Skip to main content
Top

2011 | OriginalPaper | Chapter

8. Conceptualizing Context for Pervasive Advertising

Authors : Christine Bauer, Sarah Spiekermann

Published in: Pervasive Advertising

Publisher: Springer London

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Profile-driven personalization based on socio-demographics is currently regarded as the most convenient base for successful personalized advertising. However, signs point to the dormant power of context recognition: Advertising systems that can adapt to the situational context of a consumer will rapidly gain importance. While technologies that can sense the environment are increasingly advanced, questions such as what to sense and how to adapt to a consumer’s context are largely unanswered. In this chapter, we analyze the purchase context of a retail outlet and conceptualize it such that adaptive pervasive advertising applications really deliver on their potential: showing the right message at the right time to the right recipient.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Footnotes
1
Additionally, the participants had a printout of the working model at their disposal. The interviews were held in German, while the model on the sticky notes and printout were in English.
 
Literature
1.
go back to reference media MediMax: Der moderne Vorreiter der Elektronikfachmarktbranches (2010) media MediMax: Der moderne Vorreiter der Elektronikfachmarktbranches (2010)
2.
go back to reference Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734–749 (2005)CrossRef Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a ­survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734–749 (2005)CrossRef
3.
go back to reference Anderson, S.J., Volker, J.X., Phillips, M.D.: Estimating intermarket retail sales flows on a comparative county, MSA and statewide benchmark basis, Proceedings of American Society of Business and Behavioral Sciences Conference (ASBBS 2000), 17–21 February, Las Vegas, NV, ASBBS, pp. 139–144 (2000) Anderson, S.J., Volker, J.X., Phillips, M.D.: Estimating intermarket retail sales flows on a comparative county, MSA and statewide benchmark basis, Proceedings of American Society of Business and Behavioral Sciences Conference (ASBBS 2000), 17–21 February, Las Vegas, NV, ASBBS, pp. 139–144 (2000)
4.
go back to reference Baldauf, M., Dustdar, S., Rosenberg, F.: A survey on context-aware systems. Int. J. Ad. Hoc. Ubiquitous Comput. 2(4), 263–277 (2007)CrossRef Baldauf, M., Dustdar, S., Rosenberg, F.: A survey on context-aware systems. Int. J. Ad. Hoc. Ubiquitous Comput. 2(4), 263–277 (2007)CrossRef
5.
go back to reference Belch, G.E., Belch, M.A. (eds.): Advertising and Promotion: An Integrated Marketing Communications Perspective, 5th edn. Irwin McGraw-Hill, Boston (2001) Belch, G.E., Belch, M.A. (eds.): Advertising and Promotion: An Integrated Marketing Communications Perspective, 5th edn. Irwin McGraw-Hill, Boston (2001)
6.
go back to reference Belk, R.W.: Situational variables and consumer behavior. J. Consum. Res. 2(3), 157–164 (1975)CrossRef Belk, R.W.: Situational variables and consumer behavior. J. Consum. Res. 2(3), 157–164 (1975)CrossRef
7.
go back to reference Bitner, M.J.: Servicescapes: the impact of physical surroundings on customers and employees. J. Market. 56, 57–71 (1992)CrossRef Bitner, M.J.: Servicescapes: the impact of physical surroundings on customers and employees. J. Market. 56, 57–71 (1992)CrossRef
8.
go back to reference Black, D., Clemmensen, N.J., Skov, M.B.: Supporting the supermarket shopping experience through a context-aware shopping trolley. In: 21st Annual Conference of the Australian Computer-Human Interaction Special Interest Group: Design: Open 24/7, Melbourne, 23–27 Nov 2009. ACM, pp. 33–40. doi:10.1145/1738826.1738833 (2009) Black, D., Clemmensen, N.J., Skov, M.B.: Supporting the supermarket shopping experience through a context-aware shopping trolley. In: 21st Annual Conference of the Australian Computer-Human Interaction Special Interest Group: Design: Open 24/7, Melbourne, 23–27 Nov 2009. ACM, pp. 33–40. doi:10.1145/1738826.1738833 (2009)
9.
