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2016 | OriginalPaper | Buchkapitel

5. Mass Personalisation

verfasst von : Victor Bunster, Masa Noguchi, Thomas Kvan

Erschienen in: ZEMCH: Toward the Delivery of Zero Energy Mass Custom Homes

Verlag: Springer International Publishing

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Abstract

Ensuring quality in affordable housing remains a major challenge for both developed and developing countries. Residential quality can be explained as the capacity of a dwelling to meet the specific needs and preferences of its occupants, a condition that is often associated with the high costs of custom buildings. This chapter introduces the notion of mass personalisation and explores its potential as means to increase residential quality without breaching the limits of affordable production. Mass personalisation can be defined as a particular approach to mass customisation in which the attributes of a product or service are custom-tailored towards the implicit needs and preferences of individual users. In housing, this implies buildings capable to meet changing household requirements throughout their life cycles. This chapter reviews different techniques that may enable incorporation of such principles to housing design and development, and explores their potential with two abstract prototype implementations.

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Literatur
Zurück zum Zitat Abu-Ghazzeh TM (2000) Environmental messages in multiple-family housing: territory and personalization. Landscape Res 25(1):97–115CrossRef Abu-Ghazzeh TM (2000) Environmental messages in multiple-family housing: territory and personalization. Landscape Res 25(1):97–115CrossRef
Zurück zum Zitat Amérígo M, Aragonés JI (1997) A theoretical and methodological approach to the study of residential satisfaction. J Environ Psychol 17:47–57CrossRef Amérígo M, Aragonés JI (1997) A theoretical and methodological approach to the study of residential satisfaction. J Environ Psychol 17:47–57CrossRef
Zurück zum Zitat Anderson C (2012) Makers. The New Industrial Revolution Crown Publishing Group, New York Anderson C (2012) Makers. The New Industrial Revolution Crown Publishing Group, New York
Zurück zum Zitat Aragonés JI, Amérígo M (1987) Satisfacción residencial: Un concepto de calidad de vida. Documentación Social:133–154 Aragonés JI, Amérígo M (1987) Satisfacción residencial: Un concepto de calidad de vida. Documentación Social:133–154
Zurück zum Zitat Benjamini Y, Leshno M (2005) Statistical methods for data mining. In: Maimon O, Rokach L (eds) Data mining and knowledge discovery handbook. Springer, London, pp 565–587CrossRef Benjamini Y, Leshno M (2005) Statistical methods for data mining. In: Maimon O, Rokach L (eds) Data mining and knowledge discovery handbook. Springer, London, pp 565–587CrossRef
Zurück zum Zitat Berson A, Smith S, Thearling K (1999) Building data mining applications for CRM. McGraw-Hill Professional, LondonMATH Berson A, Smith S, Thearling K (1999) Building data mining applications for CRM. McGraw-Hill Professional, LondonMATH
Zurück zum Zitat Biswas P, Robinson P (2010) A brief survey on user modelling in HCI. Paper presented at the proceedings of the international conference on intelligent human computer interaction (IHCI 2010), Allahabad, India, 16–18 Jan 2010 Biswas P, Robinson P (2010) A brief survey on user modelling in HCI. Paper presented at the proceedings of the international conference on intelligent human computer interaction (IHCI 2010), Allahabad, India, 16–18 Jan 2010
Zurück zum Zitat Blecker T, Abdelkafi N, Kreuter G, Friedrich G (2004) Product configuration systems: state-of-the-art, conceptualization and extensions. Paper presented at the Proceedings of the Eighth Maghrebian conference on software engineering and artificial intelligence (MCSEAI 2004), Sousse, Tunisia, 9–12 May 2004 Blecker T, Abdelkafi N, Kreuter G, Friedrich G (2004) Product configuration systems: state-of-the-art, conceptualization and extensions. Paper presented at the Proceedings of the Eighth Maghrebian conference on software engineering and artificial intelligence (MCSEAI 2004), Sousse, Tunisia, 9–12 May 2004
