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Petr Knoth
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- affiliation (PhD 2014): Open University, Knowledge Media institute, Milton Keynes, UK
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Journal Articles
- 2023
- [j16]Rishabh Upadhyay, Petr Knoth, Gabriella Pasi, Marco Viviani:
Explainable online health information truthfulness in Consumer Health Search. Frontiers Artif. Intell. 6 (2023) - [j15]Wojciech Kusa
, Aldo Lipani, Petr Knoth, Allan Hanbury:
An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews. Intell. Syst. Appl. 18: 200193 (2023) - [j14]Wojciech Kusa
, Óscar E. Mendoza
, Petr Knoth, Gabriella Pasi, Allan Hanbury:
Effective matching of patients to clinical trials using entity extraction and neural re-ranking. J. Biomed. Informatics 144: 104444 (2023) - [j13]Mike Thelwall
, Kayvan Kousha
, Paul Wilson
, Meiko Makita
, Mahshid Abdoli
, Emma Stuart
, Jonathan M. Levitt
, Petr Knoth
, Matteo Cancellieri
:
Predicting article quality scores with machine learning: The U.K. Research Excellence Framework. Quant. Sci. Stud. 4(2): 547-573 (2023) - 2022
- [j12]Nancy Pontika
, Thomas Klebel
, Antonia Correia
, Hannah Metzler
, Petr Knoth
, Tony Ross-Hellauer
:
Indicators of research quality, quantity, openness, and responsibility in institutional review, promotion, and tenure policies across seven countries. Quant. Sci. Stud. 3(4): 888-911 (2022) - [j11]Abdel Aziz Taha
, Luca Papariello
, Alexandros Bampoulidis
, Petr Knoth, Mihai Lupu
:
Formal Analysis and Estimation of Chance in Datasets Based on Their Properties. IEEE Trans. Knowl. Data Eng. 34(12): 5784-5795 (2022) - 2021
- [j10]Suchetha N. Kunnath
, Drahomira Herrmannova
, David Pride
, Petr Knoth
:
A meta-analysis of semantic classification of citations. Quant. Sci. Stud. 2(4): 1170-1215 (2021) - 2018
- [j9]Drahomira Herrmannova
, Robert M. Patton
, Petr Knoth
, Christopher G. Stahl
:
Do citations and readership identify seminal publications? Scientometrics 115(1): 239-262 (2018) - 2016
- [j8]Drahomira Herrmannova, Petr Knoth:
Current Research on Mining Scientific Publications. D Lib Mag. 22(9/10) (2016) - [j7]Drahomira Herrmannova
, Petr Knoth:
An Analysis of the Microsoft Academic Graph. D Lib Mag. 22(9/10) (2016) - [j6]Birgit Schmidt
, Astrid Orth
, Gwen Franck
, Iryna Kuchma
, Petr Knoth, José Carvalho:
Stepping up Open Science Training for European Research. Publ. 4(2): 16 (2016) - 2015
- [j5]Drahomira Herrmannova
, Petr Knoth
:
Semantometrics in Coauthorship Networks: Fulltext-based Approach for Analysing Patterns of Research Collaboration. D Lib Mag. 21(11/12) (2015) - 2014
- [j4]Petr Knoth
, Drahomira Herrmannova
:
Towards Semantometrics: A New Semantic Similarity Based Measure for Assessing a Research Publication's Contribution. D Lib Mag. 20(11/12) (2014) - 2012
- [j3]Drahomira Herrmannova
, Petr Knoth
:
Visual Search for Supporting Content Exploration in Large Document Collections. D Lib Mag. 18(7/8) (2012) - [j2]Petr Knoth
, Zdenek Zdráhal, Andreas Juffinger:
Special Issue on Mining Scientific Publications. D Lib Mag. 18(7/8) (2012) - [j1]Petr Knoth
, Zdenek Zdráhal:
CORE: Three Access Levels to Underpin Open Access. D Lib Mag. 18(11/12) (2012)
Conference and Workshop Papers
- 2023
- [c50]Suchetha N. Kunnath
, David Pride
, Petr Knoth
:
Prompting Strategies for Citation Classification. CIKM 2023: 1127-1137 - [c49]Wojciech Kusa
, Petr Knoth
, Allan Hanbury
:
CRUISE-Screening: Living Literature Reviews Toolbox. CIKM 2023: 5071-5075 - [c48]David Pride, Matteo Cancellieri
, Petr Knoth:
CORE-GPT: Combining Open Access Research and Large Language Models for Credible, Trustworthy Question Answering. TPDL 2023: 146-159 - [c47]Yasin Ghafourian
