Petr KnothSnr Research Fellow in Text and Data Mining
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
04 Nov 2020
28 Oct 2020
20 Oct 2020
16 Oct 2020
22 Sep 2020
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
Gyawali, B., Anastasiou, L. and Knoth, P. (2020) Deduplication of Scholarly Documents using Locality Sensitive Hashing and Word Embeddings, 12th Language Resources and Evaluation Conference, Marseille, France