• Title/Summary/Keyword: Personalized Services

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A Case Study about implementation of Personalized Services Environment using UICC on Mobile Open Platform (차세대 UICC 기술을 이용한 모바일 오픈 플랫폼 기반 개인화 서비스 환경 구축 사례)

  • Sohn, Young-Seol;Park, Joon-Ho;Ok, Chang-Seok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.04a
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    • pp.1128-1131
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    • 2009
  • 폐쇄적 무선망 및 단말 플랫폼의 개방화 추세에 따라 이동통신사업자(MNO)는 자사 고객 retention 및 신규 수익창출을 위해 다양한 전략을 수립하고 있다. 그리고 고객은 이러한 개방 환경에서 이동통신사업자(MNO)의 단말 및 망에 구애받지 않고 자신의 개인정보 및 멀티미디어 컨텐츠 서비스를 편리하게 이용하기를 원하고 있다. 본 논문에서는 와이브로(WiBro)가입자 인증을 위해 단말에 필수 탑재되는 UICC 에 웹 기능 및 대용량 메모리 기술을 추가하여 이를 기반으로 개인화 서비스 제공을 위한 인프라 구축 사례를 살펴본다. 먼저, UICC 기반 개인화 서비스 인프라를 구성하는 UICC 및 단말에서 구현되어야 할 SCWS 및 대용량 메모리 처리 기술을 소개하고 이를 위한 기술 요구사항을 정의한다. 그리고, 해당 UICC 및 단말을 원격에서 관리하기 위해 플랫폼에서 구현하여야 할 제어 프로토콜 기술을 살펴보고, 이를 위한 기술 요구사항을 정의한다. 다음으로 최종적으로 구축된 전체 시스템의 구성 및 서비스 흐름을 기술하고, 끝으로 이러한 인프라를 통하여 제공될 수 있는 개인화 서비스를 소개하고 향후 방향을 소개함으로써 글을 맺는다.

Paradigms of Information Innovation 3.0 for Hyper-connective Internet of Things Technology with Extended Technological Organization Environment Framework

  • Murtaza Hussain Shaikh;Armigon Ravshanovich Akhmedov;Muzaffar Makhmudov
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.2
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    • pp.14-21
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    • 2023
  • Recent information and communication technologies have already opened up new prospects for technology groups, especially in a knowledge-based society. A contemporary technological era, which can be stated as the hyper-connective Internet of Things surpassed the traditional service pattern and innovation pattern by conveying personalized, localized, and con-text-aware services close to different actors and users. The conventional boundary of the organization is disbanding as well as traditional innovation and research & development limits. This research article conducts a preliminary study about the hyper-connective Internet of Things technology portent with innovation 3.0 version based on an extended technological organization environment framework (E-TOEF). This article discusses the emergence of innovation 3.0 as a paradigm shift from a manufacturing paradigm to an actor-oriented paradigm. There is a need to shift from a manufacturing mindset to more user ergonomics and be aware of the potential of hyper-connective IoT on the revolution of innovation patterns to be more cooperative, open, and user-centered. Besides, this article would strain some conceptual approaches for the next-generation innovation paradigm known as "hyper-connective IoT" entitled innovation 3.0. This new innovation version goes beyond open innovation and undeniably clearly beyond closed innovation which was an earlier version.

APMDI-CF: An Effective and Efficient Recommendation Algorithm for Online Users

  • Ya-Jun Leng;Zhi Wang;Dan Peng;Huan Zhang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.17 no.11
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    • pp.3050-3063
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    • 2023
  • Recommendation systems provide personalized products or services to online users by mining their past preferences. Collaborative filtering is a popular recommendation technique because it is easy to implement. However, with the rapid growth of the number of users in recommendation systems, collaborative filtering suffers from serious scalability and sparsity problems. To address these problems, a novel collaborative filtering recommendation algorithm is proposed. The proposed algorithm partitions the users using affinity propagation clustering, and searches for k nearest neighbors in the partition where active user belongs, which can reduce the range of searching and improve real-time performance. When predicting the ratings of active user's unrated items, mean deviation method is used to impute values for neighbors' missing ratings, thus the sparsity can be decreased and the recommendation quality can be ensured. Experiments based on two different datasets show that the proposed algorithm is excellent both in terms of real-time performance and recommendation quality.

Effects of Food-related Lifestyle on the Importance of Selected Attributes of Diet Lunch Box (식생활 라이프스타일 유형이 다이어트 도시락 선택속성의 중요도에 미치는 영향)

