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Erschienen in: Soft Computing 8/2018

20.02.2017 | Methodologies and Application

The example application of genetic algorithm for the framework of cultural and creative brand design in Tamsui Historical Museum

verfasst von: Shang-Chia Chiou, Yun-Ciao Wang

Erschienen in: Soft Computing | Ausgabe 8/2018

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Abstract

This paper describes the processes in getting to know what cultural and creative products consumers intend to buy according to the concept of design from the culture museum’s creative brands. Through a communication model, the cultural resources realize the design conceptualization related to the museum brands as a cultural originality. This innovative design approach attempts to better meet the customers’ needs. More importantly, designing products for a target market in advance, with the guidance of prediction from preliminary research, certainly help generating a higher level of business profit. In this article, the theory of gene encoding is the central issue in order to obtain insights on the consumers’ buying feeling, and furthermore, to probe into the meaningful and instructional brand gene encoding. Quantitative data analysis using SPSS and questionnaires are used to figure out consumers’ purchase motivation. Finally, the business reports from Tamsui Museum shop will be analyzed to prove that building up a cultural and creative brand helps the customers to value the museum more and more. Within 3 years, business growth in the gift shop as well as cultural and creative products have been positively related through pioneering application of gene optimization to build a museum’s cultural and creative brand. The results will offer innovative institutions or designers the insights that they have been longing for.

