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GONG Xue-qing, WANG Li, HE Xiao-feng. Advertising targeting with user segmentation[J]. Journal of East China Normal University (Natural Sciences), 2013, (3): 70-78.
Citation:
GONG Xue-qing, WANG Li, HE Xiao-feng. Advertising targeting with user segmentation[J]. Journal of East China Normal University (Natural Sciences), 2013, (3): 70-78.
GONG Xue-qing, WANG Li, HE Xiao-feng. Advertising targeting with user segmentation[J]. Journal of East China Normal University (Natural Sciences), 2013, (3): 70-78.
Citation:
GONG Xue-qing, WANG Li, HE Xiao-feng. Advertising targeting with user segmentation[J]. Journal of East China Normal University (Natural Sciences), 2013, (3): 70-78.
Online advertising becomes increasingly important in the E-commerce age. Compared to traditional advertising media such as newspaper and TV channels, online advertising has the advantage of better precise targeting of the ads consumers due to the flexibility of digit content recommendation and personalization. The application of targeting techniques boosts the accurate delivery of ads to interested users. In this paper, we discuss the advance of advertising targeting both in research communities and industry.We show that targeted delivery of the ads by means of user segmentation can greatly increase the CTR of the advertising.
[1] GOLDFARB A, TUCKER C. Online advertising[J]. Advances in Computers, 2011.81:289-315.[2] DONG A L, BIAN J, HE XF, et al. User action interpretation for personalized content optimization in recommender systems[C]∥CIKM’11. Glasgow: ACM, 2011: 2129-2132.[3] Green D. Search engine marketing: why it benefits us all[J]. Business Information Review, 2003, 20(4):195–202.[4] WIKIPEDIA. Behavioral targeting[EB/OL].[2013-03-22].http://en.wikipedia.org/wiki/Behavioral_targeting.[5] WIKIPEDIA. Geo Eargeting[EB/OL].[2013-03-31].http://en.wikipedia.org/wiki/Geotargeting.[6] WIKIPEDIA. Behavioral retargeting[EB/OL].[2013-03-22].http://en.wikipedia.org/wiki/Behavioral_retargeting.[7] CHU W, PARK S T, BEAUPRE T, et al. A case study of behavior-driven conjoint analysis on yahoo! front page today module[C]∥Proc KDD, 2009.[8] DEERWESTER S, DUMAIS S, FURNAS G, et al. Hashman. Indexing by latent semantic analysis[J]. Journal of the American Society for Information Science, 1990(41): 391-407.[9] HOFMANN T. Probabilistic latent semantic analysis[C]∥Proceedings of UAI’99. Stockholm: Morgan Kaufmann, 1999: 289-296.[10] BLEI D, NG A, JORDAN M. Latent dirichlet allocation[J]. Journal of Machine Learning Research, 2003(3): 993-1022.[11] SHI X, CHANG K, NARAYANAN V, et al. A compression framework for generating user profiles[C]∥ACM SIRIR Workshop on Feature Generation and Selection for Information Retrieval, 2010.