BetaCitation Atlas

RESEARCH PAPER · IEEE Transactions on Engineering Management · 2022

Data-Driven Innovation: What Is It?

Jianxi Luo

Read original paper ↗

See where this research leads.

98 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

Data-Driven Innovation: What Is It?OriginalDeep Learning for Technical Document Classification81Patent Data for Engineering Design: A Review0Guest Editorial: Innovation in Design Processes3New design: opportunities for engineering design in an era of digital transformation45Technology fitness landscape for design innovation: a deep neural embedding approach based on patent data16Design representation as semantic networks34Data-driven innovation development: an empirical analysis of the antecedents using PLS-SEM and fsQCA41Construction and Application of Patent Technical Element Dependency Network3Data Innovation Lens: A New Way to Approach Data Design as Value Creation0Functional and Structural Roles of Data in Service Ecosystems2Mapping artificial intelligence-based methods to engineering design stages: a focused literature review29TechNet 2.0: Expanding Technology Semantic Network with Qualitative Relations to Enhance Reasoning Capabilities3Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers83Embedding knowledge graph of patent metadata to measure knowledge proximity23Design Thinking Framework Toward Management Control System in Environmental Dynamism: An Innovation Perspective28A novel smart multilevel security approach for secure data outsourcing in crisis5Peer Review #1 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.1)"0Peer Review #2 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.1)"0Peer Review #2 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.2)"0Peer Review #2 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.3)"0Peer Review #3 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.1)"0Peer Review #4 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.3)"0AN EXPLORATION OF THE ROLE OF CREATIVITY IN CROWDFUNDING PRODUCT DESIGN PROJECTS6Data-driven Innovation or Innovation-driven Data Generation?2Innovation Commons for the Data Economy6Leveraging Frontline Employees’ Knowledge for Operational Data-Driven Decision-Making: A Multilevel Perspective19ConceptTM: Concept Topic Model for Engineering Design0Designing the future of the fourth industrial revolution242023 Index IEEE Transactions on Engineering Management Vol. 700Extending to a New Platform: Characteristics and Effects of Brand Experiences in the Metaverse0Toward Artificial Empathy for Human-Centered Design30Applications of artificial intelligence and cognitive science in design12Can Large Language Models Accelerate Digital Transformation by Generating Expert-Like Systems Engineering Artifacts? Insights from an Empirical Exploration6Data-Driven Innovation: A Literature Review, Conceptual Framework, and Research Agenda14Designing with Data, Data-Enabled and Data-Driven Design7Future of Innovation by the Impact of AI3Identifying Communities of Interest Using Contact Graphs0Integration of data science with product design towards data-driven design17Statistical and Artificial Intelligence-Based Tools for Building Energy Prediction: A Systematic Literature Review19The innovation paradox: concept space expansion with diminishing originality and the promise of creative artificial intelligence12When is Digital Technology Beneficial Toward Corporate Innovation? A Meta-Analysis23Will the real data sovereign please stand up? An EU policy response to sovereignty in data spaces26COVID-19 vaccine distribution: A review of strategies in Africa and the USA14Tackling the global challenges using data-driven innovations19Data-driven innovation for sustainable practice in the creative economy4Decoding Creditworthiness: Leveraging Big Data Analytics for Risk Assessment in Credit Appraisals0Human-AI collaboration by design56Beyond the data fads: Impact of big data on contemporary innovation and technology management14An NLP-based approach to assessing a company’s maturity level in the digital era4Conceptualizing Data-Driven Frugal Innovation: A Case from the Philippines0A novel patent technology characterization method based on heterogeneous network message passing algorithm and patent classification system11Rollercoasters and research: applying data-enabled design to a semi-public context1MODERN TRENDS AND CHALLENGES IN THE MANAGEMENT OF INNOVATION PROCESSES AT ENTERPRISES0Centering Engineering Students' Voices Through Course Syllabus Negotiations & Co-Creation0The smarter the cleaner: Evaluating the impact of artificial intelligence on haze pollution12The Generative Generic-Field Design Method Based on Design Cognition and Knowledge Reasoning5The relationship between digital technologies and innovation: A review, critique, and research agenda62Data Mining Approaches in Predicting Entrepreneurial Intentions Based on Internet Marketing Applications6Data-Driven Innovation for Trustworthy AI6Data-driven innovation: challenges and insights of engineering design2Interweaving academic insights: advancing university knowledge management through a strategic data fabric framework3Data as design material: innovating smart artefacts and connected products development with the Data-Driven Design Framework (D3F)2Research on Incentive Mechanisms in the Data Market Based on a Multitask Principal–Agent Model3Large language model for patent concept generation29AutoTRIZ: Automating engineering innovation with TRIZ and large language models74Data-Driven Innovation for Trustworthy AI0Human-centered AI design: developers’ perspectives7Big data analytics for strategic decision-making across the battery value chain: a review of status, trends, and future directions2Design Science: What Is It?0Data-driven innovation and innovation ambidexterity for sustaining firm resilience: the mediating role of BA capabilities and digital culture4Qualitative Evaluation of Medium Stimuli for Creativity in Artificial Intelligence-Powered Product Design2The role of data trading platforms (DTPs) in digital technology innovation: Mechanisms and evidence from China5Contradiction Processing Using Large Language Models and Generative Artificial Intelligence0Smart data, smart communities: how analytics propel SME growth in emerging economies1The ripple effect: Does digital transformation spark enterprises' technological innovation in supply chains?3The Acceptance of Innovative Technologies in Civilian and Military Domains0The Alchemy of Digital Transformation: How Computing Power Investment Fuels New Quality Productivity9Crafting Digital Pathways for Employee Engagement: A Case Study on Communities of Practice and Situated Learning in Digital Transformation1Data as A Factor of Production, Elasticity of Substitution, and Economic Growth—A Neoclassical Growth Model Based on a VES Production Function0Design and AI0Design Process0Exploring Data-Driven and Human-Centered Methodologies in Engineering Education: A Preliminary Validation Framework0Learning-Driven Data Fabric: Innovations and Applications for Real-Time Insights1Small Language Graph: A Local AI Framework for Secure and Scalable Engineering Knowledge Access in Industry0Implementing Digital Transformation for Manufacturing Enterprises by Leveraging Employees’ Digital Resources1Chuyển đổi số trong quản lý đất đai: Kinh nghiệm quốc tế và bài học cho Việt Nam1Breaking data silos: How does public data open access influence enterprise collaborative innovation?1Reassessing the impact of SMEs on innovation futures: A framework for capturing regional asymmetries0Data Protection Trends in the E-commerce Industry: 2025 and Beyond0Ensuring Cybersecurity through Artificial Intelligence and Machine Learning0Synergizing BT and ML for Data Security and Privacy: Foundations, Innovations, and Applications0Value Co-creation Mechanisms in Digital and Intelligent Innovation Ecosystems: A Perspective based on Resource Orchestration and Algorithm Empowerments0Strategising AI innovation: boosting firm productivity through discontinuous jumps between exploration and exploitation0Evaluating large language models on text-based engineering design tasks: performance gaps and failure modes0Data design: A constitutive rules perspective0Examining the evolutionary patterns of open-source software projects0D3CMM: A maturity model for the data-driven datacenter0Enabling temporal transitions: AI adoption and sequential ambidexterity in Chinese SMEs from 2015–20230

