• Title/Summary/Keyword: information needs analysis

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A multi-resolution analysis based finite element model updating method for damage identification

  • Zhang, Xin;Gao, Danying;Liu, Yang;Du, Xiuli
    • Smart Structures and Systems
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    • v.16 no.1
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    • pp.47-65
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    • 2015
  • A novel finite element (FE) model updating method based on multi-resolution analysis (MRA) is proposed. The true stiffness of the FE model is considered as the superposition of two pieces of stiffness information of different resolutions: the pre-defined stiffness information and updating stiffness information. While the resolution of former is solely decided by the meshing density of the FE model, the resolution of latter is decided by the limited information obtained from the experiment. The latter resolution is considerably lower than the former. Second generation wavelet is adopted to describe the updating stiffness information in the framework of MRA. This updating stiffness in MRA is realized at low level of resolution, therefore, needs less number of updating parameters. The efficiency of the optimization process is thus enhanced. The proposed method is suitable for the identification of multiple irregular cracks and performs well in capturing the global features of the structural damage. After the global features are identified, a refinement process proposed in the paper can be carried out to improve the performance of the MRA of the updating information. The effectiveness of the method is verified by numerical simulations of a box girder and the experiment of a three-span continues pre-stressed concrete bridge. It is shown that the proposed method corresponds well to the global features of the structural damage and is stable against the perturbation of modal parameters and small variations of the damage.

A Scheme of Data-driven Procurement and Inventory Management through Synchronizing Production Planning in Aircraft Manufacturing Industry (항공기 제조업에서 생산계획 동기화를 통한 데이터기반 구매조달 및 재고관리 방안 연구)

  • Yu, Kyoung Yul;Choi, Hong Suk;Jeong, Dae Yul
    • The Journal of Information Systems
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    • v.30 no.1
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    • pp.151-177
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    • 2021
  • Purpose This paper aims to improve management performance by effectively responding to production needs and reducing inventory through synchronizing production planning and procurement in the aviation industry. In this study, the differences in production planning and execution were first analyzed in terms of demand, supply, inventory, and process using the big data collected from a domestic aircraft manufacturers. This paper analyzed the problems in procurement and inventory management using legacy big data from ERP system in the company. Based on the analysis, we performed a simulation to derive an efficient procurement and inventory management plan. Through analysis and simulation of operational data, we were able to discover procurement and inventory policies to effectively respond to production needs. Design/methodology/approach This is an empirical study to analyze the cause of decrease in inventory turnover and increase in inventory cost due to dis-synchronize between production requirements and procurement. The actual operation data, a total of 21,306,611 transaction data which are 18 months data from January 2019 to June 2020, were extracted from the ERP system. All them are such as basic information on materials, material consumption and movement history, inventory/receipt/shipment status, and production orders. To perform data analysis, it went through three steps. At first, we identified the current states and problems of production process to grasp the situation of what happened, and secondly, analyzed the data to identify expected problems through cross-link analysis between transactions, and finally, defined what to do. Many analysis techniques such as correlation analysis, moving average analysis, and linear regression analysis were applied to predict the status of inventory. A simulation was performed to analyze the appropriate inventory level according to the control of fluctuations in the production planing. In the simulation, we tested four alternatives how to coordinate the synchronization between the procurement plan and the production plan. All the alternatives give us more plausible results than actual operation in the past. Findings Based on the big data extracted from the ERP system, the relationship between the level of delivery and the distribution of fluctuations was analyzed in terms of demand, supply, inventory, and process. As a result of analyzing the inventory turnover rate, the root cause of the inventory increase were identified. In addition, based on the data on delivery and receipt performance, it was possible to accurately analyze how much gap occurs between supply and demand, and to figure out how much this affects the inventory level. Moreover, we were able to obtain the more predictable and insightful results through simulation that organizational performance such as inventory cost and lead time can be improved by synchronizing the production planning and purchase procurement with supply and demand information. The results of big data analysis and simulation gave us more insights in production planning, procurement, and inventory management for smart manufacturing and performance improvement.

The Current Status of Elementary School Students' Information Dysfunction and the Information & Communication Ethics Education - focus on 5th & 6th graders in Chungbuk area - (초등학생의 정보화 역기능과 정보통신윤리교육 실태 -충북지역 5.6학년 학생들을 중심으로-)

  • Kim, Hyeongman;Jo, Miheon
    • The Journal of Korean Association of Computer Education
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    • v.16 no.1
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    • pp.23-32
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    • 2013
  • Although Internet provides a lot of convenience such as easy accessibility, interactivity, concurrency, openness, subsequent dysfunction causes serious problems. Especially elementary school students are indiscriminately exposed to the problems, and thus information communication ethics education is needed for the students. This study conducted a survey with randomly selected 5th and 6th graders in Chungbuk area, and analyzed 'students' experience and perception related to information dysfunction' and 'their experience and perception related to information & communication ethics education at school'. In addition, for the detailed understanding of students' current status and accompanying instructional approach, an additional analysis was conducted to examine the existence of the difference according to students' gender and grade. As a result, significant differences were found according to students' gender and grade in their experience and perception related to the information dysfunction and information & communication ethics education. Considering such differences according to students' gender and grade, appropriate instructional approach needs to be prepared to satisfy students' needs for more effective information & communication ethics education.

