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Automatically assigning research methods to journal articles in the domain of social sciences
2013
Proceedings of the American Society for Information Science and Technology
We investigate the automatic assignment of research methods to journal articles from the domain of Social Sciences. We employ Computer Science and Computational Linguistics methodology to perform this automatic assignment of metadata. The multi-label classification system we present uses only abstracts and titles of journal articles as input. Our best system is able to assign the important research methods empirical and quantitative empirical with F-scores of 0.67 and 0.68. These research
doi:10.1002/meet.14505001049
fatcat:e5rbzoedjzg5xbwxxhdwtjsige