites →https://doi.org/10.1016/j.jmsy.2022.04.007openalex-snapshot
Evaluating quality in human-robot interaction: A systematic search and classification of performance and human-centered factors, measures and metrics towards an industry 5.0
inferredcites →https://doi.org/10.1016/j.jmsy.2022.05.005openalex-snapshot
Toward human-centric smart manufacturing: A human-cyber-physical systems (HCPS) perspective
inferredcites →https://doi.org/10.1016/j.jmsy.2022.07.010openalex-snapshot
Industry 5.0 and Society 5.0—Comparison, complementation and co-evolution
inferredcites →https://doi.org/10.1016/j.jmsy.2022.09.017openalex-snapshot
Industry 5.0: Prospect and retrospect
inferredcites →https://doi.org/10.1016/j.procir.2021.11.183openalex-snapshot
Towards The Resilient Operator 5.0: The Future of Work in Smart Resilient Manufacturing Systems
inferredcites →https://doi.org/10.1016/j.procir.2022.05.042openalex-snapshot
An IIoT Platform For Human-Aware Factory Digital Twins
inferredcites →https://doi.org/10.1016/j.procir.2022.05.171openalex-snapshot
Conceptions of Man in Human-Centric Cyber-Physical Production Systems
inferredcites →https://doi.org/10.1016/j.procir.2022.10.070openalex-snapshot
Design for 3D Printing of a Robotic Arm Tool Changer under the framework of Industry 5.0
inferredcites →https://doi.org/10.1016/j.procs.2021.12.118openalex-snapshot
A conceptual model for the acceptance of collaborative robots in industry 5.0
inferredcites →https://doi.org/10.1016/j.rcim.2022.102403openalex-snapshot
UX assessment strategy to identify potential stressful conditions for workers
inferredcites →https://doi.org/10.1016/j.rcim.2022.102471openalex-snapshot
An AR-assisted Deep Reinforcement Learning-based approach towards mutual-cognitive safe human-robot interaction
inferredcites →https://doi.org/10.1016/j.spc.2022.08.003openalex-snapshot
Identifying industry 5.0 contributions to sustainable development: A strategy roadmap for delivering sustainability values
inferredcites →https://doi.org/10.1016/j.techsoc.2022.102086openalex-snapshot
Employment 4.0: The Work of the Future and the Future of Work
inferredcites →https://doi.org/10.1016/j.techsoc.2022.102140openalex-snapshot
Beyond playful learning – Serious games for the human-centric digital transformation of production and a design process model
inferredcites →https://doi.org/10.1080/00207543.2022.2118892openalex-snapshot
The Industry 5.0 framework: viability-based integration of the resilience, sustainability, and human-centricity perspectives
inferredcites →https://doi.org/10.1109/access.2021.3119775openalex-snapshot
Next Generation Auto-Identification and Traceability Technologies for Industry 5.0: A Methodology and Practical Use Case for the Shipbuilding Industry
inferredcites →https://doi.org/10.1109/eit53891.2022.9813831openalex-snapshot
From Industry 4.0 towards Industry 5.0
inferredcites →https://doi.org/10.1109/punecon52575.2021.9686495openalex-snapshot
A Novel Approach: Bioeconomy & Industry 5.0 Enhanced version
inferredcites →https://doi.org/10.1186/s13677-022-00314-5openalex-snapshot
Future of industry 5.0 in society: human-centric solutions, challenges and prospective research areas
inferredcites →https://doi.org/10.1364/jocn.438522openalex-snapshot
The Art of 6G (TAO 6G): how to wire Society 5.0 [Invited]
inferredcites →https://doi.org/10.2427/5768openalex-snapshot
The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration
inferredcites →https://doi.org/10.2478/orga-2022-0020openalex-snapshot
Industry 5.0 Beyond Technology: An Analysis Through the Lens of Business and Operations Management Literature
inferredcites →https://doi.org/10.3233/atde220165openalex-snapshot
Applying Digital Twin Technology in Higher Education: An Automation Line Case Study
inferredcites →https://doi.org/10.3233/atde220184openalex-snapshot
Experiences in Running a Professional Course on Digitally-Enabled Production in Collaboration Between Three Swedish Universities
inferredcites →https://doi.org/10.3390/app10124182openalex-snapshot
Value-Oriented and Ethical Technology Engineering in Industry 5.0: A Human-Centric Perspective for the Design of the Factory of the Future
inferredcites →https://doi.org/10.3390/app112412066openalex-snapshot
A Preliminary Experimental Study on the Workers’ Workload Assessment to Design Industrial Products and Processes
inferredcites →https://doi.org/10.3390/asi4030045openalex-snapshot
Special Issue “Industry 5.0: The Prelude to the Sixth Industrial Revolution”
inferredcites →https://doi.org/10.3390/asi4040087openalex-snapshot
An Exploratory Bibliometric Analysis of the Birth and Emergence of Industry 5.0
inferredcites →https://doi.org/10.3390/en15176276openalex-snapshot
A Literature Review of the Challenges and Opportunities of the Transition from Industry 4.0 to Society 5.0
inferredcites →https://doi.org/10.3390/info11020124openalex-snapshot
Innovation in the Era of IoT and Industry 5.0: Absolute Innovation Management (AIM) Framework
inferredcites →https://doi.org/10.3390/joitmc8030152openalex-snapshot
The Precipitative Effects of Pandemic on Open Innovation of SMEs: A Scientometrics and Systematic Review of Industry 4.0 and Industry 5.0
