Constructing and measuring domain-specific emotions for affective design: a descriptive approach to deal with individual differences

References

• Abdi, H., L. J. Williams, and D. Valentin. 2013. “Multiple Factor Analysis: Principal Component Analysis for Multitable and Multiblock Data Sets.” Wiley Interdisciplinary Reviews: Computational Statistics 5 (2): 149–179. doi:10.1002/wics.1246.
   Google Scholar
• Agost, M. J., and M. Vergara. 2014. “Relationship between Meanings, Emotions, Product Preferences and Personal Values. Application to Ceramic Tile Floorings.” Applied Ergonomics 45 (4): 1076–1086. doi:10.1016/j.apergo.2014.01.008.
   PubMed Web of Science ®Google Scholar
• Blancher, G., B. Clavier, C. Egoroff, K. Duineveld, and J. Parcon. 2012. “A Method to Investigate the Stability of a Sorting Map.” Food Quality and Preference 23 (1): 36–43. doi:10.1016/j.foodqual.2011.06.010.
   Web of Science ®Google Scholar
• Blythe, M. A., K. Overbeeke, A. E. Monk, and P. C. Wright. 2003. Funology: From Usability to Enjoyment. Boston, MA: Kluwer Academic Publishers.
   Google Scholar
• Buchsbaum, B. R., S. Lemire-Rodger, C. Fang, and H. Abdi. 2012. “The Neural Basis of Vivid Memory is Patterned on Perception.” Journal of Cognitive Neuroscience 24 (9): 1867–1883. doi:10.1162/jocn_a_00253.
   PubMed Web of Science ®Google Scholar
• Chou, J. R. 2016. “A Kansei Evaluation Approach Based on the Technique of Computing with Words.” Advanced Engineering Informatics 30 (1): 1–15. doi:10.1016/j.aei.2015.11.001.
   Web of Science ®Google Scholar
• Clore, G. L., and A. Ortony. 2008. “Appraisal Theories: How Cognition Shapes Affect into Emotion.” In Handbook of Emotions, edited by M. Lewis, J. M. Haviland-Jones, and L. F. Barrett, 628–642. New York, NY: The Guilford Press.
   Google Scholar
• Daradoumis, T., M. Arguedas, and F. Xhafa. 2013. “Current Trends in Emotional e-Learning: New Perspectives for Enhancing Emotional Intelligence.” Paper presented at the Seventh International Conference on Complex, Intelligent, and Software Intensive Systems, Taichung, Taiwan, July 5.
   Google Scholar
• Demirbilek, O., and B. Sener. 2003. “Product Design, Semantics and Emotional Response.” Ergonomics 46 (13–14): 1346–1360. doi:10.1080/00140130310001610874.
   PubMed Web of Science ®Google Scholar
• Desmet, P. 2003. “A Multilayered Model of Product Emotions.” The Design Journal 6 (2): 4–13. doi:10.2752/146069203789355480.
   Google Scholar
• Diego-Mas, J. A., and J. Alcaide-Marzal. 2016. “Single Users’ Affective Responses Models for Product Form Design.” International Journal of Industrial Ergonomics 53: 102–114. doi:10.1016/j.ergon.2015.11.005.
   Web of Science ®Google Scholar
• Efron, B. 1979. “Bootstrap Methods: Another Look at the Jackknife.” The Annals of Statistics 7 (1): 1–26. doi:10.1214/aos/1176344552.
   Web of Science ®Google Scholar
• Escofier, B., and J. Pagès. 1988. Analyses Factorielles Simples et Multiples: Objectifs Méthodes et Interprétation. Paris, France: Dunod.
   Google Scholar
• Fiore, S. M., E. Phillips, and B. C. Sellers. 2014. “A Transdisciplinary Perspective on Hedonomic Sustainability Design.” Ergonomics in Design: The Quarterly of Human Factors Applications 22 (2): 22–29. doi:10.1177/1064804613516762.
   Google Scholar
• Georgiou, T., and Y. Demiris. 2017. “Adaptive User Modelling in Car Racing Games Using Behavioural and Physiological Data.” User Modeling and User-Adapted Interaction 27 (2): 267–311. doi:10.1007/s11257-017-9192-3.
   PubMed Web of Science ®Google Scholar
• Ghandeharioun, A., J. H. Shen, N. Jaques, C. Ferguson, N. Jones, A. Lapedriza, and R. Picard. 2019. “Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems.” Paper presented at the 33rd Conference on Neural Information Processing Systems, Vancouver, Canada, December 8–14.
   Google Scholar
• Guo, F., W. L. Liu, F. T. Liu, H. Wang, and T. B. Wang. 2014. “Emotional Design Method of Product Presented in Multi-Dimensional Variables Based on Kansei Engineering.” Journal of Engineering Design 25 (4–6): 194–212. doi:10.1080/09544828.2014.944488.
   Web of Science ®Google Scholar
• Hancock, P. A., G. M. Hancock, and J. S. Warm. 2009. “Individuation: The N = 1 Revolution.” Theoretical Issues in Ergonomics Science 10 (5): 481–488. doi:10.1080/14639220903106387.
