Recently, the market competition has been fiercer due to the acceleration of technological change and the launch of intelligent products. In this situation, technology cooperation activities through networks rather than independent technological innovation activities of a single company or institution are recognized as a crucial strategy to gain competitiveness. Technology cooperation can take various forms depending on the target technology, and researchers have conducted performance analyses of technology cooperation types. However, there have not been data-based quantitative studies on the types and trends of technology cooperation for the target technology. In this paper, we explored the difference between the technology cooperation types by technology and time using the formal concept analysis method and co-patent information. In particular, the proposed methodology has been verified through the case study of electric vehicles, and it is intended to suggest the direction of technological cooperation according to specific technologies and cooperation targets in the future

As various accidents have occurred in underground spaces, we aim to improve the quality validation standards and methods as specified in the Regulations on Producing Integrated Map of Underground Spaces devised by the Ministry of Land, Infrastructure and Transport of the Republic of Korea for a high-quality integrated map of underground spaces. Specifically, we propose measures to improve the quality assurance of pipeline-type underground facilities, the so-called life lines given their importance for citizens’ daily activities and their highest risk of accident among the 16 types of underground facilities. After implementing quality validation software based on the developed quality validation standards, the adequacy of the validation standards was demonstrated by testing using data from two-dimensional water supply facilities in some areas of Busan, Korea. This paper has great significance in that it has laid the foundation for reducing the time and manpower required for data quality inspection and improving data quality reliability by improving current quality validation standards and developing technologies that can automatically extract errors through software.

본 연구는 중국 C2C 중고거래 플랫폼의 사용자 연구대상으 로 정보기술 수용과 사용 태도에 대해 설명력이 높다고 인정받 고 있는 기술수용모델(TAM)을 토대로 핵심 변수 외 다양화된 정보시스템 환경을 반영하는 변수로 주목받고 있는 지각된 유 희성을 추가 변수로 지정하였다. 본 연구는 가설을 검증하기 위해 중국 C2C 중고거래 플랫폼에 대한 경험 있는 사용자들을 대상으로 조사를 실시하였다. 총 400부의 설문지를 배포하였으 며 회수된 설문지를 선별하여 총 362부 유효 설문지가 선출되 었다. 또한, C2C 중고거래 플랫폼 특성 변인인 정보 대칭성을 규명하고, 이를 바탕으로 정보의 이용 가치를 높이고 활성하기 위한 전략 방향에 시사점을 제시하는 데 그 목적을 둔다. 그리 고 마케팅 연구의 학문적 발전에 기여하고 기업에는 중고 플랫 폼을 활용한 마케팅 전략 수립 시 실무적인 도움을 제공할 수 있을 것으로 기대한다.

Recent developments in information and communication technologies (ICT) can be applied in stores, and the number of fashion stores that have introduced and utilized ICT are increasing. By applying a literature review and empirical research, the types of ICT service factors of fashion stores were identified and categorized. The effect of their importance on consumer behavioral intentions was analyzed. Next, using factor analysis on the ICT service factors, five factors were identified and named as follows: smart space services, smart payment services, virtual image services, product information services, and smart access services. The importance of these factors was then analyzed. The importance of each factor and detailed questions was rated above average. After examining the effect of ICT service on behavior intention, issues such as purchase intention, revisit intention, and word of mouth intention were found to have significant influence. This study is meaningful in that it derives the importance factors of ICT services that can be used in fashion stores in a situation where retail techniques become important and expand, and provides marketing strategies related to consumer behavior according to detailed factors. With retail tech becoming more important and expanding, it is necessary to provide various services that consumers value by utilizing ICT in fashion stores. Considering the results of this study, ICT technology and services of various fashion stores can be effectively utilized and retail tech utilization performance can be improved.