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Drag to pan · Use + / − to zoom · Escape to close43 nodes / 53 citation links
Browse Matching Papers

Papers that cite this work

98 direct citing papers saved. Showing the first 50 here; use Browse Matching Papers in the map for all loaded papers.

  1. Deep Learning for Technical Document Classification

    IEEE Transactions on Engineering Management · 2022-03-08

    Shuo Jiang, Jie Hu, Christopher L. Magee, Jianxi Luo

    Read original paper ↗ ·

  2. Patent Data for Engineering Design: A Review

    Proceedings of the Design Society · 2022-05-01

    Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo

    Read original paper ↗ ·

  3. Guest Editorial: Innovation in Design Processes

    IEEE Transactions on Engineering Management · 2022-06-10

    Claudia Margot Eckert, Jianxi Luo

    Read original paper ↗ ·

  4. New design: opportunities for engineering design in an era of digital transformation

    Journal of Engineering Design · 2022-10-03

    Jianxin Roger Jiao, Jianxi Luo, Johan Malmqvist, Joshua David Summers

    Read original paper ↗ ·

  5. Technology fitness landscape for design innovation: a deep neural embedding approach based on patent data

    Journal of Engineering Design · 2022-10-03

    Shuo Jiang, Jianxi Luo

    Read original paper ↗ ·

  6. Design representation as semantic networks

    Computers in Industry · 2022-10-18

    Serhad Sarica, Ji Han, Jianxi Luo

    Read original paper ↗ ·

  7. Data-driven innovation development: an empirical analysis of the antecedents using PLS-SEM and fsQCA

    Annals of Operations Research · 2022-12-08

    Mohammad Alamgir Hossain, Mohammad Alamgir Hossain, Mohammed Quaddus, Mohammad Alamgir Hossain, Mohammad Alamgir Hossain, Gopika Gopakumar

