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Hybrid Intelligent Web Recommendation Systems Based on Web Data Mining and Case-Based Reasoning

  • Kim, Jin-Sung
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.3
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    • pp.366-370
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    • 2003
  • In this research, we suggest a hybrid intelligent Web recommendation systems based on Web data mining and case-based reasoning (CBR). One of the important research topics in the field of Internet business is blending artificial intelligence (AI) techniques with knowledge discovering in database (KDD) or data mining (DM). Data mining is used as an efficient mechanism in reasoning for association knowledge between goods and customers' preference. In the field of data mining, the features, called attributes, are often selected primary for mining the association knowledge between related products. Therefore, most of researches, in the arena of Web data mining, used association rules extraction mechanism. However, association rules extraction mechanism has a potential limitation in flexibility of reasoning. If there are some goods, which were not retrieved by association rules-based reasoning, we can't present more information to customer. To overcome this limitation case, we combined CBR with Web data mining. CBR is one of the AI techniques and used in problems for which it is difficult to solve with logical (association) rules. A Web-log data gathered in real-world Web shopping mall was given to illustrate the quality of the proposed hybrid recommendation mechanism. This Web shopping mall deals with remote-controlled plastic models such as remote-controlled car, yacht, airplane, and helicopter. The experimental results showed that our hybrid recommendation mechanism could reflect both association knowledge and implicit human knowledge extracted from cases in Web databases.

A study on the subjective participation plan in community welfare by the medium of the field practicum for social work student in undergraduate courses (사회복지과 학생의 현장실습을 통한 지역사회복지의 주체적 참여방안 연구)

  • Lee Jae-Ho
    • Management & Information Systems Review
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    • v.18
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    • pp.163-182
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    • 2006
  • In social welfare arena field practicum has been an essential instrument and method for social work students to get socialized to the social work professional. However, to whom involve in the actual field practicum-universities(or colleges), institutes - have some difficulties. On the base of community welfare is a clinical approach in this times. To strengthen community welfare policy, the beginning of community welfare committee is such a good opportunity to tackle the problems of the field practicum. This study suggest that the problem of the field training are 1) a guidance of an individual social work institute, 2) the lack of social work institute, 3) the absence of the trainee's sense of values, 4) the bad conditions of the field practicum for social work students in undergraduate courses at the university(or college), and 5) the lack of professionalism for supervisors. This study makes the following social work suggestions to vitalize field practicum in community welfare. It is more likely important to 1) make the law of the field practicum for undergraduate social work courses, 2) make the coordinated programs of the field practicum for undergraduate social work course in community welfare, 3) enlarge the opportunity that a field specialist take further education, 4) support and carry of supervisor reeducation, 5) make the program development of trainee's personal experiences in social work values, and 6) social work professors make a practice in the social work field.

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A Study on the Adaptation of the Traditional Costume for Fashion Design (패션디자인을 위한 전통복식의 활용현황에 관한 연구)

  • 금기숙
    • Journal of the Korean Society of Costume
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    • v.43
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    • pp.69-82
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    • 1999
  • This study is focused on the aesthetic application of traditional Korean dress(Items) to the contemporary fashion design. The results are as follows: (1) Each traditional dresses have revealed their aesthetic characteristics according to the periods or time. (2) The dresses of certain period figures and items had been limited in use in fashion design today. (3) The most favoured dresses adapted in fashion design were Chosun costume and female top items were the most preferred in use. (4) The colors applied to the fashion design were also limited. The bright and strong color groups were the most popular colors among fashion designers for their works. White which stands for the image of korean and their dresses were also preferred in use. Therfore experts in various arena of fashion business have to keep in mind following problems:(1) They have to study traditional dresses to enhance their historic knowledges and appreciate their aesthetic beauties (2) Various kinds of dresses from many periods items should be tried to adapt in fashion design by the designers. (3) Various male attires also should be adapted in fashion design. (4) various methodologies are recommended to apply in fashion design (5) fashion moods should be examined to make the krean fashion design rich The plastic characteristics of Korean traditional dresses could be interpreted as a tunnel to show the esprit of Korean and the aesthetic of Korean dresses through the works of fashion design for the international fashion markets or societies.