Zurück zum Zitat Brusilovsky P, Millán E (2007) User models for adaptive hypermedia and adaptive educational systems. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web: methods and strategies of web personalization. Springer, Berlin, pp 3–53 Brusilovsky P, Millán E (2007) User models for adaptive hypermedia and adaptive educational systems. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web: methods and strategies of web personalization. Springer, Berlin, pp 3–53
Zurück zum Zitat Brusilovsky P, Kobsa A, Nejdl W (eds) (2007) The adaptive web: methods and strategies of web personalization. Lecture notes in computer science, vol 4321. Springer, Hannover Brusilovsky P, Kobsa A, Nejdl W (eds) (2007) The adaptive web: methods and strategies of web personalization. Lecture notes in computer science, vol 4321. Springer, Hannover
Zurück zum Zitat Burke R (2000) Knowledge-based recommender systems. Encyclopedia of library and information sciences, vol 69. CRC Press, Boca Raton Burke R (2000) Knowledge-based recommender systems. Encyclopedia of library and information sciences, vol 69. CRC Press, Boca Raton
Zurück zum Zitat Burke P (2007) User models for adaptive hypermedia and adaptive educational systems. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web: methods and strategies of web personalization. Springer, Berlin, pp 377–408CrossRef Burke P (2007) User models for adaptive hypermedia and adaptive educational systems. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web: methods and strategies of web personalization. Springer, Berlin, pp 377–408CrossRef
Zurück zum Zitat Chesbrough H (2006) Open innovation: a new paradigm for understanding industrial innovation. In: Chesbrough H, Vanhaverbeke W, West J (eds) Open innovation: researching a new paradigm. Oxford University Press, New York Chesbrough H (2006) Open innovation: a new paradigm for understanding industrial innovation. In: Chesbrough H, Vanhaverbeke W, West J (eds) Open innovation: researching a new paradigm. Oxford University Press, New York
Zurück zum Zitat Da Silveira G, Borensteinb D, Fogliatto FS (2001) Mass customization: literature review and research directions. Int J Prod Econ 72(1):1–13CrossRef Da Silveira G, Borensteinb D, Fogliatto FS (2001) Mass customization: literature review and research directions. Int J Prod Econ 72(1):1–13CrossRef
Zurück zum Zitat Davis SM (1987) Future perfect. Addison-Wesley, Reading Davis SM (1987) Future perfect. Addison-Wesley, Reading
Zurück zum Zitat Fayyad U, Piatetsky-Shapiro G, Smyth P (1996) From data mining to knowledge discovery in databases. AI Mag 17(3):37–54 Fayyad U, Piatetsky-Shapiro G, Smyth P (1996) From data mining to knowledge discovery in databases. AI Mag 17(3):37–54
Zurück zum Zitat Felfernig A, Burke R (2008) Constraint-based recommender systems: technologies and research issues. Paper presented at the proceedings of the 10th international conference on electronic commerce (ICEC ’08), Innsbruck, Austria, 18–22 Aug 2008 Felfernig A, Burke R (2008) Constraint-based recommender systems: technologies and research issues. Paper presented at the proceedings of the 10th international conference on electronic commerce (ICEC ’08), Innsbruck, Austria, 18–22 Aug 2008
Zurück zum Zitat Felfernig A, Hotz L, Bagley C, Tiihonen J (2014) Knowledge-based configuration: from research to business cases, 1st edn. Morgan Kaufmann, Waltham Felfernig A, Hotz L, Bagley C, Tiihonen J (2014) Knowledge-based configuration: from research to business cases, 1st edn. Morgan Kaufmann, Waltham
Zurück zum Zitat Friedman A (2002) The Adaptable house: designing homes for change. McGraw Hill Professional, New York Friedman A (2002) The Adaptable house: designing homes for change. McGraw Hill Professional, New York
