Dongwon Lee
Seoul National University · Computer Science
About the Lab
Professor Dongwon Lee's research lab specializes in data management, semantic web technologies, and digital library systems, with a strong focus on improving data quality and interoperability in large-scale information systems. The lab investigates challenges related to XML data modeling, schema mapping, and citation resolution in bibliographic databases, while also exploring user behavior in digital environments such as social networking services and e-commerce platforms. Their work bridges theoretical foundations in data modeling with practical applications in web-scale data integration and user-centric information systems.
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
15As 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.
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
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
If they are, only one can refer to a distinct document; if not, many can refer to the same document.
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
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
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.
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
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
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
Research Areas
Dive deeper into Dongwon Lee's research on Nubint
Open this lab's papers in the app to read with AI, summarize, and cite in your writing.