Petr KnothResearch Fellow
I lead an R&D team working in the domains of text-mining, digital libraries and open access/science. I am the founder, product and team leader for CORE, which is a service that aggregates millions of open access articles from around the world and makes them available for people to search and 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 a number of 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
11 Jul 2016
26 Aug 2014
19 Aug 2014
11 Jul 2014
11 Jul 2014
Knoth, P. and Herrmannova, D. (2016) Exploring Semantometrics: full text-based research evaluation for open repositories, Open Repositories 2016, Dublin
Herrmannova, D. and Knoth, P. (2016) Towards full-text based research metrics: Exploring semantometrics: Report of Experiments, Jisc repository, Jisc, Jisc Report 6376
Knoth, P., Cancellieri, M. and Herrmannova, D. (2016) Oxford vs Cambridge Contest: Collecting Open Research Evaluation Metrics for University Ranking, Demo at Open Repositories 2016, Dublin
Knoth, P. and Pontika, N. (2016) Aggregating Research Papers from Publishers' Systems to Support Text and Data Mining: Deliberate Lack of Interoperability or Not?, Workshop: INTEROP2016 at 10th Language Resources and Evaluation Conference
Pontika, N., Knoth, P., Cancellieri, M. and Pearce, S. (2016) Developing Infrastructure to Support Closer Collaboration of Aggregators with Open Repositories, LIBER Quarterly, 25, 4