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A Simulation Analysis for the Shortening of the Patients' Stay Time in the Emergency Department (응급실 체류시간 단축을 위한 시뮬레이션 분석)

  • Lee, Jung-Man;Kim, Mi-Yi;Kim, Dong-Hyun;Lee, Jong-Il;Kim, Ki-Man;Lee, Young-Hoon;Kim, Seung-Ho;Park, Yu-Suk
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.32 no.4
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    • pp.17-24
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    • 2009
  • The purpose of this research is to find the reasons of overcrowding in the emergency department of an hospital, then to shorten the total stay time of patients. The fact that main causes of the overcrowding exist in the process of the emergency department was discovered by analysis of the data. In order to improve these process, simulation model was developed by ARENA 7.0. Staff's service time, staff's organization, process ratio, and patient's waiting time were estimated in the simulation model in consideration of the decision of the patient's course of action. Several scenarios such as the simplification of the process, the setup of dedicated pathology lab, and mixed method were suggested and evaluated. Total stay time of the patients would be reduced up to 28.45%.

A Study on the Stage Lighting Design by the Type of Performance Hall (극장 형태에 따른 무대조명 디자인 기법에 관한 연구)

  • Lee, Jang-Weon;Kim, Myung-Nam
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2009.05a
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    • pp.224-229
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    • 2009
  • A Study on the Stage Lighting Design by the Type of Performance Hall The purpose of this study is to inquire into the practice of lighting design which is changed by type of stage Proscenium Stage, Thrust Stage, Arena Stage, and Flexible Stage, which have originated from ancient Greek theatre and are still used in contemporary theatre. This studt takes a good at the practical application of lighting design to different types of stage, through which it is expected to improve the understanding of lighting as a part of performing arts and to develop the quality of stage arts. The way of lighting design by type of stage can be acstracted as the following. This is expected to be of a great help to stage arts as well as different lighting designs for each type of stage. The methodology of lighting design might have limits in its application to practice in the current war Id where theatre structures and lighting equipments are fast-developing and ever-changing. However, lighting design can develop based on the basic design concepts as the researches of all fields can develop by applying their basic theories.

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Direct Geo-referencing for Laser Mapping System

  • Kim, Seong-Baek;Lee, Seung-yong;Kim, Min-Soo
    • Proceedings of the KSRS Conference
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    • 2002.10a
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    • pp.423-427
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    • 2002
  • Contrary to the traditional text-based information, 4S(GIS,GNSS,SIIS,ITS) information can contribute to the citizen's welfare in upcoming era. Recently, GSIS(Geo-Spatial Information System) has been applied and stressed out in various fields. As analyzed the data from GSIS arena, the position information of objects and targets is crucial and critical. Therefore, several methods of getting and knowing position are proposed and developed. From this perspective, Position collection and processing are the heart of 4S technology. We develop 4S-Van that enables real-time acquisition of position and attribute information and accurate image data in remote site. In this study, the configuration of 4S-Van equipped with GPS, INS, CCD and eye-safe laser scanner is shown and the merits of DGPS/INS integration approach for geo-referencing is briefly discussed. The algorithm of DGPS/INS integration fur determination of six parameters of motion is eccential in the 4S-Van to avoid or simplify the complicated computation such as photogrammetric triangulation. 4S-Van has the application of Laser-Mobile Mapping System for three-dimensional data acquisition that merges the texture information from CCD camera. The technique is also applied in the fields of virtual reality, car navigation, computer games, planning and management, city transportation, mobile communication, etc.

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A Study on the Expressive Types Analysis of Floral Art Design in Interior Space (실내공간의 화예디자인 표현유형 분석에 관한 연구)

  • Kim Jun-Yon;Han Young-Ho
    • Korean Institute of Interior Design Journal
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    • v.14 no.4 s.51
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    • pp.106-113
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    • 2005
  • The advancements of the society aggravate ecological problems, and it is at a point where our living environment is under a serious threat. To resolve such problems, environmental friendly design concepts are evolving through various naming conventions such as conservation of global environment, environmental symbiosis, friendly environmental, nature-friendly, environmental friendly type, green building and eco-construction. Accordingly, in this research, for the purposes of healthy living environmental construction, nature as the subject of its design and highly praised as a new design arena, floral art design theory and its functions, as well as its examples are explored. With the Information available, I was able to confirm that, in interior decorating, floral art design is used as a tool for expressing environmental friendly space, and gradually its necessity and the scope of its application have been broadened. Therefore, utilization of floral art design is to fabricate environmental friendly interior space; and it is expected as a substitute for accomplishing green amenity, and its study should continue for the years to come.

