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Sangkyu No

Seoul National University · 情報科学

研究室紹介

Professor Sangkyu No's research lab specializes in information systems, distributed database design, and performance evaluation of complex organizational processes. The lab focuses on optimizing data allocation and processing in distributed environments, developing advanced modeling techniques such as genetic algorithms and data envelopment analysis (DEA) for efficiency evaluation. A key research direction involves addressing semantic and structural challenges in database systems, particularly in reducing user cognitive load through improved data representation and query design. The lab also explores semantic web technologies, emphasizing schema-driven resource ranking independent of link directionality.

distributed databasesdata allocationsemantic overloadperformance evaluationgenetic algorithms

Research Overview

Papers
44
Total Citations
418
Papers (5y)
11
Primary Field
情報科学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
11total
2012
2013
2019
2020
2025
Citations per year (5y)
8total
20122013201920202025

Selected Papers

15
1
Article|145 citations·2002
An evolutionary perspective on strategic group emergence: a genetic algorithm‐based model
Jeho Lee, Kyungmook Lee, Sangkyu Rho
SJR Q1Strategic Management Journal

Abstract We develop a simulation model to examine conditions under which strategic groups emerge and their performance difference persists. In our model, mobility barriers, strategic interactions among high performers, dynamic capabilities (the mechanisms that allow winners to continue to survive), and boundary of rivalry are put together to derive their joint implications for the evolution of strategic groups. Not surprisingly, our model behavior shows that mobility barriers and strategic inter

Sociology and Political ScienceSocial Sciences
2
Article|91 citations·1995
Allocating data and operations to nodes in distributed database design
Sal March, Sangkyu Rho
SJR Q1IEEE Transactions on Knowledge and Data Engineering

The allocation of data and operations to nodes in a computer communications network is a critical issue in distributed database design. An efficient distributed database design must trade off performance and cost among retrieval and update activities at the various nodes. It must consider the concurrency control mechanism used as well as capacity constraints at nodes and on links in the network. It must determine where data will be allocated, the degree of data replication, which copy of the dat

Computer Networks and CommunicationsComputer Science
3
Article|34 citations·2007
Evaluating the efficiency of a two‐stage production process using data envelopment analysis
Sangkyu Rho, Jungnam An
SJR Q1International Transactions in Operational Research

Abstract Data envelopment analysis (DEA) has been widely used to evaluate the comparative efficiencies of production processes. Most of the DEA applications assume that production processes consist of one stage. However, many production processes such as IT investments have more than one stage. In a two‐stage production process, the first stage inputs produce intermediate outputs, which are used as inputs to the second stage to produce the final outputs. In such cases, using single‐stage DEA may

Management Science and Operations ResearchDecision Sciences
4
Article|26 citations·2010
Evaluating ontology extraction tools using a comprehensive evaluation framework
Jinsoo Park, Wonchin Cho, Sangkyu Rho
SJR Q2Data & Knowledge Engineering
Artificial IntelligenceComputer Science
5
Article|25 citations·1997
Optimizing distributed join queries: A genetic algorithm approach
Sangkyu Rho, Salvatore T. March
SJR Q1Annals of Operations Research
Information SystemsComputer Science
6
Article|21 citations·2007
Creativity-Innovation Cycle for Organisational Exploration and Exploitation: Lessons from Neowiz - a Korean Internet Company
Kyungmook Lee, Sangkyu Rho, Seongsu Kim, Gyung Ju Jun
SJR Q1Long Range Planning
Strategy and ManagementBusiness, Management and Accounting
7
Article|15 citations·1997
An Analysis of Semantic Overload in Database Access Systems Using Multi-table Query Formulation
Sangkyu Rho, Salvatore T. March
SJR Q3Journal of Database Management

Theory suggests that semantic overload in database representations and query languages may be a significant contributing factor to difficulties in end-user access to corporate databases. With respect to join queries, two aspects of SQL-based relational database management systems are overloaded: (1) foreign key columns are overloaded to represent both attributes and relationships and (2) the WHERE clause in SQL is overloaded to include both selection criteria and join criteria. We experimentally

Computer Networks and CommunicationsComputer Science
8
Article|9 citations·2011
A Link-Based Ranking Algorithm for Semantic Web Resources
Hyun Jung Park, Sangkyu Rho, Jinsoo Park
SJR Q3Journal of Database Management

The information space of the Semantic Web has different characteristics from that of the World Wide Web (WWW). One main difference is that in the Semantic Web, the direction of Resource Description Framework (RDF) links does not have the same meaning as the direction of hyperlinks in the WWW, because the link direction is determined not by a voting process but by a specific schema in the Semantic Web. Considering this fundamental difference, the authors propose a method for ranking Semantic Web

