• Title/Summary/Keyword: comparative advertising

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Automatic Classification of Advertising Restaurant Blogs Using Machine Learning Techniques (기계학습기법을 이용한 광고 외식 블로그의 자동분류)

  • Chang, Jae-Young;Lee, Byung-Jun;Cho, Se-Jin;Han, Da-Hye;Lee, Kyu-Hong
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.16 no.2
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    • pp.55-62
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    • 2016
  • Recently, users choosing a restaurant basedon information provided by blogs are increasing significantly. However, those of most blogs are unreliable since domestic restaurant blogs are occupied by advertising postings written by 'power bloggers'. Thus, in order to ensure the reliability of blogs, it is necessary to filter the advertising blogs which are sometimes false or exaggerated. In this paper, we propose the method of distinguishing the advertising blogs utilizing an automatic classification technique. In the proposed technique, we first manually collected advertising restaurant blogs, and then analyzed features which are commonly found in those blogs. Using the extracted features, we determined whether a given blog is advertising one applying automatic classification algorithms. Additionally, we select the features and the algorithm which guarantee optimal classification performance through comparative experiments.

Global Advertising by Product Standardization Degree Comparative -Focused on Ads. of United States, Britain, Germany, Russia, Brazil, Japan- (글로벌 광고의 국가별·제품군별 표준화 정도 비교연구 -미국·영국·독일·러시아·브라질·일본의 광고를 대상으로-)

  • Choi, Kyung-Jin
    • The Journal of the Korea Contents Association
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    • v.18 no.1
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    • pp.143-153
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    • 2018
  • In this study, the difference in specific family of six countries for the representation of the elements of the global advertising through investigate the degree of standardization. National and cultural background, social and economic situation compared to the differences that appear here, would you want to see. Thereby global advertising on the message expressed in this and identify the limiting factor family By country looks for any difference illustrates. The analysis shows various contrasts and differences in products group and countries. But there is no need to pursue standardization of advertising in the global market. Why standardization is needed in terms of efficiency of communication in order to achieve cost savings, and the homogenization of preference. To do this, need to find a way to communicate in a global market of consumers can relate to. After all, this is simply not the standardization of advertising is determined that the communication environment and market conditions to build.

Estimation of Advertising Exposure Distribution by Zero-inflation Regression Models (영과잉 회귀모형을 이용한 광고노출분포 추정)

  • Lee, Dong-Hee
    • Journal of the Korean Data Analysis Society
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    • v.20 no.6
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    • pp.2841-2852
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    • 2018
  • This study examines regression modeling method using zero-inflated distribution in relation to estimation of exposure distribution required in advertisement media planning. Exposure distribution is the percentage of audiences that are exposed each time the ad is repeated. Such an exposure distribution plays a very important role in providing basic information necessary for calculating various indicators for quantitatively measuring the advertising effect. Especially, due to the decrease of advertising price and the spread of various media, the frequency of the advertisement or the broadcasting of specific advertisements has been greatly increased compared to the past. As a result, the frequency of exposure is relatively decreasing. In this situation, the number of individuals who are not exposed to the media, that is, are not exposed to advertising structurally is increasing. This research proposes advertising exposure distribution models using a zero-inflated regression model, and conducts a comparative study using actual cases.

A Comparative Study on Attribute Recognition and Word of Mouth Intention of SNS Advertising - Focused on Facebook, Instagram, KaKaoStory and Twitter (SNS 광고의 속성인식과 구전의도 비교연구 - 페이스북, 인스타그램, 카카오스토리, 트위터를 중심으로)

  • Jeong, Chang Jun
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.2
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    • pp.419-428
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    • 2020
  • SNS media is gaining its media share with the benefits of digital technology, such as the convenience of physical access and the entertainment and interactivity of contents, and are becoming a part of users' lives. As media contents consumers move from traditional media to SNS, marketing communication activities are rapidly adapting to leading SNS platforms such as Facebook. This study compares how users perceive four advertisement attributes in each SNS, focusing on Facebook, Instagram, Kakao Story, and Twitter, where the media content creation and consumption systems are relatively similar to each other. The impact on eWOM intention was identified. In addition, we discussed effective SNS operation.

A Comparative Analysis of Comments Before and After the Controversy Over the 'Back Advertisng' of Influencers : Focused on LDA and Word2vec (인플루언서의 '뒷광고' 논란 전,후에 대한 댓글 비교 분석:LDA와 Word2vec을 중심으로)

  • Cha, Young-Ran
    • The Journal of the Korea Contents Association
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    • v.20 no.10
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    • pp.119-133
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    • 2020
  • Recently, as famous YouTubers produce and broadcast videos that receive sponsorship and advertising such as indirect advertising (PPL), a so-called 'back advertising' controversy continues, and not only famous YouTubers but also entertainers are caught up in the issue. It is causing confusion among the public in Korea. This study attempts to find out the public's reaction before and after the controversy of 'back advertising' by YouTubers through comment analysis. Specifically, among text analysis using R programs, we intend to analyze the issue through various methods such as word cloud, qgraph analysis, LDA, and word2vec analysis, a deep learning technique. The target of the analysis was to analyze the channels of three YouTubers who belonged to the controversy of the 'back advertising' YouTuber and uploaded the 'Apology video'. The 5 most recent videos of Muk-bang YouTuber Moon Bok-hee, who has a similar content disposition to SussTV's Han Hye-yeon stylist, which was controversial, and Yang Pang, a YouTuber who showed various contents (August 09, 2020) Criterion and her first 5 videos uploaded were reviewed. As a result of the study, most of the comments that showed positive reactions before the controversy, but after the controversy, it was found that negative reactions accounted for most of the comments. Therefore, this study examines the degree of change of the public about influencers through comments after the controversy over 'back advertising' through various analysis using R program. This research also devises various measures to prevent the occurrence of back advertising of influencers in the future.