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Literatur
Zurück zum Zitat Aaker DA (1996) Measuring brand equity across products and markets. Calif Manag Rev 38(3):102–120CrossRef Aaker DA (1996) Measuring brand equity across products and markets. Calif Manag Rev 38(3):102–120CrossRef
Zurück zum Zitat Alexouda G (2004) An evolutionary algorithm approach to the share of choices problem in the product line design. Comput Oper Res 31(13):2215–2229CrossRefMATH Alexouda G (2004) An evolutionary algorithm approach to the share of choices problem in the product line design. Comput Oper Res 31(13):2215–2229CrossRefMATH
Zurück zum Zitat Babbie ER (2010) The practice of social research, 12th edn. Cengage, Belmont Babbie ER (2010) The practice of social research, 12th edn. Cengage, Belmont
Zurück zum Zitat Balakrishnan PS, Jacob VS (1995) Triangulation in decision support systems: algorithms for product design. Decis Support Syst 14(4):313–327CrossRef Balakrishnan PS, Jacob VS (1995) Triangulation in decision support systems: algorithms for product design. Decis Support Syst 14(4):313–327CrossRef
Zurück zum Zitat Braun T (2004) The philosophy of branding: great philosophers think brands. Kogan Page Publishers, London Braun T (2004) The philosophy of branding: great philosophers think brands. Kogan Page Publishers, London
Zurück zum Zitat Burton C, Scott C (2003) Museums: challenges for the 21st century. Int J Arts Manag 5(2):56–68 Burton C, Scott C (2003) Museums: challenges for the 21st century. Int J Arts Manag 5(2):56–68
Zurück zum Zitat Chan CCH, Hwang YR, Wu HC (2016) Marketing segmentation using the particle swarm optimization algorithm: a case study. J Ambient Intell Human Comput. doi:10.1007/s12652-016-0389-9 Chan CCH, Hwang YR, Wu HC (2016) Marketing segmentation using the particle swarm optimization algorithm: a case study. J Ambient Intell Human Comput. doi:10.​1007/​s12652-016-0389-9
Zurück zum Zitat Curedale R (2013) Design thinking: process and methods manual. Design Community College Incorporated, Po Box 1153, Topanga CA 90290 USA, ISBN-13:978-0-9882362-4-0 Curedale R (2013) Design thinking: process and methods manual. Design Community College Incorporated, Po Box 1153, Topanga CA 90290 USA, ISBN-13:978-0-9882362-4-0
Zurück zum Zitat Dawkins R (1976) The selfish gene. Oxford University Press, Oxford Dawkins R (1976) The selfish gene. Oxford University Press, Oxford
Zurück zum Zitat Dou R, Zong C, Nan G (2016) Multi-stage interactive genetic algorithm for collaborative product customization. Knowl Based Syst 92:43–54CrossRef Dou R, Zong C, Nan G (2016) Multi-stage interactive genetic algorithm for collaborative product customization. Knowl Based Syst 92:43–54CrossRef
Zurück zum Zitat Deutsch J, Real T (2002) Just who do your customers think you are? a guide to branding your organization. Michigan Museums Association, Cheboygan Deutsch J, Real T (2002) Just who do your customers think you are? a guide to branding your organization. Michigan Museums Association, Cheboygan
Zurück zum Zitat Dobni D, Zinkhan GM (1990) In search of brand image: a foundation analysis. In: Goldberg ME, Gorn G, Pollay RW (eds) NA advances in consumer research, vol 17. Association for Consumer Research, Provo, pp 110–119 Dobni D, Zinkhan GM (1990) In search of brand image: a foundation analysis. In: Goldberg ME, Gorn G, Pollay RW (eds) NA advances in consumer research, vol 17. Association for Consumer Research, Provo, pp 110–119
Zurück zum Zitat Holland JH (1975) Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. University of Michigan Press Holland JH (1975) Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. University of Michigan Press
Zurück zum Zitat Kroeber AL, Kluckhohn C (1952) Culture: a critical review of concepts and definitions. Peabody museum of archaeology and ethnology. Harvard University, Cambridge Kroeber AL, Kluckhohn C (1952) Culture: a critical review of concepts and definitions. Peabody museum of archaeology and ethnology. Harvard University, Cambridge
Zurück zum Zitat Kapferer JN (2012) The new strategic brand management: advanced insights and strategic thinking. Kogan page publishers, London Kapferer JN (2012) The new strategic brand management: advanced insights and strategic thinking. Kogan page publishers, London
Zurück zum Zitat Kotler P, Pfoertsch W (2006) B2B brand management. Springer Science & Business Media, Berlin Kotler P, Pfoertsch W (2006) B2B brand management. Springer Science & Business Media, Berlin
Zurück zum Zitat Lo CH, Ko YC, Hsiao SW (2015) A study that applies aesthetic theory and genetic algorithms to product form optimization. Adv Eng Inform 29(3):662–679CrossRef Lo CH, Ko YC, Hsiao SW (2015) A study that applies aesthetic theory and genetic algorithms to product form optimization. Adv Eng Inform 29(3):662–679CrossRef
Zurück zum Zitat Muijs D (2010) Doing quantitative research in education with SPSS. Sage, London Muijs D (2010) Doing quantitative research in education with SPSS. Sage, London
Zurück zum Zitat Paes FG, Pessoa AA, Vidal T (2017) A hybrid genetic algorithm with decomposition phases for the unequal area facility layout problem. Eur J Oper Res 256(3):742–756 Paes FG, Pessoa AA, Vidal T (2017) A hybrid genetic algorithm with decomposition phases for the unequal area facility layout problem. Eur J Oper Res 256(3):742–756
Zurück zum Zitat Pareek NK, Patidar V (2016) Medical image protection using genetic algorithm operations. Soft Comput 20(2):763–772CrossRef Pareek NK, Patidar V (2016) Medical image protection using genetic algorithm operations. Soft Comput 20(2):763–772CrossRef
Zurück zum Zitat Rowe PG (1991) Design thinking. MIT Press, Cambridge Rowe PG (1991) Design thinking. MIT Press, Cambridge
Zurück zum Zitat Saeedeh MD, Jawed S, Yasaman SZ, Rahman F (2014) Adaptive information retrieval system via modeling user behavior. Ambient Intell Human Comput 5(1):105–110CrossRef Saeedeh MD, Jawed S, Yasaman SZ, Rahman F (2014) Adaptive information retrieval system via modeling user behavior. Ambient Intell Human Comput 5(1):105–110CrossRef
Zurück zum Zitat Scott C (2007) Branding museums. In: Competing in the global marketplace. Elsevier Butterworth-Heinemann, Amsterdam, pp 169–185 Scott C (2007) Branding museums. In: Competing in the global marketplace. Elsevier Butterworth-Heinemann, Amsterdam, pp 169–185
Zurück zum Zitat Srivastava JR, Sudarshan TSB (2015) Energy-efficient cache node placement using genetic algorithm in wireless sensor networks. Soft Comput 19(11):3145–3158CrossRef Srivastava JR, Sudarshan TSB (2015) Energy-efficient cache node placement using genetic algorithm in wireless sensor networks. Soft Comput 19(11):3145–3158CrossRef
Zurück zum Zitat Travis D (2000) Emotional branding: how successful brands gain the irrational edge. Prima Pub, Istanbul Travis D (2000) Emotional branding: how successful brands gain the irrational edge. Prima Pub, Istanbul
Zurück zum Zitat Wallace M (2016) Museum branding: how to create and maintain image, loyalty, and support. Rowman and Littlefield, Lanham Wallace M (2016) Museum branding: how to create and maintain image, loyalty, and support. Rowman and Littlefield, Lanham
Zurück zum Zitat Wang YC, Liu CL (2013) Melting pot of global cultures TAMSUI. In: ICOM general conference places for reflection: museums as connectors of cultures, times, people and social groups Rio de Janeiro Brazil, 12–16 Aug 2013 Wang YC, Liu CL (2013) Melting pot of global cultures TAMSUI. In: ICOM general conference places for reflection: museums as connectors of cultures, times, people and social groups Rio de Janeiro Brazil, 12–16 Aug 2013
Zurück zum Zitat Wang YC, Chiou SC (2015) Research of museum products in design and value of brand. In: ICICE international conference on innovation, communication and engineering, P. R. China, Zhangjiajie, Hunan, 24–28 Oct 2015 Wang YC, Chiou SC (2015) Research of museum products in design and value of brand. In: ICICE international conference on innovation, communication and engineering, P. R. China, Zhangjiajie, Hunan, 24–28 Oct 2015
Metadaten
Titel
The example application of genetic algorithm for the framework of cultural and creative brand design in Tamsui Historical Museum
verfasst von
Shang-Chia Chiou
Yun-Ciao Wang
Publikationsdatum
20.02.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 8/2018
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-017-2507-9

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