• Title/Summary/Keyword: Exploration and Exploitation

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Working Mechanisms of Organizational Ambidexterity for Creative Performance (창의적 성과를 제고하는 조직 양면성 구현양식에 대한 연구)

  • Kwon, Jung-Eon;Woo, Hyung-Rok
    • Knowledge Management Research
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    • v.17 no.2
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    • pp.51-73
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    • 2016
  • The organizational ambidexterity has been emerging as the way to gain competitive advantage in turbulent environment. The concept of ambidexterity is simultaneously accomplishing the balance between the activities of exploration and exploitation, and overcoming their conflicting tension. The beneficial merits of ambidexterity has been investigated in innovation, financial performance, strategic management, and etc. Our study focused on the impact of ambidextrous activities on creative performance. Although three ambidextrous modes-structural ambidexterity, contextual ambidexterity, and sequential ambidexterity-have been already acknowledged, scant studies suggested the specific mechanisms to achieve ambidexterity in practice at the operating level. To address the issue we performed the semantic network analysis on the basis of the previous literatures prescribing ambidexterity theory. We took interview with 21 teams to explore behaviors of teams from the ambidextrous perspective, and then interpreted the relationship among words which appeared in the interview. This study found the appropriate mechanism which alleviate tension revealed by exploitation and exploration exist as practical reality. We demonstrated how these ambidextrous mechanisms can be used to generate the creative performance as well as examined various antecedents. These findings would contribute to the more fine-grained understanding of organizational ambidexterity, especially in conjunction with organizational creativity.

The Characteristics of Network and Innovation in the IT Venture Company: Examining the Roles of Absorptive Capacity

  • Han, Su Jin;Kang, Sora
    • Journal of Information Technology Applications and Management
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    • v.22 no.3
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    • pp.129-141
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    • 2015
  • The purpose of this study is to provide an explanation for the association between the characteristics of a network and the type of innovation by considering the effect of absorptive capacity. To do so, this study examined the moderating effects of absorptive capacity on the characteristics of network-innovation relationship in a technical-driven venture company. In order to obtain a better understanding about consequences caused by interfirm network, information was obtained from 169 Korean IT venture companies. Results confirmed that the network diversity is positively associated with exploration. Our results also suggested that the network strength is positively associated with exploitation. Finally, we found a positive two-way interaction between absorptive capacity and the network diversity-exploration relationship. Then, we discussed implications and directions for future research.

The role of openness in open collaboration: A focus on open-source software development projects

  • Lee, Saerom;Baek, Hyunmi;Oh, Sehwan
    • ETRI Journal
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    • v.42 no.2
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    • pp.196-204
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    • 2020
  • Open-source software development projects are well suited for exploring new ideas and acquiring knowledge from developers outside of the project. In this paper, we examine the impact of external developers on innovation in open-source software development from the perspective of organizational learning theory. We examine the roles of external and internal developers, who "explore" and "exploit," respectively, on the innovation performance of 17 691 open-source software development projects whose data is stored in the GitHub platform. The results indicate that a multifaceted strategy, in which the exploitation successfully supports the exploration, is most effective for their success. The results also indicate that the role of exploration decreases after the release of the software.

Impact of IT Exploration & Exploitation Capability upon Organizational Agility: Evidence from Small and Medium Sized Logistics Firms in South Korea (IT 탐색 및 활용 역량이 조직 민첩성에 미치는 영향: 국내 중소 물류기업을 대상으로 한 실증 연구)

  • Nam, Seunghyeon;Kim, Taeha
    • Knowledge Management Research
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    • v.21 no.4
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    • pp.287-300
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    • 2020
  • We investigate empirically the impact of IT exploration & exploitation capability and operational capability upon organizational agility, especially small and medium sized firms in the logistics industry in South Korea. Based on literature on the bilateral relationship between organizational agility and IT capability, we follow the established research model and propose hypotheses. This work takes an empirical methodology to test the hypotheses: design survey questionnaires, collect data, test reliability and validity of data, and finally test the hypotheses. Our results based on the data collected in 2018 present that IT exploration & exploitation capability significantly increases operational capability, and operational capability increases organizational agility. We find our contribution in updating previous research findings with recent data and in expanding the domain of research more specifically into small and medium sized firms in logistics industry in South Korea. Practically our work suggests that managers and policy makers should consider both fostering newly emerging IT exploration and existing IT resource exploitation capability in order to enhance organizational agility of those small and medium sized firms in logistics industry.

Space Exploitation Act : Its Implication and Application (우주개발진흥법의 적용과 실제)

  • Shin, Hong-Kyun
    • The Korean Journal of Air & Space Law and Policy
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    • v.20 no.2
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    • pp.277-292
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    • 2005
  • The major object of the Space Exploitation Act lies in defining and governing the object and definition which is distinct from the ones regulated by the Aerospace Industry Act. The concept of "space exploitation" defined in the Act is defined for that purpose. The space exploitation is defined as a comprehensive concept including the research and development of the space technology which is only enabled through the actual utilization and space exploration activities. Based upon such conceptualization, any problem related to the present legal system might be put up with, especially space exploitation being differentiated from the space industry. On the other hand, the Act is to make the international obligations derived from the international treaties be fulfilled through the minimal regulation with respect to the space activities such as space object registration procedure, the licensing regime of launching activities from the korean territory, etc.

