• Title/Summary/Keyword: Personalized Services

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User satisfaction analysis for layer-specific differences using the IoT services (IoT 서비스를 사용하는 사용자 계층별 차이에 대한 만족도 분석)

  • Park, Chong-Woon;Kwon, Chang-Hui
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.1
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    • pp.90-98
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    • 2017
  • Since 2010, SNS was holding the explosive spread of smartphones has created a place of public advertising platform, and it entered the Internet of Things (IoT) is born gradually countdown of the era came to us already. In utilizing a variety of location-based services IoT services (beacon, O2O) The focus of this paper to analyze the differences in satisfaction with the oil layer by experienced users of what is being used. We consider the type and overall utilization of the concepts typical IoT service in the current service is made to expand the contents of the paper. Hypothesis was reconstructed ease, attractiveness, a survey reliability, value four kinds of models, called Honeycomb UX, User Experience Honeycomp Peter Mobil. Company that provides the service IoT in this study are expected to be used as basic data to help provide a more accurate personalized service according to the user's satisfaction difference.

Intelligent Agent based on Bayesian Network for Smartphone (스마트폰을 위한 베이지안 네트워크 기반 지능형 에이전트)

  • Han Sang-Jun;Cho Sung-Bae
    • Journal of KIISE:Computing Practices and Letters
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    • v.11 no.1
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    • pp.81-91
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    • 2005
  • Today, mobile phones have become an essential item for man-to-man communication. As more people use mobile phones, various services based on mobile phone networks and high-end devices have been developed. In addition, with the growth of the concept of ubiquitous computing, there are many ongoing studies on novel and useful services in smartphone. In this paper, for personalized service in smartphone we propose an intelligent agent that uses user modeling based on bayesian network and rule based service selection mechanism. It infers the user's status such as his current affect, how he is busy, and how someone is familiar with him from personal information and communication history using bayesian network and Provides appropriate services on the basis of the inferred information. We apply it to some realistic situation to confirm the usefulness our proposed agent.

Exploring Social Care Services for People with Cancer in Australia and Korea (한국과 호주의 암환자를 위한 사회 돌봄 서비스 탐색)

  • Kim, Hye-Ryun;Lee, Gyu-Sun
    • Journal of Hospice and Palliative Care
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    • v.15 no.1
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    • pp.36-39
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    • 2012
  • Purpose: Cancer patients require emotional, financial and practical support as well as information/advice regarding their illness. This study aims to explore opportunities and barriers for the provision of the social support services in Australia and Korea. Methods: The survey was carried out by an email questionnaire for social workers in Australia and Korea, and collected data were analyzed using a thematic analysis by Braun and Clarke. Results: In Australia and Korea, various types of social support were available for cancer patients. However, social support for cancer patients should be better understood first in Korea, and more personalized support is needed in Australia. Conclusion: These findings will ultimately help to improve social support services for cancer patients in Korea an Australia, through grasping the current state and making up for the weak points.

A study of Ubiquitous Education Support System (유비쿼터스 교육 지원 시스템)

  • Shin, Ki-Sub;Choi, Yong-Won;Choi, Yeon-Sung
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.2 no.4
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    • pp.3-12
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    • 2009
  • In recent years, the development of ubiquitous computing environment, according to the time, place, regardless of the environment changes dynamically based on providing a service. In particular, ubiquitous computing environment, education support services in the fields of education according to the principal of each member is required to provide personalized information. Therefore, this paper describes the education support system which provide adaptive information to member of education. The structure of the proposed system consists of mobile agents multi-agent system platform, JADE (Java Agent DEvelopment framework) is based. Also, we describes the design of agents for application services and the interaction model. In this paper, the performance of proposed system to verify availability, classroom teachers, students and parents and administrators as a service application based on the user's role to provide appropriate information system was implemented. Finally, we shows the result of user interface GUIs according to adaptive education services.

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A Study on Improving Legislative Information Service in the National Assembly Library of the Republic of Korea (국회도서관 입법정보서비스 개선방안에 관한 연구)

  • Chung, EunHee;Cha, Mikyeong
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.31 no.1
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    • pp.311-335
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    • 2020
  • This study was conducted to suggest the ways of improving legislative information services in the National Assembly Library based on the information needs of the legislative support organization arising from the legislation process done by the National Assembly Members. For the purpose, 20 users of legislative support organizations were interviewed in depth. Based on the analysis of the results, the study suggested the improvement proposals in the areas of services and system. Service improvement reflected the information needs of overseas legislative cases, the need for supplementing policy information, and the areas that need to be promoted Second, in the area of system improvement, it was proposed to raise the service awareness of the legal information system centered on foreign legal information and to operate personalized service that can provide differentiated information services for each legislative support organization.

Personalized Recommendation System using Level of Cosine Similarity of Emotion Word from Social Network (소셜 네트워크에서 감정단어의 단계별 코사인 유사도 기법을 이용한 추천시스템)

  • Kwon, Eungju;Kim, Jongwoo;Heo, Nojeong;Kang, Sanggil
    • Journal of Information Technology and Architecture
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    • v.9 no.3
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    • pp.333-344
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    • 2012
  • This paper proposes a system which recommends movies using information from social network services containing personal interest and taste. Method for establishing data is as follows. The system gathers movies' information from web sites and user's information from social network services such as Facebook and twitter. The data from social network services is categorized into six steps of emotion level for more accurate processing following users' emotional states. Gathered data will be established into vector space model which is ideal for analyzing and deducing the information with the system which is suggested in this paper. The existing similarity measurement method for movie recommendation is presentation of vector information about emotion level and similarity measuring method on the coordinates using Cosine measure. The deducing method suggested in this paper is two-phase arithmetic operation as follows. First, using general cosine measurement, the system establishes movies list. Second, using similarity measurement, system decides recommendable movie list by vector operation from the coordinates. After Comparative Experimental Study on the previous recommendation systems and new one, it turned out the new system from this study is more helpful than existing systems.