Zurück zum Zitat Galster GC, Hesser GW (1981) Residential satisfaction: compositional and contextual correlates. Environ Behav 13(6):735–758CrossRef Galster GC, Hesser GW (1981) Residential satisfaction: compositional and contextual correlates. Environ Behav 13(6):735–758CrossRef
Zurück zum Zitat Gandhi A, Mangar C, Roberts R (2013) How technology can drive the next wave in mass customization. McKinsey Bus Technol 32:2–9 Gandhi A, Mangar C, Roberts R (2013) How technology can drive the next wave in mass customization. McKinsey Bus Technol 32:2–9
Zurück zum Zitat Gauch S, Speretta M, Chandramouli A, Micarell A (2007) User profiles for personalized information access. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web: methods and strategies of web personalization., Lecture notes in computer scienceSpringer, Berlin, pp 54–89CrossRef Gauch S, Speretta M, Chandramouli A, Micarell A (2007) User profiles for personalized information access. In: Brusilovsky P, Kobsa A, Nejdl W (eds) The adaptive web: methods and strategies of web personalization., Lecture notes in computer scienceSpringer, Berlin, pp 54–89CrossRef
Zurück zum Zitat Germanakos P, Mourlas C, Isaia C, Samaras G (2005) An optimized review of adaptive hypermedia and web personalization: sharing the same objective. Paper presented at the proceedings of the 1st international workshop on web personalization, recommender systems and intelligent user interfaces (WPRSIUI 2005) of the 2nd international conference on E-business and telecommunications networks (ICETE2005), Reading, England, UK, 3–7 Oct 2005 Germanakos P, Mourlas C, Isaia C, Samaras G (2005) An optimized review of adaptive hypermedia and web personalization: sharing the same objective. Paper presented at the proceedings of the 1st international workshop on web personalization, recommender systems and intelligent user interfaces (WPRSIUI 2005) of the 2nd international conference on E-business and telecommunications networks (ICETE2005), Reading, England, UK, 3–7 Oct 2005
Zurück zum Zitat Greenbaum PE, Greenbaum S (1981) Territorial personalization: group identity and social interaction in a Slavic-American neighborhood. Environ Behav 13(5):574–589CrossRef Greenbaum PE, Greenbaum S (1981) Territorial personalization: group identity and social interaction in a Slavic-American neighborhood. Environ Behav 13(5):574–589CrossRef
Zurück zum Zitat Grimal L, Guerlain P (2014) Mass customization in apparel industry: implication of consumer as co-creator. J Econ Manag 15:105–121 Grimal L, Guerlain P (2014) Mass customization in apparel industry: implication of consumer as co-creator. J Econ Manag 15:105–121
Zurück zum Zitat Han J, Kamber M (2006) Data mining: concepts and techniques. Morgan Kaufmann, New YorkMATH Han J, Kamber M (2006) Data mining: concepts and techniques. Morgan Kaufmann, New YorkMATH
Zurück zum Zitat Heidmets M (1994) The phenomenon of personalization of the environment: a theoretical. J Russ East Eur Psychol 32(3):41–85CrossRef Heidmets M (1994) The phenomenon of personalization of the environment: a theoretical. J Russ East Eur Psychol 32(3):41–85CrossRef
Zurück zum Zitat Houben GJ, McCalla G, Pianesi F, Zancanaro M (eds) (2009) User modeling, adaptation, and personalization. Lecture notes in computer science. Springer, Heidelberg Houben GJ, McCalla G, Pianesi F, Zancanaro M (eds) (2009) User modeling, adaptation, and personalization. Lecture notes in computer science. Springer, Heidelberg
Zurück zum Zitat Jannach D, Zanker M, Felfernig A, Friedrich G (2011) Recommender systems: an introduction. Cambridge University Press, New York Jannach D, Zanker M, Felfernig A, Friedrich G (2011) Recommender systems: an introduction. Cambridge University Press, New York
Zurück zum Zitat Jiao RJ, Xu Q, Du J, Zhang Y, Helander M, Khalid HM, Helo P, Ni C (2007) Analytical affective design with ambient intelligence for mass customization and personalization. Int J Flex Manuf Syst 19(4):570–595CrossRef Jiao RJ, Xu Q, Du J, Zhang Y, Helander M, Khalid HM, Helo P, Ni C (2007) Analytical affective design with ambient intelligence for mass customization and personalization. Int J Flex Manuf Syst 19(4):570–595CrossRef
