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
05 Sep 2022
29 Jun 2022
23 May 2022
28 Apr 2022
24 Mar 2022
N. Kunnath, S., Stauber, V., Wu, R., Pride, D., Botev, V. and Knoth, P. (2022) ACT2: A multi-disciplinary semi-structured dataset for importance and purpose classification of citations, Proceedings of the 13th Language Resources and Evaluation Conference, Marseille
Boch, M., Gindl, S., Barnett, A., Margetis, G., Mireles, V., Adamakis, E. and Knoth, P. (2022) A Systematic Review of Data Management Platforms, WorldCIST'22, Budva, Montenegro
Kusa, W., Hanbury, A. and Knoth, P. (2022) Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study, 44th European Conference on Information Retrieval, Stavanger, Norway
Jahn, N., Klebel, T., Pride, D., Knoth, P. and Ross-Hellauer, T. (2022) Quantifying the influence of Open Access on innovation and patents, Open Research Europe 2022, 2
N. Kunnath, S., Pride, D., Herrmannova, D. and Knoth, P. (2021) Overview of the 2021 SDP 3C Citation Context Classification Shared Task, Second Workshop on Scholarly Document Processing (SDP), Mexico City, Mexico