Building a Conference Recommender System Based on SciGraph and WikiCFP

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. © 2019, The Author(s).

Authors
Iana A.1 , Jung S.1 , Naeser P.1 , Birukou A. 2, 3 , Hertling S.1 , Paulheim H.1
Journal
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Language
English
Pages
117-123
Status
Published
DOI
10.1007/978-3-030-33220-4_9
Volume
11702 LNCS
Year
2019
Organizations
  • 1 Data and Web Science Group, University of Mannheim, Mannheim, Germany
  • 2 Springer Nature, Heidelberg, Germany
  • 3 Peoples’ Friendship University of Russia (RUDN University), Moscow, Russian Federation
Keywords
Recommender system; Scientific publications; SciGraph
Date of creation
24.12.2019
Date of change
24.12.2019
Short link
https://repository.rudn.ru/en/records/article/record/55381/
Share

Other records

SERVICE ORCHESTRATION WITH PRIORITY CONSTRAINTS

Article
Changizi B., Kokash N., Arbab F.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11761 LNCS. 2019. P. 194-209