• Title/Summary/Keyword: User Need

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Intelligent information filtering using rough sets

  • Ratanapakdee, Tithiwat;Pinngern, Ouen
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1302-1306
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    • 2004
  • This paper proposes a model for information filtering (IF) on the Web. The user information need is described into two levels in this model: profiles on category level, and Boolean queries on document level. To efficiently estimate the relevance between the user information need and documents by fuzzy, the user information need is treated as a rough set on the space of documents. The rough set decision theory is used to classify the new documents according to the user information need. In return for this, the new documents are divided into three parts: positive region, boundary region, and negative region. We modified user profile by the user's relevance feedback and discerning words in the documents. In experimental we compared the results of three methods, firstly is to search documents that are not passed the filtering system. Second, search documents that passed the filtering system. Lastly, search documents after modified user profile. The result from using these techniques can obtain higher precision.

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이용자의 지식상태와 브라우징 탐색에 관한 연구

  • 김영귀
    • Journal of Korean Library and Information Science Society
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    • v.18
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    • pp.245-268
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    • 1991
  • Some conclusions derived from the study are as follows : 1) Most conventional information retrieval systems require users do precisely that specify the information they require, but user's information needs are not always precise. 2) Information need arise from when users are in an anomalous stats of knowledge about some problem, so user's information needs are not always precise. 3) Information retrieval systems must assist to users make themselves correct, complement, and specify their information need. When information need arise, systems should understand the state of knowledge and will be design to present and specify their ill-defined potential information need. 4) Existing information retrieval techniques need a tool to complement current its disadvantages and to enhance retrieval efficiency. Browsing searching will be a role such as a tool. 5) Browsing searching can understand user's state of knowledge and assist to specify not only pre-searching information need but also changed information need during searching progress.

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다중 에이전트 기반 웹서비스와 RFID를 활용한 유비쿼터스 상기 서비스 구축

  • 권오병;김성한;최성철;박규로
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2004.11a
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    • pp.242-248
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    • 2004
  • Personalized reminder systems have to identify the user's current needs dynamically and proactively based on the user's current context. However, need identification methodologies and their feasible architectures for personalized reminder systems have so far been rare. Hence, this paper aims to propose a proactive need identification mechanism by applying agent and semantic web technologies and RFID-based context subsystem for a personalized reminder system, which is one of the supporting systems for a robust ubiquitous service support environment. We have created a prototype system, RFID-based NAMA (Need Aware Multi-Agent), to demonstrate the feasibility of the methodology and of the mobile settings framework that we propose in this paper. NAMA considers the context, user profile with preferences, and information about currently available services, to discover the user's current needs and then link the user to a set of services, which are implemented as web services.

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A Study on the Spatial Planning and the Characteristics of User's Need in the Children's Library (어린이도서관에 있어서 이용자요구특성과 공간구성에 관한 연구)

  • Lee, Jeong-Mi;Kwack, Dong-Wha;Lim, Che-Zinn
    • Korean Institute of Interior Design Journal
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    • v.16 no.6
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    • pp.213-223
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    • 2007
  • This study investigates the mutual effects of the physical environment and the characteristics of user's need in the children's libraries of open plan type. The children's library as a flexible space should accept user's diverse needs. Especially, Children express more positive and diverse behaviors than adults in physical environment. As the design information obtained from observation of children's behaviors are put to architectural design, the more affluent environment in which children can do positive behaviors can be made. We used two research methods of the behavior observation and interview for the children's library, and could formulate various using actions through the behavior setting observation for using library. A relational description for reading environment in this study, based on the affordance and the behavior setting theories, provided us with rich accounts for the psychological and sociocultural resources in the children's library. Consequently, the following results can be summarized. First, children need territories for family use and for place and are using library effectively through taking the two territories. Second, the zoning according to age category should be done, as behavior patterns were observed differently according to age. Third, the space composition with openness should be designed, as children need social relation and learning through imitation and observation.

Applying Rescorla-Wagner Model to Multi-Agent Web Service and Performance Evaluation for Need Awaring Reminder Service (Rescorla-Wagner 모형을 활용한 다중 에이전트 웹서비스 기반 욕구인지 상기 서비스 구축 및 성능분석)

  • Kwon, Oh-Byung;Choi, Keon-Ho;Choi, Sung-Chul
    • Journal of Intelligence and Information Systems
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    • v.11 no.3
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    • pp.1-23
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    • 2005
  • Personalized reminder systems have to identify the user's current needs dynamically and proactively based on the user's current context. However, need identification methodologies and their feasible architectures for personalized reminder systems have been so far rare. Hence, this paper aims to propose a proactive need awaring mechanism by applying agent, semantic web technologies and RFID-based context subsystem for a personalized reminder system which is one of the supporting systems for a robust ubiquitous service support environment. RescorlaWagner model is adopted as an underlying need awaring theory. We have created a prototype system called NAMA(Need Aware Multi-Agent)-RFID, to demonstrate the feasibility of the methodology and of the mobile settings framework that we propose in this paper. NAMA considers the context, user profile with preferences, and information about currently available services, to discover the user's current needs and then link the user to a set of services, which are implemented as web services. Moreover, to test if the proposed system works in terms of scalability, a simulation was performed and the results are described.

