Showing all 44 Publications linked to Petr Knoth

Petr Knoth Member status icon

Research Fellow
Petr Knoth Photograph

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...

Keys: Natural Language Processing, Text and data mining Open Access, Open Science, Scholarly communication Information Retrieval, Information Extraction, Recommendation systems, Scientometrics


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Charalampous, A. and Knoth, P. (2017) Classifying document types to enhance search and recommendations in digital libraries, 21st International Conference on Theory and Practise of Digital Libraries (TPDL), Thessaloniki, Greece

 

Knoth, P., Gooch, P. and Jack, K. (2017) What Others Say About This Work? Scalable Extraction of Citation Contexts from Research Papers, 21st International Conference on Theory and Practise of Digital Libraries (TPDL), Thessaloniki, Greece

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Pride, D. and Knoth, P. (2017) Incidental or influential? - Challenges in automatically detecting citation importance using publication full texts, 21st International Conference on Theory and Practise of Digital Libraries (TPDL), Thessaloniki, Greece

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Knoth, P., Anastasiou, L., Charalampous, A., Cancellieri, M., Pearce, S., Pontika, N. and Bayer, V. (2017) Towards effective research recommender systems for repositories, Open Repositories 2017

 

Cancellieri, M., Knoth, P. and Krznarich, E. (2017) COR(E)CID: Analysing the use of unique author identifiers in repositories via CORE to support the uptake of ORCID iDs, Poster at Open Repositories (OR2017), Brisbane, Australia

 

Herrmannova, D., Patton, R., Knoth, P. and Stahl, C. (2017) Citations and readership are poor indicators of research excellence: Introducing TrueID, a new dataset for validating research evaluation metrics, Workshop: Scholarly Web Mining (SWM) at Tenth ACM International Conference on Web Search and Data Mining (WSDM2017)

 

Hristakeva, M., Kershaw, D., Rossetti, M., Knoth, P., Pettit, B., Vargas, S. and Jack, K. (2017) Building recommender systems for scholarly information, Workshop: Scholarly Web Mining (SWM) at Tenth ACM International Conference on Web Search and Data Mining (WSDM2017), Cambridge, UK

 

Knoth, P. and Herrmannova, D. (2016) Exploring Semantometrics: full text-based research evaluation for open repositories, Open Repositories 2016, Dublin

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Herrmannova, D. and Knoth, P. (2016) Towards full-text based research metrics: Exploring semantometrics: Report of Experiments, Jisc repository, Jisc, Jisc Report 6376

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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

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Schmidt, B., Orth, A., Franck, G., Kuchma, I., Knoth, P. and Carvalho, J. (2016) Stepping up Open Science Training for European Research, Publications Special Issue Current Operational Issues in Open Access, 16, 4, MDPI

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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

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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

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Herrmannova, D. and Knoth, P. (2016) Simple Yet Effective Methods for Large-Scale Scholarly Publication Ranking: KMi and Mendeley (team BletchleyPark) at WSDM Cup 2016, Workshop: WSDM Cup 2016 - Entity Ranking Challenge Workshop at International Conference on Web Search and Data Mining (WSDM), San Francisco, CA, USA

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Pontika, N., Cancellieri, M., Knoth, P. and Pearce, S. (2015) Fostering Open Science to Research using a Taxonomy and eLearning Portal, i-Know - 15th International Conference on Knowledge Technologies and Data Driven Business. 21 - 22 October. Graz, Austria.