CDSS enabled PHR system for chronic disease patients (만성 질병환자를 위한 CDSS를 적용한 PHR 시스템)

  • Hussain, Maqbool;Khan, Wajahat Ali;Afzal, Muhammad;Ali, Taqdir;Lee, Sungyoung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2012.11a
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    • pp.1321-1322
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    • 2012
  • With the advance of Information Technology (IT) and dynamic requirements, diverse application services have been provided for end users. With huge volume of these services and information, users are required to acquire customized services that provide personalized information and decision at particular extent of time. The case is more appealing in healthcare, where patients wish to have access to their medical record where they have control and provided with recommendation on the medical information. PHR (Personal Health Record) is most prevailing initiative that gives secure access on patient record at anytime and anywhere. PHR should also incorporate decision support to help patients in self-management of their diseases. Available PHR system incorporates basic recommendations based on patient routine data. We have proposed decision support service called "Smart CDSS" that provides recommendations on PHR data for diabetic patients. Smart CDSS follows HL7 vMR (Virtual Medical Record) to help in integration with diverse application including PHR. PHR shares patient data with Smart CDSS through standard interfaces that pass through Adaptability Engine (AE). AE transforms the PHR CCR/CCD (Continuity of Care Record/Document) into standard HL7 vMR format. Smart CDSS produces recommendation on PHR datasets based on diabetic knowledge base represented in shareable HL7 Arden Syntax format. The Smart CDSS service is deployed on public cloud over MS Azure environment and PHR is maintaining on private cloud. The system has been evaluated for recommendation for 100 diabetic patients from Saint's Mary Hospital. The recommendations were compared with physicians' guidelines which complement the self-management of the patient.

Development of User-customized Device Intelligent Character using IoT-based Lifelog data in Hyper-Connected Society (초연결사회에서 IoT 기반의 라이프로그 데이터를 활용한 사용자 맞춤형 디바이스 지능형 캐릭터 개발)

  • Seong, Ki Hun;Kim, Jung Woo;Sul, Sang Hun;Kang, Sung Pil;Choi, Jae Boong
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.6
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    • pp.21-31
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    • 2018
  • In Hyper-Connected Society, IoT-based Lifelog data is used throughout the Internet and is an important component of customized services that reflect user requirements. Also, Users are using social network services to easily express their interests and feelings, and various life log data are being accumulated. In this paper, Intelligent characters using IoT based lifelog data have been developed and qualitative/quantitative data are collected and analyzed in order to systematically grasp emotions of users. For this, qualitative data through the social network service used by the user and quantitative data through the wearable device are collected. The collected data is verified for reliability by comparison with the persona through esnography. In the future, more intelligent characters will be developed to collect more user life log data to ensure data reliability and reduce errors in the analysis process to provide personalized services.

TV Watching Pattern Analysis System based on Multi-Attribute LSTM Model (다중속성 LSTM 모델 기반 TV 시청 패턴 분석 시스템)

  • Lee, Jongwon;Sung, Mikyung;Jung, Hoekyung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.4
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    • pp.537-542
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    • 2021
  • Smart TVs provide a variety of services and information compared to existing TVs based on the Internet. In order to provide more personalized services or information, it is necessary to analyze users' viewing patterns and provide customized services or information based on them. The proposed system receives the user's TV viewing pattern, analyzes it, and recommends a TV program or movie as customized information to the user. For this, the system was constructed with a preprocessor and a deep learning model. The preprocessor refines the name of the TV program watched by the user, the date the TV program was watched, and the watched time. Then, the multi-attribute LSTM model trains the refined data and performs prediction.The proposed system is a system that provides customized information to users, and is believed to be a leading technology in digital convergence that combines existing IoT technology and deep learning technology.

A Study on Information Needs and Behavior for the Development of Academic Library Services (대학도서관 서비스 개발을 위한 이용자 정보요구 및 정보행위 연구)

  • Kim, Hyeyoung;Kim, Giyeong;Min, Yoonkyung;Lee, Jee Yeon
    • Journal of the Korean Society for information Management
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    • v.38 no.2
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    • pp.305-336
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    • 2021
  • This study explored the user's information needs and information behavior for the development of academic library services. The content analysis of qualitative data showed that the in-depth interview participants have six types of information needs such as 'suitability, up-to-dateness, uniqueness, reliability, practicality, and convenience' while going through societal, educational, and research-related changes. Interview participants solved their information needs by acquiring the resources necessary for each individual's task through information behaviors using information media, human resources and the places. Each participant tried to solve his/her information problem through individual efforts based on their different media and information utilization capabilities. Based on the analysis, this study presented four directions in the development of academic library services. They are an personalized information literacy service, a space to meet the characteristics of information needs, an infrastructure platform for exchanging human resources, and an accessible support service for utilizing information media.