  • Kim, Binna;Sim, Ki Hyeon
    • The Korean Journal of Food And Nutrition
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    • v.30 no.3
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    • pp.413-426
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    • 2017
  • The study subjects were 302 adult males and females aged more than 20 years living in the metropolitan area of South Korea. This study was conducted to obtain baseline data to establish proper development and marketing strategies by examining the effects of food-related lifestyles on the importance of diet, purchasing behavior towards diet lunch boxes, and their selected attributes such as menu, packaging, and services. With respect to food-related lifestyle, a cluster analysis was performed by using five factors such as convenience factor, health factor, safety factor, taste factor, and economy factor obtained from factor analysis to derive the economy type, the taste and economy type, the convenience type, the safety type, and the health type. As a result, the respondents regarded 'food hygiene (4.59)', 'freshness (4.47)', 'taste (4.28)', and 'nutrient balance (4.19)' as the selected attributes of diet lunch box menus. Moreover, the importance of diet lunch box menus (${\beta}=0.179$) was increased with increasing safety orientation. 'Shelf life label (4.42)' was the most important selected attribute of diet lunch boxes, followed by 'ingredient label (4.19)', 'nutrition facts label (4.16)', and 'indication of origin (4.15)'. In particular, the importance of packaging for diet lunch boxes (${\beta}=0.203$) was increased with increasing safety orientation. With respect to the selected attributes of services in purchasing diet lunch boxes, 'provision of personalized menus (4.07)' was the most important, and the importance of services for diet lunch box (${\beta}=0.160$) was increased with increasing taste and economy orientation. Based on the above results, the respondents gave importance to the selected attributes related to food safety and health such as hygiene and, freshness. In addition, they also placed emphasis on hygiene and safe factors such as shelf life, ingredients, and nutrition facts labels. Therefore, it is considered necessary to develop diet lunch boxes by taking these factors into account. Furthermore, in services for diet lunch boxes, it is considered necessary to establish a service system capable of providing consumers with specialized menu or nutrition counseling according to the food-related lifestyle for their proper health management. Particularly, because consumers place emphasis on both food hygiene and safety, and health, it is considered necessary to thoroughly manage hygiene, safety, and nutrition in menu or packaging so that it is possible to enhance customer satisfaction by considering these selected attributes in greater detail.

A Proposal of a Mobile Augmented Reality Service Model based on Street Data, and its Implementation (도로데이터 기반의 모바일 증강현실 서비스 모델 제안 및 시스템 구현)

  • Lee, Jeong Hwan;Lee, Jun;Kwon, Yong Jin
    • Spatial Information Research
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    • v.23 no.5
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    • pp.9-19
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    • 2015
  • The popularity of smart devices and Location Based Services (LBSes) is increasing in part due to users demand for personalized information associated with their location. These services provide intuitive and realistic information by adopting Augmented Reality (AR) technology. This technology utilizes various sensors embedded in the mobile devices. However, these services have inherent problems due to the devices small screen size and the complexity of the real world environment; overlapping content on a small screen and placing icons without considering the user's possible movement. In order to solve these problems, this paper proposes a Mobile Augmented Reality Model with the application of Street Data. The model consists of two layers: "Real Space" and "Information Space". In the model, a user creates a query by scanning the nearby street with a camera in real space and searches accessible content along the street through the use of the information space. Furthermore, the results are placed on both sides of the street to solve the issue of Overlapping. Also, the proposed model is implemented for region "Aenigol", and the efficiency and usefulness of the model are verified.

Study on the Science & Technology Information Service Needs Corresponding to the Scientists and Engineers Group Characteristics (사용자 그룹별 과학기술정보 서비스 수요 분석)

  • Jung, Hye-Ju;Yoon, Jungsun
    • Journal of Information Management
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    • v.43 no.4
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    • pp.143-167
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    • 2012
  • In this study, survey analysis was conducted to determine the demands of science & technology information service by the groups of users. The questionnaire was composed of the need for 20 services in the science & technology information, the need for personal information to people-to-people exchanges, and information that can be shared with others. KOSEN users 1,013 people participated in the survey, and the analysis of variance was conducted depending on institution, profession, final degree and the age of the respondents. Results of frequency analysis, there were in high demands for trend analysis, papers, research reports, patents, knowledge queries, project announcements, jobs, experimental methods, information society and study abroad/Post-doc information, and all services except mentoring, community and blog were appeared to have the significant differences depending on the groups of users. Also the personal information deemed to be necessary for interaction with others was resulted in specialization, thesis/research performances, career, organization, jobs, final degree and education in order, there were partially difference depending on the user's groups. In addition, 97% of respondents had their own scientific and technical information to be shared with other people in order of papers, presentations (ppt), reports, experimental methods and the images. The results of this study can be used as useful information for scientists and engineers to develop a user-centered personalized services and are expected to be helpful to set the direction of science information services in the future.

Multimodal Emotional State Estimation Model for Implementation of Intelligent Exhibition Services (지능형 전시 서비스 구현을 위한 멀티모달 감정 상태 추정 모형)

