SciEsp: Structural Analysis of Abstracts Written in Spanish
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Redalyc
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| Natura: | Artículo científico |
| Lingua: | en |
| Pubblicazione: |
Instituto Politécnico Nacional
2016
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| _version_ | 1876422754475966464 |
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| author | Irvin Vargas-Campos |
| author_facet | Irvin Vargas-Campos |
| contents | SciEsp: Structural Analysis of Abstracts Written in Spanish Irvin Vargas-Campos Fernando Alva-Manchego Computación argumentative zoning supervised machine learning Supporting technologies for scientific writing SciEsp is a tool for scientific writing in Spanish. Its objective is to help students when writing abstracts of scientific texts, such as a thesis or a dissertation. The tool identifies the different components of an abstract structure according to the guidelines of “good writing” proposed by the literature. Each sentence in the abstract is classified to one of six different rhetorical categories (background, gap, purpose, methodology, result, or conclusion), warning the writer of a possible missing component of the “optimal” structure. We manually annotated a corpus of abstracts from computer science theses and dissertations, and use it to train a Naive Bayes classifier that achieves an F1-measure of 0.65. We expect that SciEsp becomes a starting point for further projects in the area of supporting technologies for scientific writing in Spanish. 2016 artículo científico 1405-5546 https://www.redalyc.org/articulo.oa?id=61547469023 en http://www.redalyc.org/revista.oa?id=615 Computación y Sistemas application/pdf Instituto Politécnico Nacional Computación y Sistemas (México) Num.3 Vol.20 |
| format | Artículo científico |
| id | redalyc_61547469023 |
| institution | Redalyc |
| language | en |
| publishDate | 2016 |
| publisher | Instituto Politécnico Nacional |
| spellingShingle | SciEsp: Structural Analysis of Abstracts Written in Spanish Irvin Vargas-Campos Computación argumentative zoning supervised machine learning Supporting technologies for scientific writing SciEsp: Structural Analysis of Abstracts Written in Spanish Irvin Vargas-Campos Fernando Alva-Manchego Computación argumentative zoning supervised machine learning Supporting technologies for scientific writing SciEsp is a tool for scientific writing in Spanish. Its objective is to help students when writing abstracts of scientific texts, such as a thesis or a dissertation. The tool identifies the different components of an abstract structure according to the guidelines of “good writing” proposed by the literature. Each sentence in the abstract is classified to one of six different rhetorical categories (background, gap, purpose, methodology, result, or conclusion), warning the writer of a possible missing component of the “optimal” structure. We manually annotated a corpus of abstracts from computer science theses and dissertations, and use it to train a Naive Bayes classifier that achieves an F1-measure of 0.65. We expect that SciEsp becomes a starting point for further projects in the area of supporting technologies for scientific writing in Spanish. 2016 artículo científico 1405-5546 https://www.redalyc.org/articulo.oa?id=61547469023 en http://www.redalyc.org/revista.oa?id=615 Computación y Sistemas application/pdf Instituto Politécnico Nacional Computación y Sistemas (México) Num.3 Vol.20 |
| title | SciEsp: Structural Analysis of Abstracts Written in Spanish |
| topic | Computación argumentative zoning supervised machine learning Supporting technologies for scientific writing |
| url | https://www.redalyc.org/articulo.oa?id=61547469023 |