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Using the audio of 8-bit video games to monitor web marketing campaigns

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Abstract

Monitoring the performance of a web marketing campaign is usually a long-lasting, low-effort but distracting task, where a user repeatedly glances at some sort of visual analytics tools to check whether the campaign is going well. In this paper, we explore an alternative approach for this task, where the performance of a web marketing campaign is monitored through sonification, using the soundset of popular 8-bit arcade video games. On one hand, sonification would allow a user to be constantly informed about the current state of the campaign without being distracted. On the other hand, the sound metaphors coming from popular 8-bit arcade video games would be able to convey information about the status of the campaign in a simple and effective way (i.e., if the sonification of a campaign resembles the audio of a successful game session, then the campaign is going well). We investigated this idea by developing a prototype system for the sonification of the behavior of a web server activity through a configurable set of sound metaphors. We then analyzed the effectiveness of our approach by conducting a simple experimental study. This was done, first, by sonifying the progress of a given web marketing campaign using the soundset of two popular 8-bit video games: Super Mario Bros and Bubble Bobble. The outcoming soundtrack was then used in a controlled setting to assess the performance of a group of 20 participants listening to our soundtrack under different work conditions.

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Notes

  1. A prototype copy of our system is publicly available at the URL: http://www.statistica.uniroma1.it/users/uferraro/experim/sonification/.

References

  1. First video game. http://en.wikipedia.org/wiki/First_video_game. Accessed 10 Nov 2015 (2012)

  2. Adams, P.: Open web analytics. http://www.openwebanalytics.com/. Accessed 10 Nov 2015 (2014)

  3. Adler, S.: The Slashdot effect: an analysis of three Internet publications. Linux Gaz. 38, 2 (1999)

    Google Scholar 

  4. Alain, G., Voit, D.: Systems and methods for generating music using data/music data file transmitted/received via a network. US Patent US7169996 B2 (2007)

  5. Association, D.A.: Web analytics definitions. http://www.digitalanalyticsassociation.org/Files/PDF_standards/WebAnalyticsDefinitions. Accessed 10 Nov 2015 (2008)

  6. Barra, M., Cillo, T., Santis, A.D., Ferraro-Petrillo, U., Negro, A., Scarano, V.: Webmelody: sonification of web servers (best poster award). In: Poster Proceedings of the Ninth Annual World Wide Web Conference (WWW9), May 15–19, 2000, pp. 15–19. Amsterdam, Holland (2000)

  7. Barra, M., Cillo, T., Santis, A.D., Ferraro-Petrillo, U., Negro, A., Scarano, V., Matlock, T., Maglio, P.P.: Personal WebMelody: customized sonification of Web servers. In: Proceedings of the 2001 International Conference on Auditory Display, (ICAD), 2001 July 29th–August 1, Helsinki (Finland), pp. 1–9 (2001)

  8. Barra, M., Cillo, T., Santis, A.D., Ferraro-Petrillo, U., Negro, A., Scarano, V.: Multimodal monitoring of web servers. IEEE MultiMedia 9(3), 32–41 (2002). doi:10.1109/MMUL.2002.1022857

    Article  Google Scholar 

  9. Barrass, S.: Auditory information design. Ph.D. thesis, The Australian National University (1998)

  10. Barrett, B.L.: Webalizer. http://www.webalizer.org/. Accessed 10 Nov 2015 (2015)

  11. Brandon, A.: Audio for Games: Planning, Process and Production. New Riders Games, Indianapolis (2004)

    Google Scholar 

  12. Clifton, B.: Advanced Web Metrics with Google Analytics. Wiley, New York (2012)

    Google Scholar 

  13. Collins, K.: Game Sound: An Introduction to the History, Theory, and Practice of Video Game Music and Sound Design. MIT Press, Cambridge (2008)

    Google Scholar 

  14. Destailleur, L.: Awstats. http://www.awstats.org/. Accessed 10 Nov 2015 (2015)

  15. eMarketer: Global B2C Ecommerce sales to hit $1.5 trillion this year driven by growth in emerging markets. http://www.emarketer.com/Article/Global-B2C-Ecommerce-Sales-Hit-15-Trillion-This-Year-Driven-by-Growth-Emerging-Markets/1010575. Accessed 10 Nov 2015 (2014)

  16. EsperTech: Event processing with Esper and NEsper. http://esper.codehaus.org/. Accessed 10 Nov 2015 (2012)

  17. Gilfix, M., Couch, A.L.: Peep (the network auralizer): monitoring your network with sound. In: Proceedings of the 14th USENIX Conference on System Administration, pp. 109–118. USENIX Association, USA (2000)

  18. Google: Google universal analytics. http://analytics.google.com/. Accessed 10 Nov 2015 (2006)

  19. Hayward, C.: Listening to the Earth sing. In: Proceedings of the 1992 International Conference on Auditory Display, (ICAD), 1992 October, Santa Fe, New Mexico, pp. 369–405 (1992)

  20. Hermann, T., Drees, J.M., Ritter, H.: Broadcasting auditory weather reports—a pilot project. In: Proceedings of the International Conference on Auditory Display (2003)

  21. Hermann, T., Hunt, A., Neuhoff, J.G., Walker, B.N., Nees, M.A.: The Sonification Handbook. Logos Publishing House, Berlin (2011)

    Google Scholar 

  22. Janata, P., Childs, E.: Marketbuzz: Sonification of real-time financial data. In: GI of Technology (ed.) Proceedings of the 10th International Conference on Auditory Display (ICAD 2004), July 6–9, 2004, Sidney, Australia (2004)

  23. Mackworth, J.F.: Vigilance, arousal, and habituation. Psychol. Rev. 75(4), 308 (1968)

    Article  Google Scholar 

  24. Malandrino, D., Mea, D., Negro, A., Scarano, V.: NeMoS: network monitoring with sound. In: Proceedings of 9th International Conference on Auditory Display (ICAD 2003), July 6–9 2003, Boston, Massachusetts, USA (2003)

  25. MaxMind: Geo IP Java API. https://github.com/maxmind/geoip-api-java. Accessed 10 Nov 2015 (2015)

  26. Qi, L., Vargas Martin, M., Kapralos, B., Green, M., Garca-Ruiz, M.: Toward sound-assisted intrusion detection systems. In: Meersman, R., Tari, Z. (eds.) On the Move to Meaningful Internet Systems 2007: CoopIS, DOA, ODBASE, GADA, and IS. Lecture Notes in Computer Science, vol. 4804. Springer, Berlin, pp. 1634–1645. doi:10.1007/978-3-540-76843-2_36 (2007)

  27. Winter, D.: Atari pong: the first steps. http://www.pong-story.com/atpong1.htm. Accessed 10 Nov 2015 (2010)

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Acknowledgments

The author gratefully acknowledges Vittorio Scarano for his support and the enlightening discussions about the topic of this paper. Moreover, the author also thanks Luca Tardella for his nice collaboration in the statistical analysis of the results of the experiment presented in this paper. Finally, the author would like to thank the participants of our experiment for their time and their commitment.

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Correspondence to Umberto Ferraro-Petrillo.

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Communicated by S. Kopf.

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Supplementary material 1 (mp3 6566 KB)

Supplementary material 2 (mp3 6564 KB)

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Ferraro-Petrillo, U. Using the audio of 8-bit video games to monitor web marketing campaigns. Multimedia Systems 23, 469–484 (2017). https://doi.org/10.1007/s00530-016-0509-6

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