  • Lee, Kichun;Choi, So Yun;Kim, Jae Kyeong;Ahn, Hyunchul
    • Journal of Intelligence and Information Systems
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    • v.20 no.1
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    • pp.1-14
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    • 2014
  • Both researchers and practitioners are showing an increased interested in interactive exhibition services. Interactive exhibition services are designed to directly respond to visitor responses in real time, so as to fully engage visitors' interest and enhance their satisfaction. In order to install an effective interactive exhibition service, it is essential to adopt intelligent technologies that enable accurate estimation of a visitor's emotional state from responses to exhibited stimulus. Studies undertaken so far have attempted to estimate the human emotional state, most of them doing so by gauging either facial expressions or audio responses. However, the most recent research suggests that, a multimodal approach that uses people's multiple responses simultaneously may lead to better estimation. Given this context, we propose a new multimodal emotional state estimation model that uses various responses including facial expressions, gestures, and movements measured by the Microsoft Kinect Sensor. In order to effectively handle a large amount of sensory data, we propose to use stratified sampling-based MRA (multiple regression analysis) as our estimation method. To validate the usefulness of the proposed model, we collected 602,599 responses and emotional state data with 274 variables from 15 people. When we applied our model to the data set, we found that our model estimated the levels of valence and arousal in the 10~15% error range. Since our proposed model is simple and stable, we expect that it will be applied not only in intelligent exhibition services, but also in other areas such as e-learning and personalized advertising.

A Study on the Current State of the Library's AI Service and the Service Provision Plan (도서관의 인공지능(AI) 서비스 현황 및 서비스 제공 방안에 관한 연구)

  • Kwak, Woojung;Noh, Younghee
    • Journal of Korean Library and Information Science Society
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    • v.52 no.1
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    • pp.155-178
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    • 2021
  • In the era of the 4th industrial revolution, public libraries need a strategy for promoting intelligent library services in order to actively respond to changes in the external environment such as artificial intelligence. Therefore, in this study, based on the concept of artificial intelligence and analysis of domestic and foreign artificial intelligence related trends, policies, and cases, we proposed the future direction of introduction and development of artificial intelligence services in the library. Currently, the library operates a reference information service that automatically provides answers through the introduction of artificial intelligence technologies such as deep learning and natural language processing, and develops a big data-based AI book recommendation and automatic book inspection system to increase business utilization and provide customized services for users. Has been provided. In the field of companies and industries, regardless of domestic and overseas, we are developing and servicing technologies based on autonomous driving using artificial intelligence, personal customization, etc., and providing optimal results by self-learning information using deep learning. It is developed in the form of an equation. Accordingly, in the future, libraries will utilize artificial intelligence to recommend personalized books based on the user's usage records, recommend reading and culture programs, and introduce real-time delivery services through transport methods such as autonomous drones and cars in the case of book delivery service. Service development should be promoted.

A Study of User Behaviors Based on Data from the Beopmaru, Supreme Court Library of Korea (법원도서관 법마루 도서대출 데이터 기반 이용자 연구)

  • Jiyoung Kwak
    • Journal of the Korean Society for information Management
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    • v.40 no.3
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    • pp.143-162
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    • 2023
  • This study analyzed the Beopmaru, Supreme Court Library of Korea, circulation data to identify user lending patterns and proposed a plan to reflect the analysis results in future user services. In 2022, Beopmaru's collection of books was 212,608, with law books accounting for 73%. However, general books accounted for 83% of actual circulation. Looking at the usage coefficient by topic, the literature field was the most actively used at 5.85, and the law field was the least used at 0.23. In the case of interlibrary loan, both KERIS member institutions and the Korean Bar Association had the highest loan ratios in the legal field, civil law field, and judicial litigation procedure field, in that order. However, member institutions affiliated with KERIS, a legal academic community, were lending law books on a wider range of subject areas than the Korean Bar Association, a practical organization. To improve access to legal information, the Beopmaru public service was implemented, but in reality, the use of reading space was high, and the proportion of general books loaned was much higher. In order to improve this, it seems necessary to strengthen the promotion of Beopmaru loan services, provide personalized services, improve book lending regulations, strengthen online services, and establish a cooperative network.

Consumer Response Change according to the Level of Personalization of Internet Shopping Mall (인터넷 쇼핑몰의 개인화 수준에 따른 소비자의 반응 변화)

  • Kim, Jisu;Jin, Jooyoung;Hyun, Hyeyoung;Na, Youngjoo
    • Science of Emotion and Sensibility
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    • v.20 no.2
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    • pp.59-72
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    • 2017
  • In the flood of information, many consumers want to choose the style that is suitable for their sensibility, which is usefulness and need for personalized services have been steadily increasing. This study made a video of personalized internet shopping mall and then university students (N=170) who have been using the internet shopping mall were asked to experience this and the change in consumer response was measured. According to level of personalization, this study found difference of web-site evaluation, satisfaction/internet behavior and quality evaluations of products. With regard to preferred types of internet shopping malls and the number of access, the difference was investigated. The results are as follows. First, subjects who experienced internet shopping mall of active personalization showed higher level of active personalization. Level of passive personalization differed depending on preferred types of internet shopping malls, for example, people who prefer online apparel shopping mall were low but people who prefer complex big shopping mall and social commerce were high. Second, after experiencing internet shopping mall of active personalization, satisfaction/internet behavior and quality evaluations of products did not change but passive personalization decreased and active personalization and web-site evaluation increased. Third, the number of access to internet shopping mall positively correlated with satisfaction/internet behavior and web-site evaluation, on the other hand, active personalization negatively correlated with satisfaction/internet behavior and web-site evaluation.