Design Computing and Cognition '18

Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
 Toward the Rapid Design of Engineered Systems Through Deep Neural Networks  (Christopher McComb)....Pages 3-20
 Deep Component-Based Neural Network Energy Modelling for Early Design Stage Prediction  (Sundaravelpandian Singaravel, Philipp Geyer)....Pages 21-36
 Unsuccessful External Search: Using Neuroimaging to Understand Fruitless Periods of Design Ideation Involving Inspirational Stimuli  (Kosa Goucher-Lambert, Jarrod Moss, Jonathan Cagan)....Pages 37-54
 Designing with and for the Crowd: A Cognitive Study of Design Processes in NatureNet  (Stephen MacNeil, Sarah Abdellahi, Mary Lou Maher, Jin Goog Kim, Mohammad Mahzoon, Kazjon Grace)....Pages 55-73
 A Comparison of Tree Search Methods for Graph Topology Design Problems  (Ada-Rhodes Short, Bryony L. DuPont, Matthew I. Campbell)....Pages 75-94
Front Matter ....Pages 95-95
 Externalizing Co-design Cognition Through Immersive Retrospection  (Tomás Dorta, Emmanuel Beaudry Marchand, Davide Pierini)....Pages 97-113
 Demystifying the Creative Qualities of Evolving Actions in Design Reasoning Processes  (Tamir El-Khouly)....Pages 115-134
 The Effect of Tangible Interaction on Spatial Design Tasks  (Jingoog Kim, Mary Lou Maher, Lina Lee)....Pages 135-153
 Side-by-Side Human–Computer Design Using a Tangible User Interface  (Matthew V. Law, Nikhil Dhawan, Hyunseung Bang, So-Yeon Yoon, Daniel Selva, Guy Hoffman)....Pages 155-173
Front Matter ....Pages 175-175
 Utility of Evolutionary Design in Architectural Form Finding: An Investigation into Constraint Handling Strategies  (Likai Wang, Patrick Janssen, Guohua Ji)....Pages 177-194
 Exploring the Feature Space to Aid Learning in Design Space Exploration  (Hyunseung Bang, Yuan Ling Zi Shi, Guy Hoffman, So-Yeon Yoon, Daniel Selva)....Pages 195-212
 Redefining Supports: Extending Mass Customization with Digital Tools for Collaborative Residential Design  (Tian Tian Lo, Basem Mohamed, Marc Aurel Schnabel)....Pages 213-225
 Voxel Synthesis for Generative Design  (Matvey Khokhlov, Immanuel Koh, Jeffrey Huang)....Pages 227-244
Front Matter ....Pages 245-245
 Model-Based Abduction in Design  (Lauri Koskela, Ehud Kroll)....Pages 247-264
 Ekphrasis as a Basis for a Framework for Creative Design Processes  (Udo Kannengiesser, John S. Gero)....Pages 265-283
 Notes for an Improvisational Specification of Design Spaces  (Alexandros Charidis)....Pages 285-302
 Design of Transfer Reinforcement Learning Mechanisms for Autonomous Collision Avoidance  (Xiongqing Liu, Yan Jin)....Pages 303-319
Front Matter ....Pages 321-321
 Building a Social-Cognitive Framework for Design: Personality and Design Self-efficacy Effects on Pro-design Behaviors  (Hristina Milojevic, Yan Jin)....Pages 323-339
 Cognitive Style and Field Knowledge in Complex Design Problem-Solving: A Comparative Case Study of Decision Support Systems  (Yuan Ling Zi Shi, Hyunseung Bang, Guy Hoffman, Daniel Selva, So-Yeon Yoon)....Pages 341-360
 What Do Experienced Practitioners Discuss When Designing Product/Service Systems?  (Abhijna Neramballi, Tomohiko Sakao, John S. Gero)....Pages 361-380
 Visual Behaviour During Perception of Architectural Drawings: Differences Between Architects and Non-architects  (Canan Albayrak Colaço, Cengiz Acartürk)....Pages 381-397
Front Matter ....Pages 399-399
 On John Portman’s Atria: Two Exercises in Hotel Composition  (Heather Ligler, Athanassios Economou)....Pages 401-420
 Monitoring China’s City Expansion in the Urban–Rural Fringe: A Grammar for Binjiang District in Hangzhou  (Ruichen Ni, José P. Duarte)....Pages 421-438
 Composite Shape Rules  (Rudi Stouffs, Dan Hou)....Pages 439-457
 Shape Grammars as a Probabilistic Model for Building Type Definition and Computation of Possible Instances: The Case Study of Ancient Greek and Roman Libraries  (Myrsini Mamoli)....Pages 459-477
 Grammars for Making Revisited  (Djordje Krstic)....Pages 479-496
Front Matter ....Pages 497-497
 Rule-Based Systems in Adaptation Processes: A Methodological Framework for the Adaptation of Office Buildings into Housing  (Camilla Guerritore, José P. Duarte)....Pages 499-517
 Using Argumentative, Semantic Grammar for Capture of Design Rationale  (Raymond McCall)....Pages 519-535
 Identifying Design Rationale Using Ant Colony Optimization  (Miriam Lester, Janet E. Burge)....Pages 537-554
 Biased Decision-Making in Realistic Extra-Procedural Nuclear Control Room Scenarios  (Emil Andersen, Igor Kozine, Anja Maier)....Pages 555-573
Front Matter ....Pages 575-575
 Modeling Collaboration in Parameter Design Using Multiagent Learning  (Daniel Hulse, Kagan Tumer, Chris Hoyle, Irem Tumer)....Pages 577-593
 Exploring the Effect of Experience on Team Behavior: A Computational Approach  (Marija Majda Perišić, Mario Štorga, John S. Gero)....Pages 595-612
 An Exploration of the Effects of Managerial Intervention on Engineering Design Team Performance  (Joshua T. Gyory, Jonathan Cagan, Kenneth Kotovsky)....Pages 613-629
 A Study in Function Modeling Preferences and its Variation with Designer Expertise and Product Types  (Xiaoyang Mao, Chiradeep Sen, Cameron Turner)....Pages 631-648
Front Matter ....Pages 649-649
 Information Visualisation for Project Management: Case Study of Bath Formula Student Project  (Nataliya Mogles, Lia Emanuel, Chris Snider, James Gopsill, Sian Joel-Edgar, Kevin Robinson et al.)....Pages 651-667
 A Visualization Tool to Investigate the Interplay of External and Internal Processes  (Mia A. Tedjosaputro, Yi-Teng Shih)....Pages 669-686
 Visual Interactivity to Make Sense of Heterogeneous Streams of Design Activity Data  (Yasuhiro Yamamoto, Kumiyo Nakakoji)....Pages 687-703
 Style-Oriented Evolutionary Design of Architectural Forms Directed by Aesthetic Measure  (Agnieszka Mars, Ewa Grabska, Grażyna Ślusarczyk, Barbara Strug)....Pages 705-720
 Creative Sketching Apprentice: Supporting Conceptual Shifts in Sketch Ideation  (Pegah Karimi, Kazjon Grace, Nicholas Davis, Mary Lou Maher)....Pages 721-738
Back Matter ....Pages 739-740