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http://dx.doi.org/10.7472/jksii.2013.14.6.49

A Design of Analysis System on TV Advertising Effect of Social Networking Using Hadoop  

Hur, Seoyeon (Dept. of Computer Science, Sookmyung Women's Univ.)
Kim, Yoonhee (Dept. of Computer Science, Sookmyung Women's Univ.)
Publication Information
Journal of Internet Computing and Services / v.14, no.6, 2013 , pp. 49-57 More about this Journal
Abstract
As 'Big data' has been one of challenging issues, development of new services using Social Network Service (SNS) which is its typical example became active. SNS has developed as a media where everyone communicates at real time and the number of SNS opinion analyzing services is increasing. Meanwhile, new approach to acquire and analyze twitter data becomes necessary in TV advertisement system. This paper proposes LiveAD system, which store and analyze big data such as twitter data as well as analyze TV advertising effect based on twitter data. As a proof of concept, the proposed system has been implemented collecting and analyzing twitter data using Hadoop. The result of collected information over the system increases the chance of analyzing TV advertising effect on twitter in real-time.
Keywords
Hadoop; Analysis on Advertising Effect; TV Advertisement; Social Network Service; Twitter;
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  • Reference
1 Jin-Hyung Lee, "Trend and Expantion of SNS", http://www.kca.kr/open_content/bbs.do?act=file&bcd=radiotrends&msg_no=10462&file_no=1].
2 ZDNet Korea, "7-years-Twitter ...Everydy-Twits 400 million", http://www.zdnet.co.kr/news/news_view.asp?artice_id=20130321205519
3 You-Jae Lee,"Measurement of Advertising Effect", http://youjae.com/data/cdata3/20/ad13.pdf
4 Naver encyclopedia, "Measuring Advertising Effect", http://terms.naver.com/entry.nhn?cid=512&docId=51147&mobile&categoryId=512
5 Joseph Raymond Roy, "Burke Test", Marketing Metrics Made Simple, http://www.marketing-metricsmade-simple.com/burke-test.html
6 AC Nielsen Media research, "Analysis of Public TV Advertising Effect and its Factor", KOBACO, 2002.04, http://www.kobaco.co.kr/information/adinfo/UploadFile/0204_132.pdf
7 Jun-Cheon Jang, "CPRP based on Viewer Ratings has Limits to Measurement of Engagement of Viewers", KOBACO, 2009.01, http://www.kobaco.co.kr/information/adinfo/html/200901/054_%BA%D2%C8%B2%B1%E2TV.htm
8 Ji-Hoon Song, Si-Jin Lee, Dong-Hyo Park, "Twitter message analysis system design using Hadoop", A proceedings of Korean Society for Internet Information 2012 Summer Conference, p.169-170, 2012.6.
9 TVCF, a Web site which provide TV advertisement information, http://www.tvcf.co.kr/.
10 Jericho HTML Parser, http://jericho.htmlparser.net/docs/index.html
11 HighChart, http://www.highcharts.com/