Petr Knoth is a full professor at the Knowledge Media institute, The Open University. He leads the Big Scientific Data and Text Analytics Group (BSDTAG) which conducts research and develops new technologies powered by AI in the area of the machine processing of scientific information. He is the Founder and Head of CORE (core.ac.uk), a large not-for-profit full text indexing system for open access papers with millions of monthly active users. CORE makes research papers available for people to...

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

Kusa, W., Knoth, P. and Hanbury, A. (2023) CRUISE-Screening: Living Literature Reviews Toolbox, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Birmingham, UK

Ghafourian, Y., Hanbury, A. and Knoth, P. (2023) Ranking for Learning: Studying Users' Perceptions of Relevance, Understandability, and Engagement, International Conference on Theory and Practice of Digital Libraries TPDL 2023: Linking Theory and Practice of Digital Libraries, Zadar, Croatia

Ghafourian, Y., Hanbury, A. and Knoth, P. (2023) Readability Measures as Predictors of Understandability and Engagement in Searching to Learn, Linking Theory and Practice of Digital Libraries 27th International Conference on Theory and Practice of Digital Libraries, TPDL 2023, Zadar, Croatia

Pride, D., Cancellieri, M. and Knoth, P. (2023) CORE-GPT: Combining Open Access Research and Large Language Models for Credible, Trustworthy Question Answering, International Conference on Theory and Practice of Digital Libraries TPDL 2023: Linking Theory and Practice of Digital Libraries, Zadar, Croatia

Kusa, W., Zuccon, G., Knoth, P. and Hanbury, A. (2023) Outcome-based Evaluation of Systematic Review Automation, ICTIR '23: Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, Taipei, Taiwan

Kusa, W., Lipani, A., Knoth, P. and Hanbury, A. (2023) VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks, SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, Taipei, Taiwan

Kusa, W., (2023) Effective matching of patients to clinical trials using entity extraction and neural re-ranking, Journal of biomedical informatics, pp. [Early Access]

Upadhyay, R., Knoth, P., Pasi, G. and Viviani, M. (2023) Explainable online health information truthfulness in Consumer Health Search, Frontiers in Artificial Intelligence, 6, Frontiers Media S.A.

Kusa, W., Lipani, A., Knoth, P. and Hanbury, A. (2023) An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews, Intelligent Systems with Applications, 18, Elsevier

Thelwall, M., Kousha, K., Wilson, P., Makita, M., Abdoli, M., Stuart, E., Levitt, J., Knoth, P. and Cancellieri, M. (2023) Predicting article quality scores with machine learning: The UK Research Excellence Framework, Quantitative Science Studies, pp. (early access), MIT Press

Knoth, P., Herrmannova, D., Cancellieri, M., , l., Pontika, N., Pearce, S., Gyawali, B. and Pride, D. (2023) CORE: A Global Aggregation Service for Open Access Papers, Scientific Data, 10, Nature Publishing Group UK

Knoth, P., Herrmannova, D., Cancellieri, M., , l., Pontika, N., Pearce, S., Gyawali, B. and Pride, D. (2023) CORE: A Global Aggregation Service for Open Access Papers, Scientific Data, 10, pp. 366

N. Kunnath, S., Pride, D. and Knoth, P. (2023) Prompting Strategies for Citation Classification, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM '23), Birmingham, United Kingdom

Ross-Hellauer, T., Klebel, T., Knoth, P. and Pontika, N. (2023) Value dissonance in research(er) assessment: individual and perceived institutional priorities in review, promotion, and tenure, Science and Public Policy, pp. (Early access), Oxford University Press (OUP)

N. Kunnath, S., Pride, D. and Knoth, P. (2022) Dynamic Context Extraction for Citation Classification, The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, Virtual

Pontika, N., Klebel, T., Correia, A., Metzler, H., Knoth, P. and Ross-Hellauer, T. (2022) Indicators of research quality, quantity, openness and responsibility in institutional review, promotion and tenure policies across seven countries, Quantitative Science Studies, pp. (Early Access), MIT Press

, Kusa, W., El-Ebshihy, A., Wu, R., Pride, D., Knoth, P., Herrmannova, D., Piroi, F., Pasi, G. and Hanbury, A. (2022) Benchmark for Research Theme Classification of Scholarly Documents, COLING 2022: 29th International Conference on Computational Linguistics, Gyeongju, South Korea

Pride, D., Cancellieri, M. and Knoth, P. (2022) Cui Bono? Cumulative Advantage in Open Access Publishing, TPDL2022, Padua, Italy

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

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)

Ghafourian, Y., Knoth, P. and Hanbury, A. (2021) Information retrieval evaluation in knowledge acquisition tasks, WEPIR 2021: The 3rd Workshop on Evaluation of Personalisation in Information Retrieval at CHIIR 2021, [Online]

N. Kunnath, S., Herrmannova, D., Pride, D. and Knoth, P. (2021) A Meta-analysis of Semantic Classification of Citations, Quantitative Science Studies, 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

Gyawali, B., , l. and Knoth, P. (2020) Deduplication of Scholarly Documents using Locality Sensitive Hashing and Word Embeddings, 12th Language Resources and Evaluation Conference, Marseille, France

Knoth, P., , l., Cancellieri, M., Gyawali, B., Herrmannova, D., Misak, S., Huba, A., Pearce, S., Pontika, N., Rumyanceva, S. and Tarasiuk, M. (2019) Aggregating The World's Open Access Research Papers