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Herrmannova, D. and Knoth, P. (2015) Semantometrics: Fulltext-based Measures for Analysing Research Collaboration, Poster at ISSI 2015, Istanbul, Turkey

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Herrmannova, D. and Knoth, P. (2015) Semantometrics in Coauthorship Networks: Fulltext-based Approach for Analysing Patterns of Research Collaboration, D-Lib Magazine, 21, 11/12, Corporation for National Research Initiatives

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Knoth, P. and Herrmannova, D. (2014) Towards Semantometrics: A New Semantic Similarity Based Measure for Assessing a Research Publication's Contribution, D-Lib Magazine, 20, 11/12, Corporation for National Research Initiatives

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Kats, P., Knoth, P., Mamakis, G., Mielnicki, M., Muhr, M. and Werla, M. (2014) Design of Europeana Cloud Technical Infrastructure, Poster at Digital Libraries (DL 2014), London, United Kingdom

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Knoth, P., Anastasiou, L. and Pearce, S. (2014) My repository is being aggregated: a blessig or a curse?, Open Repositories 2014 (OR 2014), Helsinki, Finland

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Knoth, P. (2013) CORE: Aggregation Use Cases for Open Access, Demo at Joint Conference on Digital Libraries (JCDL 2013), Indianapolis, Indiana, United States

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Knoth, P. (2013) From Open Access Metadata to Open Access Content: Two Principles for Increased Visibility of Open Access Content, Open Repositories 2013, Charlottetown, Prince Edward Island, Canada

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Knoth, P. and Herrmannova, D. (2013) Simple Yet Effective Methods for Cross-Lingual Link Discovery (CLLD) - KMI @ NTCIR-10 CrossLink-2, NTCIR-10 Evaluation of Information Access Technologies, Tokyo, Japan

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Wolff, A., Zdrahal, Z., Herrmannova, D. and Knoth, P. (2013) Predicting Student Performance from Combined Data Sources, in eds. Alejandro Peña-Ayala, Educational Data Mining: Applications and Trends, 524, Springer

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Knoth, P. and Zdrahal, Z. (2012) CORE: Three Access Levels to Underpin Open Access, D-Lib Magazine, 18, 11/12, Corporation for National Research Initiatives

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Knoth, P., Zdrahal, Z. and Juffinger, A. (2012) Special Issue on Mining Scientific Publications, D-Lib Magazine, 18, 7/8, Corporation for National Research Initiatives

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Herrmannova, D. and Knoth, P. (2012) Visual Search for Supporting Content Exploration in Large Document Collections, D-Lib Magazine, 18, 7/8, Corporation for National Research Initiatives

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Knoth, P., Zilka, L. and Zdrahal, Z. (2011) KMI, The Open University at NTCIR-9 CrossLink: Cross-Lingual Link Discovery in Wikipedia Using Explicit Semantic Analysis, NTCIR-9: Evaluation of Information Access Technologies: Information Retrieval, Question Answering, and Cross-Lingual Information Access, Tokyo, Japan, pp. 495-502

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Knoth, P., Zilka, L. and Zdrahal, Z. (2011) Using Explicit Semantic Analysis for Cross-Lingual Link Discovery, Workshop: 5th International Workshop on Cross Lingual Information Access: : Computational Linguistics and the Information Need of Multilingual Societies (CLIA) at The 5th International Joint Conference on Natural Language Processing (IJC-NLP 2011), Chiang Mai, Thailand

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Maleshkova, M., Zilka, L., Knoth, P. and Pedrinaci, C. (2011) Cross-Lingual Web API Classification and Annotation, Workshop: The Multilingual Semantic Web at 10th International Semantic Web Conference, Proceedings of ISWC 2011, Bonn, Germany

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Knoth, P. and Zdrahal, Z. (2011) Mining Cross-document Relationships from Text, The First International Conference on Advances in Information Mining and Management (IMMM 2011), Barcelona, Spain

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Knoth, P., Robotka, V. and Zdrahal, Z. (2011) Connecting Repositories in the Open Access Domain using Text Mining and Semantic Data, International Conference on Theory and Practice of Digital Libraries 2011 (TPDL 2011), Berlin, Germany

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Knoth, P. and Zdrahal, Z. (2011) CORE: Connecting Repositories in the Open Access Domain, CERN workshop on Innovations in Scholarly Communication (OAI7), Geneva, Switzerland

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Knoth, P., Novotny, J. and Zdrahal, Z. (2010) Automatic generation of inter-passage links based on semantic similarity, The 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China

