DocumentCode :
3165321
Title :
Price Information Patterns in Web Search Advertising: An Empirical Case Study on Accommodation Industry
Author :
Guanting Tang ; Yupin Yang ; Jian Pei
Author_Institution :
Sch. of Comput. Sci., Simon Fraser Univ., Burnaby, BC, Canada
fYear :
2013
fDate :
7-10 Dec. 2013
Firstpage :
737
Lastpage :
746
Abstract :
Unlike advertising in traditional media, web search advertising content can be easily customized with little cost. In this paper, we apply content analysis and regression models on 11,818 unique ads related to the accommodation industry to empirically investigate how advertisers customize price information in their web search advertising content. To the best of our knowledge, our study is the first of this kind. We find that advertiser characteristics, such as website traffic, product quality, and position in the distribution chain, affect both the amount and forms of price information in its search advertising content. Moreover, the use of price information by an advertiser depends on query characteristics, such as search volume, cost per click ("CPC"), and specific words (e.g., trademark, location, price cue) in queries. Our empirical findings shed new light on how to effectively manage price information in search advertising, and suggest new research opportunities on web search advertising.
Keywords :
Internet; advertising data processing; pricing; query processing; regression analysis; CPC; Web search advertising content analysis; Website traffic; accommodation industry; advertiser characteristics; cost per click; distribution chain position; price information management; price information patterns; product quality; query; regression models; search volume; Advertising; Educational institutions; Google; Industries; Quality assessment; Trademarks; Web search; content analysis; regression; search advertising;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Mining (ICDM), 2013 IEEE 13th International Conference on
Conference_Location :
Dallas, TX
ISSN :
1550-4786
Type :
conf
DOI :
10.1109/ICDM.2013.100
Filename :
6729558
Link To Document :
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