inferredcites →https://doi.org/10.3390/machines10070577openalex-snapshot
Common Educational Teleoperation Platform for Robotics Utilizing Digital Twins
inferredcites →https://doi.org/10.3390/met11040647openalex-snapshot
Human-Centered Robotic Development in the Steel Shop: Improving Health, Safety and Digital Skills at the Workplace
inferredcites →https://doi.org/10.3390/su11164371openalex-snapshot
Industry 5.0—A Human-Centric Solution
inferredcites →https://doi.org/10.3390/su14010514openalex-snapshot
The Human-Centric SMED
inferredcites →https://doi.org/10.3390/su14031391openalex-snapshot
Identification of Social and Economic Expectations: Contextual Reasons for the Transformation Process of Industry 4.0 into the Industry 5.0 Concept
inferredcites →https://doi.org/10.3390/su14052773openalex-snapshot
Smooth and Resilient Human–Machine Teamwork as an Industry 5.0 Design Challenge

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Navigating the Nexus of Intelligent Manufacturing and Service Systems: Conflict between Technology and Humanity
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Industry 5.0 and Artificial Intelligence
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Realization of Health Intelligence in Industry 5.0 – A Paper on Sustainable Use of AI and Human Intelligence in Healthcare Industry
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Field Elements of Classic Control Systems
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Industry 5.0 Model and Internal Stakeholder Engagement: Bringing Sustainable Development in Workplace Drawing From Stakeholder Theory
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Human-Centered HCI Practices Leading the Path to Industry 5.0: A Systematic Literature Review
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Digital Transformation Towards Industry 5.0: A Systematic Literature Review
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Intertwining Fashion Practices Toward Industry 5.0 Through a Design-Driven Approach
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Human-Centered Optimization of Assembly Systems with the Help of Design Thinking
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Skills and Information Needed for Operator 5.0 in Emergency Production
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A State-of-the-Art Review and Framework for Human-Centric Automation in Industry 5.0
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Integrating Industry 5.0 Competencies: A Learning Factory Based Framework
inferred← citeshttps://doi.org/10.1007/978-3-031-66801-2_1openalex-snapshot
Editorial: Industry 5.0 Towards Human Value and Value for Human
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Industry 5.0: Quo Vadis? Challenges and Concerns for Future Development
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Artificial Intelligence in Small and Medium-Sized Enterprises: Requirements and Barriers
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Industry 5.0 with Sustainable Development
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A Leap from Operator 4.0 to Operator 5.0: Antecedents, Enablers, and Barriers in Human-Centered Manufacturing
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Towards Human-Centric Digital Services: A Development Framework
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Bibliometric Analysis of Immersive Technologies in Supply Chain Strategy: Knowledge-Based Systems Case
inferred← citeshttps://doi.org/10.1007/978-3-031-72829-7_45openalex-snapshot
Safety Features for HumanTIX: An Augmented Reality Platform to Enhance Human–Robot Collaboration
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Towards Human-Centric Industrial Training
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Industry 5.0
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Platform Business Model: An Innovation 5.0 Perspective
inferred← citeshttps://doi.org/10.1007/978-3-031-78623-5_53openalex-snapshot
Industry 5.0 and Sustainable Innovation: The Role of the Organizational Framework in Fostering Innovation
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A Comprehensive Framework Integrating ML, Automation Pyramid, and KPIs for Industry 5.0
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Understanding Human Error: A Study on Workplace Accidents and Safety Culture
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Why a New Industrial Revolution? A Critical Review
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Indicators for the Evaluation of Agri-Food Supply Chains Under Industry 5.0 Parameters
inferred← citeshttps://doi.org/10.1007/978-3-031-83579-7_1openalex-snapshot
The Rise of Employee Experience (EX) as a Human-Centric Approach to Work
inferred← citeshttps://doi.org/10.1007/978-3-031-83579-7_2openalex-snapshot
The Origins of EX and Why It Matters
inferred← citeshttps://doi.org/10.1007/978-3-031-83845-3_20openalex-snapshot
Understanding Human Responses to Robot Errors to Enhance Human-Robot Interaction Design in a Non-industrial Context
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An Approach for a Human-Assisted Data Loop in Connected Manufacturing Systems
