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A novel data-driven graph-based requirement elicitation framework in the smart product-service system context

https://doi.org/10.1016/j.aei.2019.100983
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What this work says

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

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Automatic requirements extraction, analysis, and graph representation using an approach derived from computational linguistics
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Requirements in Engineering Projects
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Cyber-Physical Product-Service Systems
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A Supporting Tool for Requirements Elicitation Using a Domain Ontology
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Lessons Learned from Open Source Projects for Facilitating Online Requirements Processes
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Ontology-Driven Guidance for Requirements Elicitation
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Requirements Engineering
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An ontology learning system for customer needs representation in product development
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A QFD-based approach to support sustainable product-service systems conceptual design
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Digital twin-driven product design, manufacturing and service with big data
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Requirements Abstraction Model
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A requirements data model for product service systems
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Empirical research in requirements engineering: trends and opportunities
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ManuService ontology: a product data model for service-oriented business interactions in a cloud manufacturing environment
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The dynamics of Industrial Product Service Systems (IPS2) – using the Net Present Value Approach and Real Options Approach to improve life cycle management
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A knowledge-based collaborative platform for PSS design and production
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A framework to inform PSS Conceptual Design by using system-in-use data
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Requirement management for product-service systems: Status review and future trends
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REASSURE: Requirements elicitation for adaptive socio-technical systems using repertory grid
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Life cycle oriented design of technical Product-Service Systems
inferredcites →https://doi.org/10.1016/j.jclepro.2006.05.015openalex-snapshot
Service Engineering: a novel engineering discipline for producers to increase value combining service and product
inferredcites →https://doi.org/10.1016/j.jclepro.2018.08.101openalex-snapshot
A systematic design approach for service innovation of smart product-service systems
inferredcites →https://doi.org/10.1016/j.jmsy.2017.03.010openalex-snapshot
Personalized product configuration framework in an adaptable open architecture product platform
inferredcites →https://doi.org/10.1016/j.jss.2017.12.028openalex-snapshot
Automatically classifying user requests in crowdsourcing requirements engineering
inferredcites →https://doi.org/10.1016/j.neucom.2018.10.007openalex-snapshot
A novel reverse sparse model utilizing the spatio-temporal relationship of target templates for object tracking
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Information extraction from historical handwritten document images with a context-aware neural model
inferredcites →https://doi.org/10.1016/j.procir.2017.03.036openalex-snapshot
New Perspectives for Generating Smart PSS Solutions – Life Cycle, Methodologies and Transformation
inferredcites →https://doi.org/10.1016/j.procir.2018.03.333openalex-snapshot
Smart Product-Service Systems (Smart PSS) in Industrial Firms: A Literature Review
inferredcites →https://doi.org/10.1016/j.procir.2019.02.129openalex-snapshot
Industrial smart product-service systems solution design via hybrid concerns
inferredcites →https://doi.org/10.1016/s0950-7051(02)00030-8openalex-snapshot
Knowledge organisation of product design blackboard systems via graph decomposition
inferredcites →https://doi.org/10.1080/00207543.2010.535862openalex-snapshot
Status review and research strategies on product-service systems
inferredcites →https://doi.org/10.1080/00207543.2017.1378956openalex-snapshot
An approach for the modelling and quantification of PSS customisation
inferredcites →https://doi.org/10.1080/09544820903152663openalex-snapshot
Development of product-service systems: challenges and opportunities for the manufacturing firm
inferredcites →https://doi.org/10.1109/esem.2013.13openalex-snapshot
Automatic Checking of Conformance to Requirement Boilerplates via Text Chunking: An Industrial Case Study
inferredcites →https://doi.org/10.1109/ice.2017.8280055openalex-snapshot
Engineering environment to support product-service design using value chain data
inferredcites →https://doi.org/10.1109/jiot.2018.2831279openalex-snapshot
Ontology-Based Framework Enabling Smart Product-Service Systems: Application of Sensing Systems for Machine Health Monitoring
inferredcites →https://doi.org/10.1109/srii.2014.25openalex-snapshot
Dominant Innovation Design for Smart Products-Service Systems (PSS): Strategies and Case Studies
inferredcites →https://doi.org/10.1109/tip.2018.2875335openalex-snapshot
Context-Aware Mouse Behavior Recognition Using Hidden Markov Models
inferredcites →https://doi.org/10.1109/tsc.2015.2466538openalex-snapshot
A Fuzzy Galois Lattices Approach to Requirements Elicitation for Cloud Services
inferredcites →https://doi.org/10.1145/2623330.2623732openalex-snapshot
DeepWalk
inferredcites →https://doi.org/10.1207/s15327051hci16234_02openalex-snapshot
A Conceptual Framework and a Toolkit for Supporting the Rapid Prototyping of Context-Aware Applications
inferredcites →https://doi.org/10.1243/09544054jem858openalex-snapshot
State-of-the-art in product-service systems
inferredcites →https://doi.org/10.2307/249704openalex-snapshot
A Synthesis of Research on Requirements Analysis and Knowledge Acquisition Techniques
inferredcites →https://doi.org/10.3390/info9090222openalex-snapshot
Semantic Clustering of Functional Requirements Using Agglomerative Hierarchical Clustering
inferredcites →https://doi.org/10.5437/08956308x5805357openalex-snapshot
Digitalized Product-Service Systems in Manufacturing Firms: A Case Study Analysis
inferredcites →https://doi.org/10.5860/choice.48-3304openalex-snapshot
Requirements engineering: fundamentals, principles, and techniques

