Abstract
SciGraph is a Linked Open Data graph published by Springer Nature which contains information about conferences and conference publications. In this paper, we discuss how this dataset can be utilized to build a conference recommendation system, yielding a recall@10 of up to 0.665, and a MAP of up to 0.540, generating recommendations based on authors, abstracts, and keywords. Furthermore, we show how the dataset can be linked to WikiCFP to recommend upcoming conferences.
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Iana, A., Jung, S., Naeser, P., Birukou, A., Hertling, S., & Paulheim, H. (2019). Building a Conference Recommender System Based on SciGraph and WikiCFP. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11702 LNCS, pp. 117–123). Springer. https://doi.org/10.1007/978-3-030-33220-4_9
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