항공 및 지리 공간 기술은 연구자 및 농업관련 실무자들이 더욱더 쉽게 접근할 수 있게 되었으며, 이러한 기술은 농업과 임업에 있어 현재 병해충 관리의 변화에 중추적인 역할을 할 수 있다. 지난 20년 동안 위성, 유무인항공기, 스펙트럼 센서들, 정보 시스템 및 자동화 현장 장비들의 기술들은 병해충을 감지하고, 특정 지점에 대한 병해충을 방제하는데 사용되어져 왔다. 빅 데이터 기반한 인공 지능과 함께 항공 및 지리 정보 기술의 가용 함에도 불구하고 이러한 기술을 사과 IPM에 적용하는 것은 아직 실현되지 않았다. 본 논문은 사과연구소에서 수행한 사례 연구를 통해 사과 IPM 개선에 활용할 수 있는 항공 및 지리 정보기술의 발전과 한계에 대해 논하고자 한다.

Data on patent and scientific paper is considered as a useful information source for analyzing technological information and has been widely utilized. Technology big data is analyzed in various ways to identify the latest technological trends and predict future promising technologies. Clustering is one of the ways to discover new features by creating groups from technology big data. Patent includes refined bibliographic information such as patent classification code whereas scientific paper does not have appropriate bibliographic information for clustering. This research proposes a new approach for clustering data of scientific paper by utilizing reference titles in each scientific paper. In this approach, the reference titles are considered as textual information because each reference consists of the title of the paper that represents the core content of the paper. We collected the scientific paper data, extracted the title of the reference, and conducted clustering by measuring the text-based similarity. The results from the proposed approach are compared with the results using existing methodologies that one is the approach utilizing textual information from titles and abstracts and the other one is a citation-based approach. The suggested approach in this paper shows statistically significant difference compared to the existing approaches and it shows better clustering performance. The proposed approach will be considered as a useful method for clustering scientific papers.

In this paper, we identify risk factors that are likely to occur during the lifecycle of a new product development (NPD) project from the literatures, and identify the three objectives or three constraints that will ultimately be achieved for project success in the ICT industry : performance (scope/quality), schedule (time), and cost. Firstly, we interviewed the project experts to classify the risk factors according that the final project objectives are changeable based on scope/quality, time and cost budget constraints. Secondly, the survey for pairwise comparisons between the risk factors was asked to the project managers and members who had ever actually participated in the NPD projects of ICT industry to determine the priority ranks on relative importance using AHP (Analytic Hierarchy Process). The risk factors negatively affecting the goals of projects were analyzed by using the AHP respectively in four project stages during the life cycle of the project. The comparison of risk factors within each stage is a different approach unlike the literatures which have covered project’s overall risk assessment. There is an advantage that risk management can be effectively performed with priorities according to each stage from the start to the end of the project. In other words, it is necessary to identify what risk factors will occur in each stage, and to have ideas at each stage with the priorities so that they can be mitigated and eliminated before actual occurrence. As a result, risks on scope & quality changes were found to be the most important considerations for initiative stage of NPD projects in the ICT industry, whereas in the final stage, risks on schedule (time) changes were the most important priorities. Among the ICT industry product categories, ‘communication and broadcasting devices’ and ‘IT and communication based devices’ generally have a high priority in terms of risks on scope & quality changes when initiating the project. At the closing stage of the project, however, considering that schedule (time) changeable risk is getting higher, these products tend to target at B2B market rather than B2C because the new products must be delivered and launched in time as customer firm required.

Since the so-called diesel gates of German automobiles, interest in environmentally-friendly vehicles has been rising, among other alternatives, hydrogen-fueled electric vehicles with 0% vehicle emissions are expected to replace a significant portion of passenger cars. Here, we analyze trends of US, Europe, PCT (WO) 3-patent offices application of hydrogen-fueled electric vehicles and analyze the patent application trends of national and individual companies, the patent application trend of detailed technology through clustering analysis, technology competitiveness. The global market for hydrogen-fueled electric vehicles, which is currently only 0.01% of other alternatives, is expected to grow to several percent in 2020. Major automobile makers such as Japan, United States of America, Germany, and Korea continue to fiercely compete for eco-friendly vehicles.