Zurück zum Zitat Kumar A (2008) From mass customization to mass personalization: a strategic transformation. Int J Flex Manuf Syst 19(4):533–547CrossRef Kumar A (2008) From mass customization to mass personalization: a strategic transformation. Int J Flex Manuf Syst 19(4):533–547CrossRef
Zurück zum Zitat Larson K, Intille S, McLeish TJ, Beaudin J, Williams RE (2004) Open source building: reinventing places of living. BT Technol J 22(4):187–2000CrossRef Larson K, Intille S, McLeish TJ, Beaudin J, Williams RE (2004) Open source building: reinventing places of living. BT Technol J 22(4):187–2000CrossRef
Zurück zum Zitat Lu M (1999) Determinants of residential satisfaction: ordered logit vs. regression models. Growth Change 30:264–287CrossRef Lu M (1999) Determinants of residential satisfaction: ordered logit vs. regression models. Growth Change 30:264–287CrossRef
Zurück zum Zitat Morris EW, Winter M (1975) A theory of family housing adjustment. J Marriage Family 37(1):79–88CrossRef Morris EW, Winter M (1975) A theory of family housing adjustment. J Marriage Family 37(1):79–88CrossRef
Zurück zum Zitat Morris EW, Crull SR, Winter M (1976) Housing norms, housing satisfaction and the propensity to move. J Marriage Family 38(2):309–320CrossRef Morris EW, Crull SR, Winter M (1976) Housing norms, housing satisfaction and the propensity to move. J Marriage Family 38(2):309–320CrossRef
Zurück zum Zitat Noguchi M, Hadjri K (2010) Mass custom design for sustainable housing development. In: Piller FT, Tseng MM (eds) Handbook of research in mass customization and personalization, vol 2., Applications and conceptsWorld Scientific Publishing, London, pp 892–910 Noguchi M, Hadjri K (2010) Mass custom design for sustainable housing development. In: Piller FT, Tseng MM (eds) Handbook of research in mass customization and personalization, vol 2., Applications and conceptsWorld Scientific Publishing, London, pp 892–910
Zurück zum Zitat O’Hern MS, Rindfleisch A (2008) Customer co-creation a typology and research agenda. Wiscons innovation: thoughts on innovation from the Wisconsin School of Business. University of Wisconsin, Wisconsin, USA O’Hern MS, Rindfleisch A (2008) Customer co-creation a typology and research agenda. Wiscons innovation: thoughts on innovation from the Wisconsin School of Business. University of Wisconsin, Wisconsin, USA
Zurück zum Zitat Olson DL, Delen D (2008) Data mining process. In: Olson DL, Delen D (eds) Advanced data mining techniques. Springer, New York Olson DL, Delen D (2008) Data mining process. In: Olson DL, Delen D (eds) Advanced data mining techniques. Springer, New York
Zurück zum Zitat Omar EOh, Endut E, Saruwono M (2012) Personalisation of the home. Proc Soc Behav Sci 49:328–340CrossRef Omar EOh, Endut E, Saruwono M (2012) Personalisation of the home. Proc Soc Behav Sci 49:328–340CrossRef
Zurück zum Zitat Piller FT (2012) Mass customization: a strategy for customer-centric enterprises. In: Lyons A (ed) Customer-driven supply chains: from glass pipelines to open innovation networks. Springer, London Piller FT (2012) Mass customization: a strategy for customer-centric enterprises. In: Lyons A (ed) Customer-driven supply chains: from glass pipelines to open innovation networks. Springer, London
Zurück zum Zitat Piller FT, Tseng MM (eds) (2009) Handbook of research in mass customization and personalization, vol 2. World Scientific, Toh Tuck Link Piller FT, Tseng MM (eds) (2009) Handbook of research in mass customization and personalization, vol 2. World Scientific, Toh Tuck Link
Zurück zum Zitat Pine BJ II (1993) Mass customization: the new frontier in business competition. Harvard Business School Press, Boston Pine BJ II (1993) Mass customization: the new frontier in business competition. Harvard Business School Press, Boston
Zurück zum Zitat Pine J, Victor B (1993) Making mass customization work. Harvard Bus Rev 71(5):108–117 Pine J, Victor B (1993) Making mass customization work. Harvard Bus Rev 71(5):108–117