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Industrial Revolution and Innovation Evolution: Analyzing the Past to Envision the Future
inferred← citeshttps://doi.org/10.1007/978-3-031-91424-9_71openalex-snapshot
Analysing Industry 5.0 in Logistics: A Bibliometric Perspective
inferred← citeshttps://doi.org/10.1007/978-3-031-91500-0_35openalex-snapshot
Digital Twins for Sustainable Performance in Industry 5.0: Insights from Multiple Cases
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GSK-C2F: Graph Skeleton Modelization for Action Segmentation and Recognition Using a Coarse-to-Fine Strategy
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Beyond Agreements: A Semantic Differential for Technology Acceptance Measurement
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Automating Industrial Quality Control: A Multimodal LLM and RAG Framework for Anomaly Detection
inferred← citeshttps://doi.org/10.1007/978-3-031-97985-9_50openalex-snapshot
Road User Mobility 5.0 Framework with a Multi-criteria Decision-Making Application
inferred← citeshttps://doi.org/10.1007/978-3-031-97985-9_87openalex-snapshot
A Bibliometric and Trend Analysis on Intelligent Technologies in Fashion 5.0 Supply Chains
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An Interval-Valued Intuitionistic Fuzzy SWARA Method for Ranking the Challenges of Human-Centric Manufacturing Systems in Industry 5.0
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The Role of Intelligent and Fuzzy Systems in Building Resilient and Sustainable Supply Chains
inferred← citeshttps://doi.org/10.1007/978-3-031-98431-0_4openalex-snapshot
Integrating SWOT and SOAR as Strategic Tools for Small Businesses in the Age of Industry 5.0: An Analysis Framework
inferred← citeshttps://doi.org/10.1007/978-3-032-01396-5_3openalex-snapshot
Employee Perception of Human-Robot Co-working: Evidence from the Hotel Sector in Russia, Egypt, and Italy
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AI Cockpit: A Meaningful Human Control Interface for Mitigating AI Risks for Hybrid Intelligence Systems
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A Human Digital Twin Approach to Physical Hazard Management in the Manufacturing Environment: An Extensive Literature Review with a Conceptual Framework
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Industry 5.0 in EU and ASEAN: A Comparative Analysis of Intelligent, Sustainable, and Human-Centered Manufacturing Readiness
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Der Aufstieg der Employee Experience (EX) als menschenzentrierter Ansatz für Arbeit
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Die Ursprünge von EX und warum es wichtig ist
inferred← citeshttps://doi.org/10.1007/978-3-032-05673-3_3openalex-snapshot
Learning Factory 5.0: An Open Design Model for Human-Centric, Sustainable, and Flexible Technical Education
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Navigating AI Adoption: In-House Development vs. Outsourcing for Industry 5.0
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Exploring User Preferences in Multimodal Human-Robot Interaction for the Human-Centered Design of an Assistant Robot
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Introduction to Industry 6.0 Technologies: A Paradigm Shift Towards Smart, Sustainable, and Resilient Architectural Design
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Human-Centred Digital Marketing: Emerging Trends and Practical Applications
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Introduction to Industry 5.0
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Assessing Human-Centricity in Manufacturing Supply Chains: A Framework for Industry 5.0 Transition
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Conceptualizing the Synergies Between Circular Economy and Operational Excellence in the Era of Industry 5.0
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SOMA: a Multi-agent Digital Twin to Support Collaboration in Helicopter Engine Maintenance
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Industry 5.0 for SMEs: A Comparative Case Study on Resilience Strategies in Sweden and Thailand
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Prioritizing Performance Criteria in Sustainable Intelligent Logistics: A SWARA Approach Integrating Industry 5.0, Circular Economy, and Operational Excellence
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Preliminary Identification of Barriers to Ergonomic Digital Human Work Modeling in the Industry 5.0 Context: A Preliminary Study
inferred← citeshttps://doi.org/10.1007/978-3-032-32032-2_47openalex-snapshot
Education 5.0 at a Specialised University Studies: Students’ Perspectives
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The Human-Centric Vision of Industry 5.0: Advancing Sustainability, Well-Being, and Work-Life Balance in the Digital Age
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Employee Apps as Sociotechnical Infrastructures for Thinking Hybrid Collaborative Networks: Evidence from a Manufacturing Organisation
inferred← citeshttps://doi.org/10.1007/978-981-95-0417-6_3openalex-snapshot
