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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Sleiman, H.A. Corchuelo, R. |
| Copyright Year | 2011 |
| Description | Author affiliation: University of Seville, ETSI Informática, Sevilla E-41012, Spain (Sleiman, H.A.; Corchuelo, R.) |
| Abstract | Many authors are researching on information extraction techniques to transform the semi-structured information in typical web pages into structured information. When a researcher devises a new technique, he or she has to validate it, which requires implementing it, experimenting, gathering precision and recall results, comparing it to others, and drawing conclusions. This involves an array of details that are specific to this technique, but many others that are actually shared with other proposals. Unfortunately, the literature does not provide a single up-to-date platform to guide software engineers and researches in the design and implementation of information extractors. In this paper, we present a platform to design and implement learners of information extraction rules. Due to space constraints, we focus on the class of learners that learn hierarchical transducers. We have implemented our platform, and we have validated it by means of three case studies. |
| Starting Page | 18 |
| Ending Page | 23 |
| File Size | 314851 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781457716768 |
| ISSN | 21647151 |
| e-ISBN | 9781457716768 |
| DOI | 10.1109/ISDA.2011.6121624 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-11-22 |
| Publisher Place | Spain |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | learning rules Transducers Particle separators Web pages Software Information extraction Data mining Proposals Indexes |
| Content Type | Text |
| Resource Type | Article |
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