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강근석 교수

Keumseok Kang

KAIST 김재철AI대학원 · 사회과학

연구실 소개

강근석 교수의 연구실은 정보시스템 개발, 소프트웨어 개발 성과, 글로벌 소프트웨어 팀의 지식 공유, 그리고 제조 및 서비스 시스템의 주문 수용 전략 등에 중점을 두고 있습니다. 특히 경험의 전이, 팀원 간 공유 경험의 영향, 미디어의 기능적 특성과 정보 보안 인식이 지식 공유에 미치는 영향을 다각도로 분석합니다. 연구는 실증 자료 기반의 데이터 분석과 이론적 틀을 융합하여 실무적 통찰을 제공합니다. 특히 소프트웨어 개발의 성과를 좌우하는 핵심 지식 요소와 시간 경과에 따른 경험의 감소 효과에 대한 깊이 있는 분석을 수행합니다.

경험 전이지식 공유소프트웨어 개발 성과공유 경험미디어 기능

연구 현황

논문 수
19
총 인용 수
86
최근 5년 논문
10
주요 분야
사회과학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
10총합
2018
2021
2023
2024
2025
5개년 연도별 피인용 수
16총합
20182021202320242025

주요 논문

15
1
논문|인용수 31·2017
Learning Effects of Domain, Technology, and Customer Knowledge in Information Systems Development: An Empirical Study
Keumseok Kang, Jungpil Hahn, Prabuddha De
SJR Q1Information Systems Research

This study examines learning effects (i.e., the effects of prior experience) in information systems development (ISD). ISD is characterized by disparate tasks, teams, and levels of project complexity across projects. These features challenge our understanding of how learning effects occur in the ISD context. Drawing on the theory of transfer of learning, this study examines how ISD project teams learn and under what conditions the learning effects are stronger or weaker. We find that ISD project

Strategy and ManagementBusiness, Management and Accounting
2
논문|인용수 21·2009
LEARNING AND FORGETTING CURVES IN SOFTWARE DEVELOPMENT : DOES TYPE OF KNOWLEDGE MATTER ?
Keumseok Kang, Jungpil Hahn
SJR Q1Journal of the Association for Information Systems

What type of knowledge, among domain, technology, and methodology knowledge, is most influential to the performance of software development? We answer to this question by empirically investigating the learning and forgetting curves in software development using an extensive archival data set of software development projects in an IT service company. We find that prior experiences with the same methodology or technology have a stronger impact on software project performance than those in the same

Computer Science ApplicationsComputer Science
3
논문|인용수 11·2016
Postponable Acceptance and Assignment: A Stochastic Dynamic Programming Approach
Keumseok Kang, J. George Shanthikumar, Kemal Altınkemer
SJR Q1Manufacturing & Service Operations Management

We study a new dynamic order acceptance and assignment problem of a make-to-order manufacturing or service system that produces heterogeneous products or services using heterogeneous servers. Unlike traditional dynamic order acceptance and assignment problems, in our settings the system can strategically postpone acceptance and assignment decisions for orders in hand. The system does this while waiting for more profitable orders to come and/or more productive servers to become available, with th

Management Information SystemsBusiness, Management and Accounting
4
논문|인용수 6·2018
Mobile coupons delivery problem: Postponable online multi-constraint knapsack
Keumseok Kang, Kemal Altınkemer, Inkyoung Hur
SJR Q1Decision Support Systems
Industrial and Manufacturing EngineeringEngineering
5
논문|인용수 4·2021
Assessing Effects of Media Affordances and Information Security Awareness on Knowledge-Sharing in Global Software Development
Linda C. Greene, Inkyoung Hur, Yair Levy, Ling Wang, Keumseok Kang
SJR Q2Journal of Information Systems

ABSTRACT This study investigates the effects of media affordances and information security awareness on knowledge-sharing behavior among global software development (GSD) team members. Using survey data collected from 214 GSD team members, we identify three organizational media affordances based on prior affordance literature: awareness, searchability, and editability. Positive relationships are found between perceived media affordances and actualized media affordances. Two actualized affordance

CommunicationSocial Sciences
6
논문|인용수 4·2013
Differential and Depreciation Effects of Shared Experience: Evidence from Software Projects
Keumseok Kang, Inkyoung Hur

Shared experience (i.e., experience working together) among project team members is known to affect a project team's performance. Yet, little is known of whether the effects of shared experience homogeneous. We empirically find that the effects of shared experience on a project's performance vary by the outcome of shared experience (e.g., successful vs. unsuccessful) as well as project team role (e.g., project managers vs. non-managers) in the context of software development. Moreover, we find t

