• Information Systems Review
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• v.26 no.1
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• pp.337-353
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• 2024

The purpose of this study is to investigate the relationship between consumer reviews and managerial responses, aiming to explore the necessity of webcare for efficiently managing consumer reviews. We intend to propose a methodology for effective webcare and to construct a webcare model using machine learning techniques based on an audiobook platform. In this study, we selected four audiobook platforms and conducted data collection and preprocessing for consumer reviews and managerial responses. We utilized techniques such as topic modeling, topic inconsistency analysis, and DBSCAN, along with various machine learning methods for analysis. The experimental results yielded significant findings in clustering managerial responses and predicting responses to consumer reviews, proposing an efficient methodology considering resource constraints and costs. This research provides academic insights by constructing a webcare model through machine learning techniques and practical implications by suggesting an efficient methodology, considering the limited resources and personnel of companies. The proposed webcare model in this study can be utilized as strategic foundational data for consumer engagement and providing useful information, offering both personalized responses and standardized managerial responses.

• Korean Journal of Construction Engineering and Management
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• v.11 no.3
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• pp.55-63
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• 2010

Although the environmental conflicts regarding noise and vibration are continually increasing during construction, noise and vibration occurring in construction are only managed in construction phase. Noise and Vibration occurring in construction are considered to be insufficient, so we find that noise and vibration management in design phase has to be operated for reducing. The objective of this paper is to present noise and vibration management lists to consider in design phase for enhancing efficiency in noise and vibration management and to develop the appraisal sheets for designers to evaluate and the manuals to easily use management lists. To achieve this, we identify the noise and vibration management lists to consider in design phase through analyzing the previous literatures and confirm the 9 lists through conducting a research with experts in environmental area for verifying the propriety of lists. Also, this study applies to AHP technique to identify the priority and the weight evaluation among the lists. Through this study, we identify the most efficient lists, including from the low noise and low vibration methods, the noise and vibration reduction by blasting works, the installment and the arrangement of noise and vibration control equipments, for noise and vibration management in design phase. The achievement of this study will help to prevent the environmental disputes and conflicts in advance and will consider utilizing for the successful construction project.

• Journal of the Korean Society for information Management
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• v.29 no.4
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• pp.295-312
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• 2012

This research aims to present the ego-centered topic citation analysis, which is a new application of White's ego-centered citation analysis, for analyzing multilayered knowledge structure of a subject domain. An experimental topic citation analysis was carried out on the folksonomy research documents retrieved from Web of Science. Ego-centered topic citation analyses on folksonomy research domain were conducted in three stages: ego-documents set analysis, topic citation identity analysis, and topic citation image analysis. The results showed that the ego-centered topic citation analysis suggested in this study was successfully performed to illustrate the inner and the outer knowledge structures of folksonomy research domain.

• Korean Journal of Environment and Ecology
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• v.9 no.2
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• pp.115-125
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• 1996

To investigate the plant community structure in Pinus densiflora forests of Odaesan National Park, fourty plots(each size was 100m$^{2}$) were set up in Sogumgang and Woljongsa area. The classification by the TWINSPAN and DCA ordination techniques were applied to the survey area. Pinus densiflora forests were divided into five community types, which were Betula schmidtii-Acer pseudosieboldianum-Styrax obassia, Quercus variabilis-S. obassia, Q. serrata-Q. vareabilis, Q. mongolica, Abies holo[hylla. The successional trend of Pinus densiflora forests was seem to be seral stage from Pinus densiflora to Quercus spp.. And Abies holophylla was competition species with Pinus densiflora in Woljongsa area. So, management of Pinus densiflora forests requires to conserve for the diversity of mountain landscape resource and gene science.

• Journal of Korean Society of Forest Science
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• v.84 no.4
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• pp.456-464
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• 1995

The objectives of this study were to (a) describe and quantify the socio-psychological outcomes of forest recreationist, (b) to describe the setting attributes facilitating the outcomes, and (c) to identify which attributes were most important to visitors. During the spring of 1995, 426 visitors from the Worak-san National Park selected for this study. This study identified nine resource attributes (physical, social and managerial), and twelve socio-psychological outcomes on the forest reccreation values. This study also determined that a significant linear relationship exists between resource attributes and visitors' experience outcomes. Use of information on the socio-psychological outcomes sought by recreationists is discussed. Such information would aid in the developing recreation inventory, selecting management tools and techniques, and in the differential economic valuation of recreation resources.

