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J. Feng, H. K. Bhargava, and D. M. Pennock, “Implementing sponsored search in web search engines: Computational evaluation of alternative mechanisms,” INFORMS Journal on Computing, Vol. 19, No. 1, pp. 137-148. Winter 2007.

has been cited by the following article:

• TITLE: Combining Keyword Search Advertisement and Site- Targeted Advertisement in Search Engine Advertising

  AUTHORS: Li Chen

  KEYWORDS: online advertising, search engine, keyword auction, cost per click

  JOURNAL NAME: Journal of Service Science and Management, Vol.1 No.3, December 30, 2008

  ABSTRACT: Internet advertising has seen a strong growth in recent years and search engine advertising has played an important role in that growth. Search engines continue to expand their business by providing new options of advertising. For ex-ample, Google provides a new advertisement mechanism based on cost-per-thousand-impression (CPM) payment called “site-targeted advertisement” in addition to the famous “keyword search advertisement” based on cost-per-click (CPC). While keyword search advertisement is a cost-efficient way of advertising, site-targeted advertisement provides a quicker alternative to expose the ad to a mass population at a higher expense. This paper studies a mixed strategy of optimization by combining these mechanisms to exploit their corresponding advantages. We set up a general model to find optimal starting and ending times for both methods. Closed-form solutions are calculated for two applications: (1) Advertising of perishable information with click-based revenue only; and (2) Site-targeted advertisement first and key-word search advertisement last. Comparative static analysis provides an analysis of properties of each application. We also develop a computational experiment based on Google AdWords to illustrate the application of the model.