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GrammAds: Keyword and Ad Creative Generator for Online Advertising Campaigns

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Digital Enterprise Design and Management 2013

Abstract

Online advertising is a fast developing industry - in 2011 its revenues reached $31 billion. Paid search marketing is extremely competitive while online advertising campaign creation and development are very demanding in terms of time and expert human resources. Assisting or even automating the work of an advertising specialist has emerged as a requirement for companies and research institutes over the last few years, mainly because of the commercial value of this endeavour. In this context, we developed GrammAds, an automated keyword and ad creative generator. This system generates multiword keywords (n-grams) and automated ad creative recommendations, while it organizes properly the campaigns which are finally uploaded to the auctioneer platform and start running. In this paper, we analyze the proposed methodology and we also present the main functionality of the GrammAds application along with an experimental evaluation.

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References

  1. Abhishek, V., Hosanagar, K.: Keyword generation for search engine advertising using semantic similarity between terms. In: ICEC, pp. 89–94 (2007)

    Google Scholar 

  2. Abhishek, V., Hosanagar, K.: Optimal bidding in multi-item multi-slot sponsored search auctions. In: EC 2012 (2012)

    Google Scholar 

  3. Androutsopoulos, I., Malakasiotis, P.: A survey of paraphrasing and textual entailment methods. J. Artif. Intell. Res. (JAIR) 38, 135–187 (2010)

    MATH  Google Scholar 

  4. Borgs, C., Chayes, J., Immorlica, N., Jain, K., Etesami, O., Mahdian, M.: Dynamics of bid optimization in online advertisement auctions. In: WWW 2007, pp. 531–540 (2007)

    Google Scholar 

  5. Choi, Y., Fontoura, M., Gabrilovich, E., Josifovski, V., Mediano, M., Pang, B.: Using landing pages for sponsored search ad selection. In: Proceedings of the 19th International Conference on World Wide Web, WWW 2010, pp. 251–260. ACM, New York (2010)

    Chapter  Google Scholar 

  6. Gabrilovich, E.: Ad retrieval systems in vitro and in vivo: Knowledge-based approaches to computational advertising. In: Clough, P., Foley, C., Gurrin, C., Jones, G.J.F., Kraaij, W., Lee, H., Mudoch, V. (eds.) ECIR 2011. LNCS, vol. 6611, pp. 4–5. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  7. Galanis, D., Androutsopoulos, I.: An extractive supervised two-stage method for sentence compression. In: HLT-NAACL, pp. 885–893 (2010)

    Google Scholar 

  8. Joshi, A., Motwani, R.: Keyword generation for search engine advertising. In: ICDM Workshops, pp. 490–496 (2006)

    Google Scholar 

  9. Larman, C., Basili, V.: Iterative and incremental developments. a brief history. Computer 36(6), 47–56 (2003)

    Article  Google Scholar 

  10. Liakopoulos, K., Thomaidou, S., Vazirgiannis, M.: The adomaton prototype: Automated online advertising campaign monitoring and optimization. In: 8th Ad Auctions Workshop, EC 2012 (2012)

    Google Scholar 

  11. Liu, J., Wang, C., Liu, Z., Yao, W.: Advertising keywords extraction from web pages. In: Wang, F.L., Gong, Z., Luo, X., Lei, J. (eds.) WISM 2010. LNCS, vol. 6318, pp. 336–343. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  12. Ravi, S., Broder, A.Z., Gabrilovich, E., Josifovski, V., Pandey, S., Pang, B.: Automatic generation of bid phrases for online advertising. In: WSDM, pp. 341–350 (2010)

    Google Scholar 

  13. Thomaidou, S., Leymonis, K., Liakopoulos, K., Vazirgiannis, M.: Ad-mad: Integrated system for automated development and optimization of online advertising campaigns. Demo to appear in ICDM 2012 Workshop Proceedings (2012)

    Google Scholar 

  14. Thomaidou, S., Vazirgiannis, M.: Multiword keyword recommendation system for online advertising. In: ASONAM 2011, pp. 423–427 (2011)

    Google Scholar 

  15. Zhang, Y., Zincir-Heywood, N., Milios, E.: World wide web site summarization. Web Intelli. and Agent Sys. 2, 39–53 (2004)

    MATH  Google Scholar 

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Correspondence to Stamatina Thomaidou .

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Thomaidou, S., Leymonis, K., Vazirgiannis, M. (2013). GrammAds: Keyword and Ad Creative Generator for Online Advertising Campaigns. In: Benghozi, PJ., Krob, D., Rowe, F. (eds) Digital Enterprise Design and Management 2013. Advances in Intelligent Systems and Computing, vol 205. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-37317-6_4

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  • DOI: https://doi.org/10.1007/978-3-642-37317-6_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-37316-9

  • Online ISBN: 978-3-642-37317-6

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