    Read original paper ↗ ·

  8. Construction and Application of Patent Technical Element Dependency Network

    IEEE Transactions on Engineering Management · 2022-12-19

    Zhipeng Qiu, Zheng Wang

    Read original paper ↗ ·

  9. Data Innovation Lens: A New Way to Approach Data Design as Value Creation

    SSRN Electronic Journal · 2023-01-01

    Aleksi Aaltonen, Marta Stelmaszak

    Read original paper ↗ ·

  10. Functional and Structural Roles of Data in Service Ecosystems

    Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 2023-01-01

    Kaisa Pekkala, Jenny Elo, Tuure Tuunanen

    Read original paper ↗ ·

  11. Mapping artificial intelligence-based methods to engineering design stages: a focused literature review

    Artificial intelligence for engineering design analysis and manufacturing · 2023-01-01

    Pranav Milind Khanolkar, Ademir Vrolijk, Alison Olechowski

    Read original paper ↗ ·

  12. TechNet 2.0: Expanding Technology Semantic Network with Qualitative Relations to Enhance Reasoning Capabilities

    Springer eBooks · 2023-01-01

    Serhad Sarica, Jianxi Luo

    Read original paper ↗ ·

  13. Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers

    Journal of Mechanical Design · 2023-01-04

    Qihao Zhu, Xinyu Zhang, Jianxi Luo

    Read original paper ↗ ·

  14. Embedding knowledge graph of patent metadata to measure knowledge proximity

    Journal of the Association for Information Science and Technology · 2023-01-16

    Guangtong Li, L. Siddharth, Jianxi Luo

    Read original paper ↗ ·

  15. Design Thinking Framework Toward Management Control System in Environmental Dynamism: An Innovation Perspective

    IEEE Transactions on Engineering Management · 2023-02-16

    Pratima Verma, Vimal Kumar, Tugrul Unsal Daim, Nagendra Kumar Sharma

    Read original paper ↗ ·

  16. A novel smart multilevel security approach for secure data outsourcing in crisis

    PeerJ Computer Science · 2023-05-12

    Akram Y. Sarhan

    Read original paper ↗ ·

  17. Peer Review #1 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.1)"

    Unknown journal · 2023-05-12

    Read original paper ↗ ·

  18. Peer Review #2 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.1)"

    Unknown journal · 2023-05-12

    Read original paper ↗ ·

  19. Peer Review #2 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.2)"

    Unknown journal · 2023-05-12

    Read original paper ↗ ·

  20. Peer Review #2 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.3)"

    Unknown journal · 2023-05-12

    Read original paper ↗ ·

  21. Peer Review #3 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.1)"

    Unknown journal · 2023-05-12

    Read original paper ↗ ·

  22. Peer Review #4 of "A novel smart multilevel security approach for secure data outsourcing in crisis (v0.3)"

    Unknown journal · 2023-05-12

    Read original paper ↗ ·

  23. AN EXPLORATION OF THE ROLE OF CREATIVITY IN CROWDFUNDING PRODUCT DESIGN PROJECTS

    Proceedings of the Design Society · 2023-06-19

    Ji Han, Pingfei Jiang, Min Hua, Peter Childs

    Read original paper ↗ ·

  24. Data-driven Innovation or Innovation-driven Data Generation?

    IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · 2023-06-19

    Youshan Yu

    Read original paper ↗ ·

  25. Innovation Commons for the Data Economy

    Digital Society · 2023-08-01

    Sara Guidi

    Read original paper ↗ ·

  26. Leveraging Frontline Employees’ Knowledge for Operational Data-Driven Decision-Making: A Multilevel Perspective

    IEEE Transactions on Engineering Management · 2023-08-17

    Ruggero Colombari, Paolo Neirotti

    Read original paper ↗ ·

  27. ConceptTM: Concept Topic Model for Engineering Design

    IEEE Conference on Industrial Electronics and Applications (ICIEA) · 2023-08-18

    Lin Gong, Ziyao Huang, Mingren Zhu, Xin Liu, Zhenchong Mo, Jian Qiang Hou

    Read original paper ↗ ·

  28. Designing the future of the fourth industrial revolution

    Journal of Engineering Design · 2023-10-03

    Jianxi Luo

    Read original paper ↗ ·

  29. 2023 Index IEEE Transactions on Engineering Management Vol. 70

    IEEE Transactions on Engineering Management · 2023-11-03

    Read original paper ↗ ·

  30. Extending to a New Platform: Characteristics and Effects of Brand Experiences in the Metaverse

    Journal of Digital Contents Society · 2023-11-30

    Il-Kyung Hwang, Hyunju Lee

    Read original paper ↗ ·

  31. Toward Artificial Empathy for Human-Centered Design

    Journal of Mechanical Design · 2023-11-30

    Qihao Zhu, Jianxi Luo

    Read original paper ↗ ·

  32. Applications of artificial intelligence and cognitive science in design

    Artificial intelligence for engineering design analysis and manufacturing · 2024-01-01