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A Study on the Information Needs and Behavior of Visually Handicapped (시각장애인의 정보요구 및 이용행태에 관한 연구 - 대구광역시립수성도서관 이용자를 중심으로 -)

  • Oh, Seon-Kyung
    • Journal of Information Management
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    • v.41 no.1
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    • pp.97-126
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    • 2010
  • Many visually handicapped people face difficulties with using libraries. Public libraries are thus required to meet the need of visually handicapped people. Public libraries should guarantee the visually handicapped the right to use appropriate services. If so, the visually handicapped can improve their life quality by decreasing information gap and increasing information comprehension or accessibility. This study is designed to analyze how visually handicapped people can use public libraries. Based on the analysis, this study can provide actual suggestions to improve opportunities for the visually handicapped to use libraries. Data are collected from visually handicapped people who are the members of Suseong Public Library, Daegu, Korea. In specific, this study can analyze various characteristics(i.e., information needs, selection and use behavior of information sources, difficulties and gaps to access information, use behavior and service satisfaction of public library) regarding their library use by telephone interviews.

A Study on the Information Use Behavior of Academic Researchers Using Archival Institutions (기록관리기관 이용 학술연구자의 정보이용행태 연구)

  • Seong, Myeon-seob;Rieh, Hae-young
    • Journal of Korean Society of Archives and Records Management
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    • v.20 no.3
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    • pp.119-138
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    • 2020
  • Today's information services in most archival institutions implement the same administrative procedures for general users and academic researchers, leading to issues hindering the latter's research activities. As such, this study presents a direction for the effective provision of information services by investigating and analyzing information sources mainly used by academic researchers, who are one of the major user groups; researchers' use behaviors in archival institutions; and experiences and perceptions on the such institutions' information services. In particular, surveys and interviews were conducted, and 75 questionnaire responses and 8 interview results were analyzed. The results of the analysis were summarized into the researcher's background information, information sources used, behaviors in using archival institutions' services, information service utilization, improvement requirements, and desired services. Through the results' implications, plans for the provision of information services by archival institutions were proposed based on the researchers' needs and preferences.

Analysis of Consumer Information on Electronic Commerce -In the Internet Shopping Mall- (전자상거래에서의 소비자정보 분석 -인터넷 쇼핑몰을 중심으로-)

  • 조희경;이기춘
    • Journal of the Korean Home Economics Association
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    • v.38 no.2
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    • pp.139-153
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    • 2000
  • The purpose of this study is to prove asymmetric Consumer Information on Electronic Commerce. For this purpose, 93 internet shopping-malls was analyzed into three contents of consumer information. Major findings are as follows : First, the overall level of consumer information contents through purchase process was very low. The reason is that most electronic consumers were dissatisfied with consumer information provided by internet shoppingmall. Second, consumer information of purchase-stage was insufficient for electronic consumer. Especially most shoppingmalls did not provide Use-information and comparing information. This implies electronic consumer can't meet their consumer information needs, so they cannot make rational decision. Third, consumers were faced with asymmetric Consumer Information problem on electronic commerce. So consumer education for electronic commerce is needed.

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Improvement of architectural engineering design education process through an analysis of BIM courses (국내 BIM 교육과정 분석을 통한 건축공학 설계교육 프로세스 개선)

  • Kang, Da-Young;Shin, Kyoo-Chul
    • Journal of the Korea Institute of Building Construction
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    • v.10 no.3
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    • pp.145-153
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    • 2010
  • Public institutions and owners have been introduced to Building Information Modeling (BIM) tools. BIM has become an important factor in the design process in undergrad programs. The purpose of this study is to demonstrate the improvement of the architectural engineering design process through an analysis of BIM courses. BIM education courses are analyzed to compare the level of detail in BIM education. An architectural engineering design class needs to involve BIM in the introduction of an integrated design process. An architectural engineering design process needs to be based on understanding design, building structures, construction and building services. 3D Modeling helps support an understanding of building structure and eco-friendly element analysis. The new process of architectural engineering design education is proposed as a result of this research.