go back to reference Bradley, N.A., Dunlop, M.D.: Toward a multidisciplinary model of context to support context-aware computing. Hum. Comput. Interact. 20(4), 403–446 (2005)CrossRef Bradley, N.A., Dunlop, M.D.: Toward a multidisciplinary model of context to support context-aware computing. Hum. Comput. Interact. 20(4), 403–446 (2005)CrossRef
10.
go back to reference Cutrell, E., Czerwinski, M., Horvitz, E.: Notification, disruption, and memory: effects of messaging interruptions on memory and performance. In: Hirose M., (ed.) Human-Computer Interaction (INTERACT 2001), Tokyo, 9–13 July 2001, pp. 263–269. IOS Press, Oxford (2001) Cutrell, E., Czerwinski, M., Horvitz, E.: Notification, disruption, and memory: effects of messaging interruptions on memory and performance. In: Hirose M., (ed.) Human-Computer Interaction (INTERACT 2001), Tokyo, 9–13 July 2001, pp. 263–269. IOS Press, Oxford (2001)
11.
go back to reference Dey, A.K.: Context-aware computing: The cyberDesk project. In: AAAI ’98 Spring Symposium, Palo Alto, California, 23–25 Mar 1998, pp. 51–54 (1998) Dey, A.K.: Context-aware computing: The cyberDesk project. In: AAAI ’98 Spring Symposium, Palo Alto, California, 23–25 Mar 1998, pp. 51–54 (1998)
12.
go back to reference Dey, A.K., Abowd, G.D.: The context toolkit: aiding the development of context-aware applications. In: Workshop on Software Engineering for Wearable and Pervasive Computing (SEWPC 2000), part of 22nd International Conference on Software Engineering (ICSE 2000), Limerick, 6 June 2000 (2000) Dey, A.K., Abowd, G.D.: The context toolkit: aiding the development of context-aware applications. In: Workshop on Software Engineering for Wearable and Pervasive Computing (SEWPC 2000), part of 22nd International Conference on Software Engineering (ICSE 2000), Limerick, 6 June 2000 (2000)
13.
go back to reference Dey, A.K.: Understanding and using context. Pers. Ubiquitous Comput. 5(1), 4–7 (2001). doi:10.1007/s007790170019CrossRef Dey, A.K.: Understanding and using context. Pers. Ubiquitous Comput. 5(1), 4–7 (2001). doi:10.1007/s007790170019CrossRef
14.
go back to reference Eriksson, C.I., Åkesson, M.: Ubiquitous advertising challenges. In: 7th International Conference on Mobile Business (ICMB ’08), Barcelona, 7–8 July 2008. IEEE Computer Society, pp. 9–18, doi:10.1109/ICMB.2008.19 (2008) Eriksson, C.I., Åkesson, M.: Ubiquitous advertising challenges. In: 7th International Conference on Mobile Business (ICMB ’08), Barcelona, 7–8 July 2008. IEEE Computer Society, pp. 9–18, doi:10.1109/ICMB.2008.19 (2008)
15.
go back to reference Ferscha, A., Vogl, S., Beer, W.: Ubiquitous context sensing in wireless environments. In: Kacsuk, P., Kranzlmüller, D., Németh, Z., Volkert, J. (eds.) Distributed and Parallel Systems: Cluster and Grid Computing. Springer, New York (2002) Ferscha, A., Vogl, S., Beer, W.: Ubiquitous context sensing in wireless environments. In: Kacsuk, P., Kranzlmüller, D., Németh, Z., Volkert, J. (eds.) Distributed and Parallel Systems: Cluster and Grid Computing. Springer, New York (2002)
16.
go back to reference Ferscha, A., Holzmann, C., Oppl, S.: Context awareness for group interaction support. In: 2nd International Workshop on Mobility Management & Wireless Access Protocols in Conjunction with International Conference on Mobile Computing and Networking (MobiWac ’04), Philadelphia, 1 Oct 2004. ACM, doi:10.1145/1023783.1023801 (2004) Ferscha, A., Holzmann, C., Oppl, S.: Context awareness for group interaction support. In: 2nd International Workshop on Mobility Management & Wireless Access Protocols in Conjunction with International Conference on Mobile Computing and Networking (MobiWac ’04), Philadelphia, 1 Oct 2004. ACM, doi:10.1145/1023783.1023801 (2004)
17.
go back to reference Ferscha, A., Swoboda, W., Wimberger, C.: En passant coupon collection. In: Fischer S., Maehle E., Reischuk R., (eds.) 2nd International Workshop on Pervasive Advertising (in Conjunction with Informatik 2009), Lübeck, pp. 3911–3925, 28 Sept – 2 Oct 2009a (2009) Ferscha, A., Swoboda, W., Wimberger, C.: En passant coupon collection. In: Fischer S., Maehle E., Reischuk R., (eds.) 2nd International Workshop on Pervasive Advertising (in Conjunction with Informatik 2009), Lübeck, pp. 3911–3925, 28 Sept – 2 Oct 2009a (2009)
18.
