Name
Abstract | ||
|---|---|---|
We address the problem of structure mapping that arises in XML data exchange or XML document transformation. Our approach relies on XML annotation with semantic labels that describe local tree editions. We propose XML Conditional Random Fields (XCRFs), a framework for building conditional models for labeling XML documents. We equip XCRFS with efficient algorithms for inference and parameter estimation. We provide theoretical arguments and practical experiments that illustrate their expressivity and efficiency. Experiments on the Structure Mapping movie datasets of the INEX XML Document Mining Challenge yield very good results. |
Year | DOI | Venue |
|---|---|---|
2006 | 10.1007/978-3-540-73888-6_48 | COMPARATIVE EVALUATION OF XML INFORMATION RETRIEVAL SYSTEMS |
Keywords | Field | DocType |
data exchange,xml document,parameter estimation,conditional random field | XML framework,XML Encryption,Efficient XML Interchange,Streaming XML,Well-formed document,Information retrieval,Computer science,XML validation,Document Structure Description,XML schema | Conference |
Volume | ISSN | Citations |
4518 | 0302-9743 | 6 |
PageRank | References | Authors |
0.61 | 22 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Rémi Gilleron | 1 | 512 | 33.07 |
| Florent Jousse | 2 | 7 | 0.96 |
| isabelle tellier | 3 | 84 | 20.31 |
| Marc Tommasi | 4 | 211 | 17.13 |