NLP-based faceted search: Experience in the development of a science and technology search engine

被引:14
|
作者
Armentano, Marcelo G. [1 ]
Godoy, Daniela [1 ]
Campo, Marcelo [1 ]
Amandi, Analia [1 ]
机构
[1] ISISTAN Res Inst CONICET UNICEN, RA-7000 Paraje Arroyo Seco, Tandil, Argentina
关键词
Vertical search engines; Faceted search; Named entities recognition; Natural language processing; CORPORA; WEB;
D O I
10.1016/j.eswa.2013.10.023
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An appropriate promotion, distribution and dissemination of scientific, artistic and technology developments can foster the collaboration between a country's productive and academic sectors. The purpose of this paper is to present a novel search engine aiming at helping people to access science and technology advances, researchers and institutions working in specific areas of research. Our search engine first collects information disseminated on the Web in academic institution sites and in researchers personal homepages. Then, after intensive text processing, it summarizes the information in an enriched and user-friendly presentation oriented to non-expert users. Stable performance and an acceptable level of effectiveness for automatic named entities recognition indicate the potential of our approach for bridging the gap between the heterogeneous and unstructured information available on the Web about the research and development advances in a country and the innovation required by the productive sectors. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2886 / 2896
页数:11
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