The invention discloses a field expert
selection method based on a
citation network and a scientific research cooperation network. The method comprises the following steps: firstly, based on metadatainformation of a
database, constructing a scholar-cooperation directed
network model, and generating a scholar-cooperation network; secondly, constructing a literature
citation model based on the literature
citation information, deleting self-citation interference, and performing linear mapping to generate a scholar
citation network; then, fusing the scholar-cooperation network and the scholar
citation network to generate a scholar relationship network; and finally, calculating important nodes in the scholar relationship network, dividing a
community structure, and taking a result as a selection expert
list. According to the method, two standards of academic ability evaluation and cooperative network quality evaluation are comprehensively considered according to academic activities and academic achievements of scholars, so that corresponding experts can be quickly and accurately recommended, the skilled fields of the experts can be identified, and the problem of inaccurate expert professional matching in an existing
selection method is solved; and the importance of the deep schools in scientific research work is visually reflected, and the selected experts are more reasonable.