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A Topic Modelling Analysis of Living Labs Research
15 references·16 citing·41 second hop
A Topic Modelling Analysis of Living Labs Research (2018)A Topic Modelling Analysis of Living Labs…Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture (2018)Topic Modeling as a Strategy …Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)Applying LDA Topic Modeling i…Towards Third-Generation Living Lab Networks in Cities (2017)Towards Third-Generation Livi…The Defining Characteristics of Urban Living Labs (2017)The Defining Characteristics …Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis (2017)Research trends on Big Data i…Discovering themes and trends in transportation research using topic modeling (2017)Discovering themes and trends…Categorization of Innovation Tools in Living Labs (2017)Categorization of Innovation …An overview of topic modeling and its current applications in bioinformatics (2016)An overview of topic modeling…Mapping the Topic Landscape of JPIM , 1984–2013: In Search of Hidden Structures and Development Trajectories (2015)Mapping the Topic Landscape o…Actor roles and role patterns influencing innovation in living labs (2014)Actor roles and role patterns…Mapping Living Labs in the Landscape of Innovation Methodologies (2012)Mapping Living Labs in the La…Living Labs as Open-Innovation Networks (2012)Living Labs as Open-Innovatio…Living Labbing the Rotterdam Way: Co-Creation as an Enabler for Urban Innovation (2012)Living Labbing the Rotterdam …Managing the Challenges of Becoming an Open Innovation Company: Experiences from Living Labs (2011)Managing the Challenges of Be…Database of NIH grants using machine-learned categories and graphical clustering (2011)Database of NIH grants using …The Innovation Power of Living Labs to Enable Sustainability Transitions: Challenges and Opportunities of On‐Campus Initiatives (2024)The Innovation Power of Livin…Promoting innovations in agriculture: Living labs in the development of rural areas (2024)Promoting innovations in agri…Embed systemic equity throughout industrial ecology applications: How to address machine learning unfairness and bias (2024)Embed systemic equity through…Co-creation in a digital health living lab: A case study (2023)Co-creation in a digital heal…A research agenda for evaluating living labs as an open innovation model for environmental and agricultural sustainability (2022)A research agenda for evaluat…Protocol for a systematic review of living labs in healthcare (2021)Protocol for a systematic rev…Measuring open innovation practices through topic modelling: Revisiting their impact on firm financial performance (2021)Measuring open innovation pra…Living Labs: From Niche to Mainstream Innovation Management (2021)Living Labs: From Niche to Ma…Living Labs Past Achievements, Current Developments, and Future Trajectories (2021)Living Labs Past Achievements…Ideologies in Energy Transition: Community Discourses on Renewables A Review of Living Lab Research Development and Methods for User Involvement (2021)Ideologies in Energy Transiti…Diagnosing Bias in the Gender Representation of HCI Research Participants: How it Happens and Where We Are (2021)Diagnosing Bias in the Gender…A Scoping Review Examining Governance, Co-Creation, and Social and Ecological Justice in Living Labs Literature (2021)A Scoping Review Examining Go…UNVEILING THE DIVERSITY OF SCHOLARLY DEBATE ON LIVING LABS: A BIBLIOMETRIC APPROACH (2020)UNVEILING THE DIVERSITY OF SC…The Living Lab as a Tool to Promote Residents’ Participation in Destination Governance (2020)The Living Lab as a Tool to P…Key Constructs and a Definition of Living Labs as Innovation Platforms (2018)Key Constructs and a Definiti…A Systematic Review of Living Lab Literature (2018)A Systematic Review of Living…Case Study Research: Design and Methods (1984)Qualitative evaluation and research methods (1990)Qualitative evaluation and research methods (1990)Orchestrator types, roles and capabilities – A framework for innovation networks (2017)A process model for collaboration in circular oriented innovation (2020)Discovering routines from large-scale human locations using probabilistic topic models (2011)Urban activity pattern classification using topic models from online geo-location data (2014)Artificial Intelligence in the 21st Century (2018)UX Research on Conversational Human-AI Interaction: A Literature Review of the ACM Digital Library (2022)Discovering topics and trends in the field of Artificial Intelligence: Using LDA topic modeling (2023)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Big Data consumer analytics and the transformation of marketing (2015)Understanding the use of Virtual Reality in Marketing: A text mining-based review (2018)Text Mining in Big Data Analytics (2020)Big data and firm marketing performance: Findings from knowledge-based view (2021)Co-creation experiences: The next practice in value creation (2004)Urban living labs for sustainability and low carbon cities in Europe: towards a research agenda (2015)Living Labs—A Concept for Co-Designing Nature-Based Solutions (2020)Stakeholder Mapping to Co-Create Nature-Based Solutions: Who Is on Board? (2020)The Defining Characteristics of Agroecosystem Living Labs (2021)Discourse Analysis (1983)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)The Content Analysis Guidebook (2017)Smart literature review: a practical topic modelling approach to exploratory literature review (2019)Rhetoric and frame analysis of ExxonMobil's climate change communications (2021)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)The Handbook of Social Psychology (1969)Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation (1991)Seeking Qualitative Rigor in Inductive Research (2012)Virtually in this together – how web-conferencing systems enabled a new virtual togetherness during the COVID-19 crisis (2020)Artificial intelligence and the conduct of literature reviews (2021)Where is “behavior” in organizational behavior? A call for a revolution in leadership research and beyond (2021)Technology Innovation Management Review (2012)Co-production for innovation: the urban living lab experience (2017)Living Labs and user engagement for innovation and sustainability (2020)Smart Tourism Destinations (2013)A systematic review of living lab literature (2018)Questioning the news about economic growth: Sparse forecasting using thousands of news-based sentiment values (2019)Text Mining of Open-Ended Questions in Self-Assessment of University Teachers: An LDA Topic Modeling Approach (2020)Teaching and Learning during the COVID-19 Pandemic: A Topic Modeling Study (2021)
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References