Research on Current Studies and the Further Development of Advertising Contest (광고 공모전 연구 현황 분석 및 발전 방안 연구)

  • Shin, Kie-Hyuk;Cho, Kyoung-Seop
    • Management & Information Systems Review
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    • v.31 no.4
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    • pp.83-108
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    • 2012
  • College students show keen interest in advertising contest, and some contests link with class so that students participate the contest as a class assignment. But the interest is not just limited to students but to businesses. Until now five studies was made on this subject, and major findings of those dissertations are given to activating contest participation, corporate ethics and industrial-educational cooperation. It seems not enough to explain the over-heated phenomenon with the results, so that more research should be made on advertising contest. Required studies with this subject are analyzing the effectiveness relating between investment and result, theoretical establishment by empirical approach, comparative study depending on the style of contest, casual relationship between personal character and image of corporate hosting contest and so on.

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A Comparative Study on the Library Classification System of Advertising (광고 분야의 문헌 분류 체계에 관한 비교 연구)

  • Bae, Joo-Yun;Kim, Jeong-Hyen
    • Proceedings of the Korean Society for Information Management Conference
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    • 2005.08a
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    • pp.79-86
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    • 2005
  • 광고자료가 방대함에도 불구하고, 이를 효율적으로 분류할 방안에 대한 연구는 미비하다. 이에 본 연구에서는 KDC 4판, NDC 9판, DDC 22판, LCC(Class H) 4판을 비교 분석하여, KDC 광고 분야에 대한 개선방안을 제시하였다.

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The Design and Implementation of Automatic Communication System using Mobile Instant Messenger (모바일 인스턴스 메신저를 활용한 자동화 커뮤니케이션 시스템 설계 및 구현)

  • Kim, Tae Yeol;Lee, Dae Sik
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.10 no.3
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    • pp.11-21
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    • 2014
  • In this paper, concerning the various advertising and policy advertising of the election with respect to whether to deliver a message to a large number of people, we design and implement an automative system what enables sending the text messages directly from the server to the client and also fast feedback is enabled by utilizing a number of operational programs to connect to the server. Therefore, we design and implement the automative communication system which enables delivering message to each user mobile terminal from a plurality of relay mobile terminals by utilizing the mobile instant messenger, not to deliver a message from the server to the mobile instant messenger user directly. In result of comparative analysis on the number of times of data transmission, this automative communication system utilizing mobile instant messenger shows the result that it enables transmitting five times per minute as it can copy and paste in the automation system regardless of the size of the data loading, otherwise in case of transmitting manually it show the result that the number of times of data transmission is reduced if the size of the data is larger.

Ad Planning Model by Comparison Challenge Approach in the e-Marketplace (e-Marketplace에서의 비교도전에 의한 광고계획 모델)

  • 이재규;이재원
    • Journal of Intelligence and Information Systems
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    • v.9 no.3
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    • pp.137-153
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    • 2003
  • Comparison shopping is the most popular functionality in the e-Marketplace. Most of their revenue has been generated kent the Internet advertisement, but the ad earning was declined as the ad costing per action method widespread. Seller less familiar to the customer shrinks from chances for advertising and exposing their products. So, we need an efficient methodology subject to the seller's ad budget and other constraints, and it also has to increase comparison broker's earning in the e-Marketplace. Our research proposed and developed an ad planning methodology using comparison challenge approach which can be applied by 3$^{rd}$ party comparison brokers. Comparison challenge planning is organized with challenge policy of competitor level, product level and specification level. With that policies and basic challenge propositions, we measure the quantified value of functional distance between the specifications of my product and competitor's product. My product challenges the comparison using the comparative ad format to the similar but inferior competitor's product based on quantified valuation. Comparison challenge planning system has two phases of comparative value generation and optimization. We developed a prototype system and applied it to the desktop PC market of five major manufacturers. Our performance was emphasized by comparing to other comparative ad methods such as random display method and minimum distance method..

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Comparative Analysis of Historical National Image Advertising in Korea - Video Advertisements Produced between 1998-2017

  • Bae, Inkyung
    • International Journal of Contents
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    • v.16 no.4
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    • pp.84-97
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    • 2020
  • Since national image video advertisements are a means of public relations with wide delivery and major repercussions at home and abroad, this study performs a comparative analysis of video advertisements aired by previous governments as reported by Daejung Kim, Moohyun Roh, Myungbak Lee, and Geunhye Park. The characteristics of the previous governments, whether or not social trends were reflected, and the importance of traditional and modern elements were examined. As we describe, there are clear differences in video advertisements by government regime, and while messages expressing traditional values of Eastern culture have gradually decreased, reflecting the trends of the times, the messages emphasizing the modern values of the West have gradually increased. Our research confirmed that traditional elements such as 'Samulnori' and 'Taekwondo' are gradually disappearing. In addition, it was confirmed that the collective values, traditional values, and humanism represented by the 'large crowd' and 'traditional elements' in the Kim Dae-jung and Roh Moo-hyun administration changed in the Lee Myung-bak and Park Geun-hye administrations to more individualistic, materialistic, Western values. This study is meaningful in that it analyzed the components and characteristics of national image advertisements by governments in the past, how social trends were reflected, and the weight difference between traditional and modern elements. Based on this research, the significance of the current Moon Jae-in government's groundwork for follow-up research should not be understated.