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이동원 교수

Dongwon Lee

서울대학교 국사학과 · 컴퓨터과학

연구실 소개

이동원 교수의 연구실은 XML 기반의 데이터 구조 및 스키마 분석, 특히 대규모 디지털 라이브러리에서 발생하는 인용 오류 문제 해결에 초점을 맞추고 있습니다. 정보의 정확성과 품질을 높이기 위한 스케일러블한 알고리즘 기반의 데이터 정제 기법과, e-Commerce 및 SNS 내 사용자 행동 예측 모델링을 통한 디지털 소비 행동 분석도 핵심 연구 분야입니다. 특히 데이터의 구조화, 의미적 제약 조건 통합, 사용자 동기 요인 분석을 기반으로 한 정교한 모델링 기법을 개발하고 있습니다.

XML 스키마데이터 품질인용 오류사용자 행동 모델링스케일러블 알고리즘

연구 현황

논문 수
438
총 인용 수
9,674
최근 5년 논문
146
주요 분야
컴퓨터과학

연구 성과 추이

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

5개년 연도별 논문 게재 수
146총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
885총합
20212022202320242025

주요 논문

15
1
논문|인용수 213·2000
Comparative analysis of six XML schema languages
Dongwon Lee, Wesley W. Chu
SJR Q2ACM SIGMOD Record

As XML [5] is emerging as the data format of the internet era, there is an substantial increase of the amount of data in XML format. To better describe such XML data structures and constraints, several XML schema languages have been proposed. In this paper, we present a comparative analysis of six noteworthy XML schema languages.

Computer Networks and CommunicationsComputer Science
2
논문|인용수 90·2016
Improving the accuracy of top-N recommendation using a preference model
Jongwuk Lee, Dongwon Lee, Yeon-Chang Lee, Wonseok Hwang, Sang‐Wook Kim
SJR Q1Information Sciences
Information SystemsComputer Science
3
논문|인용수 90·2005
Effective and scalable solutions for mixed and split citation problems in digital libraries
Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park

In this paper, we consider two important problems that commonly occur in bibliographic digital libraries, which seriously degrade their data qualities: Mixed Citation (MC) problem (i.e., citations of different scholars with their names being homonyms are mixed together) and Split Citation (SC) problem (i.e., citations of the same author appear under different name variants). In particular, we investigate an effective yet scalable solution since citations in such digital libraries tend to be larg

Management Science and Operations ResearchDecision Sciences
4
논문|인용수 79·2002
NeT & CoT
Dongwon Lee, Murali Mani, Frank Chiu, Wesley W. Chu

Two algorithms, called NeT and CoT, to translate relational schemas to XML schemas using various semantic constraints are presented. The XML schema representation we use is a language-independent formalism named XSchema, that is both precise and concise. A given XSchema can be mapped to a schema in any of the existing XML schema language proposals. Our proposed algorithms have the following characteristics: (1) NeT derives a nested structure from a flat relational model by repeatedly applying th

Computer Networks and CommunicationsComputer Science
5
논문|인용수 68·2007
Are your citations clean?
Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, Byung-Won On
SJR Q1Communications of the ACM

If they are, only one can refer to a distinct document; if not, many can refer to the same document.

Management Science and Operations ResearchDecision Sciences
6
논문|인용수 62·2012
Utility-based association rule mining: A marketing solution for cross-selling
Dongwon Lee, Sung-Hyuk Park, Songchun Moon
SJR Q1Expert Systems with Applications
Information SystemsComputer Science
7
논문|인용수 57·2001
CPI: Constraints-Preserving Inlining algorithm for mapping XML DTD to relational schema
Dongwon Lee, Wesley W. Chu
SJR Q2Data & Knowledge Engineering
Computer Networks and CommunicationsComputer Science
8
논문|인용수 55·1999
Semantic caching via query matching for web sources
Dongwon Lee, Wesley W. Chu
OA