Empowering the Workforce for Industry 5.0: Skills, Training, and Human-Centric Transformation
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The Use of AIEd Technologies in MBA Education
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Academic Ethics in the Age of Artificial Intelligence: A Systematic Mapping of the Literature
inferred← citeshttps://doi.org/10.1007/978-981-96-4104-8_2openalex-snapshot
Industry 5.0: Pioneering Sustainable Manufacturing in the Green Economy
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Ergonomics Reimagined: Sculpting Tomorrow's Workplaces for Human Vitality
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Metrology and Sustainability in Industry 6.0: Navigating a New Paradigm
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Metrology and Sustainability in Industry 6.0: Navigating a New Paradigm
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Early defect detection in thermo-insulating panels: A case study on quality inspection
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Continuous sub-action recognition in manual assembly using Kinect skeletal data and dynamic time warping for AI-assisted work study
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Advisor system for additive manufacturing: a model-based architectural framework for AI-augmented and sustainable manufacturing in industry 5.0
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Human-centered design of VR interface features to support mental workload and spatial cognition during collaboration tasks in manufacturing
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The research landscape of industry 5.0: a scientific mapping based on bibliometric and topic modeling techniques
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Can green finance facilitate Industry 5.0 transition to achieve sustainability? A systematic review with future research directions
inferred← citeshttps://doi.org/10.1007/s12186-026-09386-9openalex-snapshot
The Operator Side of Industry 5.0: A Scoping Review of Learning and Skill Development Conditions in the Era of Digital and Green Transitions
inferred← citeshttps://doi.org/10.1007/s12393-023-09354-2openalex-snapshot
Food Quality 4.0: Sustainable Food Manufacturing for the Twenty-First Century
inferred← citeshttps://doi.org/10.1007/s12597-026-01160-8openalex-snapshot
Analyzing challenges to Industry 5.0 adoption: interpretative model based on innovative resistance theory
inferred← citeshttps://doi.org/10.1007/s12668-025-02235-4openalex-snapshot
Neuromorphic AI Systems in BRICS Megacities: A Human-Centric Approach to Socio-Labor Regulation
inferred← citeshttps://doi.org/10.1007/s13132-024-02498-4openalex-snapshot
Global Perspectives on Navigating Industry 5.0 Knowledge: Achieving Resilience, Sustainability, and Human-Centric Innovation in Manufacturing
inferred← citeshttps://doi.org/10.1007/s13132-026-03426-4openalex-snapshot
Incidences of Global Industry 5.0 Indicators Covering SDGS: Conceptual and Measurement Framework
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Advancing industry 4.0 and lean-driven ergonomic insights for sustainable textile manufacturing
inferred← citeshttps://doi.org/10.1007/s42452-026-08750-7openalex-snapshot
Retrieval-augmented generation enhanced LLM for industrial anomaly detection
inferred← citeshttps://doi.org/10.1007/s42824-025-00176-7openalex-snapshot
Transitioning from Industry 4.0 to Industry 5.0 for Sustainable and Additive Manufacturing of Clothing: Framework, Case Studies, Recent Advances, and Future Prospects
inferred← citeshttps://doi.org/10.1007/s43621-025-02453-6openalex-snapshot
A systematic review of Industry 5.0 and sustainability in manufacturing: clustering of concepts, characteristics, and technological enablers
inferred← citeshttps://doi.org/10.1016/b978-0-443-31424-7.00013-7openalex-snapshot
Ethical considerations and implications of adopting Industry 5.0 technologies in biological wastewater treatment plants
inferred← citeshttps://doi.org/10.1016/b978-0-443-32878-7.00024-9openalex-snapshot
Enhancing agricultural resilience through synergistic human–AI collaboration in industry 5.0
inferred← citeshttps://doi.org/10.1016/b978-0-443-33750-5.00011-1openalex-snapshot
From Seafood 4.0 to Seafood 5.0
inferred← citeshttps://doi.org/10.1016/b978-0-443-36737-3.00007-2openalex-snapshot
The evolution from Industry 4.0 to Industry 5.0
inferred← citeshttps://doi.org/10.1016/b978-0-443-40477-1.00007-0openalex-snapshot
Artificial intelligence applications in production planning and control: A review and future research challenges in Industry 5.0 era
inferred← citeshttps://doi.org/10.1016/j.aei.2025.103660openalex-snapshot
Managing the fatigue frontier: AI applications in air traffic control operations
inferred← citeshttps://doi.org/10.1016/j.apergo.2024.104391openalex-snapshot
Analyzing resilient performance of workers with multiple disturbances in production systems
inferred← citeshttps://doi.org/10.1016/j.apergo.2025.104475openalex-snapshot
Digital technologies, sustainability, and work: How can these themes be brought together to promote a human-centered future in industry 5.0 implementation?