본 연구는 혁신주체 간 협력이 기술혁신 성과에 미치는 영향을 알아보기 위해 사회네트워크분석 및 분산분석 그리고 회귀분석을 실시하였다. 2009년부터 2012년까지 한국 특허청의 공동 출원인 자료를 토대로 네트워크 구조 변수 및 특성 변수를 도출하였다. 이를 통해 전체 네트워크의 구조적 유형, 혁신주체 별 역할 그리고 혁신 성과에 영향을 미치는 네트워크 특성 변수가 무엇인지를 실증 분석하였다. 분석결과를 요약하면 다음과 같다. 첫째, 특허 공동출원 인 네트워크는 비교적 소규모 그룹들이 산재해 있는 분산집중형 좁은세상 네트워크 구조이며 혁신주체들이 비교적 느슨하게 연결되어 있었다. 둘째, 특허 공동출원인 네트워크에서 가장 중심적인 역할을 하는 것은 대학교로 밝혀졌으나 협력 파트너의 다양성은 모든 혁신주체가 비슷하였다. 셋째, 익숙한 몇몇 협력 파트너로부터 얻는 신속하고 정확성이 높은 지식이 다양한 분야의 협력 파트너로부터 얻는 생소한 지식보다 성과를 창출하는 데에 보다 긍정적이었다.

오늘날 우리나라 교육이 창의융합 교육을 강조하고 있음에도 불구하고 창의융합 교육의 중요 요소로서 공간정보기술에 대한 인식은 매우 낮으며 학교 현장에서 공간정보기술을 활용한 교육이 시행되기에는 그 여건이 매우 열악하다. 본 연구는 스마트폰 과 공간정보기술을 활용하여 수업모듈을 개발하고 개발한 수업모듈의 적용을 통해 그 교육적 효과를 살펴보고자 하였다. 이를 위해 본 연구에서는 스마트폰과 공간정보기술을 활용한 우리 지역 소음지도 만들기 수업모듈을 개발하였다. 이어서 개발한 수업모 듈을 정규수업, 자율동아리 활동, 창의적 체험활동 프로그램 등 다양한 수업형태에 적용하였다. 적용 결과, 우리 지역에 대한 관심, 공간정보기술 관련 지식, 공간정보기술 활용능력 세 가지 영역에서 모두 유의미한 긍정적 변화를 확인할 수 있었다. 또한, 학생들과 교사 모두 스마트폰과 공간정보기술을 활용한 수업에 대해 흥미와 효용성 등의 측면에서 긍정적으로 평가하는 것을 알 수 있었다

21세기 정보화 사회에서 창의적이고 융합적인 교육이 강조되고 있다. 해외의 경우 창의융합 교육의 대표적 형태로 STEM (Science, Technology, Engineering & Mathematics) 교육이 강조되고 있으며, STEM교육의 한 요소로서 공간정보는 매우 중요하게 인지되고 있다. 공간정보의 중요성에 대한 인식은 미국, 영국 등 외국의 공간정보 구축 기관에서 K-12 수준에서 쉽게 활용할 수 있는 공간정보 기반 교육 서비스를 제공하도록 유도하였다. 우리나라에서도 창의융합 교육이 강조되고 있지만 공간정보가 일선 학교현장에서 활발히 사용되고 있지는 않다. 본 연구는 공간정보가 초, 중, 고등학교 수준에서 활발히 활용되도록 공간정보 구축 기관에서 마련해야 할 교육서비스 제공 방안에 초점을 두었다. 이를 위해 2장에서는 공간정보를 활용한 수업의 교육적 효과를 살펴보고, 3장에서는 300여명의 초, 중, 고등학교 교사를 대상으로 공간정보기반 교육 활성화를 위해 필요한 요구사항을 조사하였 으며, 4장에서는 공간정보기반 교육 서비스를 제공하는 해외사이트들을 분석하였다. 이를 토대로 공간정보 기반 교육서비스 제공 전략을 모색하였다.

According to the growth of internet technology, people can experience the various internet services. Especially, SNS(Social Network Service) is an online platform that is used by people to build social networks or social relations with other people who share personal interests, activities or real-life connections using their photos. In this paper, we propose a new photomosaic method that considers social network information. The proposed algorithm to make photomosaic using photos belonging to users who were connected to each other in SNS. In order to realized this, matching function is proposed for considering relationship of users who had close connections to the user, and who were annotated in up-loaded image.