• The Korean Journal of Financial Management
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• v.13 no.1
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• pp.203-220
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• 1996

본 연구에서는 우리나라 채권시장의 변동성 분석과 추정을 위하여 Markov-Switching ARCH (SWARCH)모형과 GMM모형 및 I-GARCH모형을 적용하였다. 관측된 자료는 1993년 1월에서부터 1996년 4월까지의 주별 91일물 양도성 예금증서 수익률이다. 본 연구에서 채권 수익률 분산과정의 추정을 위해 사용하는 SWARCH 모형은 경제나 채권시장의 국면전환으로 말미암아 채권수익률의 변동성이 이질적인 분포에서 오는 경우 서로 다른 분산 국면의 확률적 식별이 가능할 뿐만 아니라 지속성이 GARCH모형보다 작아서 조건부 변동성의 예측력이 뛰어난 모형으로 알려져 있다. 또한 SWARCH모형은 베이즈이론에 의한 확률의 개념으로 국면전환을 추정하기 때문에 주관적인 국면전환시점의 판단이 불필요하다는 장점을 가진다 여러 가지 모형들의 추정결과 I-GARCH 모형과 SWARCH 모형등이 우리나라 단기 채권수익률의 조건부 변동성을 비교적 잘 설명해 내는 것으로 나타났으며 우리나라 단기 채권시장은 1993년 6월부터 1993년 12월초까지, 1994년 7월경부터 1995년 5월경까지 비교적 높은 변동성을 유지하였으며 그후로는 변동성이 등락을 계속하는 것으로 추정되었다. 본 연구의 결과 아직은 태동단계에 머물러 있는 한국 채권시장의 시계열적 특성을 체계적으로 문서화하고 정교하고 다양한 최근 계량기법을 체계적으로 정리하고 응용하여 시장 참가자들의 기회비용과 시행착오의 기간을 단축시키는데 도움을 줄 수 있을 것으로 기대된다.

• Journal of the Korean Society for information Management
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• v.23 no.2
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• pp.147-165
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• 2006

The explosive growth of Web-based educational resources requires a new approach for accessing relevant information effectively. Social searching in the context of social navigation is one of several answers to this problem, in the domain of information retrieval. It provides users with not merely a traditional ranked list, but also with visual hints which can guide users to information provided by their colleagues. A personalized and context-dependent social searching system has been implemented on a platform called KnowledgeSea II, an open-corpus Web-based educational support system with multiple access methods. Validity tests were run on a variety of aspects and results have shown that this is an effective way to help users access relevant, essential information.

• Journal of KIISE:Computing Practices and Letters
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• v.14 no.9
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• pp.884-891
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• 2008

As the scale of RFID systems grows, decrease in recognition rate of collision between readers is becoming an issue. Time division technique may solve the problem, but this will cause total recognition time to increase. This issue must be solved for real-time inventory control. In this study, total recognition time was improved by placing ARCM in RFID systems. ARCM maintains short recognition time through efficient utilization of frequency channel and manages RFID systems to recognize the tag by avoiding interference. As the result of using ARCM, saving maximum 20% of time was possible.

• Journal of Korean Society of Steel Construction
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• v.13 no.5
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• pp.467-476
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• 2001

The construction of highway bridges is almost complete in many countries including the United States. The government and highway agencies change the focus from constructing to maintaining To maintain the bridges effectively there is an urgent need to assess actual bridge loading carrying capacity and to predict their remaining life. The system reliability techniques have to be used for this purpose. Based on lifetime distribution (function) techniques this study illustrates how typical highway bridges can be modeled to predict their remaining life. The parameters of lifetime distribution are generated by Monte. The results can be used for optimization of planning interventions on existing bridges.

• Proceedings of the Korea Water Resources Association Conference
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• 2008.05a
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• pp.2015-2018
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• 2008

도시에서 하천의 모습은 시대와 함께 변화하여 왔다. 치수의 대상이 되어 제방이 높아 졌고 사람들의 생활에서 조금씩 떨어져 나왔다. 고 밀도화가 진행되는 도시지역에서 치수사업으로 하천정비를 하면서 하도의 직강화 및 콘크리트라이닝이 일반적이 되었고, 하천을 복개하여 주차장이나 도로로 이용하게 되어 도시 생태계를 단절하고 도시인들의 정서를 황폐하게 만들었다. 이에 본 연구는 부산의 23개의 복개하천 중 주요 복개하천 20개소를 선정하여 복개하천의 관리 실태조사 및 복원가능성을 평가하였다. 평가방법으로는 해당하천을 총괄지수, 제방지수, 생태지수, 하천지수로 나누어 평가함으로써 부산시내 하천평가 및 복원가능성을 제시하였다. 연구순서로는 부산시 하천을 크게 4개의 권역으로 나누고 각 하천에 대한 문헌조사, 현장조사 후 하천평가(도시하천의 하천평가기법 개발 및 적용, 2007 윤세의)를 실시하였다. 평가 결과 도시화가 많이 진행된 유역을 가진 하천 일수록 모든 지수들이 낮게 나와 하천총괄지수와 도시화의 진행정도는 밀접한 관계가 있음을 알 수 있었다. 본 연구는 도심복개하천의 기초자료로서의 활용, 복개하천의 이용실태를 파악하고 개선방안을 제시해 기초 자료로서의 활용에 목적이 있다.