Artificial IntelligenceComputer Science
9
Article|8 citations·1994
A nested genetic algorithm for distributed database design
Sangkyu Rho, March March

Distributed database design is a difficult and complex process involving two major, interrelated problems. First, data must be allocated to nodes in the network. Second given such an allocation data must be efficiently accessed, processed, and possibly communicated to meet the retrieval and update requirements of the users. Both of these problems can be formulated as constrained, integer, optimization problems; both of which are NP-hard. Genetic algorithms provide an efficient search method for

Signal ProcessingComputer Science
10
book|7 citations·1995
Distributed database design: allocation of data and operations to nodes in distributed database systems
Sangkyu Rho
University of Minnesota eBooks

Distributed database systems can yield significant cost and response time advantages over centralized systems for geographically distributed organizations. However, inappropriate design can result in high cost and poor response time. The design of efficient distributed databases is a complex task involving two interdependent problems: data allocation (where to place the data) and operation allocation (how and where to process the data). To be effective, a distributed database design approach mus

Information SystemsComputer Science
11
Article|5 citations·1995
Designing Distributed Database Systems for Efficient Operation
Sangkyu Rho, Salvatore T. March
SJR Q1Journal of the Association for Information Systems

Distributed database systems can yield significant cost and performance advantages over centralized systems for geographically distributed organizations. The efficiency of a distributed database depends primarily on the data allocation (data replication and placement) and the operating strategies (where and how retrieval and update query processing operations are performed). We develop a distributed database design approach that comprehensively treats data allocation and operating strategies, ex

Computer Networks and CommunicationsComputer Science
12
Article|5 citations·2000
A semantic object-oriented data access system
Salvatore T. March, Sangkyu Rho
SJR Q1Information Systems
Computer Networks and CommunicationsComputer Science
13
Article|3 citations·2012
Finding Influential Users in the SNS Using Interaction Concept : Focusing on the Blogosphere with Continuous Referencing Relationships
Hyun Jung Park, Sangkyu Rho
The Journal of Society for e-Business StudiesOA

블로그, 페이스북, 트위터와 같은 SNS(Social Network Service)는 유저와 포스트를 노드로, 유저와 포스트, 포스트와 포스트, 또는 유저와 유저 사이에 형성되는 다양한 관계를 링크로 하는 그래프로 표현될 수 있다. 본 논문은 이러한 그래프 구조를 분석하여 다른 유저들의 생각과 행동에 영향을 미치는 영향 유저를 선별하는 방법에 대해 논한다. 기본적인 패러다임으로 기존의 투표성 개념이 아닌, 다양한 시맨틱 웹 자원의 중요도를 평가하기 위해 제안된 상호작용성 개념을 초기 SNS의 하나인 블로고스피어의 영향력 평가에 적용함으로써, 여러 모의 실험을 통해 그 타당성과 적용 가능성을 입증하였다. 모의 실험은 각 대안이 제공하는 결과의 타당성 정도에 따라 성능을 비교 분석할 수 있는 네트워크 모형을 디자인하여 사용하였다. 또, 이러한 네트워크 모형에 대한 링크 가중치 튜닝의 결과 변화를 살펴봄으로써, 가중치 조합의 차이에서 발생하는 실험 오차를 줄이고, 실제 적용의 용이함을 비

Information SystemsComputer Science
14
Book Chapter|3 citations·2007
Evaluation Framework for Automatic Ontology Extraction Tools: An Experiment
Jinsoo Park, Wonchin Cho, Sangkyu Rho
SJR Q2Lecture notes in computer science
Artificial IntelligenceComputer Science
15
Article|3 citations·2000
A Decision Support Tool for Distributed Database Design
Sangkyu Rho
Seoul National University Open Repository (Seoul National University)

The efficiency and effectiveness of a distributed database depend\n\nprimarily on solving two interrelated design problems: data allocation,\n\nspecifying what data to replicate and where to store it, and operating\n\nstrategies, specifying where and how retrieval and update processes are\n\nperformed. We develop a distributed database design approach that\n\ncomprehensively addresses these problems, explicitly modeling their\n\ninterdependencies for both retrieval and update processing. We exte

Computer Networks and CommunicationsComputer Science

Research Areas

Information SystemsComputer Networks and CommunicationsManagement Science and Operations ResearchArtificial IntelligenceAerospace EngineeringSociology and Political Science

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