☆ 4.7 Article

From technology enablers to circular economy: Data-driven understanding of the overview of servitization and product-service systems in Industry 4.0

COMPUTERS IN INDUSTRY (2023)

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Article Business

Servitization of global service network actors - A contingency framework for matching challenges and strategies in service transition

Wiebke Reim et al.

JOURNAL OF BUSINESS RESEARCH (2019)

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Article Business

Organizing for digital servitization: A service ecosystem perspective

Alexey Sklyar et al.

JOURNAL OF BUSINESS RESEARCH (2019)

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Article Business

Opportunities and challenges in the new innovation landscape: Implications for innovation auditing and innovation management

Johan Frishammar et al.

EUROPEAN MANAGEMENT JOURNAL (2019)

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Article Business

Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective

Alejandro G. Frank et al.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2019)

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Article Computer Science, Artificial Intelligence

Design of informatics-based services in manufacturing industries: case studies using large vehicle-related databases

Chie-Hyeon Lim et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2018)

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Article Engineering, Industrial

A method for identifying customer orientations and requirements for product-service systems design

Yoshiki Shimomura et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2018)

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Article Engineering, Industrial

The role of digital technologies for the service transformation of industrial companies

Marco Ardolino et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2018)

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Article Computer Science, Interdisciplinary Applications

Remote monitoring technology and servitization: Exploring the relationship

Tonci Grubic

COMPUTERS IN INDUSTRY (2018)

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Article Automation & Control Systems

Product-service system (PSS) complexity metrics within mass customization and Industry 4.0 environment

Dimitris Mourtzis et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2018)

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Article Computer Science, Interdisciplinary Applications

Cloud Manufacturing as a new type of Product-Service System

Alberto Charro et al.

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (2018)

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Article Business

Aligning the Mindset and Capabilities within a Business Network for Successful Adoption of Smart Services

Pekka Toeytaeri et al.

JOURNAL OF PRODUCT INNOVATION MANAGEMENT (2018)

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Review Multidisciplinary Sciences

Science of science

Santo Fortunato et al.

SCIENCE (2018)

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Article Engineering, Industrial

The path to outcome delivery: Interplay of service market strategy and open business models

Ivanka Visnjic et al.

TECHNOVATION (2018)

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Article Green & Sustainable Science & Technology

Exploring How Usage-Focused Business Models Enable Circular Economy through Digital Technologies

Gianmarco Bressanelli et al.

SUSTAINABILITY (2018)

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Article Computer Science, Information Systems

Ontology-Based Framework Enabling Smart Product-Service Systems: Application of Sensing Systems for Machine Health Monitoring

Elaheh Maleki et al.

IEEE INTERNET OF THINGS JOURNAL (2018)

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Article Green & Sustainable Science & Technology

A systematic design approach for service innovation of smart product-service systems

Pai Zheng et al.

JOURNAL OF CLEANER PRODUCTION (2018)

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Article Business

Evolving value propositions in knowledge-intensive business services

Eija-Liisa Heikka et al.

JOURNAL OF BUSINESS & INDUSTRIAL MARKETING (2018)

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Article Business, Finance

Towards digital transformation: Lessons learned from traditional organizations

John Loonam et al.

STRATEGIC CHANGE-BRIEFINGS IN ENTREPRENEURIAL FINANCE (2018)

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Article Management

Service capabilities and servitized SME performance: contingency on firm age

Aku Valtakoski et al.

INTERNATIONAL JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT (2018)

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Article Management

Organizing for servitization: examining front- and back-end design configurations

Jawwad Z. Raja et al.

INTERNATIONAL JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT (2018)

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Article Business

Cost-efficient co-creation of knowledge intensive business services

Seppo Kuula et al.

SERVICE BUSINESS (2018)

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Article Business

Approach to service design based on customer behavior data: a case study on eco-driving service design using bus drivers' behavior data

Min-Jun Kim et al.

SERVICE BUSINESS (2018)

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Article Business

Data-Driven Understanding of Smart Service Systems Through Text Mining

Chiehyeon Lim et al.

SERVICE SCIENCE (2018)

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Article Business, Finance

Managerial capabilities to address digital business models: The case of digital health

Caroline Gauthier et al.

STRATEGIC CHANGE-BRIEFINGS IN ENTREPRENEURIAL FINANCE (2018)

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Article Business

Contemporary perspectives on the strategic role of information in internet of things-driven industrial services

Taija Turunen et al.

