Advertising slogan generation system reflecting user preference on the web

作者: Hiroaki Yamane , Masafumi Hagiwara

DOI: 10.1109/ICOSC.2015.7050834

关键词: Search advertisingSloganWorld Wide WebComputer scienceAdvertising researchNative advertisingContextual advertisingAdvertisingOnline advertisingPreferenceKnowledge base

摘要: Increased demand for Web advertising has resulted in a corresponding increase the need to develop online personalized advertisements. This paper proposes an advertising-slogan generation system reflecting Web-user preferences. Using social networking service (SNS) site as knowledge base word preferences, and by employing slogan corpus, proposed aims generate slogans that reflect posts on SNS. model selected from corpus containing 24,472 slogans, generates candidates using obtained post These are based following three indexes: natural level given large-scale balanced semantic-relations score preference SNS sites. In particular, extracts data these fan pages estimates each bag-of-words model. enables select timely fashion. The authors conducted subjective experiment examine quality of generated slogans. results show (1) semantic-relation levels effective selecting post, (2) preference-level index contributes selection preferred interesting users.

参考文章(14)
Yoko Nishihara, Wataru Sunayama, Title-Composing Support System for Reaching New Audiences international conference on data mining. pp. 816- 822 ,(2008) , 10.1109/ICDMW.2008.24
M Kosinski, T. Stillwell, D., Graepel, Private traits and attributes are predictable from digital records of human behavior Proceedings of the National Academy of Sciences of the United States of America. ,vol. 110, pp. 5802- 5805 ,(2013) , 10.1073/PNAS.1218772110
Paul André, Michael Bernstein, Kurt Luther, Who gives a tweet?: evaluating microblog content value conference on computer supported cooperative work. pp. 471- 474 ,(2012) , 10.1145/2145204.2145277
YASUTAKA SAWAI, KAZUHIDE YAMAMOTO, Estimating Level of Public Interest for Documents Journal of natural language processing. ,vol. 15, pp. 101- 136 ,(2008) , 10.5715/JNLP.15.2_101
Hiroaki YAMANE, Masafumi HAGIWARA, Feature Analyses for Catchphrases Using Multiple Corpora Transactions of Japan Society of Kansei Engineering. ,vol. 11, pp. 233- 239 ,(2012) , 10.5057/JJSKE.11.233
Masafumi Hagiwara, Hiroaki Yamane, , Tag Line Generating System Using Information on the Web Journal of Advanced Computational Intelligence and Intelligent Informatics. ,vol. 17, pp. 185- 193 ,(2013) , 10.20965/JACIII.2013.P0185
Chiranjeev Kohli, Lance Leuthesser, Rajneesh Suri, Got slogan? Guidelines for creating effective slogans Business Horizons. ,vol. 50, pp. 415- 422 ,(2007) , 10.1016/J.BUSHOR.2007.05.002
Hiroaki Yamane, Masafumi Hagiwara, Tag line generating system using knowledge extracted from statistical analyses Ai & Society. ,vol. 30, pp. 57- 67 ,(2015) , 10.1007/S00146-013-0522-7
Hiroaki Yamane, Masafumi Hagiwara, Preference Estimation for SNS Fan Pages Based on Statistical Information web intelligence. ,vol. 1, pp. 397- 401 ,(2013) , 10.1109/WI-IAT.2013.56