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).

Авторы
Iana A.1 , Jung S.1 , Naeser P.1 , Birukou A. 2, 3 , Hertling S.1 , Paulheim H.1
Язык
Английский
Страницы
117-123
Статус
Опубликовано
Том
11702 LNCS
Год
2019
Организации
  • 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
Ключевые слова
Recommender system; Scientific publications; SciGraph
Дата создания
24.12.2019
Дата изменения
24.12.2019
Постоянная ссылка
https://repository.rudn.ru/ru/records/article/record/55381/
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Другие записи

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