What points at this work

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

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A framework for capturing and evaluating value propositions of smart products considering users’ experiences
inferred← citeshttps://doi.org/10.1080/09544828.2021.1913486openalex-snapshot
Product obsolescence assessment based on the hybrid uncertain Information Axiom
inferred← citeshttps://doi.org/10.1080/09544828.2023.2301229openalex-snapshot
Multi-modal online review driven product improvement design based on scientific effects knowledge graph
inferred← citeshttps://doi.org/10.1080/09544828.2024.2301879openalex-snapshot
An evolutionary graph of product service system research topics based on bibliometric analysis and topic modelling
inferred← citeshttps://doi.org/10.1080/09544828.2024.2345696openalex-snapshot
Intelligent design of reconfigurable flexible assembly fixture for aircraft panels based on smart composite jig model and knowledge graph
inferred← citeshttps://doi.org/10.1080/09544828.2024.2373036openalex-snapshot
Cognitive intelligence-enabled requirements elicitation for design optimisation of smart product-service system
inferred← citeshttps://doi.org/10.1080/09544828.2024.2373037openalex-snapshot
The impact of customisation experience and co-design value on the 3D printed specimen
inferred← citeshttps://doi.org/10.1080/09544828.2025.2476879openalex-snapshot
Agile conceptual design and validation based on multi-source product data and large language models: a review, framework, and outlook
inferred← citeshttps://doi.org/10.1080/09544828.2025.2541151openalex-snapshot
A tripartite collaborative approach to smart product-service system: considering user segmentation from a user-manufacturer-competitor perspective
inferred← citeshttps://doi.org/10.1080/09544828.2025.2593203openalex-snapshot
Tracing the evolution of user requirements: a sentiment analysis -- based method for smart PSS innovative design
inferred← citeshttps://doi.org/10.1080/14606925.2024.2304412openalex-snapshot
A user-centred collective system design approach for Smart Product-Service Systems: A case study on fitness product design
inferred← citeshttps://doi.org/10.1108/ijicc-03-2022-0065openalex-snapshot
Research on electronic word-of-mouth for product and service quality improvement: bibliometric analysis and future directions
inferred← citeshttps://doi.org/10.1109/access.2024.3457609openalex-snapshot
Blockchain-Enabled Safeguard Mechanism in SCP-Based Relief Supply Chain Designs in Response to Long-Term Disasters
inferred← citeshttps://doi.org/10.1109/access.2025.3532658openalex-snapshot
Developing Data-Driven QFD: A Systemic Approach to Employing Product Manuals and Customer Reviews
inferred← citeshttps://doi.org/10.1109/aiars63200.2024.00019openalex-snapshot
Design of Digital Technology Product Management System Based on Distributed Architecture
inferred← citeshttps://doi.org/10.1109/case48305.2020.9217030openalex-snapshot
A Closed-Loop Context-Aware Framework for Sustainable Smart PSS Development
inferred← citeshttps://doi.org/10.1109/esmarta59349.2023.10293315openalex-snapshot
Exploring Effective Techniques and Approaches for Requirement Elicitation in Software Development: A Critical Review
inferred← citeshttps://doi.org/10.1115/1.4046807openalex-snapshot
A Knowledge Graph-Aided Concept–Knowledge Approach for Evolutionary Smart Product–Service System Development
inferred← citeshttps://doi.org/10.1177/1063293x21991806openalex-snapshot
Enhancing knowledge management in the PSS detailed design: a case study in a food and bakery machinery company
inferred← citeshttps://doi.org/10.14569/ijacsa.2022.0130144openalex-snapshot
