• Title/Summary/Keyword: e-advertisement

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Data Science and Machine Learning Approach to Improve E-Commerce Sales Performance on Social Web

  • Hussain Saleem;Khalid Bin Muhammad;Altaf H. Nizamani;Samina Saleem;M. Khawaja Shaiq Uddin;Syed Habib-ur-Rehman;Amin Lalani;Ali Muhammad Aslam
    • International Journal of Computer Science & Network Security
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    • v.23 no.8
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    • pp.137-145
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    • 2023
  • E-Commerce is a buzzword well known for electronic commerce activities including but not limited to the online shopping, digital payment transactions, and B2B online trading. In today's digital age, e-commerce has been playing a very important and vital role in areas such as retail shopping, sales automation, supply chain management, marketing and advertisement, and payment services. With a huge amount of data been collected from various e-commerce services available, there are multiple opportunities to use that data to analyze graphs and trends. Strategize profitable activities, and forecast future trade. This paper explains a contemporary approach for collecting key data metrics and implementing cost-effective automation that will support in improving conversion rates and sales performance of the e-commerce websites resulting in increased profitability.

A Study on the Efficiency of Internet Keyword Advertisement According to CPM and CPC Methods by Analyzing Transactional Data (키워드 검색 광고 운영 DB 데이터 분석을 통한 CPM와 CPC방식의 광고효과 연구)

  • Kim, Do-Yeon;Lim, Gyoo-Gun;Lee, Dae-Chul
    • The Journal of Society for e-Business Studies
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    • v.16 no.4
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    • pp.139-154
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    • 2011
  • Recently Internet keyword search service providers tends to use CPC advertizement method rather than CPM method. However researches how much the CPC method is beneficial to advertisers than CPM method in certain perspectives are insufficient and not performed systematically. So this paper tries to do comparative analysis about the two methods by analyzing the real transactional DB data from an advertizement agency. Due to the difficulties of direct comparison between the two methods because of their different expose positions on the Web and different types of attributes in DB, we did some preprocessing step for the transactional data. From the result of analysis, the click rate of CPC is higher than CPM by 1.3% and the unit cost for the CPC per one click is lower than CPM method by 51 Won. It shows the CPC method is more effective than CPM method for advertizement from the point of advertizement effectiveness (CTR) and advertizement cost (CPC). We hope this research would give useful information to advertisers and marketing managers in making advertizement strategy, marketing decision and budgeting.

The Analysis of Commercial Power Using ICT (ICT 활용을 통한 상권분석)

  • Kim, Do-Goan;Jin, Chan-Yong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.175-177
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    • 2015
  • One of the basic things in the process of startup business may be the clear analysis and understandings on commercial sites. In this point, this study is to analysis the system of commercial power analysis provided in Small Business Portal and to suggest additional specific needs and the function of decision making support which users can easily use and understand. been used for various purposes such as advertisement and marketing in various businesses.

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Personalized Advertisement and Recommendation Service in Agent-based Comparison Shopping System (에이전트 기반 비교쇼핑 시스템에서의 개인화된 광고와 추천 서비스 방안)

  • 김동휘;김순자
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04b
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    • pp.277-279
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    • 2000
  • 인터넷 쇼핑몰의 급증으로 각 쇼핑몰은 경쟁적으로 표적판매의 전략으로써 상품 광고나 쇼핑 정보 등을 회원들에게 e-mail로 제공해 주고 있지만 여러 쇼핑몰에 회원으로 가입되어 있는 인터넷 사용자들에게 이런 무분별하고 획일적인 광고는 오히려 번거로운 것일 수 있으며 더욱이 그 내용이 관심 밖의 것일 경우 무가치한 정보 공해에 지나지 않게 된다. 본 논문에서는 등록된 사용자의 프로파일 정보와 학습된 쇼핑패턴을 토대로 그 사용자의 관심도와 쇼핑이 필요한 시기를 예측하여 e-mail로 개인화된 광고 및 추천서비스를 제공하는 비교 쇼핑 시스템을 제안한다. 이를 위해 상품별 구매속성이 반영된 코드를 상품의 ID로 정하여 구매속성별 분류와 검색 및 갱신이 쉽고 정확하게 이루어지도록 하였고 별도의 학습 과정 없이 코드의 검색만으로 선별된 상품을 자동으로 광고와 추천하는 것이 가능하다.

