Guiding data-driven design ideation by knowledge distance

Idea generation with Technology Semantic Network

(2021) Serhad Sarica et al.   AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

Data-Driven Concept Network for Inspiring Designers’ Idea Generation

(2020) Qiyu Liu et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Read the full patent or just the claims? Mitigating design fixation and design distraction when reviewing patent documents

(2020) Edwin C.Y. Koh   DESIGN STUDIES

Investigating a Mixed-Initiative Workflow for Digital Mind-mapping

(2020) Ting-Ju Chen et al.   JOURNAL OF MECHANICAL DESIGN

Computer-aided mind map generation via crowdsourcing and machine learning

(2020) Bradley Camburn et al.   RESEARCH IN ENGINEERING DESIGN

Heterogeneous Domain Adaptation: An Unsupervised Approach

(2020) Feng Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Open Set Domain Adaptation: Theoretical Bound and Algorithm

(2020) Zhen Fang et al.   IEEE Transactions on Neural Networks and Learning Systems

Crowdsourcing inspiration: Using crowd generated inspirational stimuli to support designer ideation

(2019) Kosa Goucher-Lambert et al.   DESIGN STUDIES

Mining and Representing the Concept Space of Existing Ideas for Directed Ideation

(2019) Yuejun He et al.   JOURNAL OF MECHANICAL DESIGN

TechNet: Technology semantic network based on patent data

(2019) Serhad Sarica et al.   EXPERT SYSTEMS WITH APPLICATIONS

Data-Driven Intelligence on Innovation and Competition: Patent Overlay Network Visualization and Analytics

(2019) Serhad Sarica et al.   INFORMATION SYSTEMS MANAGEMENT

Does Analogical Distance Affect Performance of Ideation?

(2018) V. Srinivasan et al.   JOURNAL OF MECHANICAL DESIGN

Enhancing user creativity: Semantic measures for idea generation

(2018) Georgi V. Georgiev et al.   KNOWLEDGE-BASED SYSTEMS

Evaluating the impact of Idea-Inspire 4.0 on analogical transfer of concepts

(2018) L. Siddharth et al.   AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

Design opportunity conception using the total technology space map

(2018) Jianxi Luo et al.   AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

Data-Driven Platform Design: Patent Data and Function Network Analysis

(2018) Binyang Song et al.   JOURNAL OF MECHANICAL DESIGN

A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval

(2017) Feng Shi et al.   JOURNAL OF MECHANICAL DESIGN

InnoGPS for Data-Driven Exploration of Design Opportunities and Directions: The Case of Google Driverless Car Project

(2017) Jianxi Luo et al.   JOURNAL OF MECHANICAL DESIGN

Design theory: a foundation of a new paradigm for design science and engineering

(2017) Armand Hatchuel et al.   RESEARCH IN ENGINEERING DESIGN

Filtering patent maps for visualization of diversification paths of inventors and organizations

(2017) Bowen Yan et al.   Journal of the Association for Information Science and Technology

Evidence-based design heuristics for idea generation

(2016) Seda Yilmaz et al.   DESIGN STUDIES

Should we manage the process of inventing? Designing for patentability

(2016) Olga Kokshagina et al.   RESEARCH IN ENGINEERING DESIGN

Influence of analogical domains and comprehensiveness in explanation of analogy on the novelty of designs

(2016) Sonal Keshwani et al.   RESEARCH IN ENGINEERING DESIGN

Mapping technology space by normalizing patent networks

(2016) Jeff Alstott et al.   SCIENTOMETRICS

Do the best design ideas (really) come from conceptually distant sources of inspiration?

(2015) Joel Chan et al.   DESIGN STUDIES

Modeling semantic knowledge structures for creative problem solving: Studies on expressing concepts, categories, associations, goals and context

(2015) Alex Doboli et al.   KNOWLEDGE-BASED SYSTEMS

Function Based Design-by-Analogy: A Functional Vector Approach to Analogical Search

(2014) Jeremy Murphy et al.   JOURNAL OF MECHANICAL DESIGN

Patent overlay mapping: Visualizing technological distance

(2014) Luciano Kay et al.   Journal of the Association for Information Science and Technology

The Meaning of “Near” and “Far”: The Impact of Structuring Design Databases and the Effect of Distance of Analogy on Design Output

(2013) Katherine Fu et al.   JOURNAL OF MECHANICAL DESIGN

Atypical Combinations and Scientific Impact

(2013) B. Uzzi et al.   SCIENCE

A framework for automatic TRIZ level of invention estimation of patents using natural language processing, knowledge-transfer and patent citation metrics

(2012) Zhen Li et al.   COMPUTER-AIDED DESIGN

Causality-based function network for identifying technological analogy

(2012) Hongbin Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Design by Analogy: A Study of the WordTree Method for Problem Re-Representation

(2012) J. S. Linsey et al.   JOURNAL OF MECHANICAL DESIGN

The interdisciplinary engineering knowledge genome

(2012) Yoram Reich et al.   RESEARCH IN ENGINEERING DESIGN

Interactive overlay maps for US patent (USPTO) data based on International Patent Classification (IPC)

(2012) Loet Leydesdorff et al.   SCIENTOMETRICS

Research on computer-aided creative design platform based on creativity model

(2011) XiaoYing Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

On the Benefits and Pitfalls of Analogies for Innovative Design: Ideation Performance Based on Analogical Distance, Commonness, and Modality of Examples

(2011) Joel Chan et al.   JOURNAL OF MECHANICAL DESIGN

Concept blending and dissimilarity: factors for creative concept generation process

(2009) Yukari Nagai et al.   DESIGN STUDIES

The role of timing and analogical similarity in the stimulation of idea generation in design

(2008) Ian Tseng et al.   DESIGN STUDIES

Using a Design Repository to Drive Concept Generation

(2008) Matt R. Bohm et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING