• Title/Summary/Keyword: Customized News

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User-Customized News Service by use of Social Network Analysis on Artificial Intelligence & Bigdata

  • KANG, Jangmook;LEE, Sangwon
    • International journal of advanced smart convergence
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    • v.10 no.3
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    • pp.131-142
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    • 2021
  • Recently, there has been an active service that provides customized news to news subscribers. In this study, we intend to design a customized news service system through Deep Learning-based Social Network Service (SNS) activity analysis, applying real news and avoiding fake news. In other words, the core of this study is the study of delivery methods and delivery devices to provide customized news services based on analysis of users, SNS activities. First of all, this research method consists of a total of five steps. In the first stage, social network service site access records are received from user terminals, and in the second stage, SNS sites are searched based on SNS site access records received to obtain user profile information and user SNS activity information. In step 3, the user's propensity is analyzed based on user profile information and SNS activity information, and in step 4, user-tailored news is selected through news search based on user propensity analysis results. Finally, in step 5, custom news is sent to the user terminal. This study will be of great help to news service providers to increase the number of news subscribers.

Customized Information Analysis System Using National Defense News Data (국방 기사 데이터를 이용한 맞춤형 정보 분석 시스템)

  • Choi, Jung-Whoan;Lim, Chea-O
    • The Journal of the Korea Contents Association
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    • v.10 no.12
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    • pp.457-465
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    • 2010
  • Customized information analysis system is a software system that can help to extract useful information from non-structured natural language data, process the information to customized form, and provide future forecast and reasoning information. To implement the information analysis system, we need natural language processing technology to analyze natural language, information extraction technology to detect necessary entity and its relationship from text, and data mining technology to discover new and unknown information from extracting data. This paper suggest virtual customized information analysis system processing national defense news data and introduce base technologies for information analysis.

An Object-Oriented Modeling of HyTime Documents (HyTime 문서의 객체지향 모델링)

  • Kang, Ji-Hoon;Cho, Young-Hwan;Park, Cheon-Shu
    • Journal of The Korean Association of Information Education
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    • v.4 no.2
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    • pp.223-231
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    • 2001
  • Hypermedia documents include structural information for their documents There have been researches on storing and searching hypermedia documents using the structural information of the documents. For the purpose of presenting hypermedia documents, however, only a few models have been proposed. In this paper, we propose a new object-oriented model based on the structural information of HyTime documents for storing and also presenting efficiently the documents. For this modeling, we consider an application of HyTime, a system for a news-on-demand service that provides news customized by user requests. Our modeling can be applied to several Hypermedia application areas, like as customized web-based instructions and digital libraries as well as news-on-demand services.

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Strategy for Public Service Broadcasting News in Digital Era : Focusing on BBC 'Digital First' case (디지털 시대의 공영방송 뉴스 전략 : BBC의 'Digital First' 사례를 중심으로)

  • Joo, Jaewon
    • Journal of Digital Convergence
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    • v.17 no.9
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    • pp.13-22
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    • 2019
  • In the midst of the rapid changes in the digital media environment, this study try to examine the challenges of the public service broadcasting(PSB) news as a representative public sphere in a democratic society, and sought realistic alternatives through a case study of the BBC, one of the most successful digital policies of PSB in the world. The study found that the BBC's 'Digital First' strategy pursued a fundamental change in news formats, thereby simultaneously innovating on content. It was also interesting to see that the news consumers' needs for social media and video content were selectively analyzed and approached with a strategy of choice and focus. Finally, the production of customized digital content by analyzing news viewing behavior by each age group also suggests a lot to Korean PSB. I hope that the cases of this study will be reflected in the digital policies of Korean PSB.

MyNews : Personalized XML Document Transcoding Technique for Mobile Device Users (MyNews : 모바일 환경에서 사용자 관심사를 고려한 XML 문서 트랜스코딩)

  • Song Teuk-Seob;Lee Jin-Sang;Lee Kyong-Ho;Sohn Won-Sung;Ko Seung-Kyu;Choy Yoon-Chul;Lim Soon-Bum
    • The KIPS Transactions:PartB
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    • v.12B no.2 s.98
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    • pp.181-190
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    • 2005
  • Developing wireless internet service and mobile devices, mechanisms for web service across are various. However, the existing web infrastructure and content were designed for desktop computers and arc not well-suited for other types of accesses, e.g. PDA or mobile Phone that have less processing power and memory, small screens, limited input facilities, or network bandwidth etc. Thus, there is a growing need for transcoding techniques that provide that ability to browse the web through mobile devices. However, previous researches on existing web contents transcoding are service provider centric, which does not accurately reflect the user's continuously changing interest. In this paper, we presents a transcoding technique involved in making existing news contents based on XML available via customized wireless service, mobile phone.

Interest-based Customer Segmentation Methodology Using Topic Modeling (토픽 분석을 활용한 관심 기반 고객 세분화 방법론)

  • Hyun, Yoonjin;Kim, Namgyu;Cho, Yoonho
    • Journal of Information Technology Applications and Management
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    • v.22 no.1
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    • pp.77-93
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    • 2015
  • As the range of the customer choice becomes more diverse, the average life span of companies' products and services is becoming shorter. Most companies are striving to maximize the revenue by understanding the customer's needs and providing customized products and services. However, companies had to bear a significant burden, in terms of the time and cost involved in the process of determining each individual customer's needs. Therefore, an alternative method is employed that involves grouping the customers into different categories based on certain criteria and establishing a marketing strategy tailored for each group. In this way, customer segmentation and customer clustering are performed using demographic information and behavioral information. Demographic information included sex, age, income level, and etc., while behavioral information was usually identified indirectly through customers' purchase history and search history. However, there is a limitation regarding companies' customer behavioral information, because the information is usually obtained through the limited data provided by a customer on a company's website. This is because the pattern indicated when a customer accesses a particular site might not be representative of the general tendency of that customer. Therefore, in this study, rather than the pattern indicated through a particular site, a customer's interest is identified using that customer's access record pertaining to external news. Hence, by utilizing this method, we proposed a methodology to perform customer segmentation. In addition, by extracting the main issues through a topic analysis covering approximately 3,000 Internet news articles, the actual experiment applying customer segmentation is performed and the applicability of the proposed methodology is analyzed.

Business Strategies of Japanese Newspaper Companies: Top-level Managers' Perception and Reacting toward the Newspaper Crisis (일본 신문기업의 경영전략 연구: 경영진의 위기인식과 대응책을 중심으로)

  • Kim, Young-Ju;Jung, Jae-Min
    • Korean journal of communication and information
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    • v.51
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    • pp.65-86
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    • 2010
  • This paper reviews the problems and opportunities of Japanese newspaper industry. In the focus are particularly issues related to causes of the crisis and reacting strategies overcoming the crisis. To answer the questions, we conducted in-depth interviews with top-level managers of major newspaper companies in Japan. Secondary data were gathered to complement the interview. Top managers mainly perceived the causes of the crisis as young readers' alienation from newspaper due to the change of media environment and structural factors such as increasing production/distribution costs and diminishing appeals for advertisers. They are implementing several strategies to overcome this crisis - developing newspaper content for young readers; packaging customized on-off line advertisement; extending news distribution via online and mobile platforms; diversifying business into diverse sectors such as real-estate; enhancing brand equity of newspaper; and collaborating with rival newspaper companies in operating news site and joint printing/distribution. Lessons from the case of Japanese newspaper industry may be useful starting points for the Korean newspaper companies agonizing for diminishing circulation and advertising revenues.

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Analysis of SNS(Social Networking Service) functions applicable to electronic commerce for building regular relationship with customers (전자상거래에서 단골관계 형성을 위한 SNS의 기능 분석 및 활용)

  • Gim, Mi-Su;Woo, Won-Seok
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.4
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    • pp.131-138
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    • 2015
  • One of the most conspicuous characteristics of a business model that pursues expanding customer relationship is that it tries to lock in customers by encouraging them to repeat purchase in the long-term with the help of "Follow" function in Social Networking Service (SNS), which enables producers to automatically register the customers as potentially important ones and to offer them customized marketing services. In the value chain of the agriculture sector, producers of agricultural products can use SNS functions to provide loyal customers with valuable information and experiences such as the real-time information of their farm and products, hidden stories about the whole process from seeding to harvesting, and the storage and cooking methods of their products. These activities help the producers invoke customers' desire to live in the farm and to grow the products themselves. They also raise the accessibility of the producers' websites as customers are able to share a variety of news and knowledge such as the release of new products. This means that the producers's websites are now functioning to enable the producers to perform sales and promotion related activities. It is a big leap from the traditional e-commerce business model where sales and promotion of a product were separated and could be connected only through outside links. This two-way, viral characteristics of marketing services using SNS facilitate customers to share product information and their purchase experience with each other, which leads to more effective and efficient communication within the customer community.

Design and Implementation of Smart-Mirror Supporting Recommendation Service based on Personal Usage Data (사용 정보 기반 추천 서비스를 제공하는 스마트미러 설계 및 구현)

  • Ko, Hyemin;Kim, Serim;Kang, Namhi
    • KIISE Transactions on Computing Practices
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    • v.23 no.1
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    • pp.65-73
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    • 2017
  • Advances in Internet of Things Technology lead to the increasing number of daily-life things that are interconnected over the Internet. Also, several smart services are being developed by utilizing the connected things. Among the daily-life things surrounding user, the mirror can supports broad range of functionality and expandable service as it plays various roles in daily-life. Recently, various smart mirrors have been launched in certain places where people with specific goals and interests meet. However, most mirrors give the user limited information. Therefore, we designed and implemented a smart mirror that can support customized service. The proposed smart mirror utilizes information provided by other existing internet services to give user dynamic information as real_time traffic information, news, schedule, weather, etc. It also supports recommendation service based on user usage information.

Development of a Standardized Framework for Domestic Information Security Education; Focusing on a Two-Track Curriculum Customized by Age and Job (국내 정보보호 교육 표준 프레임워크 개발; 연령 및 직무 맞춤의 이원화(Two-track) 교육과정을 중심으로)

  • Park, Minjung;Lee, GI Hyouk;Chai, Sangmi
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.31 no.5
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    • pp.1083-1095
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    • 2021
  • With the recent increase in users' dependence on the Internet and the spread of various IT devices, the influence of information security on the users' has expanded compared to the past. Therefore, it is expected to have an increased influence on information security in personal life. In addition, as the intrusion factors that threaten security continue to become more advanced and diversified (eg., fake news, cyberbullying, identity theft), the need for nurturing information security experts is increasing. Furthermore, not only corporate information security workers, but also all individuals, cannot be free from the threat of information security. Therefore, it is necessary to prepare various information security education to improve information security awareness and induce proactive information security behaviors. In this study, characteristics of domestic and foreign information security education courses are analyzed and provide a standardized framework for information security education applicable to the domestic environment.