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NAMA: A Context-Aware Multi-Agent Based Web Service Approach to Proactive Need Identification for Personalized Reminder System (NAMA: 개인화된 상기 시스템 구축에서의 선응적인 욕구 파악을 위한 상황인지가 가능한 다중 에이전트 웹서비스 접근법)

  • Kwon, Oh-Byung;Kim, Min-Yong;Choi, Sung-Chul;Park, Gyu-Ro
    • Asia pacific journal of information systems
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    • v.14 no.3
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    • pp.121-144
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    • 2004
  • Developing a personalized system on a user's behalf which is working around the Internet-based marketplace is one of the challenging issues in intelligent e-business, especially mobile commenrce. It has been highly recommended that such a mobile personalized system has to perceive the user's needs a priori by tracking user's current context such as location with activity and then to identify the current needs dynamically and proactively. Automatically and unobtrusively getting user's context is an inevitable feature for the development of autonomous mobile commenrce. However, personalization methodologies and their feasible architectures for context-aware mobile commerce have been so far very rare. Hence, this paper aims to propose a context-aware mobile commerce development methodology by applying agent and semantic web technologies for personalized reminder system, which is one of the mobile commerce support system. We revisited associationism to understand a buyer's need identification process and adopt the process as 'purchase based on association' to implement a personalized reminder system. Based on this approach, we have showed how the agent-based semantic web service system can be used to realize need-aware reminder system. NAMA(Need-Aware Multi-Agent), a prototype system, has been implemented to show the feasibility of the methodology and framework under mobile setting proposed in this paper. NAMA embeds bluetooth-based location tracking module and identify what a user is currently looking at through her/his mobile device such as PDA. Based on these capabilities, NAMA considers the context, user profile with preferences, and information about currently available services, to aware user's current needs and then link her/him to a set of services, which are implemented as web services.

A Study of Software Development Method with Visual Presentation Language - Case Study Architecture Total Solutional Software (시각적 언어를 사용한 소프트웨어 개발 프로세스에 관한 연구 - 건축 통합 솔루션 소프트웨어 개발을 중심으로)

  • 김성곤
    • Archives of design research
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    • v.15 no.3
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    • pp.103-114
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    • 2002
  • Recently, it is more important to do part of software designers for developing user-centered software. They produce visual document for helping communication between developers and visual diagram for analyzing user need factors based on user scenario. Case study of architecture real dispatch service can show developing samples. It is important to produce visual document for one combined opinion between developers in process of defining of development boundary, main concept development, selecting of development system. And visual document process with visual language by software designer is step for recognizing of user need factors before developing interface design in process of collecting design factors of user and environment and analyzing design factor by user scenario. Also, in process of interface and prototype development, it need visual document for peaceful and concord process between developers. Those visual documents with visual language could help to define developers role and duty, user-centered concept development and various interface development proposal during software developing.

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Ways to Revitalize Bibliotherapy Services in Public Libraries Based on User Perception and Need (이용자의 인식과 요구를 통해 본 공공도서관 독서치료 서비스의 활성화 방안)

  • Kim, Kyung-Sook;Song, Jung-Sook
    • Journal of the Korean Society for Library and Information Science
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    • v.47 no.1
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    • pp.349-376
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    • 2013
  • The purpose of this study is to understand user perception and need of bibliotherapy services in public libraries. A survey was conducted using a questionnaire that asked 648 public library users in Busan, Ulsan, and Gyeongsangnam-do to give their opinions on bibliotherapy services in public libraries, along with the particular areas of the service with which they thought needed the most improvement. The results of the questionnaire were analyzed in order to suggest ways to revitalize bibliotherapy services provided in public libraries.

A Feedback Clue Model for Dynamically Updating e-book Content from User Feedback (전자책에서 동적 사용자 피드백의 편집을 위한 피드백 클루 모델의 제안)

  • Choi, Ja-Ryoung;Hwang, JungSoo;Sin, Eun-Joo;Lim, Soon-Bum
    • Journal of Korea Multimedia Society
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    • v.20 no.2
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    • pp.313-321
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    • 2017
  • The emergence of E-book have allowed readers to interact with other readers and to actively participate (e.g. social reading). Furthermore, there is a growing demand in writer's community to take the advantage of the feedback from their readers to update the content of E-book. To do that, they require the service that utilizes the user feedback while creating or updating the e-book content. This study aims to let authors collect and to apply the reader's feedback on E-book content. However, in order to apply the user feedback, users first need to explicitly type the feedback, and even if they do, authors need to develop the software to automatically analyze and to apply the user feedback. This makes difficult for authors without programming background to produce E-book with automatic content adaptation. In this paper, we propose Feedback Clue Model to generate, analyze and apply the user feedback into E-book content. Based on this model, we develop the block editor which allows easy implementation of E-book that can be dynamically updated.

An Auto Playlist Generation System with One Seed Song

  • Bang, Sung-Woo;Jung, Hye-Wuk;Kim, Jae-Kwang;Lee, Jee-Hyong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.10 no.1
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    • pp.19-24
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    • 2010
  • The rise of music resources has led to a parallel rise in the need to manage thousands of songs on user devices. So users have a tendency to build playlist for manage songs. However the manual selection of songs for creating playlist is a troublesome work. This paper proposes an auto playlist generation system considering user context of use and preferences. This system has two separated systems; 1) the mood and emotion classification system and 2) the music recommendation system. Firstly, users need to choose just one seed song for reflecting their context of use. Then system recommends candidate song list before the current song ends in order to fill up user playlist. User also can remove unsatisfied songs from the recommended song list to adapt the user preference model on the system for the next song list. The generated playlists show well defined mood and emotion of music and provide songs that the preference of the current user is reflected.