• Title/Summary/Keyword: Collaborative Analysis

Search Result 916, Processing Time 0.027 seconds

The Effect of Asset Specificity, Information Sharing, and a Collaborative Environment on Supply Chain Management (SCM): An Integrated SCM Performance Formation Model (자산전용성과 협업환경하에서의 정보공유가 공급사슬에 미치는 영향 : 통합적 SCM 성과형성 모델)

  • Kim, Tae-Ryong;Song, Jang-Gwen
    • Journal of Distribution Science
    • /
    • v.11 no.4
    • /
    • pp.51-60
    • /
    • 2013
  • Purpose - The objective of this paper is to investigate the effect of asset specificity, the level of information sharing, the importance of information sharing, and an integrated collaborative environment on supply chain performance. Research design, data, and methodology - Data collection was implemented as follows: questionnaires were distributed to 250 companies that have business ties with Halla Climate Control Corporation. The empirical study to test our hypothesis was based on statistical analysis (using SPSS 18.0 and AMOS 18.0). The hypothesis of this paper is that the asset specificity variable has positive effects on the following variables: Level of information sharing, the importance of information sharing, and integrated collaborative environment. Moreover the variables, the level of information sharing, and the importance of information sharing are strongly influenced by the variable integrated collaborative environment, and these when combined, have an effect on the dependent variable, supply chain performance. We tested our hypothesized model utilizing path analysis with latent variables. Results - According to the results of our analysis, hypothesis H1, which tests whether there is a relationship between asset specificity and the integrated collaborative environment, is supported at the 0.01 level. Hypotheses H2 and H3 were also confirmed, and asset specificity had positive effects (+) on the level of information sharing variable. The importance of the information sharing variable was statistically significant at the 0.01 level. Hypotheses H4 and H5 posited that the integrated collaborative environment variable would have a positive effect on the level of information sharing; the importance of information sharing variable was strongly supported statistically, with a significant p-value below. Moreover, the level of information sharing (H6), and the importance of information sharing (H7) variables also had a statistically relevant influence on supply chain performance. As a result, existence of a collaborative system between companies would influence supply chain performance by strengthening real-time information access and information sharing. Thus, it is important to construct a collaborative environment where information sharing among companies and cooperation is possible. Conclusions - First, with rapid changes in the business environment, it becomes necessary for enterprises to acquire the right information in order to properly implement SCM. For successful SCM, firms should understand the importance of collaboration with supply chain partners and an internally built collaboration system, which in turn will better promote a partnership commitment with suppliers as well as collaborative integration with buyers. A collaborative system, as we suggest in this paper, facilitates the maintenance of a long-term relationship of trust, and can help reinforce information sharing. Second, it is necessary to increase information sharing over time via a collaborative system so that employees of the suppliers become aware of the system. The more proactive and positive attitudes are towards such a collaborative system by the managerial group, the higher the level of information sharing will be among the users. Successful SCM performance is achieved by information sharing through a collaborative environment rather than by investing only in setting up an information system.

  • PDF

An Efficient Weighted-Collaborative Sensing Scheme in Cognitive Radio

  • Huang, Xiaoge;Han, Ning;Zheng, Guanbo;Sohn, Sung-Hwan;Kim, Jae-Moung
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.32 no.10A
    • /
    • pp.984-991
    • /
    • 2007
  • Cognitive Radio is an advanced enabling techlology for efficient utilization of under-utilized spectrum since it is able to sense the temporally available spectrum and adapt its parameters to fully utilize the frequency band. Recent investigation suggests that spectrum sensing is compromised when a cognitive radio user suffers from the environment with fading or shadowing. In order to combat the effect, collaborative sensing is considered to be a promising way, which combines the sensing result of each user to achieve good performance. However, the conventional collaborative sensing is not efficient when users suffer different fading environments. In this paper, we propose a weighted-collaborative scheme that considers using the weights of each collaborative CR user, which can achieve better sensing performance under both fast and slow fading environments. The analysis of the simulation resultsproves that the weighted-collaborative scheme improves sensing performance obviously and outperforms the conventional method.

