Citation Recognition for Scientific Publications in Digital Libraries

13 years 7 months ago
Citation Recognition for Scientific Publications in Digital Libraries
In this paper, a method based on part-of-speech tagging (PoS) is used for bibliographic reference structure. This method operates on a roughly structured ASCII file, produced by OCR.. Because of the heterogeneity of the reference structure, the method acts in a bottom-up way, without an a priori model, gathering structural elements from basic tags to sub-fields and fields. Significant tags are first grouped in homogeneous classes according to their categories and then reduced in canonical forms corresponding to record fields: ``authors'', "title", "conference name", "date", etc. Non labeled tokens are integrated in one or another field by either applying PoS correction rules or using a inter- or intra-field model generated from well-detected records. The designed prototype operates with a great satisfaction on different record layouts and character recognition qualities. Without manual intervention, 96.6% words are correctly attributed, and abou...
Dominique Besagni, Abdel Belaïd
Added 20 Aug 2010
Updated 20 Aug 2010
Type Conference
Year 2004
Where DIAL
Authors Dominique Besagni, Abdel Belaïd
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