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A Study on Analysis of Cyber Security Companies Superiority-securing strategy in Competition and Problem-solving Strategy (국내 사이버 증권사의 경쟁우위 전략요인 및 문제점 분석에 관한 연구)

  • 양경훈;김도일;이태호;송병희
    • The Journal of Society for e-Business Studies
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    • v.5 no.2
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    • pp.1-25
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    • 2000
  • The utilization of Internet, which started only at the level of advertisement, has been gradually expanding its application areas as the trial commercial transaction becomes successful, the password-coding technology which removes the risks on the cyber transaction develops, the electronic money appears and other various related technologies progress. Following this trend the securities industry has been experiencing changes along with efforts to use it commercially. This study is to analyze the work of cyber securities companies on the basis of the theoretical background through preceding studies and literature and also analyze the common and different reasons for superiority-securing strategy in competition along with problems and their reasons. And also the objective of this study is to offer new superiority-securing strategy in competition and problem-solving strategy.

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Design Of an Advertising I-Commerce Server Using Push Technology (푸시 기술을 이용한 광고형 전자상거래 서버의 설계)

  • 박은영;장시웅
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2000.10a
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    • pp.355-359
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    • 2000
  • This paper presents design of an advertising E-commerce (electronic commerce) serve. using push technology which provides clients with multimedia information such as text, audio and video according to their setting information. In the most of existing E-commerce system, users visit the web site in person, see and buy goods. In this paper we show the new E-commerce format: Clients select a field of advertisement of what they want to see on the browser, then EC server sends the clients moving advertisements at regular intervals. Subsequently, the users see advertisements and buy goods. The server of this system was designed using push server that saves moving advertisements in the database and sends the user-specific advertisements to users. The system designed in this study is very an active system contrary to existing passive E-commerce systems.

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The Information Search Method According to Eating-out Motivation of College Students in Eastern Area of Kangwon Province (강원도 영동권 지역 대학생들의 외식동기에 의한 정보탐색방법)

  • Yoon Tae-Hwan
    • Korean journal of food and cookery science
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    • v.22 no.2 s.92
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    • pp.213-221
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    • 2006
  • Although motivation and information search have both been studied continuously and separately as important marketing strategies, the relation between cause and effect has received little research attention. Therefore the objective of this study was to research the causal relationships between motivation and information search method. Frequency analysis and reliability analysis, factor analysis, and SEM(Structure Equation Model) were adopted to analyze the data. Motivation was divided into 5 factors which significantly influenced information search method. Factor 1, 'Reception and congratulation', influenced information search positively through 'newspaper, magazine', and 'word of mouth' but negatively through 'TV-advertising' and 'Flyer, Press copy'. Factor 2, 'Change of dietary life', influenced positively 'TV-advertising'. Factor 3, 'Economic saving', influenced positively 'newspaper, magazine', and 'the e-mail's advertising' Factor 4, 'Preference motivation', influenced negatively 'word of mouth' Factor 5, 'Advertisement and companion's need', influenced positively 'newspaper, magazine', and 'the e-mail's advertising' but negatively 'TV-advertising' As a result, customers appeared to choose various information search methods according to their eating-out motivation. 'The e-mail's advertising', and 'word of mouth' are popular among customers' information search methods. Therefore, food-service corporations need to try eliminating negative images of various advertisements and activate positive word of mouth marketing, promotion through internet.