inferred← citeshttps://doi.org/10.1016/j.apergo.2025.104476openalex-snapshot
What is buzzing around me? Assessing the influence of indoor unmanned aerial vehicles on human cognitive performance and well-being
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113504openalex-snapshot
An integrated decision-making framework for evaluating Industry 5.0 and Circular Economy in supply chain management using Z-numbers
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113769openalex-snapshot
Developing a hybrid circular intuitionistic fuzzy framework to assess tourism 5.0 challenges
inferred← citeshttps://doi.org/10.1016/j.chbr.2026.100938openalex-snapshot
Collaborative robots and user trust: The role of saccadic gaze, anthropomorphic motion, and repetitive training
inferred← citeshttps://doi.org/10.1016/j.cie.2024.110222openalex-snapshot
Boosting business agility with additive digital molding: An Industry 5.0 approach to sustainable supply chains
inferred← citeshttps://doi.org/10.1016/j.cie.2025.111350openalex-snapshot
A review on cognitive workload for industry 5.0
inferred← citeshttps://doi.org/10.1016/j.compind.2025.104268openalex-snapshot
Adaptive human-computer interaction for industry 5.0: A novel concept, with comprehensive review and empirical validation
inferred← citeshttps://doi.org/10.1016/j.cor.2024.106874openalex-snapshot
Multi objective optimization of human–robot collaboration: A case study in aerospace assembly line
inferred← citeshttps://doi.org/10.1016/j.csi.2025.104091openalex-snapshot
Enhancing decision-making in Industry 5.0 through adaptive human–machine interfaces: A systematic literature review
inferred← citeshttps://doi.org/10.1016/j.digbus.2024.100090openalex-snapshot
Unravelling human-centric tensions towards Industry 5.0: Literature review, resolution strategies and research agenda
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2026.111687openalex-snapshot
Systematic analysis of the evolution of modelling approaches applied in algal bloom forecasting
inferred← citeshttps://doi.org/10.1016/j.egyr.2025.02.053openalex-snapshot
Performance driven energy costing: A novel analysis of solar photovoltaic cost performance and generation dynamics feeding hydrogen production
inferred← citeshttps://doi.org/10.1016/j.engappai.2024.107850openalex-snapshot
Online human motion analysis in industrial context: A review
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.111710openalex-snapshot
Graph-based framework for temporal human action recognition and segmentation in industrial context
inferred← citeshttps://doi.org/10.1016/j.esr.2025.101761openalex-snapshot
Evaluating challenges of implementing Industry 5.0 in the renewable energy supply chain toward sustainability: A comparative analysis using decision-making approaches
inferred← citeshttps://doi.org/10.1016/j.foodres.2026.119857openalex-snapshot
Next-generation super-drying technologies for aquatic foods in the context of industry 5.0: A review
inferred← citeshttps://doi.org/10.1016/j.heliyon.2023.e16836openalex-snapshot
The foundation for future education, teaching, training, learning, and performing infrastructure - The open interoperability conceptual framework approach
inferred← citeshttps://doi.org/10.1016/j.ifacol.2024.08.118openalex-snapshot
A Decision Support System tailored to the Maintenance Activities of Industry 5.0 Operators
inferred← citeshttps://doi.org/10.1016/j.ifacol.2024.09.152openalex-snapshot
Industry 5.0 and Supply Chain Management: Coevolution and Future Research Directions
inferred← citeshttps://doi.org/10.1016/j.ijpe.2024.109193openalex-snapshot
Never too late to learn: Unlocking the potential of aging workforce in manufacturing and service industries
inferred← citeshttps://doi.org/10.1016/j.jclepro.2026.147486openalex-snapshot
Towards Industry 5.0: An integrated readiness assessment of EU-27 Member States
inferred← citeshttps://doi.org/10.1016/j.jii.2026.101117openalex-snapshot
Information integration for Industry 5.0: A review of IIoT–edge–cloud architectures with 6G/ISAC capabilities
inferred← citeshttps://doi.org/10.1016/j.jjimei.2025.100329openalex-snapshot
Assessing industry 5.0 readiness—Prototype of a holistic digital index to evaluate sustainability, resilience and human-centered factors
inferred← citeshttps://doi.org/10.1016/j.jksuci.2023.101846openalex-snapshot
The resurrection of digital triplet: A cognitive pillar of human-machine integration at the dawn of industry 5.0
inferred← citeshttps://doi.org/10.1016/j.jmsy.2023.10.013openalex-snapshot