A semantic caching scheme suitable for wrappers wrapping web sources is presented. Since the web sources have typically weaker querying capabilities than conventional databases, existing semantic caching schemes cannot be applied directly. A seamlessly integrated query translation and capability mapping between the wrappers and web sources in semantic caching is described. In addition, an analysis on the match types between the user's input query and cached queries is presented. Semantic knowled

Computer Networks and CommunicationsComputer Science
9
논문|인용수 53·2001
Nesting-Based Relational-to-XML Schema Translation.
Dongwon Lee, Murali Mani, Frank Chiu, Wesley W. Chu

this paper, we study the problems in this conversion. Especially, we are interested in finding XML schema (e.g., DTD, XML-Schema, RELAX) that best describes the existing relational schema. Having the XML schema that precisely describes the semantics and structures of the original relational data is important to further maintain the converted XML documents in future. We first present a straightforward relational to XML translation algorithm, called Flat Translation (FT). Since FT maps the flat re

Computer Networks and CommunicationsComputer Science
10
book chapter|인용수 53·2000
Constraints-Preserving Transformation from XML Document Type Definition to Relational Schema
Dongwon Lee, Wesley W. Chu
SJR Q2Lecture notes in computer science
Computer Networks and CommunicationsComputer Science
11
논문|인용수 31·2002
Query relaxation for xml model
Dongwon Lee

This dissertation addresses mainly three issues needed to support query relaxation for XML model: framework formalization, extension of existing database techniques, and data conversion between XML and relational models.

Computer Networks and CommunicationsComputer Science
12
논문|인용수 27·2019
Extraction of Tantalum Powder via the Magnesium Reduction of Tantalum Pentoxide
Seon-Min Hwang, Jei‐Pil Wang, Dongwon Lee
SJR Q2MetalsOA

The metallic tantalum powder was successfully synthesized via reduction of tantalum pentoxide (Ta2O5) with magnesium gas at 1073~1223 K for 10 h inside the chamber held under an argon atmosphere. The powder obtained after reduction shows the Ta–MgO mixed structure and that the MgO component was dissolved and removed fully via stirring in a water-based HCl solution. The particle size in the tantalum powder obtained after acid leaching was shown to be in a range of 50~300 nm, and the mean internal

Fluid Flow and Transfer ProcessesChemical Engineering
13
book chapter|인용수 24·2003
Supporting XML Security Models Using Relational Databases: A Vision
Dongwon Lee, Wang-Chien Lee, Peng Liu
SJR Q2Lecture notes in computer science
Sociology and Political ScienceSocial Sciences
14
논문|인용수 24·2003
Schema Conversion Methods between XML and Relational Models.
Dongwon Lee, Murali Mani, Wesley W. Chu

In this chapter, three semantics-based schema conversion methods are presented: 1) CPI converts an XML schema to a relational schema while preserving semantic constraints of the original XML schema, 2) NeT derives a nested structured XML schema from a flat relational schema by repeatedly applying the nest operator so that the resulting XML schema becomes hierarchical, and 3) CoT takes a relational schema as input, where multiple tables are interconnected through inclusion dependencies and genera

Computer Networks and CommunicationsComputer Science
15
논문|인용수 22·2010
Design space exploration of the turbo decoding algorithm on GPUs
Dongwon Lee, Marilyn Wolf, Hyesoon Kim

In this paper, we explore the design space of the Turbo decoding algorithm on GPUs and find a performance bottleneck. We consider three axes for the design space exploration: a radix degree, a parallelization method, and the number of sub-frames per thread block. In Turbo decoding, a degree of radix affects computational complexity and memory access patterns in both algorithmic and implementation viewpoints. Second, computations of branch metrics (BMs) and state metrics (SMs) have a different de

Computer Networks and CommunicationsComputer Science

대표 연구 분야

Artificial IntelligenceInformation SystemsSociology and Political ScienceComputer Networks and CommunicationsManagement Science and Operations ResearchStatistical and Nonlinear Physics

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