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Design Computing and Cognition’22 / / edited by John S Gero
| Design Computing and Cognition’22 / / edited by John S Gero |
| Autore | Gero John S. |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (819 pages) |
| Disciplina | 720.2840285536 |
| Soggetto topico |
Engineering design
Computational intelligence Cognitive psychology Artificial intelligence Engineering Design Computational Intelligence Cognitive Psychology Artificial Intelligence |
| ISBN |
9783031204180
9783031204173 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- List of Reviewers -- Contents -- Natural Language Processing and Design -- Extracting Information for Creating SAPPhIRE Model of Causality from Natural Language Descriptions -- Introduction -- Design Creativity and Design by Analogy -- Support for Design by Analogy -- Structured Representation from a Natural Language Description -- Research Questions and Research Methodology -- Opportunities for Research -- Research Questions -- Research Methodology -- Intercoder Reliability Study -- Goals of the Study -- Study Procedure -- Samples Used in the Intercoder Reliability Study and Results -- Proposed Process -- Process Descriptions -- Process Validation -- Developer Testing -- User Validation of the New Process -- Discussion -- Conclusions -- References -- Recognizing the Structure of Biological Designs in Text Documents -- Introduction -- Related Research -- Intelligent Biologically Inspired Design -- Structure Recognition in IBID -- Positive Example of IBID's Structure Recognition -- Negative Examples of IBID's Structure Recognition -- Experimentation and Results -- Comparing IBID's Results and the Humans' Results -- Adjusting for Sources of Discrepancies via Adjusting the Ontology and Relaxation of Matching Criteria -- Discussion -- Conclusions -- References -- Generative Design Ideation: A Natural Language Generation Approach -- Background -- Computer-Aided Design Ideation -- Pre-trained Language Model -- Aim -- Significance -- Method -- Case Study and Results -- Discussion and Future Work -- References -- The ABC (Affordance-Bias-Cognition) Reasoning of Product-Use Interaction: A Text Mining Approach -- Introduction -- Background -- Product-Use Interaction from a Cognitive Perspective -- Text Mining Approaches to Analyze Design Artifacts -- Theoretical Framework -- Data and Methodology -- Results -- Discussion.
Limitations and Future Developments -- Conclusions -- References -- Design Progress Dashboard: Visualising a Quantitative Divergent/Convergent Pattern of Design Team Progress Through Natural Language Processing -- Introduction -- Related Works -- Reframing a Design Problem -- The Importance of Divergence and Convergence in Design -- Design Process Across Products, Systems & -- Services -- Opportunity of Adopting NLP in Design Documentations -- Research Methodology -- Corpus Setup -- Data Collection -- Data Cleaning Using NLP -- Data Processing -- Data Visualisation -- Results and Discussion -- Data Visualisation Framework -- Individual, Team and Class Representation -- Final Peer Assessment -- Case Study -- Conclusion -- Limitations -- Future Work -- References -- TechNet 2.0: Expanding Technology Semantic Network with Qualitative Relations to Enhance Reasoning Capabilities -- Introduction -- Merging TechNet and EKG -- TechNet 2.0: New Reasoning Capabilities -- Discussions and Outlook -- References -- Design Cognition-1 -- A Classification of Methods and Constructs in Design Cognition Research -- Introduction -- Methods -- Defining Terms -- Research Methods for Investigating Design Cognition -- Self-report -- Behavioural -- Physiological -- Design Cognition Constructs -- Reasoning -- Logical Reasoning -- Visual Reasoning -- Dual-Process Theories of Reasoning -- Decision Making -- Knowledge and Memory -- Metacognition -- Executive Functions -- Attention -- Visual Perception and Mental Imagery -- Classifying Methods and Constructs -- Conclusions -- References -- Is the PSVT:R Suitable for Evaluating Spatial Skill in Design? A Critique -- Background/Motivation -- Aims -- Significance -- Method -- Results -- What Is the Origin of the Term "Gestalt Processing" in Spatial Ability Assessment? -- How Are Gestalt and Analytic Processing Defined?. How Was It Determined That the PSVT:R Is the Test of Spatial Ability that Best Measures "Gestalt Processing"? -- What Are the Implications for Using the PSVT:R to Assess Spatial Ability? -- Conclusions -- References -- Effects of Open-Endedness on Problem Solving Behaviour -- Introduction -- Problem Solving -- Ill-Structured, Open-Ended Problems -- The Present Study -- Solution Variability -- Path Dependency -- Perceived Difficulty -- Method -- Participants and Experimental Design -- Experimental Conditions and Stimuli Design -- Procedure -- Measures -- Results -- Solution Variability -- Path Dependency -- Task Difficulty -- Discussion -- References -- A Focussed Literature Review of Dual-Process Thinking to Inform the Study of Hackathons -- Introduction -- Background and Motivation -- Dual-Process Theory -- A Dual-Process Theory of Design -- Description of Hackathons -- Study Objectives -- Methodology -- Findings -- Dual-Process Theory in the Hackathon Design Process -- Dual-Process Theory During Problem