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Knoth, P., Collins, T., Sklavounou, E. and Zdrahal, Z. (2010) Facilitating cross-language retrieval and machine translation by multilingual domain ontologies, Workshop: Workshop on Supporting eLearning with Language Resources and Semantic Data at LREC 2010, Valletta, Malta

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Knoth, P., Collins, T., Sklavounou, E. and Zdrahal, Z. (2010) EUROGENE: Multilingual Retrieval and Machine Translation applied to Human Genetics, Demo at 32nd European Conference on Information Retrieval (ECIR 2010), Milton Keynes, United Kingdom

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Fernandez, M., Sabou, M., Knoth, P. and Motta, E. (2010) Predicting the quality of semantic relations by applying Machine Learning classifiers (Best Poster Award), Poster at EKAW 2010 - Knowledge Engineering and Knowledge Management by the Masses, Lisbon, Portugal

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Knoth, P., Sova, J. and Zdrahal, Z. (2010) Eurogene - The First Pan-European Learning Service in the Field of Genetics, Znalosti (Knowledge) 2010, Jindrichuv Hradec, Czech Republic

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Knoth, P. (2009) Semantic Annotation of Multilingual Learning Objects Based on a Domain Ontology, Workshop: Doctoral consortium at Fourth European Conference on Technology Enhanced Learning (EC-TEL 2009), Nice, France

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Zdrahal, Z., Knoth, P., Collins, T. and Mulholland, P. (2009) Reasoning across Multilingual Learning Resources in Human Genetics, ICL 2009, Villach, Austria

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Knoth, P., Schmidt, M., Smrz, P. and Zdrahal, Z. (2009) Towards a Framework for Comparing Automatic Term Recognition Methods, Znalosti 2009, Brno, Czech Republic

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Schmidt, M., Knoth, P. and Smrz, P. (2009) Information Extraction in the KiWi Project, Demo at Znalosti 2009, Brno, Czech Republic

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Opsomer, R., Knoth, P., Polen, F., Trapman, J. and Wiering, M. (2008) Categorizing Children: Automated Text Classification of CHILDES files, BNAIC 2008, Enchede, The Netherlands

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Knoth, P. (2008) Extraction of Semantic Relations from Texts, Student EEICT 2008, Brno, Czech Republic

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Research Assistant / Associate

Knowledge Media Institute (KMi)
"£29,301 - £38,183"
Based in Milton Keynes
Temporary 15 months contract, commencing Octoberr 2017

The Knowledge Media Institute (KMi) is looking for a Research Assistant or a Research Associate to work on an EU funded project. The Hub4NGI project will strengthen and coordinate the work done by ongoing and upcoming projects, focusing on Next Generation Internet Experimentation (NGI-E), with the goal to transform the current NGI-E setting into an increasingly dynamic, collaborative and participatory Innovation Ecosystem capable of effectively supporting and coordinating activities across the...

ERDF Project Secretary

Knowledge Media Institute (KMi)
"£21,843 - £24,565"
Based in Milton Keynes
Temporary contrat until 30th June 2019

The Open University’s Knowledge Media Institute (KMi) is a distinct research unit within the Faculty of Science, Technology, Engineering and Mathematics (STEM). The unit seeks an experienced Project Secretary to support the delivery management of two projects funded by the European Regional Development Fund (ERDF): ICT Escalator and CityLabs. You will work as part of the KMi Administration team, reporting to the KMi Business Development Manager. You should be adaptable to the unique...

ERDF Project Manager

Knowledge Media Institute (KMi)

Based in Milton Keynes
Temporary contract until 30th June 2019

The Open University’s Knowledge Media Institute (KMi) is a distinct research unit within the Faculty of Science, Technology, Engineering and Mathematics (STEM). The unit seeks an experienced Project Manager to lead the delivery management of two projects funded by the European Regional Development Fund (ERDF): ICT Escalator and CityLabs. You will work with our project partners and SME’s within the SEMLEP Region. These projects will utilise and enhance the research and innovation...

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