   Google Scholar
• Hancock, P. A., A. A. Pepe, and L. L. Murphy. 2005. “Hedonomics: The Power of Positive and Pleasurable Ergonomics.” Ergonomics in Design: The Quarterly of Human Factors Applications 13 (1): 8–14. doi:10.1177/106480460501300104.
   Google Scholar
• Hassenzahl, M., and R. Wessler. 2000. “Capturing Design Space from a User Perspective: The Repertory Grid Technique Revisited.” International Journal of Human-Computer Interaction 12 (3): 441–459. doi:10.1207/S15327590IJHC1203&4_13.
   Web of Science ®Google Scholar
• Helander, M. G. 2003. “Forget about Ergonomics in Chair Design? Focus on Aesthetics and Comfort!.” Ergonomics 46 (13–14): 1306–1319. doi:10.1080/00140130310001610847.
   PubMed Web of Science ®Google Scholar
• Helander, M. G., and H. M. Khalid. 2012. “Affective Engineering and Design.”. In Handbook of Human Factors and Ergonomics, edited by G. Salvendy, 569–596. Hoboken, NJ: John Wiley & Sons, Inc.
   Google Scholar
• Hinkle, D. N. 1965. “The Change of Personal Constructs from the Viewpoint of a Theory of Construct Implications.” Doctoral diss. The Ohio State University, Columbus, OH.
   Google Scholar
• Hong, S. W., S. H. Han, and K. J. Kim. 2008. “Optimal Balancing of Multiple Affective Satisfaction Dimensions: A Case Study on Mobile Phones.” International Journal of Industrial Ergonomics 38 (3–4): 272–279. doi:10.1016/j.ergon.2007.09.002.
   Web of Science ®Google Scholar
• Hsu, S. H., M. C. Chuang, and C. C. Chang. 2000. “A Semantic Differential Study of Designers’ and Users’ Product Form Perception.” International Journal of Industrial Ergonomics 25 (4): 375–391. doi:10.1016/S0169-8141(99)00026-8.
   Web of Science ®Google Scholar
• Huang, Y., C. H. Chen, I. H. C. Wang, and L. P. Khoo. 2014. “A Product Configuration Analysis Method for Emotional Design Using a Personal Construct Theory.” International Journal of Industrial Ergonomics 44 (1): 120–130. doi:10.1016/j.ergon.2013.11.005.
   Web of Science ®Google Scholar
• Jiang, H., C. K. Kwong, G. E. Okudan Kremer, and W. Y. Park. 2019. “Dynamic Modelling of Customer Preferences for Product Design Using DENFIS and Opinion Mining.” Advanced Engineering Informatics 42: 100969. doi:10.1016/j.aei.2019.100969.
   Web of Science ®Google Scholar
• Jordan, P. W. 2000. Designing Pleasurable Products: An Introduction to the New Human Factors. London; New York: Taylor & Francis.
   Google Scholar
• Kelly, G. 1955. The Psychology of Personal Constructs. New York, NY: Norton.
   Google Scholar
• Kelly, G. A. 2003. “A Brief Introduction to Personal Construct Theory.” In International Handbook of Personal Construct Psychology, edited by F. Fransella, 3–20. New York, NY: John Wiley & Sons Ltd.
   Google Scholar
• Kim, W., T. Ko, I. Rhiu, and M. H. Yun. 2019. “Mining Affective Experience for a Kansei Design Study on a Recliner.” Applied Ergonomics 74: 145–153. doi:10.1016/j.apergo.2018.08.014.
   PubMed Web of Science ®Google Scholar
• King, S. C., and H. L. Meiselman. 2010. “Development of a Method to Measure Consumer Emotions Associated with Foods.” Food Quality and Preference 21 (2): 168–177. doi:10.1016/j.foodqual.2009.02.005.
   Web of Science ®Google Scholar
• Law, D., M. C. Cheung, J. Yip, K. L. Yick, and C. Wong. 2017. “Scoliosis Brace Design: Influence of Visual Aesthetics on User Acceptance and Compliance.” Ergonomics 60 (6): 876–886. doi:10.1080/00140139.2016.1227093.
   PubMed Web of Science ®Google Scholar
• Li, Y., and L. Zhu. 2017. “Optimisation of Product Form Design Using Fuzzy Integral-Based Taguchi Method.” Journal of Engineering Design 28 (7–9): 480–504. doi:10.1080/09544828.2017.1346239.
   Web of Science ®Google Scholar
• Li, Z., Z. Tian, J. Wang, W. Wang, and G. Huang. 2018. “Dynamic Mapping of Design Elements and Affective Responses: A Machine Learning Based Method for Affective Design.” Journal of Engineering Design. 28: 1–23. doi:10.1080/09544828.2018.1471671.
   Google Scholar
• Liu, Y. 2003. “Engineering Aesthetics and Aesthetic Ergonomics: Theoretical Foundations and a Dual-Process Research Methodology.” Ergonomics 46 (13–14): 1273–1292. doi:10.1080/00140130310001610829.