go back to reference Ferscha, A., Vogl, S., Emsenhuber, B., Spindelbalker, R.: SPECTACLES – autonomous wearable displays. In: Adjunct Proceedings of 13th International Symposium on Wearable Computers (ISWC ’09), Linz, Vienna, Austria, 4–7 Sept 2009b. OCG (2009) Ferscha, A., Vogl, S., Emsenhuber, B., Spindelbalker, R.: SPECTACLES – autonomous wearable displays. In: Adjunct Proceedings of 13th International Symposium on Wearable Computers (ISWC ’09), Linz, Vienna, Austria, 4–7 Sept 2009b. OCG (2009)
20.
go back to reference Hillier, B.: The common language of space: a way of looking at the social, economic and environmental functioning of cities on a common basis. J. Environ. Sci. (China) 11(3), 344–349 (1999) Hillier, B.: The common language of space: a way of looking at the social, economic and environmental functioning of cities on a common basis. J. Environ. Sci. (China) 11(3), 344–349 (1999)
21.
go back to reference Hong, J.-Y., Suh, E.-H., Kim, S.-J.: Context-aware systems: a literature review and classification. Exp. Syst. Appl. 36, 8509–8522 (2009). doi:10.1016/j.eswa.2008.10.071CrossRef Hong, J.-Y., Suh, E.-H., Kim, S.-J.: Context-aware systems: a literature review and classification. Exp. Syst. Appl. 36, 8509–8522 (2009). doi:10.1016/j.eswa.2008.10.071CrossRef
22.
go back to reference Ju, W., Leifer, L.: The design of implicit interactions: making interactive systems less obnoxious. Des. Issues 24(3), 72–84 (2008) Ju, W., Leifer, L.: The design of implicit interactions: making interactive systems less obnoxious. Des. Issues 24(3), 72–84 (2008)
23.
go back to reference Kim, W.: Personalization: definition, status, and challenges ahead. J. Object Technol. 1(1), 29–40 (2002)CrossRef Kim, W.: Personalization: definition, status, and challenges ahead. J. Object Technol. 1(1), 29–40 (2002)CrossRef
24.
go back to reference Kumar, V., George, M., Pancras, J.: Cross-buying in retailing: drivers and consequences. J. Retail. 84(1) (2008) Kumar, V., George, M., Pancras, J.: Cross-buying in retailing: drivers and consequences. J. Retail. 84(1) (2008)
25.
go back to reference Kurbel, K.E.: The Making of Information Systems: Software Engineering and Management in a Globalized World. Springer, Berlin (2008) Kurbel, K.E.: The Making of Information Systems: Software Engineering and Management in a Globalized World. Springer, Berlin (2008)
26.
go back to reference Manchanda, P., Ansari, A., Gupta, S.: The “shopping basket”: a model for multicategory purchase incidence decisions. Market. Sci. 18(2), 95–114 (1999). doi:10.1287/mksc.18.2.95CrossRef Manchanda, P., Ansari, A., Gupta, S.: The “shopping basket”: a model for multicategory purchase incidence decisions. Market. Sci. 18(2), 95–114 (1999). doi:10.1287/mksc.18.2.95CrossRef
27.
go back to reference Mild, A., Reutterer, T.: An improved collaborative filtering approach for predicting cross-category purchases based on binary market basket data. J. Retail. Consum. Serv. 10(3), 123–133 (2003)CrossRef Mild, A., Reutterer, T.: An improved collaborative filtering approach for predicting cross-category purchases based on binary market basket data. J. Retail. Consum. Serv. 10(3), 123–133 (2003)CrossRef
28.
go back to reference Müller, J., Exeler, J., Buzeck, M., Krüger, A.: Reflective Signs: digital signs that adapt to audience attention, Proceedings of 7th International Conference Pervasive Computing (Pervasive 2009), 11–14 May, Nara, Japan, Springer, pp. 17–24 (2009) Müller, J., Exeler, J., Buzeck, M., Krüger, A.: Reflective Signs: digital signs that adapt to audience attention, Proceedings of 7th International Conference Pervasive Computing (Pervasive 2009), 11–14 May, Nara, Japan, Springer, pp. 17–24 (2009)
29.
go back to reference Mulvenna, M.D., Anand, S.S., Büchner, A.G.: Personalization on the net using web mining. Commun. ACM 43(8), 123–125 (2009)CrossRef Mulvenna, M.D., Anand, S.S., Büchner, A.G.: Personalization on the net using web mining. Commun. ACM 43(8), 123–125 (2009)CrossRef
30.
go back to reference NEC Display Solutions: Vergleichsstudie SPAR Markt Füssen/Kempten: Umsatzsteigerungen mit Retail Signage Systemen im Einzelhandel. Retail Signage & Public Displays, NEC Studie (2006) NEC Display Solutions: Vergleichsstudie SPAR Markt Füssen/Kempten: Umsatzsteigerungen mit Retail Signage Systemen im Einzelhandel. Retail Signage & Public Displays, NEC Studie (2006)