Concepts and trends of virtual commissioning – A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.jmsy.2025.12.003openalex-snapshot
Industrial Value Symbiont in the context of Industrial Symbiosis: Retrospect and prospect
inferred← citeshttps://doi.org/10.1016/j.jmsy.2026.07.023openalex-snapshot
A theoretical and hierarchical framework of technologies, skills, and circularity towards industry 5.0
inferred← citeshttps://doi.org/10.1016/j.jnca.2025.104373openalex-snapshot
Towards IT/OT integration in industry digitalization: A comprehensive survey
inferred← citeshttps://doi.org/10.1016/j.mechatronics.2025.103365openalex-snapshot
Testing human-hand segmentation on in-distribution and out-of-distribution data in human–robot interactions using a deep ensemble model
inferred← citeshttps://doi.org/10.1016/j.procir.2024.07.026openalex-snapshot
Towards utilising Artificial Intelligence for advanced reasoning and adaptability in human-robot collaborative workstations
inferred← citeshttps://doi.org/10.1016/j.procir.2025.08.089openalex-snapshot
Synergies Between Extended Producer Responsibility and Digital Product Passport in the Path to Sustainable Production
inferred← citeshttps://doi.org/10.1016/j.procir.2026.01.132openalex-snapshot
Automated extraction of competencies for assembly operators from process and product information using a large language model
inferred← citeshttps://doi.org/10.1016/j.procir.2026.01.169openalex-snapshot
Using VR and AR technology in Industry 5.0 context: Cases of technology usage in Norwegians industrial companies
inferred← citeshttps://doi.org/10.1016/j.procs.2024.06.070openalex-snapshot
Validation of Digital Twins in Labor-intensive Manufacturing: Significance and Challenges
inferred← citeshttps://doi.org/10.1016/j.procs.2025.01.207openalex-snapshot
Opportunities and Barriers for Implementing Human-Centric Manufacturing in SMEs: Results from Focus Group Workshops in Argentina
inferred← citeshttps://doi.org/10.1016/j.procs.2025.01.286openalex-snapshot
SAMBA: A reference framework for Human-in-the-Loop in adaptive Smart Manufacturing
inferred← citeshttps://doi.org/10.1016/j.procs.2025.12.101openalex-snapshot
Enhancing worker well-being in digital service systems via numerical simulation
inferred← citeshttps://doi.org/10.1016/j.procs.2026.02.116openalex-snapshot
Twin Transformation in Manufacturing: A Maturity Model Blueprint Grounded in Organizational Design Theory
inferred← citeshttps://doi.org/10.1016/j.procs.2026.02.206openalex-snapshot
Enhancing Industry 5.0 Assistance in Assembling Tasks with Large Language Models and Retrieval Augmented Generation: the DIA Framework
inferred← citeshttps://doi.org/10.1016/j.procs.2026.02.213openalex-snapshot
Towards Human-Centered Manufacturing Planning: An Integrated RL and DES Framework Applied to Job Rotation Scheduling in Paced Assembly Lines
inferred← citeshttps://doi.org/10.1016/j.rcim.2024.102946openalex-snapshot
A human-centric order release method based on workload control in high-variety make-to-order shops towards Industry 5.0
inferred← citeshttps://doi.org/10.1016/j.rcim.2026.103381openalex-snapshot
Mixed reality and Digital Twins for human–robot training: A comparative study of skill transfer in industrial navigation
inferred← citeshttps://doi.org/10.1016/j.ress.2026.113379openalex-snapshot
Prospective risk scenario intelligence for industry 5.0: A data-driven framework using synthetic futures, deep learning, and counterfactual interventions
inferred← citeshttps://doi.org/10.1016/j.rineng.2025.108657openalex-snapshot
Evaluating the reliability of physiological and kinematic features for tracking cognitive load changes during repetitive task execution
inferred← citeshttps://doi.org/10.1016/j.sca.2026.100197openalex-snapshot
A data-driven and cognitive analytics framework for sustainable supply chain transformation in industry 6.0
inferred← citeshttps://doi.org/10.1016/j.sftr.2025.100694openalex-snapshot
Advancing food systems with industry 5.0: A systematic review of smart technologies, sustainability, and resource optimization
inferred← citeshttps://doi.org/10.1016/j.sftr.2026.101699openalex-snapshot
Industry 5.0: revolution or repackaging? unveiling the ambiguities of the new industrial era
inferred← citeshttps://doi.org/10.1016/j.simpat.2024.103060openalex-snapshot
A multi-agent system simulation of job shop scheduling with human consideration: A comparative analysis of AGVs and AIVs
inferred← citeshttps://doi.org/10.1016/j.spc.2023.10.018openalex-snapshot
Do industry 5.0 advantages address the sustainable development challenges of the renewable energy supply chain?