The "Warm Zone" Cases: Environmental Monitoring Immediately Outside the Fire Incident Response Arena by Firefighters

  • Caban-Martinez, Alberto J.;Kropa, Bob;Niemczyk, Neal;Moore, Kevin J.;Baum, Jeramy;Solle, Natasha Schaefer;Sterling, David A.;Kobetz, Erin N.
    • Safety and Health at Work
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    • v.9 no.3
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    • pp.352-355
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    • 2018
  • Hazardous work zones (i.e., hot, warm, and cold) are typically established by emergency response teams during hazardous materials (HAZMAT) calls but less consistently for fire responses to segment personnel and response activities in the immediate geographic area around the fire. Despite national guidelines, studies have documented the inconsistent use of respiratory protective equipment by firefighters at the fire scene. In this case-series report, we describe warm zone gas levels using multigas detectors across five independent fire incident responses all occurring in a large South Florida fire department. Multigas detector data collected at each fire response indicate the presence of sustained levels of volatile organic compounds in the "warm zone" of each fire event. These cases suggest that firefighters should not only implement strategies for multigas detector use within the warm zone but also include respiratory protection to provide adequate safety from toxic exposures in the warm zone.

Factors of Successful Policy Implementation in National Projects for Technology Innovation (과학기술혁신을 위한 National Project의 성공적 정책집행의 요인)

  • Cho, Gug-Hyeon
    • Journal of Technology Innovation
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    • v.12 no.3
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    • pp.73-96
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    • 2004
  • This research began by recognizing the development of telecommunication skill in a short period of time as one achievement of launching the national research and development (R&D) project for the diversification of telephone service and for the solution of telephone holdup rate. Under this concern, this research is focusing on searching the influential elements on successful outcome by analyzing the case of Time Division Exchange R&D Project carried out by Korea. Those variables for analyzing the case is limited to 7 definite variables, which are "willingness of policy making organization", "participation of manufacturers and buyers", "support from research and development group", "economy of operating methods and selection of machinery", "rate of technology transfer", "support from Fixer", and "quality management". Summarizing the result of analysis, in order to bring about technological innovation, knowledge creation activity leading to upward efficiency through competition and cooperation making a harmony should be done in one mechanism. I.e., launching an innovative policy should be done in an arena of competition and cooperation, where stability of implementing system is achieved, the entity of "Fixer" is an adequate operator, and competition and cooperation is efficiently managed, among where agreement on purpose and professional opinions are reflected.

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Organizational Citizenship Behavior in the ERP System Context: The Relationships between Work Efficiency, Information Quality, Intention of IT Innovation, and Organizational Citizenship Behaviors (ERP시스템 영역에서의 조직시민행동: 업무효율성, 정보의 질 및 IT혁신의도와의 관계)

  • Yoon, Cheol-Ho
    • Asia pacific journal of information systems
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    • v.16 no.3
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    • pp.29-47
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    • 2006
  • Many companies have been implementing Enterprise resource planning (ERP) systems for their organizational transformation in order to survive and achieve strategic advantages in an increasing competitive business environment. Thus, it is meaningful to identify factors that affect ERP system operation positively. Organizational citizenship behaviors (OCB) are discretionary, extra-role behaviors of employees which go beyond the prescribed formal roles, and are known as to be the contribution factors for organization performance. The purpose of this study is to develop the measurements for the OCB constructs in ERP system context and empirically test the relationships between the OCB construct and ERP system success. The four constructs - altruism, conscientiousness and courtesy, civic virtue, and sportsmanship - and fifteen measurements on the OCB were developed based on previous studies (i.e. Organ 1988) and empirically verified by confirmatory factor analysis. The results of testing the relationships between the OCB and ERP system success show that the OCB have a significant direct impact on the information quality and intention of IT innovation while they have an indirect impact on work efficiency mediated by information quality. This study enhances the OCB model into information system arena and helps better understand the user behaviors of information systems.