JOURNAL OF BUSINESS & INDUSTRIAL MARKETING (2018)

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Article Information Science & Library Science

From data to value: A nine-factor framework for data-based value creation in information-intensive services

Chiehyeon Lim et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2018)

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Article Engineering, Industrial

Adopting a platform approach in servitization: Leveraging the value of digitalization

J. Cenamor et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2017)

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Article Engineering, Industrial

Transformation of a small-to-medium-sized enterprise to a multi-organisation product-service solution provider

Ben Clegg et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2017)

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Article Engineering, Industrial

IoT powered servitization of manufacturing - an exploratory case study

Anna Rymaszewska et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2017)

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Article Business

Digitalization Capabilities as Enablers of Value Co-Creation in Servitizing Firms

Sambit Lenka et al.

PSYCHOLOGY & MARKETING (2017)

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Article Business

Servitization and deservitization: Overview, concepts, and definitions

Christian Kowalkowski et al.

INDUSTRIAL MARKETING MANAGEMENT (2017)

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Proceedings Paper Engineering, Industrial

New Perspectives for Generating Smart PSS Solutions - Life Cycle, Methodologies and Transformation

Bernd Kuhlenkoetter et al.

9TH CIRP INDUSTRIAL PRODUCT/SERVICE-SYSTEMS (IPSS) CONFERENCE: CIRCULAR PERSPECTIVES ON PRODUCT/SERVICE-SYSTEMS (2017)

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Article Business

Boosting servitization through digitization: Pathways and dynamic resource configurations for manufacturers

Wim Coreynen et al.

INDUSTRIAL MARKETING MANAGEMENT (2017)

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Article Business

Servitization, digitization and supply chain interdependency

Ferran Vendrell-Herrero et al.

INDUSTRIAL MARKETING MANAGEMENT (2017)

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Article Automation & Control Systems

A modular structure data modeling method for generalized products

Hao Li et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2016)

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Article Green & Sustainable Science & Technology

Implementation of Circular Economy Business Models by Small and Medium-Sized Enterprises (SMEs): Barriers and Enablers

Vasileios Rizos et al.

SUSTAINABILITY (2016)

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Article Computer Science, Artificial Intelligence

Keyword selection and processing strategy for applying text mining to patent analysis

Heeyong Noh et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

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Article Engineering, Industrial

The value of Big Data in servitization

David Opresnik et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2015)

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Review Green & Sustainable Science & Technology

Product services for a resource-efficient and circular economy - a review

Arnold Tukker

JOURNAL OF CLEANER PRODUCTION (2015)

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Article Computer Science, Information Systems

Reflections on societal and business model transformation arising from digitization and big data analytics: A research agenda

Claudia Loebbecke et al.

JOURNAL OF STRATEGIC INFORMATION SYSTEMS (2015)

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Article Business

Digitalized Product-Service Systems in Manufacturing Firms A Case Study Analysis

Christian Lerch et al.

RESEARCH-TECHNOLOGY MANAGEMENT (2015)

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Article Operations Research & Management Science

Decision support system for servitization of industrial SMEs: a modelling and simulation approach

M. Chalal et al.

JOURNAL OF DECISION SYSTEMS (2015)

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Article Green & Sustainable Science & Technology

PSS Board: a structured tool for product-service system process visualization

Chie-Hyeon Lim et al.

JOURNAL OF CLEANER PRODUCTION (2012)

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Article Business

Hybrid Offerings: How Manufacturing Firms Combine Goods and Services Successfully

Wolfgang Ulaga et al.

JOURNAL OF MARKETING (2011)

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Article Management

Service Architecture and Modularity*

Christopher A. Voss et al.

DECISION SCIENCES (2009)

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Article Computer Science, Theory & Methods

A tutorial on spectral clustering

Ulrike von Luxburg

STATISTICS AND COMPUTING (2007)

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Article Computer Science, Artificial Intelligence

Projected gradient methods for nonnegative matrix factorization

Chih-Jen Lin

NEURAL COMPUTATION (2007)

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Article Engineering, Manufacturing

State-of-the-art in product-service systems

T. S. Baines et al.

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE (2007)

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Article Green & Sustainable Science & Technology

Product-services as a research field: past, present and future. Reflections from a decade of research

Arnold Tukker et al.

JOURNAL OF CLEANER PRODUCTION (2006)

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Article Green & Sustainable Science & Technology

Clarifying the concept of product-service system

OK Mont

JOURNAL OF CLEANER PRODUCTION (2002)

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