  • 2018Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology847 cited
  • 2012Living Labs as Open-Innovation Networks586 cited
  • 2016An overview of topic modeling and its current applications in bioinformatics392 cited
  • 2017Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis322 cited
  • 2018Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture319 cited
  • 2017Discovering themes and trends in transportation research using topic modeling284 cited
  • 2012Mapping Living Labs in the Landscape of Innovation Methodologies274 cited
  • 2017The Defining Characteristics of Urban Living Labs257 cited
  • 2014Actor roles and role patterns influencing innovation in living labs254 cited
  • 2011Managing the Challenges of Becoming an Open Innovation Company: Experiences from Living Labs247 cited
  • 2012Living Labbing the Rotterdam Way: Co-Creation as an Enabler for Urban Innovation150 cited
  • 2015Mapping the Topic Landscape of JPIM , 1984–2013: In Search of Hidden Structures and Development Trajectories117 cited
  • 2017Towards Third-Generation Living Lab Networks in Cities97 cited
  • 2011Database of NIH grants using machine-learned categories and graphical clustering

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85 cited
  • 2017Categorization of Innovation Tools in Living Labs77 cited
  • Cited by

    • 2021Measuring open innovation practices through topic modelling: Revisiting their impact on firm financial performance126 cited
    • 2024Promoting innovations in agriculture: Living labs in the development of rural areas67 cited
    • 2022A research agenda for evaluating living labs as an open innovation model for environmental and agricultural sustainability62 cited
    • 2020The Living Lab as a Tool to Promote Residents’ Participation in Destination Governance59 cited
    • 2021Living Labs: From Niche to Mainstream Innovation Management57 cited
    • 2018Key Constructs and a Definition of Living Labs as Innovation Platforms53 cited
    • 2021Diagnosing Bias in the Gender Representation of HCI Research Participants: How it Happens and Where We Are51 cited
    • 2020UNVEILING THE DIVERSITY OF SCHOLARLY DEBATE ON LIVING LABS: A BIBLIOMETRIC APPROACH43 cited
    • 2021Protocol for a systematic review of living labs in healthcare39 cited
    • 2024Embed systemic equity throughout industrial ecology applications: How to address machine learning unfairness and bias32 cited
    • 2023Co-creation in a digital health living lab: A case study29 cited
    • 2021A Scoping Review Examining Governance, Co-Creation, and Social and Ecological Justice in Living Labs Literature27 cited
    • 2021Ideologies in Energy Transition: Community Discourses on Renewables A Review of Living Lab Research Development and Methods for User Involvement27 cited
    • 2018A Systematic Review of Living Lab Literature24 cited
    • 2024The Innovation Power of Living Labs to Enable Sustainability Transitions: Challenges and Opportunities of On‐Campus Initiatives21 cited
    • 2021Living Labs Past Achievements, Current Developments, and Future Trajectories19 cited