CiteTracked: A Longitudinal Dataset of Peer Reviews and Citations

Barbara Plank, Reinard van Dalen

Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferencebidrag i proceedingsForskningpeer review

Abstract

Scientific dissemination is of central importance for the scientific process. This paper presents CiteTracked, a dataset of peer reviews and citation statistics covering scientific papers from the machine learning community and spanning six years. We describe and analyze the data collection of over 3,000 published papers, their peer review texts and citation counts, and depict possible usage directions. The dataset aims at fertilizing novel interdisciplinary work between fields such as scientometrics, information retrieval, computational linguistics and natural language processing to study the scientific publishing process.
OriginalsprogEngelsk
Titel4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019)
RedaktørerMuthu Kumar Chandrasekaran, Philipp Mayr
Vol/bindVol-2414
ForlagCEUR Workshop Proceedings
Publikationsdato25 jul. 2019
Udgaveurn:nbn:de:0074-2414-3
Sider116-122
StatusUdgivet - 25 jul. 2019
NavnCEUR Workshop Proceedings
Vol/bind2414
ISSN1613-0073

Emneord

  • Scientific dissemination
  • Peer reviews
  • Citation analysis
  • Machine learning publications
  • Interdisciplinary research

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