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The International Learning of a Korean IT Venture Firm : A Case Study of UniData Communication Systems (한국 IT 벤처기업의 국제화 학습: 유니데이타커뮤니케이션(주) 사례)

  • Park, Sang-Gyu;Moon, Hwy-Chang
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.7 no.1
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    • pp.73-86
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    • 2012
  • This paper explains the contribution of international learning to the business performance through strengthening the international learning capability of the organization. This is consistent with the previous literature that the organization's international experience is an important determinant of the international performance and the learning capability, strengthened through organizational learning, contributes to the business performance. In addition, this paper analyzes the characteristics of international learning of a venture business, which has actively pursued internationalization, by categorizing exploitation and exploration. An important result is that the small-sized venture firm, which is weak in internal resources compared with large firms, utilizes partner network more actively to accumulate international experience by exploration. We can then confirm that this international experience strengthens learning capability and gives positive effects on the business performance.

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Effects of Platform-based Exploratory and Exploitative Technology Strategy on Firm's Performance: Nanotechnology case (탐험과 활용관점 플랫폼 기술 포트폴리오 전략이 성과에 미치는 영향: 나노기술을 중심으로)

  • Moon, Hee-Sung;Shin, Juneseuk
    • Journal of Technology Innovation
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    • v.27 no.1
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    • pp.45-77
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    • 2019
  • The balance between exploration for new possibility and exploitation for existing certainty is an important issue in strategy, innovation, R&D as well as organization learning. Among the convergence trends of technologies, many firms seek to have the wider technological knowledge assets and the deeper technology capabilities for the sustainable competitive advantage at the same time. While firms plan technology portfolio strategies, they should consider the attribute of the technology. Nanotechnology, a cutting-edge technology, is a general purpose technology, unlike conventional product-oriented technologies. This empirical study was focused on how multi-national firms' exploration and exploitation strategies for nanotechnology affect their innovative and financial performance. It uses multiple regression analysis on panel data. This result shows that the more diversified and specialized nanotechnology as platform technology is positively related to their innovative and financial performance, unlike the research results for product-oriented technologies. In addition, exploratory innovation is more effective to firm performance than exploitation. This implies how global firms can manage effectively platform technology strategies under the constraints of resources.

An Improved Particle Swarm Optimization for Economic Dispatch Problems with Prohibited Operating Zones (경제급전 문제에의 개선된 PSO 알고리즘 적용)

  • Jeong, Yun-Won;Lee, Woo-Nam;Kim, Hyun-Houng;Park, Jong-Bae;Shin, Joong-Rin
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.850-851
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    • 2007
  • This paper presents an efficient approach for solving the economic dispatch (ED) problems with prohibited operating zones using an improved particle swarm optimization (PSO). Although the PSO-based approaches have several advantages suitable to the heavily constrained nonconvex optimization problems, they still have the drawbacks such as local optimal trapping due to the premature convergence (i.e., exploration problem) and insufficient capability to find nearly-by extreme points (i.e., exploitation problem). This paper proposes an improved PSO framework adopting a crossover operation scheme to increase both exploration and exploitation capability of the PSO. The proposed method is applied to ED problem with prohibited operating zones. Also, the results are compared with those of the state-of-the-art methods.

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An Exploratory Study of the Effect of Buyer-supplier Relationship on Supplier's Innovation : Cases from Semiconductor Equipment Industry (구매자-공급자 관계가 공급자 혁신에 미치는 영향에 대한 탐색적 연구 : 반도체 장비 산업 사례를 중심으로)

  • Lee, Kangmun;Cho, Dong-sung;Lee, Yun-cheol
    • Knowledge Management Research
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    • v.10 no.4
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    • pp.163-183
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    • 2009
  • Numerous studies in the field of buyer-supplier relationship research have focused on the buyer's performance. In contrast, supplier's performance has been paid relatively little attention by researchers, especially the research about the supplier's innovation in the relationship is still in its early stage. In this paper, we examine the relation between the attribute of buyer-supplier relationship and the attribute of supplier's innovation through case research. We define the attribute of buyer-supplier relationship as 'tie strength' (Granovetter, 1973), and the attribute of supplier's innovation as 'exploitation or exploration' (March, 1991). We selected the semiconductor equipment industry of U.S.A, Japan and Korea and firm (JUSUNG Engineering) as cases that examine the relation. We found that a strong tie relationship is positively associated with supplier's exploitation based innovation, and a weak tie relationship is positively related to it's exploration based innovation in this research also. In addition, we could verify reduction of strong tie relationship cause supplier's organizational change.

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Affinity and Variety between Words in the Framework of Hypernetwork (하이퍼네트워크에서 본 단어간 긴밀성과 다양성)

  • Kim, Joon-Shik;Park, Chan-Hoon;Lee, Eun-Seok;Zhang, Byoung-Tak
    • Journal of KIISE:Computer Systems and Theory
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    • v.35 no.4
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    • pp.166-171
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    • 2008
  • We studied the variety and affinity between the successive words in the text document A number of groups were defined by the frequency of a following word in the whole text (corpus). In the previous studies, the Zipf's power law was explained by Chinese restaurant process and hub node was searched after by examining the edge number profile in scale free network. We have observed both a power law and a hub profile at the same time by studying the conditional frequency and degeneracy of a group. A symmetry between the affinity and the variety between words were found during the data analysis. And this phenomenon can be explained within a viewpoint of "exploitation and exploration." We also remark on a small symmetry breaking phenomenon in TIPSTER data.