Zurück zum Zitat Prilleltensky I (2005) Promoting well-being: time for a paradigm shift in health and human services. Scand J Publ Health 33(66):53–60CrossRef Prilleltensky I (2005) Promoting well-being: time for a paradigm shift in health and human services. Scand J Publ Health 33(66):53–60CrossRef
Zurück zum Zitat Rayna T, Striukova L, Darlington J (2014) Open innovation, co-creation and mass customisation: what role for 3D printing platforms? Paper presented at the proceedings of the 7th world conference on mass customization, personalization, and co-creation (MCPC 2014), Aalborg, Denmark, 4th–7th Feb 2014 Rayna T, Striukova L, Darlington J (2014) Open innovation, co-creation and mass customisation: what role for 3D printing platforms? Paper presented at the proceedings of the 7th world conference on mass customization, personalization, and co-creation (MCPC 2014), Aalborg, Denmark, 4th–7th Feb 2014
Zurück zum Zitat Ricci F, Rokach L, Shapira B, Kantor PB (eds) (2011) Recommender systems handbook. Springer, LondonMATH Ricci F, Rokach L, Shapira B, Kantor PB (eds) (2011) Recommender systems handbook. Springer, LondonMATH
Zurück zum Zitat Rich E (1983) Users are individuals: individualizing user models. Int J Man Mach Stud 18(3):199–214CrossRef Rich E (1983) Users are individuals: individualizing user models. Int J Man Mach Stud 18(3):199–214CrossRef
Zurück zum Zitat Salvador F, Martin-de-Holan P, Piller F (2009) Cracking the code of mass customization. MIT Sloan Manag Rev 50(3):51–78 Salvador F, Martin-de-Holan P, Piller F (2009) Cracking the code of mass customization. MIT Sloan Manag Rev 50(3):51–78
Zurück zum Zitat Sirmakessis S (2006) Adaptive and personalized semantic web, vol 14., Studies in computational intelligenceSpringer, NetherlandsCrossRefMATH Sirmakessis S (2006) Adaptive and personalized semantic web, vol 14., Studies in computational intelligenceSpringer, NetherlandsCrossRefMATH
Zurück zum Zitat Tipple G (1996) Housing extensions as sustainable development. Habitat Int 20(3):367–376CrossRef Tipple G (1996) Housing extensions as sustainable development. Habitat Int 20(3):367–376CrossRef
Zurück zum Zitat Tseng MM, Jiao J, Merchant ME (1996) Design for mass customization. CIRP Ann Manuf Technol 45(1):153–156CrossRef Tseng MM, Jiao J, Merchant ME (1996) Design for mass customization. CIRP Ann Manuf Technol 45(1):153–156CrossRef
Zurück zum Zitat Tseng MM, Jiao RJ, Wanga C (2010) Design for mass personalization. CIRP Ann Manuf Technol 59:175–178CrossRef Tseng MM, Jiao RJ, Wanga C (2010) Design for mass personalization. CIRP Ann Manuf Technol 59:175–178CrossRef
Zurück zum Zitat UN-Habitat (1996) The habitat agenda: goals and principles, commitments and the global plan of action. UN-HABITAT, Istanbul, Turkey UN-Habitat (1996) The habitat agenda: goals and principles, commitments and the global plan of action. UN-HABITAT, Istanbul, Turkey
Zurück zum Zitat van Rijn H, Johnson A, Taatgen N (2011) Cognitive user modelling. In: Vu KPL, Proctor RW (eds) Handbook of human factors in web design, 2nd edn. CRC Press, New Yersey, pp 527–542 van Rijn H, Johnson A, Taatgen N (2011) Cognitive user modelling. In: Vu KPL, Proctor RW (eds) Handbook of human factors in web design, 2nd edn. CRC Press, New Yersey, pp 527–542
Zurück zum Zitat Wells M (2000) Office clutter or meaningful personal displays: the role of office personalization in employee and organizational well-being. J Environ Psychol 20(3):239–255CrossRef Wells M (2000) Office clutter or meaningful personal displays: the role of office personalization in employee and organizational well-being. J Environ Psychol 20(3):239–255CrossRef
Zurück zum Zitat Zhou F, Xu Q, Jiao RJ (2011) Fundamentals of product ecosystem design for user experience. Res Eng Des 22(1):43–61CrossRef Zhou F, Xu Q, Jiao RJ (2011) Fundamentals of product ecosystem design for user experience. Res Eng Des 22(1):43–61CrossRef
Metadaten
Titel
Mass Personalisation
verfasst von
Victor Bunster
Masa Noguchi
Thomas Kvan
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-31967-4_5