Herrmannova, D., Pontika, N. and Knoth, P. (2019) Do Authors Deposit on Time? Tracking Open Access Policy Compliance, 2019 ACM/IEEE Joint Conference on Digital Libraries, Urbana-Champaign, IL

Pride, D., Harag, J. and Knoth, P. (2019) ACT: An Annotation Platform for Citation Typing at Scale, JCDL 2019 - ACM/IEEE JOINT CONFERENCE ON DIGITAL LIBRARIES 2019, Urbana-Champaign, Illinois

Pride, D., Harag, J. and Knoth, P. (2019) ACT: An Annotation Platform for Citation Typing at Scale (JCDL Poster Presentation), JCDL 2019 - ACM/IEEE-CS Joint Conference on Digital Libraries 2019, Urbana-Champaign, Illinois

Beel, J., Collins, A., Kopp, O., Dietz, L. and Knoth, P. (2019) Online Evaluations for Everyone: Mr. DLib's Living Lab for Scholarly Recommendations, 41st European Conference on Information Retrieval Research, Cologne

Khadka, A. and Knoth, P. (2018) Using citation-context to reduce topic drifting on pure citation-based recommendation, The 12th ACM Conference on Recommender Systems, Vancouver, British Columbia, Canada

Pride, D. and Knoth, P. (2018) Peer review and citation data in predicting university rankings, a large-scale analysis, 22nd International conference on Theory and Practice of Digital Libraries (TPDL2018), Porto, Portugal Lecture Notes in Computer Science, Springer - (Best Paper Award)

Knoth, P., Anastasiou, L., Pearce, S. and Pontika, M. (2018) Towards a Global Comprehensive Dataset of Open Access Papers for Text Analytics, Open Repositories 2018, Bozeman, Montana

Shearer, K., Rodrigues, E., Bollini, A., Cabezas, A., Castelli, D., Carr, L., Chan, L., Humphrey, C., Johnson, R., Knoth, P., Manghi, P., Matizirofa, L., Perakakis, P., Schirrwagen, J., Smith, T., Sompel, H., Walk, P., Wilcox, D. and Yamaji, K. (2018) Next generation repositories: Scaling up repositories to a global knowledge commons, Open Repositories 2018, Bozeman, Montana

Herrmannova, D., Knoth, P. and Patton, R. (2018) Analyzing Citation-Distance Networks for Evaluating Publication Impact, Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), Miyazaki, Japan

Labropoulou, P., Galanis, D., Lempesis, A., Greenwood, M., Knoth, P., Castilho, R., Sachtouris, S., Georgantopoulos, B., Martziou, S., Anastasiou, L., Gkirtzou, K., Manola, N. and Piperidis, S. (2018) OpenMinTeD: A Platform Facilitating Text Mining of Scholarly Content, Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), Miyazaki, Japan, European Language Resources Association (ELRA)

Herrmannova, D., Knoth, P., Stahl, C., Patton, R. and Wells, J. (2018) Text and Graph Based Approach for Analyzing Patterns of Research Collaboration: An analysis of the TrueImpactDataset, Workshop: 1st Workshop on Computational Impact Detection from Text Data (CIDTD) at Language Resources and Evaluation Conference (LREC) 2018, Miyazaki, Japan, European Language Resources Association (ELRA)

Herrmannova, D., Patton, R., Knoth, P. and Stahl, C. (2018) Do Citations and Readership Identify Seminal Publications?, Scientometrics, 115, 1, pp. 239-262, Springer Netherlands

Herrmannova, D., Knoth, P., Stahl, C., Patton, R. and Wells, J. (2018) Research Collaboration Analysis Using Text and Graph Features, 19th International Conference on Computational Linguistics and Intelligent Text Processing, Hanoi, Vietnam Lecture Notes in Computer Science, Springer

Pride, D. and Knoth, P. (2017) Incidental or influential? A decade of using text-mining for citation function classification, 16th International Conference on Scientometrics & Informetrics, Wuhan, China.

Pride, D. and Knoth, P. (2017) Incidental or influential? - A decade of using text-mining for citation function classification, 16th International Society of Scientometrics and Informetrics Conference, Wuhan

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

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

Cancellieri, M., Pontika, N., Pearce, S., Anastasiou, L. and Knoth, P. (2017) Building scalable digital library ingestion pipelines using microservices, MTSR'17 : 11th International Conference on Metadata and Semantics Research, Tallin, Estonia

Knoth, P. and Khadka, A. (2017) Can we do better than co-citations? Bringing Citation Proximity Analysis from idea to practice in research articles recommendation, Workshop: 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) at The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)

Knoth, P., Anastasiou, L., Charalampous, A., Cancellieri, M., Pearce, S., Pontika, N. and , 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

Pontika, N., Knoth, P., Anastasiou, L., Charalampous, A., Cancellieri, M., Pearce, S. and , v. (2017) The uptake of the CORE recommender in repositories

Knoth, P., Anastasiou, L., Basile, G., Pearce, S. and Pontika, N. (2017) Machine accessibility of Open Access scientific publications from publisher systems via ResourceSync

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

Herrmannova, D., Patton, R., Knoth, P. and Stahl, C. (2017) Citations and Readership are Poor Indicators of Research Excellence: Introducing TrueImpactDataset, a New Dataset for Validating Research Evaluation Metrics, 1st Workshop on Scholarly Web Mining, Cambridge, UK

Herrmannova, D. and Knoth, P. (2016) An Analysis of the Microsoft Academic Graph An Analysis of the Microsoft Academic Graph, 22