Feasibility Analysis of Establishment of the Collaborative Repository for Public Libraries in Korea (공공도서관 공동보존서고 건립의 타당성 분석)

  • Yoon, Hee-Yoon
    • Journal of Korean Library and Information Science Society
    • /
    • v.44 no.2
    • /
    • pp.5-26
    • /
    • 2013
  • The goal of this study is to analyze the feasibility of establishment of the collaborative repository for public libraries in Korea. To that end, its feasibilities were analyzed from the sides of the relevant laws, national policy, library's recognition, and actual collection space. As a result, the feasibility of establishment of the collaborative repository was revealed by enough. Accordingly, based on the this basic research, there is a need to develop immediately the construction and operation model of the collaborative repository. And the Ministry of Culture, Sports and Tourism, and metropolitan city and province must grant priority of cultural policy in the establishment of the collaborative repository.

Analyzing the Domestic Collaborative Research Network in Industrial Engineering (국내 산업공학 공동연구 네트워크 분석)

  • Jeong, Bokwon;Lee, Hakyeon
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.40 no.6
    • /
    • pp.618-627
    • /
    • 2014
  • This paper aims to construct and analyze the domestic collaborative research network in industrial engineering. Using co-authorship information contained in the papers published in the two journals of the Korean Institute of Industrial Engineers, the collaborate research network at the institutional level is constructed. The core institutions in the network are identified by means of the centrality indexes of social network analysis. In addition, the five types of roles of the institutions in industry-university-institute cooperation are examined through brokerage analysis: coordinator, consultant, gatekeeper, representative, and liaisons. The findings are expected to be fruitfully utilized in formulation of R&D strategy of relevant organizations and technology policy making for promoting collaborative research in industrial engineering.

The Research Collaboration Pattern of Library and Information Science Field in Korea: Application of Collaboration Indices (국내 문헌정보학 분야의 연구협업 패턴에 관한 연구: - 협업지수의 적용 -)

  • Park, Ji-Hong;Heo, Ji-Young
    • Journal of Korean Library and Information Science Society
    • /
    • v.48 no.1
    • /
    • pp.191-206
    • /
    • 2017
  • The purpose of this study is to compare the characteristics of research collaborations in the field of LIS. While there are several studies under the unit of analysis of country, there are only a few studies under the unit of analysis of institution in LIS field. For this analysis, we selected eight journals in the KCI (Korea Citation Index) web site, which correspond to the field of LIS through subject classification. The collaborative indices, Collaborative Coefficient, Co-Authorship Index, Local Collaborative Index (LCI), Domestic Collaborative Index (DCI) allowed us to comparatively analyze institutional collaboration patterns in LIS field. In the case of Chung-Ang University, Yonsei University, and Ewha Womans University, collaborative research among professors, graduate students, and professors reflected the fact that collaborations among universities are often performed with professors. In the case of KISTI, which showed a very high index value, the characteristics of project-based research are reflected in the research collaboration pattern.

A Study on Comparison Analysis of Collaborative Filtering in Java and R

  • Nasridinov, Aziz;Park, Young-Ho
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2013.11a
    • /
    • pp.1156-1157
    • /
    • 2013
  • The mobile application market has been growing extensively in recent years. Currently, Apple's App Store has more than 400,000 applications and Google's Android Market has above 150,000 applications. Such growth in volumes of mobile applications has created a need to develop a recommender system that assists the users to take the right choice, when searching for a mobile application. In this paper, we study the recommendation system building tools based on collaborative filtering. Specifically, we present a study on comparison analysis of collaborative filtering in Java and R statistical software. We implement the collaborative filtering using Java's Apache Mahout and R's recommenderlab package. We evaluate both methods and describe the advantages and disadvantages of using them in order to implement collaborative filtering.