CommunicationSocial Sciences
7
논문|인용수 3·2025
Online virtual consultation between patients and physicians as interactive affordance
Inkyoung Hur, Weidong Xia, Keumseok Kang
SJR Q1European Journal of Information Systems

While healthcare providers have widely adopted digital health platforms for patient online virtual consultations, organizations are challenged by difficulties in utilizing them for effective physician–patient interactions. This study investigates online virtual consultations between physicians and patients enabled by their joint use of mobile social media technology. Based on affordance theory, we propose a new type of group-level affordance, interactive affordance, characterized by interactions

CommunicationSocial Sciences
8
논문|인용수 3·2023
A Maturity Model for Diagnosing the Capabilities of Smart Factory Solution Suppliers and Its Pilot Application
C Cha, Jeongcheol Lee, Sungbum Jun, Keumseok Kang, Tai‐Woo Chang
SJR Q2SystemsOA

For the successful and sustainable deployment and diffusion of smart factories, both the capabilities of the adopters who operate the factories and the capabilities of the suppliers who supply information technology and equipment play very important roles. However, since the existing models for diagnosing the capabilities of smart factories are mainly focused on evaluating the capabilities of the manufacturing companies themselves, such as technological capabilities and digital transformation, t

Industrial and Manufacturing EngineeringEngineering
9
논문|인용수 1·2017
Shared Experience, Outcome, and Forgetting: An Empirical Study
Keumseok Kang, Inkyoung Hur
SJR Q1Journal of the Association for Information Systems

Shared experience (i.e., experience working together in prior projects) among project team members is known to affect the project team’s performance. However, little is known of whether this effect is moderated by other factors. In this study, we examine the two attributes of shared experience as moderators: the outcome of shared experience and the time lapse of shared experience. We find that the effect of shared experience on project performance shows an inverse U-shaped curve with respect t

Clinical PsychologyPsychology
10
book chapter|인용수 1·2011
Software development management: empirical and analytical perspectives
Prabuddha De, Jungpil Hahn, Keumseok Kang
ProQuest LLC eBooks

Managing software development is a very complex activity because it must deal with people, organizations, technologies, and business processes. My dissertation consists of three studies that examine software development management from various perspectives. The first study empirically investigates the impacts of prior experience with similar projects (i.e., learning effects) and the impact of the length of time between similar projects (i.e., forgetting effects) on software development project p

Information SystemsComputer Science
11
논문|인용수 1·2012
The Impact of Depth and/or Breadth of Experiences in Software Development Productivity
Keumseok Kang, Jungpil Hahn, Prabuddha De
Academy of Management Proceedings

This study empirically examines a question often debated in practice: which professional type - specialists, those with deep and focused experience of a particular knowledge, and generalists, who have experience with a broad range of knowledge - contributes more to software development productivity? In order to find an answer to this question, this study investigates the impacts of specialized experience (i.e., prior experience with the focal knowledge), diverse experience (i.e., prior experienc

Information SystemsComputer Science
12
논문|인용수 0·2009
Software Project Staffing: From empirical and analytical perspectives
Keumseok Kang
Information SystemsComputer Science
13
논문|인용수 0·2013
Learning Across Knowledge Types in Information Systems Development: An Empirical Study
Keumseok Kang, Jungpil Hahn, Prabuddha De
SSRN Electronic JournalOA
CommunicationSocial Sciences
14
논문|인용수 0·2025
Performance after Rewards and Penalties: An Empirical Study of Gain-Loss Incentive Structure in an mHealth App
Kyungpyo Kang, Se Jin, Keumseok Kang, Jae Hong Park
Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System SciencesOA

The rapid advancement of digital technology and growing interest in well-being have fueled the mobile health (mHealth) market. mHealth apps aim to support positive behavioral changes and maintain high user motivation through various health-related activities. This study examines the impact of a gain-loss incentive structure within mHealth apps, where users make a monetary deposit that could result in rewards, penalties, or neither, based on performance. Using data from a leading mHealth app plat

Information Systems and ManagementDecision Sciences
15
preprint|인용수 0·2025
Interactive Affordance of Integrative Internet Social Media Platform Use by Patients and Physicians: A Mixed-Method Approach (Preprint)
Inkyoung Hur, Weidong Xia, Keumseok Kang, Jingdong Ma
OA

<sec> <title>BACKGROUND</title> Integrative internet social media platform (IISMP) integrates the features of mobile and social media technologies as well as the legacy healthcare systems to support healthcare processes for patients and physicians that enables patient-centered care. To better understand the use of IISMP, especially the digital interactions between patients and physicians, we develop the concept of interactive affordance and use a mixed-method approach to identify and present the

HealthSocial Sciences

대표 연구 분야

CommunicationInformation SystemsIndustrial and Manufacturing EngineeringHealthStrategy and ManagementComputer Science Applications

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