Analysis on Reliabilities of Seoul's Trunk Bus Lines Using BMS Data (through Data Envelopment Analysis) (BMS 자료를 이용한 서울시 간선버스의 정시성 분석(자료포락분석기법을 적용하여))

  • O, Mi-Yeong;Jeong, Chang-Yong;Son, Ui-Yeong
    • Journal of Korean Society of Transportation
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    • v.27 no.1
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    • pp.63-71
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    • 2009
  • The purpose of this paper is to identify unreliable routes in the view of users. After headway error ratio per route and travel time error ratio per route were calculated by using BMS data, reliability which incorporated two indicators each route was calculated through data envelopment analysis. Reliability among routes and among traffic zones was compared through the results, the needs to improve severely unreliable routes and to show passengers adjusted bus schedule information considering current reliability were suggested. As a future study, reliability evaluation framework of each route needs to be developed considering operation environment by analyzing bus card data (passengers and operation speed etc.) and pooly unreliable route should be managed strictly and reformed.

Needs Analysis for Home Rehabilitation Services by Disabled Person in the Rural Areas (농촌 재가 장애인의 가정방문 재활서비스 욕구도 분석)

  • Yi, Chung-Hwi;Lee, Hyun-Ju;Park, Kyoung-Hee;Ahn, Duck-Hyun
    • Physical Therapy Korea
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    • v.9 no.2
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    • pp.61-81
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    • 2002
  • The purposes of this research were to investigate home care rehabilitation services in rural areas and to collect basic data about disabled persons necessary when for carrying out rehabilitation services. Respondents were selected from six of a total of eight townships (Myon) and one town (Eup) in the Wonju city area. Wonju is in Kangwon Province (Do). Of a total of 338 names provided by the Myon offices, 298 persons were located and included registered and non-registered persons. Conditions included stroke, spinal cord injury, and cerebral palsy in addition to disabilities classified as first, second or third degree, in the case of registered cases. Respondent demographic characteristics, medical characteristics, rehabilitation service needs, willingness to receive rehabilitation service and individual opinions regarding rehabilitation services were analysed by frequency and percentage. The results were as follows: 1) Rehabilitation services received by disabled persons living at home in the rural areas surrounding Wonju city were medical rehabilitation (41.7%), diagnosis (36.5%), rehabilitation assistive devices (7.6%), social assistance (7.1%), rehabilitation counseling (3.0%), vocational rehabilitation (1.8%), educational rehabilitation (1.6%) and housekeeping services (0.5%). The majority of rehabilitation services were medical rehabilitation provided at hospitals and oriental medicine hospitals. 2) Sixty point eight percent of respondents expressed their willingness to receive home care rehabilitation services. Needs expressed were highest for medical rehabilitation (27.0%), followed by social assistance (19.4%), medical examination (12.4%), physician-generated diagnosis in the home setting (11.6%), sociopsychological rehabilitation (9.3%), vocational rehabilitation (7.6%), rehabilitation engineering (6.0%), educational rehabilitation (3.3%), and housekeeping services (3.3%). 3) Rehabilitation service needs were analyzed by severity classification: 65.8% of first degree, 62.7% of second degree and 55.6% of third degree disability classification, and 62.7% of non-registered disabled individuals responded that rehabilitation service was necessary. 4) Rehabilitation service needs were also analyzed by diagnosis: 62.6% of stroke, 85.5% of amputation, 60.0% of spinal cord injury and 52.4% of traumatic brain injury respondents answered positively that they were willing to receive rehabilitation service if it were to be provided. Rehabilitation service utilization data of disabled individuals living at home in rural areas were investigated and their rehabilitation needs analyzed. This critical information can be used when community-based rehabilitation programs for disabled persons living at home are planned for provision out of a public health center or when community-based rehabilitation welfare policy is formulated.

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An Educational Needs Analysis of Home Economics Teachers for Food Literacy Education in Secondary School Home Economics (중등 가정과 푸드리터러시 함양 식생활교육에 대한 가정과 교사의 교육 요구도 분석)

  • Song, Yunmi;Lee, Kyung Won
    • Journal of Korean Home Economics Education Association
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    • v.35 no.2
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    • pp.41-59
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    • 2023
  • This study aimed at analyzing the educational needs of home economics teachers for food literacy cultivation education in secondary school home economics. A total of 192 home economics teachers were surveyed about their perceptions of importance and performance of food literacy education content categories and elements, and their priorities were identified. Among the 38 content elements presented, home economics teachers recognized that the current performance level was significantly lower than that of the importance over 34 content elements. Based on the Borich educational needs assessment and the Locus for Focus Model, we identified five content elements with 'very high' educational needs ('food security/food sovereignty', 'reducing food-related waste', 'food waste management and recycling', 'food-related waste recycling', and 'country of origin information'), and four content elements with 'high' educational needs ('genetically modified food', 'ethical food consumption', 'food additives', and 'eco-friendly agricultural products'). These results indicate that dietary education in secondary school home economics should emphasize both the production and disposal of food. The findings of this study suggest implications for the needs for a new dietary education in secondary school home economics that allows students to learn all stages of food system. These results can also be used as a basis for dietary education for cultivating food literacy in secondary school home economics education.