inferred← citeshttps://doi.org/10.1016/j.ssci.2024.106770openalex-snapshot
Advancing occupational and system safety in Industry 5.0: Effective HAZID, risk analysis frameworks, and human-AI interaction management
inferred← citeshttps://doi.org/10.1016/j.ssci.2025.106969openalex-snapshot
Novel approach for ergonomic assessment of musculoskeletal risks for OHS in high-demand and complex manual tasks − case study of polishing industry
inferred← citeshttps://doi.org/10.1016/j.techfore.2024.123467openalex-snapshot
Roadmap to Industry 5.0: Enabling technologies, challenges, and opportunities towards a holistic definition in management studies
inferred← citeshttps://doi.org/10.1016/j.techsoc.2026.103265openalex-snapshot
Enhancing manufacturing performance and working conditions: AgErgoVSM – Innovative integration of lean and ergonomics for an ageing workforce
inferred← citeshttps://doi.org/10.1016/j.techsoc.2026.103276openalex-snapshot
A technological leap in workplace engagement for industry 5.0: Introducing BoosToRaise
inferred← citeshttps://doi.org/10.1017/pds.2024.23openalex-snapshot
On-site analysis of work-related stress to design workers-friendly manufacturing systems
inferred← citeshttps://doi.org/10.1051/e3sconf/202453202007openalex-snapshot
An analysis of Leadership and proactivity to face the challenges of industry 5.0
inferred← citeshttps://doi.org/10.1080/00140139.2024.2343947openalex-snapshot
Defining human-centricity in Industry 5.0 and assessing the readiness of ergonomics/human factors communities in UK
inferred← citeshttps://doi.org/10.1080/00207543.2024.2406021openalex-snapshot
Human-centred AI in industry 5.0: a systematic review
inferred← citeshttps://doi.org/10.1080/00207543.2026.2625244openalex-snapshot
From sensors to decisions: a scoping review of EMG and ECG applications in intralogistics research
inferred← citeshttps://doi.org/10.1080/00207543.2026.2709049openalex-snapshot
Robust human-robot collaborative assembly line balancing problem under task time uncertainty
inferred← citeshttps://doi.org/10.1080/01490400.2026.2722277openalex-snapshot
Understanding the Need for Constructive Alignment of Learning Outcomes and Assessments in Leisure Studies Curricula Amid Industry 5.0 and GenAI
inferred← citeshttps://doi.org/10.1080/02642069.2024.2369322openalex-snapshot
Artificial intelligence ethics in services: are we paying attention to that?!
inferred← citeshttps://doi.org/10.1080/09613218.2025.2463676openalex-snapshot
An occupant-centric approach on digital twins for building management
inferred← citeshttps://doi.org/10.1080/13602381.2025.2452877openalex-snapshot
Systematic literature review on Industry 5.0: current status and future research directions with insights for the Asia Pacific countries
inferred← citeshttps://doi.org/10.1080/1463922x.2023.2292614openalex-snapshot
Conceptual framework for the design and development of sustainability-oriented products: toward EQUID 4.0
inferred← citeshttps://doi.org/10.1080/1463922x.2024.2431336openalex-snapshot
Grand challenges for human factors and ergonomics
inferred← citeshttps://doi.org/10.1080/14783363.2024.2416171openalex-snapshot
Regional variations in digital transformation: the impact of industry 5.0 on business quality performance
inferred← citeshttps://doi.org/10.1080/14783363.2026.2653629openalex-snapshot
The effect of industry 4.0 and lean management on operational performance improvement: evidence from Italy
inferred← citeshttps://doi.org/10.1080/19397038.2025.2486343openalex-snapshot
Outlook on human-centred design in industry 5.0: towards mass customisation, personalisation, co-creation, and co-production
inferred← citeshttps://doi.org/10.1080/19397038.2025.2551000openalex-snapshot
Human‑centric Industry 5.0 manufacturing: a multi‑level framework from design to consumption within Society 5.0
inferred← citeshttps://doi.org/10.1080/21693277.2024.2445623openalex-snapshot
Human-centric manufacturing culture: a research study of MedTech manufacturers in Ireland
inferred← citeshttps://doi.org/10.1080/2331186x.2024.2375184openalex-snapshot
Perceptions of vocational school students and teachers on the development of interpersonal skills towards Industry 5.0
inferred← citeshttps://doi.org/10.1088/1757-899x/1342/1/012056openalex-snapshot
RePAIR Lab: Hybrid Intelligence for Human-Centered, Sustainable Remanufacturing of Electronics following a Human-Technology-Organization approach
inferred← citeshttps://doi.org/10.1108/978-1-83608-826-420261001openalex-snapshot
Humanizing Industry 5.0: Creating Human-centric Experiences
inferred← citeshttps://doi.org/10.1108/978-1-83608-826-420261006openalex-snapshot
Leadership Styles in Industry 5.0: Navigating the Human–Tech Interface
inferred← citeshttps://doi.org/10.1108/978-1-83662-252-920251012openalex-snapshot
Ethical Reflections in AI-Supported Digital Mentoring in Industry 5.0 Governance: A Comparative Analysis of Asia and Europe
inferred← citeshttps://doi.org/10.1108/aiie-08-2025-0230openalex-snapshot