31.
go back to reference O’Grady, M.J., Ye, J., O’Hare, G.M.P., Dobson, S., Tynan, R., Muldoon, C.: Implicit interaction. In: International Workshop on Instinctive Computing, Pittsburgh, 15–16 June 2009. Lecture Notes in Artificial Intelligence (LNAI). Springer Heidelberg, Germany (2009) O’Grady, M.J., Ye, J., O’Hare, G.M.P., Dobson, S., Tynan, R., Muldoon, C.: Implicit interaction. In: International Workshop on Instinctive Computing, Pittsburgh, 15–16 June 2009. Lecture Notes in Artificial Intelligence (LNAI). Springer Heidelberg, Germany (2009)
33.
go back to reference Pascoe, J.: Adding generic contextual capabilities to wearable computers. In: 2nd International Symposium on Wearable Computers, Pittsburgh, 19–20 Oct 1998, pp. 92–99. doi:10.1109/ISWC.1998.729534 (1998) Pascoe, J.: Adding generic contextual capabilities to wearable computers. In: 2nd International Symposium on Wearable Computers, Pittsburgh, 19–20 Oct 1998, pp. 92–99. doi:10.1109/ISWC.1998.729534 (1998)
34.
go back to reference Puccinelli, N.M., Goodstein, R.C., Grewal, D., Price, R., Raghubir, P., Stewart, D.: Customer experience management in retailing: understanding the buying process. J. Retail. 85(1) (2009). doi:10.1016/j.jretai.2008.11.003 Puccinelli, N.M., Goodstein, R.C., Grewal, D., Price, R., Raghubir, P., Stewart, D.: Customer experience management in retailing: understanding the buying process. J. Retail. 85(1) (2009). doi:10.1016/j.jretai.2008.11.003
35.
go back to reference Rehme, F.: From challenge to chance: challenges in a changing society. In: Innovative Technologien im Handel, St. Wendel, 1 June 2010. Innovative Retail Laboratory, DFKI, St. Wendel, Germany (2010) Rehme, F.: From challenge to chance: challenges in a changing society. In: Innovative Technologien im Handel, St. Wendel, 1 June 2010. Innovative Retail Laboratory, DFKI, St. Wendel, Germany (2010)
36.
go back to reference Schilit, B.N., Theimer, M.M.: Disseminating active map information to mobile hosts. IEEE Netw. 8(5), 22–32 (1994)CrossRef Schilit, B.N., Theimer, M.M.: Disseminating active map information to mobile hosts. IEEE Netw. 8(5), 22–32 (1994)CrossRef
37.
go back to reference Schmidt, A.: Implicit human computer interaction through context. Pers. Technol. 4(2–3), 191–199 (2000)CrossRef Schmidt, A.: Implicit human computer interaction through context. Pers. Technol. 4(2–3), 191–199 (2000)CrossRef
38.
go back to reference Schmidt, A., Beigl, M., Gellersen, H.-W.: There is more to context than location. Comput. Graph. J. 23(6), 893–902 (1999)CrossRef Schmidt, A., Beigl, M., Gellersen, H.-W.: There is more to context than location. Comput. Graph. J. 23(6), 893–902 (1999)CrossRef
39.
go back to reference Smith, S.: Sharing the wealth: is contextual advertising the new gold rush for content providers? EContent 27(4), 22–27 (2004) Smith, S.: Sharing the wealth: is contextual advertising the new gold rush for content providers? EContent 27(4), 22–27 (2004)
40.
go back to reference Te’eni, D., Carey, J., Zhang, P.: Human Computer Interaction: Developing Effective Organizational Information Systems. John Wiley, Hoboken (2007) Te’eni, D., Carey, J., Zhang, P.: Human Computer Interaction: Developing Effective Organizational Information Systems. John Wiley, Hoboken (2007)
41.
go back to reference Tuzhilin, A.: Personalization: the state of the art and future directions. In: Adomavicius, G., Gupta, A. (eds.) Business Computing: Handbooks in Information Systems, vol 3. Emerald, Bingley (2009) Tuzhilin, A.: Personalization: the state of the art and future directions. In: Adomavicius, G., Gupta, A. (eds.) Business Computing: Handbooks in Information Systems, vol 3. Emerald, Bingley (2009)
42.
go back to reference Yuan, S.-T., Tsao, Y.W.: A recommendation mechanism for contextualized mobile advertising. Expert Syst. Appl. 24(4), 399–414 (2003). doi:10.1016/S0957-4174(02)00189-6CrossRef Yuan, S.-T., Tsao, Y.W.: A recommendation mechanism for contextualized mobile advertising. Expert Syst. Appl. 24(4), 399–414 (2003). doi:10.1016/S0957-4174(02)00189-6CrossRef
Metadata
Title
Conceptualizing Context for Pervasive Advertising
Authors
Christine Bauer
Sarah Spiekermann
Copyright Year
2011
Publisher
Springer London
DOI
https://doi.org/10.1007/978-0-85729-352-7_8