Selection of Requirement Elicitation Techniques: A Neural Network based Approach
inferred← citeshttps://doi.org/10.15187/adr.2022.08.35.3.197openalex-snapshot
Proposal of an Inclusive User-centered Smart PSS Scenario and Integrated Platform using Service Blueprints: The Disabled and the Elderly
inferred← citeshttps://doi.org/10.3233/atde200092openalex-snapshot
Evaluating Smart PSS Solutions with Context-Awareness in Usage Phase
inferred← citeshttps://doi.org/10.3233/jifs-202144openalex-snapshot
Data-driven approach to identify obsolete functions of products for design improvements
inferred← citeshttps://doi.org/10.3233/jifs-223100openalex-snapshot
Design knowledge graph-aided conceptual product design approach based on joint entity and relation extraction
inferred← citeshttps://doi.org/10.32657/10356/152624openalex-snapshot
A graph-based methodology for context-aware smart product-service system concept development
inferred← citeshttps://doi.org/10.3389/fmtec.2022.854155openalex-snapshot
Ontological Approach to Support the Horizontal and Vertical Information Integration in Smart Manufacturing Systems: An Experimental Case in a Long-Life Packaging Factory
inferred← citeshttps://doi.org/10.3390/app10010406openalex-snapshot
A Time Correlation Based Clustering Method for a Design of a Transformable Product
inferred← citeshttps://doi.org/10.3390/app122312009openalex-snapshot
A Mixed Reality-Based Platform towards Human-Cyber-Physical Systems with IoT Wearable Device for Occupational Safety and Health Training
inferred← citeshttps://doi.org/10.3390/info13060267openalex-snapshot
A Systematic Procedure for Utilization of Product Usage Information in Product Development
inferred← citeshttps://doi.org/10.3390/math14193505openalex-snapshot
Unveiling the Algorithmic Modeling and Knowledge Structure of Smart Product-Service Systems: A Hybrid Analytical Approach
inferred← citeshttps://doi.org/10.3390/s22124654openalex-snapshot
Conceptual Modeling of Extended Collision Warning System from the Perspective of Smart Product-Service System
inferred← citeshttps://doi.org/10.3390/s22249858openalex-snapshot
Analysis of Modern vs. Conventional Development Technologies in Transportation—The Case Study of a Last-Mile Delivery Process
inferred← citeshttps://doi.org/10.3390/su12218880openalex-snapshot
Requirement-Oriented Engineering Characteristic Identification for a Sustainable Product–Service System: A Multi-Method Approach
inferred← citeshttps://doi.org/10.3390/su13169450openalex-snapshot
Product Service System Configuration Based on a PCA-QPSO-SVM Model
inferred← citeshttps://doi.org/10.3390/technologies14090543openalex-snapshot
Intelligent Digital Technologies in the Monitoring and Control of Construction Projects
inferred← citeshttps://doi.org/10.3897/jucs.78776openalex-snapshot
Building an integrated requirements engineering process based on Intelligent Systems and Semantic Reasoning on the basis of a systematic analysis of existing proposals
inferred← citeshttps://doi.org/10.3926/jiem.3893openalex-snapshot
How do full-service carriers and low-cost carriers passengers perceived service dimensions, passengers’ satisfaction, and loyalty differently? An empirical study
inferred← citeshttps://doi.org/10.4018/979-8-3693-7016-2.ch020openalex-snapshot
Challenges and Issues in Requirements Elicitation for Based Systems
inferred← citeshttps://doi.org/10.47405/mjssh.v7i4.1410openalex-snapshot
The Role of Servitization and Smart Product-Service Systems in the Industry
inferred← citeshttps://doi.org/10.5220/0011379700003323openalex-snapshot
UX- for Smart-PSS: Towards a Context-aware Framework
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.