An Investigation on the Efficiency of Research Collaborations: Data Envelopment Analysis and Stochastic Frontier Analysis on Bio-technology R&D Projects

  • Og, Joo-Young;Hwang, Jung-Tae
    • Asia-Pacific Journal of Business
    • /
    • v.10 no.2
    • /
    • pp.1-12
    • /
    • 2019
  • Collaborative research and development (R&D) has been encouraged based on the belief that knowledge spill-over is mutually beneficial for partners. Although the benefits are supported by science and technology policy research, the risk of R&D collaboration has not been extensively discussed. Two independent studies suggest that there are risks associated with the overuse of collaborative research frameworks. Two sets of R&D collaboration data were analyzed: between the national bio-technology research program and 1) Data Envelop Analysis (DEA), and 2) between Stochastic Frontier Analysis (SFA). In the case of SFA, output measures were integrated into a single output, with weights extracted from research programme managers' responses to the questionnaire. While the DEA result demonstrated the inefficiency of collaborative research, SFA did not. Unlike previous research highlighting risks associated with disclosing proprietary R&D and potential conflict of interest, our study indicates that the transaction's social cost affects collaborative research efficiency. Therefore, governments promoting R&D collaborations should be carefully managed, and policy makers must reconsider the strict conditions governing compulsory collaborative R&D programs.

Influence of Relationship Factors on Collaborative IT Activities and Firm Performance (기업간 관계요인이 협업적 IT 활동과 기업성과에 미치는 영향)

  • Jang, Si-Young;Choi, Young-Jin
    • Korean Management Science Review
    • /
    • v.23 no.2
    • /
    • pp.1-16
    • /
    • 2006
  • With the diffusion of the Internet, firms try to electronically collaborate with their partners in order to cut costs and gain profits. This, electronic Partnership, called 'Collaborative IT' is quite popular between large purchase enterprises and small-to-medium sized sub-contractors. This study investigates such relations. This study proposes three groups of research variables-interorganizational relationship, collaborative IT activity, and firm performance. the interorganizational relationship consists of trust, commitment, and asymmetry of commitment. Collaborative IT activity is composed of information sharing and workflow integration. The ultimate dependent variable is firm performance. It is hypothesized that the relationship factors influence the level of collaborative IT activity, while the latter in turn affects the firm performance. The relationship factors nay also directly affect the dependent variable. In addition, collaborative IT motive, as a moderating variable, may influence the causal relationship. By means of survey, ore hundred and eighty-two responses were obtained. Most sample companies are small-sized, in the manufacturing sector. The analysis of data reveals that both trust and commitment positively affects the level of collaborative IT activity, while asymmetry of commitment has negative effects. The workflow integration is significantly related with firm performance. Information sharing, however, has no signific3nt effects. Furthermore, asymmetry of commitment shows reverse relationship with firm performance. Collaborative IT motive works as a moderating variable between information sharing and firm performance. Finally, workflow integration is believed to mediate between relationship factors and firm performance.

A Model for the Establishment of the Collaborative Repository for Public Libraries in Korea (공공도서관 공동보존서고 건립모형 연구)

  • Yoon, Hee-Yoon
    • Journal of Korean Library and Information Science Society
    • /
    • v.44 no.3
    • /
    • pp.51-74
    • /
    • 2013
  • The goal of this study is to suggest the models for establishing the collaborative repository for public libraries in Korea. For this purpose, author analyzed the collection space shortage of public libraries, priority of establishment of collaborative repositories by province, key functions and practices to accomplish, and a desirable location. And based on these analysis results, author proposed the basic principles and architectural scales of the collaborative repositories, transfer criteria and ownership of public library' collection, desirable management and operation unit of the collaborative repository. Therefore, the government and all of metropolitan must establish the collaborative repositories as soon as possible.