    Ji Han, Peter Childs, Jianxi Luo

    Read original paper ↗ ·

  33. Can Large Language Models Accelerate Digital Transformation by Generating Expert-Like Systems Engineering Artifacts? Insights from an Empirical Exploration

    Conference on systems engineering research series · 2024-01-01

    Mohammed Husain, Paul Wach, Taylan G. Topcu

    Read original paper ↗ ·

  34. Data-Driven Innovation: A Literature Review, Conceptual Framework, and Research Agenda

    IEEE Transactions on Engineering Management · 2024-01-01

    David Wong, Eric W.T. Ngai

    Read original paper ↗ ·

  35. Designing with Data, Data-Enabled and Data-Driven Design

    Springer eBooks · 2024-01-01

    Mathias Funk, Peter Lövei, Renee Noortman

    Read original paper ↗ ·

  36. Future of Innovation by the Impact of AI

    SSRN Electronic Journal · 2024-01-01

    Reza Kalantarinejad, Marc J. Ventresca, Abel Perez-Crespillo

    Read original paper ↗ ·

  37. Identifying Communities of Interest Using Contact Graphs

    RAND Corporation eBooks · 2024-01-01

    James Syme

    Read original paper ↗ ·

  38. Integration of data science with product design towards data-driven design

    CIRP Annals · 2024-01-01

    Ang Liu, Stephen C.-Y. Lu, Fei Tao, Nabil Anwer

    Read original paper ↗ ·

  39. Statistical and Artificial Intelligence-Based Tools for Building Energy Prediction: A Systematic Literature Review

    IEEE Transactions on Engineering Management · 2024-01-01

    Razak Olu-Ajayi, Hafiz Alaka, Funlade T. Sunmola, Saheed O Ajayi, Iosif Mporas

    Read original paper ↗ ·

  40. The innovation paradox: concept space expansion with diminishing originality and the promise of creative artificial intelligence

    Design Science · 2024-01-01

    Serhad Sarica, Jianxi Luo

    Read original paper ↗ ·

  41. When is Digital Technology Beneficial Toward Corporate Innovation? A Meta-Analysis

    IEEE Transactions on Engineering Management · 2024-01-01

    Hongquan Chen, Yueyin Zheng, Saixing Zeng, Yali Yi

    Read original paper ↗ ·

  42. Will the real data sovereign please stand up? An EU policy response to sovereignty in data spaces

    International Journal of Law and Information Technology · 2024-01-01

    Mark Ryan, Paula Gürtler, Artur Bogucki

    Read original paper ↗ ·

  43. COVID-19 vaccine distribution: A review of strategies in Africa and the USA

    World Journal of Advanced Research and Reviews · 2024-01-30

    Jeremiah Olawumi Arowoogun, Jane Osareme Ogugua, Ifeoma Pamela Odilibe, Chinyere Onwumere, Evangel Chinyere Anyanwu, Opeoluwa Oluwanifemi Akomolafe

    Read original paper ↗ ·

  44. Tackling the global challenges using data-driven innovations

    Annals of Operations Research · 2024-02-01

    Shahriar Akter, Saida Sultana, Angappa Gunasekaran, Ruwan J. Bandara, Shah Jahan Miah

    Read original paper ↗ ·

  45. Data-driven innovation for sustainable practice in the creative economy

    Routledge eBooks · 2024-04-08

    Inge Panneels, Susan Lechelt, Alessandra Schmidt, Aykut Coşkun

    Read original paper ↗ ·

  46. Decoding Creditworthiness: Leveraging Big Data Analytics for Risk Assessment in Credit Appraisals

    The Management Accountant Journal · 2024-05-01

    Kalpana Kataria -, Divya Sharma

    Read original paper ↗ ·

  47. Human-AI collaboration by design

    Proceedings of the Design Society · 2024-05-01

    Binyang Song, Qihao Zhu, Jianxi Luo

    Read original paper ↗ ·

  48. Beyond the data fads: Impact of big data on contemporary innovation and technology management

    Technovation · 2024-05-04

    Olga Kokshagina, Pascal Le Masson, Jianxi Luo

    Read original paper ↗ ·

  49. An NLP-based approach to assessing a company’s maturity level in the digital era

    Expert Systems with Applications · 2024-05-27

    Simon Pietro Romano, Giancarlo Sperlí, Andrea Vignali

    Read original paper ↗ ·

  50. Conceptualizing Data-Driven Frugal Innovation: A Case from the Philippines

    Portland International Conference on Management of Engineering and Technology (PICMET) · 2024-08-04

    Michael Parmisano Canares, Ronald Vatananan-Thesenvitz

    Read original paper ↗ ·
More citing papers →
Citation Atlas · A map of research, not a ranking.