PSS Movement Prediction Algorithm for Seamless hando (휴대인터넷에서 seamless handover를 위한 단말 이동 예측 알고리즘)

  • Lee, Ho-Jeong;Yun, Chan-Young;Oh, Young-Hwan
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.12 s.354
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    • pp.53-60
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    • 2006
  • Handover of WiBro is based on 802.16e hard handover scheme. When PSS is handover, it is handover that confirm neighbor's cell condition and RAS ID in neighbor advertisement message. Serving RAS transmits HO-notification message to neighbor RAS. Transmiting HO-notification message to neighbor RAS, it occurs many signaling traffics. Also, When WiBro is handover, It occurs many packet loss. Therefore, user suffer service degradation. LPM handover is supporting seamless handover because it buffers data packets during handover. So It is proposed scheme that predicts is LPM handover and reserves target RAS with pre-authentication. These schemes occur many signaling traffics. In this paper, we propose PSS Movement Prediction to solve signaling traffic. Target RAS is decided by old data in history cache. When serving RAS receives HO-notification-RSP message to target RAS, target RAS inform to crossover node. And crossover node bicast data packet. If handover is over, target RAS forward data packet. Therefore, It reduces signaling traffics but increase handover success rate. When history cache success, It decrease about 48% total traffic. But When history cache fails, It increase about 6% total traffic

Effects of Foodservice Franchise's Online Advertising and E-WOM on Trust, Commitment and Loyalty

  • AHN, Sung-Man;YANG, Jae-Jang
    • The Korean Journal of Franchise Management
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    • v.12 no.2
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    • pp.7-21
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    • 2021
  • Purpose: One of the characteristics of service companies such as foodservice franchise is that it is easy to imitate, so many brands can imitate the menu that is popular with consumers. Therefore, foodservice franchise company should develop a brand that customers can identify from other brands in order differentiate it from its competitors. In order make the foodservice franchise company identifiable from other brands, it is possible through communication with customers. Therefore, this study proposes a new research model to analyze customer loyalty through online advertising and online word of mouth trust and immersion. Online was provided to customers through a mixture of advertisements and word of mouth, but previous studies have only considered online advertisements or online word of mouth. In addition, we want to verify the difference according to gender, which is an important variable in researching the online information processing behavior of customers. Research design, data, and methodology: The questionnaire of this study was surveyed on 20 years of age or older who have visited the restaurant franchise store within the last 3 months among the foodservice franchise companies operating SNS. During the survey period, 400 surveys were surveyed for a total of 20 days from April 1 to April 20, 2020. Result: The research results are as follows. First, in this study, the effect of online advertisement and online word of mouth on trust and immersion was studied. Second, this study verified the social influence theory in online advertising and online word of mouth. Third, the effect of online advertising and online word of mouth on loyalty according to gender was verified. Fourth, compared to existing advertisements, online advertisements are suitable for marketing by foodservice franchise companies because they can interact with consumers, modify advertisements immediately, execute extensive advertisements at low cost, segment the market, and measure advertisement effectiveness. The recent online expansion has been expanded to mobile-based, allowing foodservice franchisees to provide new communication services such as SMS (Short Message Service), multimedia messaging services, and location-based services. Fifth, a foodservice franchise company can increase brand awareness through online marketing or induce the use of offline stores. Sixth, franchisor can grow into a sustainable company only when they use resources efficiently. Conclusions: Trust is important in foodservice franchise information. This trust has a significant impact on customer commitment and loyalty.

An Evaluative Research on the Performances of E-book Producers and Suppliers (국내 전자책 제공업체의 성능 평가에 관한 연구)

  • Lee, Myeong-Hee
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.22 no.1
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    • pp.135-154
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    • 2011
  • This study examined the performances of eight current e-book producers and suppliers in three areas(technology development, contents and services) using 16 evaluation criteria. Each criterion was measured using 6 scales on eight e-book producers and suppliers. The study results showed that overall, Kyobobook was the best performer, followed by Bookcube in the 2nd, Ridibooks the 3rd and Interpark the 4th. Specifically, Bookcube was the best in the field of 'technology development', Kyobobook was the best in the field of 'contents' and Kyobobook and Ridibooks worked equally best in the field of 'services'. Based on the results, some recommendations have been suggested for developing better e-book producers, effective interface design, enhancement of readability, variety of contents, development of multimedia materials and aggressive advertisement.