   PubMed Web of Science ®Google Scholar
• Lokman, A. M., and K. Kamalia Azma. 2010. “Kansei Affinity Cluster for Affective Product Design.” Paper presented at the International Conference on User Science and Engineering (i-USEr), Hangzhou, China, December 4–6.
   Google Scholar
• Meiselman, H. L. 2015. “A Review of the Current State of Emotion Research in Product Development.” Food Research International 76: 192–199. doi:10.1016/j.foodres.2015.04.015.
   Web of Science ®Google Scholar
• Næs, T., I. Berget, K. H. Liland, G. Ares, and P. Varela. 2017. “Estimating and Interpreting More than Two Consensus Components in Projective Mapping: INDSCAL vs. multiple Factor Analysis (MFA).” Food Quality and Preference 58: 45–60. doi:10.1016/j.foodqual.2016.11.012.
   Web of Science ®Google Scholar
• Nagamachi, M. 1995. “Kansei Engineering: A New Ergonomic Consumer-Oriented Technology for Product Development.” International Journal of Industrial Ergonomics 15 (1): 3–11. doi:10.1016/0169-8141(94)00052-5.
   Web of Science ®Google Scholar
• Nagamachi, M., and A. M. Lokman. 2015. Kansei Innovation: Practical Design Applications for Product and Service Development. Boca Raton, FL: CRC Press.
   Google Scholar
• Ng, M., C. Chaya, and J. Hort. 2013. “Beyond Liking: Comparing the Measurement of Emotional Response Using EsSense Profile and Consumer Defined Check-All-That-Apply Methodologies.” Food Quality and Preference 28 (1): 193–205. doi:10.1016/j.foodqual.2012.08.012.
   Web of Science ®Google Scholar
• Norman, D. A. 2004. Emotional Design: Why we Love (or Hate) Everyday Things. New York, NY: Basic Books.
   Google Scholar
• Osgood, C. E., G. J. Suci, and P. H. Tannenbaum. 1957. The Measurement of Meaning. Champaign, IL: University of Illinois Press.
   Google Scholar
• Picard, R. W. 2003. “Affective Computing: Challenges.” International Journal of Human-Computer Studies 59 (1–2): 55–64. doi:10.1016/S1071-5819(03)00052-1.
   Web of Science ®Google Scholar
• Robert, P., and Y. Escoufier. 1976. “A Unifying Tool for Linear Multivariate Statistical Methods: The RV‐Coefficient.” Applied Statistics 25 (3): 257–265. doi:10.2307/2347233.
   Web of Science ®Google Scholar
• Scherer, K. R. 2009. “Emotions Are Emergent Processes: They Require a Dynamic Computational Architecture.” Philosophical Transactions of the Royal Society B: Biological Sciences 364 (1535): 3459–3474. doi:10.1098/rstb.2009.0141.
   PubMed Web of Science ®Google Scholar
• Schütte, S., and J. Eklund. 2005. “Design of Rocker Switches for Work-Vehicles–an Application of Kansei Engineering.” Applied Ergonomics 36 (5): 557–567. doi:10.1016/j.apergo.2005.02.002.
   PubMed Web of Science ®Google Scholar
• Schütte, S. T. W., J. Eklund, J. R. C. Axelsson, and M. Nagamachi. 2004. “Concepts, Methods and Tools in Kansei Engineering.” Theoretical Issues in Ergonomics Science 5 (3): 214–231. doi:10.1080/1463922021000049980.
   Google Scholar
• Sébastien, L., J. Julie, and H. François. 2008. “FactoMineR: An R Package for Multivariate Analysis.” Journal of Statistical Software 25 (1): 1–18.
   Web of Science ®Google Scholar
• Tao, J., and T. Tan. 2005. “Affective Computing: A Review.” Paper presented at the International Conference on Affective Computing and Intelligent Interaction, Beijing, China, October 22–24.
   Google Scholar
• Wang, C.-H. 2018. “Combining Rough Set Theory with Fuzzy Cognitive Pairwise Rating to Construct a Novel Framework for Developing Multi-Functional Tablets.” Journal of Engineering Design 29 (8–9): 430–448. doi:10.1080/09544828.2018.1448055.
   Web of Science ®Google Scholar
• Wang, W. M., Z. Li, L. Liu, Z. G. Tian, and E. Tsui. 2018. “Mining of Affective Responses and Affective Intentions of Products from Unstructured Text.” Journal of Engineering Design 29 (7): 404–429. doi:10.1080/09544828.2018.1448054.
   Web of Science ®Google Scholar
• Yadegaridehkordi, E., N. F. B. M. Noor, M. N. Bin Ayub, H. B. Affal, and N. B. Hussin. 2019. “Affective Computing in Education: A Systematic Review and Future Research.” Computers & Education 142: 103649. doi:10.1016/j.compedu.2019.103649.
   Web of Science ®Google Scholar