Member
Petr Knoth
Snr Research Fellow in Text and Data Mining
+44 (0)1908 654548
I lead the Big Scientific Data and Text Analytics Group (BSDTAG) doing R&D in the domains of text-mining, digital libraries and open access/science. I am the founder and head of CORE (core.ac.uk), a large full text aggregator of open access papers with millions of monthly active users. CORE makes research papers available for people to freely discover and access and for machines to text-mine.
Previously, I worked as a Senior Data Scientist at Mendeley on information extraction and content recommendation for research. I have a deep interest in the use of AI to improve research workflows. I have co-founded Semantometrics.org which aim to go beyond bibliometrics and altmetrics to produce new research evaluation methods that make use of the publication full-texts in research assessment.
I have been involved as a researcher and as a PI in over 20 European Commission, national and international funded research projects in the areas of text-mining, open science and eLearning.
Keys: Natural Language Processing, Text and data mining Open Access, Open Science, Scholarly communication Information Retrieval, Information Extraction, Recommendation systems, Scientometrics
Team: , Valeriy Budko, Matteo Cancellieri, Bikash Gyawali, Catherine Kuliavets, Sergei Misak, Samuel Pearce, Nancy Pontika, David Pride, Svetlana Rumyanceva, Maria Tarasiuk, Viktor Yakubiv
Projects
Technologies
Frictionless Data Exchange Across Research Data, Software and Scientific Paper Repositories
News
09 Apr 2021
30 Mar 2021
26 Jan 2021
04 Nov 2020
28 Oct 2020
Publications
Taha, A., Papariello, L., Alexandros, B., Knoth, P. and Lupu, M. (2021) Formal Analysis and Estimation of Chance in Datasets Based on Their Properties, pp. (Early Access)
Gyawali, B., Pontika, N. and Knoth, P. (2020) Open Access 2007 - 2017: Country and University Level Perspective, Joint Conference on Digital Libraries, Virtual Event, China
Knoth, P., N. Kunnath, S., Gyawali, B., Pride, D., Stahl, C. and Herrmannova, D. (2020) 8th International Workshop on Mining Scientific Publications (WOSP 2020), ACM/IEEE Joint Conference on Digital Libraries in 2020 (JCDL ’20), Virtual - China
N. Kunnath, S., Pride, D., Gyawali, B. and Knoth, P. (2020) Overview of the 2020 WOSP 3C Citation Context Classification Task, Workshop: The 8th International Workshop on Mining Scientific Publications (WOSP), 2020 at The ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2020, Wuhan, China, Association for Computational Linguistics
Pride, D. and Knoth, P. (2020) An Authoritative Approach to Citation Classification, ACM/IEEE Joint Conference on Digital Libraries in 2020 (JCDL '20), Virtual - China