Graduate attributes in the age of disruptive technology: abilities, skills and mindsets required for Industry 5.0
inferred← citeshttps://doi.org/10.1108/apjba-08-2023-0384openalex-snapshot
Beyond Industry 4.0: a systematic review of Industry 5.0 technologies and implications for social, environmental and economic sustainability
inferred← citeshttps://doi.org/10.1108/bepam-08-2025-0238openalex-snapshot
Industry 4.0–5.0 research in construction materials: a bibliometric analysis toward circular and beyond-net-zero built environments
inferred← citeshttps://doi.org/10.1108/bij-12-2024-1136openalex-snapshot
Supply chain management in the Industry 5.0 era: strategic implications
inferred← citeshttps://doi.org/10.1108/ejim-02-2024-0139openalex-snapshot
Diversity 5.0 framework: managing innovation in Industry 5.0 through diversity and inclusion
inferred← citeshttps://doi.org/10.1108/ejim-04-2024-0339openalex-snapshot
Triple bottom line sustainability and Innovation 5.0 management through the lens of Industry 5.0, Society 5.0 and Digitized Value Chain 5.0
inferred← citeshttps://doi.org/10.1108/ejim-09-2023-0753openalex-snapshot
Human-centricity in Industry 5.0 – revealing of hidden research topics by unsupervised topic modeling using Latent Dirichlet Allocation
inferred← citeshttps://doi.org/10.1108/ijlss-04-2025-0103openalex-snapshot
Evaluating Shingo model alignment at Toyota Portugal: analyzing operational excellence in Industry 4.0
inferred← citeshttps://doi.org/10.1108/ijlss-05-2025-0112openalex-snapshot
Toward a human-centric digital workplace: a Shingo-based framework bridging Industry 4.0 and 5.0
inferred← citeshttps://doi.org/10.1108/jeim-01-2026-0111openalex-snapshot
Cybersecurity vulnerabilities of collaborative robots in Industry 5.0: implications of IoT networks for productivity
inferred← citeshttps://doi.org/10.1108/jkm-07-2025-1011openalex-snapshot
Preparing university graduates for Industry 5.0 – a conceptual paper through the lens of knowledge management
inferred← citeshttps://doi.org/10.1108/jmtm-11-2023-0509openalex-snapshot
Lean and industry 4.0 principles toward industry 5.0: a conceptual framework and empirical insights from fashion industry
inferred← citeshttps://doi.org/10.1108/jocm-04-2025-0352openalex-snapshot
Organizational identity meets digital transformation: understanding the interplay between transformation and identity in Industry 5.0
inferred← citeshttps://doi.org/10.1108/jqme-02-2026-0028openalex-snapshot
Essential skills for Maintenance 5.0: a hybrid classification approach
inferred← citeshttps://doi.org/10.1108/jqme-12-2024-0111openalex-snapshot
Bridging the transitional gap: from Maintenance 4.0 to Maintenance 5.0
inferred← citeshttps://doi.org/10.1108/lore-11-2025-0161openalex-snapshot
Analyzing the driving forces defining Logistics 5.0: human-centricity, resilience and sustainability in the new industrial era
inferred← citeshttps://doi.org/10.1108/techs-07-2023-0029openalex-snapshot
Research trends in industry 5.0 and its application in the construction industry
inferred← citeshttps://doi.org/10.1108/tqm-07-2025-0402openalex-snapshot
The anatomy of human resource management (HRM) 5.0. A bibliometric review of practices and workforce skills
inferred← citeshttps://doi.org/10.1109/access.2024.3359902openalex-snapshot
Extension of HAAS for the Management of Cognitive Load
inferred← citeshttps://doi.org/10.1109/access.2024.3401473openalex-snapshot
Industry 5.0 in Smart Education: Concepts, Applications, Challenges, Opportunities, and Future Directions
inferred← citeshttps://doi.org/10.1109/access.2024.3469581openalex-snapshot
Resource-Limited Skew Estimation and Correction (RLSEC) for Edge Devices in Delay Non-Tolerant Networks
inferred← citeshttps://doi.org/10.1109/access.2024.3479411openalex-snapshot
Enhancing Safety and Privacy in Industry 4.0: The ICE Laboratory Case Study
inferred← citeshttps://doi.org/10.1109/access.2024.3496697openalex-snapshot
Intelligent Manufacturing From the Perspective of Industry 5.0: Application Review and Prospects
inferred← citeshttps://doi.org/10.1109/access.2025.3546085openalex-snapshot
Digital Twin With Soft Actor-Critic Reinforcement Learning for Transitioning From Industry 4.0 to 5.0
inferred← citeshttps://doi.org/10.1109/access.2026.3654252openalex-snapshot
Industry 5.0: An Extended Experimental Case for Implementing a Multi-Level Framework for Enterprise Integration
inferred← citeshttps://doi.org/10.1109/adacis65663.2025.11436753openalex-snapshot
Audit 5.0: The Convergence of Technological Innovation and Human Purpose in the Digital Age
inferred← citeshttps://doi.org/10.1109/asiancomnet68615.2025.11579621openalex-snapshot
Collaborative Manipulator Adaptive Path Planning with Human Presence and Comfort Zone Consideration
inferred← citeshttps://doi.org/10.1109/cist65886.2025.11224172openalex-snapshot
Industrial Communication Networks (ICNets) in the Industry 5.0 Era: A QoS-Centric Perspective
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