Definition -- Dual-Process Theory During Conceptual Design -- Dual-Process Theory During Preliminary Design -- Dual-Process Theory During Detailed Design -- Dual-Process Theory During Communication -- Impact of Environment on Cognition -- Discussion -- Future Research Directions -- Limitations -- Conclusion -- References -- A Systems Thinking Inspired Approach to Understanding Design Activity -- Introduction -- Background -- Systems and Systems Thinking -- Systems Thinking and Design -- Systems Mapping -- System Mapping for Analyzing Design Protocols: A Novel Approach -- Method -- Data Collection -- Generation of Maps -- Results -- Size of the Map -- Maps over Time -- Patterns in Maps -- Discussion -- Contributions and Significance -- Future Research -- Conclusion -- References. Investigating the Cognitive Processes Involved in Design Ideation Using Psychological Tests -- Introduction -- Existing Behavioral Literature on Ideation -- Present Study -- Methods -- Participants -- Tasks and Procedure -- Ideation Tasks -- Novelty Assessment Procedure -- Results -- Correlations Between Novelty and Cognitive Processes -- Variance in Novelty Scores Accounted for by the Cognitive Processes -- Discussion -- Semantic Association -- Executive Functions -- Broad Retrieval Ability (Gr) -- Inhibition -- Working Memory -- Intelligence -- Mental Imagery -- Divergent Thinking -- Variance in Novelty Accounted for by the Cognitive Processes -- Limitations -- Conclusion -- References -- Design Neurocognition -- Brain and Behavior in Engineering Design: An Exploratory Study on Using Concept Mapping -- Introduction -- Background -- Using fNIRS to Explore Neurocognitive Activation and Brain Network -- Research Questions -- Methods -- Experiment Design -- Data Analysis -- Results -- Students' Neurocognitive Activation Is Positively Correlated with Their Concept Mapping Performance -- Students' Brain Network Features Are Negatively Correlated with Their Concept Mapping Performance -- Discussion -- Conclusion -- References -- EEG Microstate Characteristics in Product Conceptual Design: Increased Time Coverage of Microstate Class Related to the Default Mode Network -- Background/Motivation -- Aims and Hypotheses -- Method -- Participants -- Experimental Design -- EEG Data Acquisition and Processing -- Statistical Analysis -- Results -- Changes of Microstate Parameters in Non-Creative Conditions -- Changes of Microstate Parameters Among Creative Conditions -- Duration -- Occurrence -- Coverage -- Discussion -- Interpretation of the Thinking Modalities of Each Microstate Class Following the Results of the Non-Creativity Task (Rest, MI, and VF). Differences in Microstate Parameters Between the Creativity Tasks -- Conclusions -- References -- Neurophysiological Responses to Biophilic Design: A Pilot Experiment Using VR and EEG -- Background -- Aims -- Method -- Participants -- Environmental Simulation -- Experiment Procedure -- Data Collection and Processing Methods -- Data Analysis Methods -- Analysis of Results -- Effect of Biophilic Design on Relative Alpha (RA) Power -- Effect of Biophilic Design on Relative Beta (RB) Power -- Discussion -- Conclusion -- References -- Comparing Designers' EEG Activity Characteristics for Common Association and Remote Association -- Introduction -- Methodology -- Participants -- Tasks -- Procedure -- EEG Recording and Equipment -- EEG Data Analysis -- Results -- Spectral Analysis -- ERPS Results -- EEG Signals Tendency Results -- Discussion -- Compare the Findings with Existing Studies -- Comparing the EEG Activities for Remote Association and Common Association -- Limitations and Future Research -- Conclusion -- References -- Characterization of Design Brain States Over Time When Using Morphological Analysis and TRIZ -- Introduction -- Background -- Two Approaches to Concept Generation: Characteristics of Morphological Analysis and TRIZ -- Using Dynamic Functional Connectivity to Identify Brain States -- Methodology -- Experiment Design -- Data Collection -- Data Analysis -- Results -- Identification of Brain States When Generating Concepts with Morphological Analysis -- Identification of Brain States When Generating Concepts with TRIZ -- Discussion and Limitations -- Conclusion -- References -- Learning and Design -- Representing Design Cognition Through 3-D Deep Generative Models -- Background -- Aims -- Significance -- Project -- Concept -- Context -- Analyzing the Data -- Experiment 1: LiDAR Scanner -- Experiment 2: Mesh Model-Partition with a Grid. Experiment 3: Partition with Design References. |
| Record Nr. | UNINA-9910640380603321 |
Gero John S.
|
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Design Computing and Cognition’24 : Volume 2 / / edited by John S. Gero
| Design Computing and Cognition’24 : Volume 2 / / edited by John S. Gero |
| Autore | Gero John S. |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (279 pages) |
| Disciplina | 153 |
| Soggetto topico |
Engineering design
Computational intelligence Cognitive psychology Artificial intelligence Engineering Design Computational Intelligence Cognitive Psychology Artificial Intelligence |
| ISBN |
9783031719226
3031719220 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910983047303321 |
|
Gero John S.
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||