, Allan Hanbury
, Petr Knoth
:
Readability Measures as Predictors of Understandability and Engagement in Searching to Learn. TPDL 2023: 173-181 - [c46]Yasin Ghafourian
, Allan Hanbury
, Petr Knoth
:
Ranking for Learning: Studying Users' Perceptions of Relevance, Understandability, and Engagement. TPDL 2023: 284-291 - [c45]Wojciech Kusa
, Guido Zuccon
, Petr Knoth
, Allan Hanbury
:
Outcome-based Evaluation of Systematic Review Automation. ICTIR 2023: 125-133 - [c44]Wojciech Kusa, Óscar E. Mendoza, Matthias Samwald, Petr Knoth, Allan Hanbury:
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews. NeurIPS 2023 - [c43]Wojciech Kusa
, Aldo Lipani
, Petr Knoth
, Allan Hanbury
:
VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks. SIGIR 2023: 3105-3109 - 2022
- [c42]Arman Cohan, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Drahomira Herrmannova, Petr Knoth, Kyle Lo, Philipp Mayr, Michal Shmueli-Scheuer, Anita de Waard, Lucy Lu Wang:
Overview of the Third Workshop on Scholarly Document Processing. SDP@COLING 2022: 1-6 - [c41]Óscar E. Mendoza, Wojciech Kusa, Alaa El-Ebshihy, Ronin Wu, David Pride, Petr Knoth, Drahomira Herrmannova, Florina Piroi, Gabriella Pasi, Allan Hanbury:
Benchmark for Research Theme Classification of Scholarly Documents. SDP@COLING 2022: 253-262 - [c40]Wojciech Kusa
, Allan Hanbury
, Petr Knoth
:
Automation of Citation Screening for Systematic Literature Reviews Using Neural Networks: A Replicability Study. ECIR (1) 2022: 584-598 - [c39]David Pride
, Matteo Cancellieri
, Petr Knoth:
Cui Bono? Cumulative Advantage in Open Access Publishing. TPDL 2022: 260-265 - [c38]Suchetha Nambanoor Kunnath, David Pride, Petr Knoth:
Dynamic Context Extraction for Citation Classification. AACL/IJCNLP (1) 2022: 539-549 - [c37]Suchetha Nambanoor Kunnath, Valentin Stauber, Ronin Wu, David Pride, Viktor Botev, Petr Knoth:
ACT2: A multi-disciplinary semi-structured dataset for importance and purpose classification of citations. LREC 2022: 3398-3406 - [c36]Michael Boch
, Stefan Gindl, Alan Barnett, George Margetis, Véctor Mireles, Emmanouil Adamakis, Petr Knoth:
A Systematic Review of Data Management Platforms. WorldCIST (2) 2022: 15-24 - 2021
- [c35]Yasin Ghafourian, Petr Knoth, Allan Hanbury:
Information Retrieval Evaluation in Knowledge Acquisition Tasks. BIRDS+WEPIR@CHIIR 2021: 88-95 - 2020
- [c34]David Pride
, Petr Knoth:
An Authoritative Approach to Citation Classification. JCDL 2020: 337-340 - [c33]Bikash Gyawali, Nancy Pontika, Petr Knoth:
Open Access 2007 - 2017: Country and University Level Perspective. JCDL 2020: 381-384 - [c32]Petr Knoth, Suchetha N. Kunnath, Bikash Gyawali, David Pride
, Christopher G. Stahl, Drahomira Herrmannova
:
8th International Workshop on Mining Scientific Publications (WOSP 2020). JCDL 2020: 581-582 - [c31]Bikash Gyawali, Lucas Anastasiou, Petr Knoth:
Deduplication of Scholarly Documents using Locality Sensitive Hashing and Word Embeddings. LREC 2020: 901-910 - 2019
- [c30]Jöran Beel, Andrew Collins, Oliver Kopp, Linus W. Dietz, Petr Knoth:
Online Evaluations for Everyone: Mr. DLib's Living Lab for Scholarly Recommendations. ECIR (2) 2019: 213-219 - [c29]Drahomira Herrmannova
, Nancy Pontika, Petr Knoth:
Do Authors Deposit on Time? Tracking Open Access Policy Compliance. JCDL 2019: 206-216 - [c28]David Pride, Petr Knoth, Jozef Harag:
ACT: An Annotation Platform for Citation Typing at Scale. JCDL 2019: 329-330 - 2018
- [c27]Drahomira Herrmannova
, Petr Knoth, Christopher G. Stahl, Robert M. Patton, Jack C. Wells:
Research Collaboration Analysis Using Text and Graph Features. CICLing (2) 2018: 431-441 - [c26]David Pride
, Petr Knoth:
Peer Review and Citation Data in Predicting University Rankings, a Large-Scale Analysis. TPDL 2018: 195-207 - [c25]Drahomira Herrmannova, Petr Knoth, Robert M. Patton:
Analyzing Citation-Distance Networks for Evaluating Publication Impact. LREC 2018 - [c24]Anita Khadka
, Petr Knoth:
Using citation-context to reduce topic drifting on pure citation-based recommendation. RecSys 2018: 362-366 - 2017
- [c23]Aristotelis Charalampous, Petr Knoth:
Classifying Document Types to Enhance Search and Recommendations in Digital Libraries. TPDL 2017: 181-192 - [c22]Petr Knoth, Phil Gooch, Kris Jack:
What Others Say About This Work? Scalable Extraction of Citation Contexts from Research Papers. TPDL 2017: 287-299 - [c21]David Pride
, Petr Knoth:
Incidental or Influential? - Challenges in Automatically Detecting Citation Importance Using Publication Full Texts. TPDL 2017: 572-578 - [c20]David Pride, Petr Knoth:
Incidental or influential? - A decade of using text-mining for citation function classification. ISSI 2017: 1357-1367 - [c19]Matteo Cancellieri
, Nancy Pontika
, Samuel Pearce
, Lucas Anastasiou
, Petr Knoth
:
Building Scalable Digital Library Ingestion Pipelines Using Microservices. MTSR 2017: 275-285 - [c18]Petr Knoth, Anita Khadka:
Can we do better than Co-Citations? - Bringing Citation Proximity Analysis from idea to practice in research article recommendation. BIRNDL@SIGIR (1) 2017: 14-25 - [c17]Maya Hristakeva, Daniel Kershaw
, Marco Rossetti, Petr Knoth, Benjamin Pettit, Saúl Vargas, Kris Jack:
Building recommender systems for scholarly information. SWM@WSDM 2017: 25-32 - [c16]Drahomira Herrmannova
, Robert M. Patton, Petr Knoth, Christopher G. Stahl
:
Citations and Readership are Poor Indicators of Research Excellence: Introducing TrueImpactDataset, a New Dataset for Validating Research Evaluation Metrics. SWM@WSDM 2017: 41-48 - [c15]Robert M. Patton, Thomas E. Potok, Petr Knoth, Drahomira Herrmannova:
Workshop on Scholarly Web Mining (SWM 2017). WSDM 2017: 819-820 - 2016
- [c14]Drahomira Herrmannova
, Petr Knoth:
Semantometrics: Towards Fulltext-based Research Evaluation. JCDL 2016: 235-236 - [c13]Petr Knoth, Lucas Anastasiou, Drahomira Herrmannova, Nancy Pontika:
5th International Workshop on Mining Scientific Publications (WOSP 2016). JCDL 2016: 295-297 - 2015
- [c12]Nancy Pontika, Petr Knoth
, Matteo Cancellieri
, Samuel Pearce
:
Fostering open science to research using a taxonomy and an eLearning portal. I-KNOW 2015: 11:1-11:8 - [c11]Drahomira Herrmannova, Petr Knoth:
Semantometrics: Fulltext-Based Measures for Analysing Research Collaboration. ISSI 2015 - [c10]Petr Knoth, Kris Jack, Lucas Anastasiou, Nuno Freire
, Nancy Pontika, Drahomira Herrmannova:
WOSP2015: 4th International Workshop on Mining Scientific Publications. JCDL 2015: 299-301 - 2014
- [c9]Pavel Kats, Marcin Mielnicki, Petr Knoth
, Markus Muhr, Georgios Mamakis, Marcin Werla
:
Design of Europeana Cloud technical infrastructure. JCDL 2014: 491-492 - 2013
- [c8]Zdenek Zdráhal, Petr Knoth, Paul Mulholland, Trevor D. Collins:
Sharing and Reusing Multimedia Multilingual Educational Resources in Medicine. EFMI-STC 2013: 98-102 - [c7]Petr Knoth, Zdenek Zdráhal:
CORE: aggregation use cases for open access. JCDL 2013: 441-442 - [c6]Petr Knoth, Drahomira Herrmannova:
Simple Yet Effective Methods for Cross-Lingual Link Discovery (CLLD) - KMI @ NTCIR-10 CrossLink-2. NTCIR 2013 - 2011
- [c5]Petr Knoth
, Vojtech Robotka, Zdenek Zdráhal:
Connecting Repositories in the Open Access Domain Using Text Mining and Semantic Data. TPDL 2011: 483-487 - [c4]Petr Knoth, Lukás Zilka, Zdenek Zdráhal:
KMI, The Open University at NTCIR-9 CrossLink: Cross-Lingual Link Discovery in Wikipedia Using Explicit Semantic Analysis. NTCIR 2011 - [c3]Maria Maleshkova, Lukás Zilka, Petr Knoth, Carlos Pedrinaci:
Cross-Lingual Web API Classification and Annotation. MSW 2011: 1-12 - 2010
- [c2]Petr Knoth, Jakub Novotny, Zdenek Zdráhal:
Automatic generation of inter-passage links based on semantic similarity. COLING 2010: 590-598 - [c1]Petr Knoth
, Trevor D. Collins
, Elsa Sklavounou, Zdenek Zdráhal:
EUROGENE: Multilingual Retrieval and Machine Translation Applied to Human Genetics. ECIR 2010: 670-671
Editorship
- 2022
- [e2]Arman Cohan, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Drahomira Herrmannova, Petr Knoth, Kyle Lo, Philipp Mayr, Michal Shmueli-Scheuer, Anita de Waard, Lucy Lu Wang:
Proceedings of the Third Workshop on Scholarly Document Processing, SDP@COLING 2022, Gyeongju, Republic of Korea, October 12 - 17, 2022. Association for Computational Linguistics 2022 [contents] - 2020
- [e1]Muthu Kumar Chandrasekaran, Anita de Waard, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Eduard H. Hovy, Petr Knoth, David Konopnicki, Philipp Mayr, Robert M. Patton, Michal Shmueli-Scheuer:
Proceedings of the First Workshop on Scholarly Document Processing, SDP@EMNLP 2020, Online, November 19, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-70-5 [contents]
Informal and Other Publications
- 2023
- [i17]Wojciech Kusa, Guido Zuccon, Petr Knoth, Allan Hanbury:
Outcome-based Evaluation of Systematic Review Automation. CoRR abs/2306.17614 (2023) - [i16]Wojciech Kusa, Óscar E. Mendoza, Petr Knoth, Gabriella Pasi, Allan Hanbury:
Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking. CoRR abs/2307.00381 (2023) - [i15]David Pride, Matteo Cancellieri, Petr Knoth:
CORE-GPT: Combining Open Access research and large language models for credible, trustworthy question answering. CoRR abs/2307.04683 (2023) - [i14]Wojciech Kusa, Petr Knoth, Allan Hanbury:
CRUISE-Screening: Living Literature Reviews Toolbox. CoRR abs/2309.01684 (2023) - [i13]Wojciech Kusa, Óscar E. Mendoza, Matthias Samwald, Petr Knoth, Allan Hanbury:
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews. CoRR abs/2311.12474 (2023) - 2022
- [i12]Wojciech Kusa, Allan Hanbury, Petr Knoth:
Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study. CoRR abs/2201.07534 (2022) - [i11]Abdel Aziz Taha, Leonhard Hennig, Petr Knoth:
Confidence estimation of classification based on the distribution of the neural network output layer. CoRR abs/2210.07745 (2022) - [i10]Mike Thelwall
, Kayvan Kousha, Mahshid Abdoli, Emma Stuart, Meiko Makita, Paul Wilson, Jonathan M. Levitt, Petr Knoth, Matteo Cancellieri:
Predicting article quality scores with machine learning: The UK Research Excellence Framework. CoRR abs/2212.05415 (2022) - 2019
- [i9]Drahomira Herrmannova, Nancy Pontika, Petr Knoth:
Do Authors Deposit on Time? Tracking Open Access Policy Compliance. CoRR abs/1906.03307 (2019) - 2018
- [i8]Drahomira Herrmannova, Robert M. Patton, Petr Knoth, Christopher G. Stahl:
Do Citations and Readership Identify Seminal Publications? CoRR abs/1802.04853 (2018) - [i7]David Pride, Petr Knoth:
Peer review and citation data in predicting university rankings, a large-scale analysis. CoRR abs/1805.08529 (2018) - [i6]Jöran Beel, Andrew Collins, Oliver Kopp, Linus W. Dietz, Petr Knoth:
Mr. DLib's Living Lab for Scholarly Recommendations. CoRR abs/1807.07298 (2018) - 2017
- [i5]Petr Knoth, Lucas Anastasiou, Aristotelis Charalampous, Matteo Cancellieri, Samuel Pearce, Nancy Pontika, Vaclav Bayer:
Towards effective research recommender systems for repositories. CoRR abs/1705.00578 (2017) - [i4]Aristotelis Charalampous, Petr Knoth:
Classifying document types to enhance search and recommendations in digital libraries. CoRR abs/1707.04134 (2017) - [i3]David Pride, Petr Knoth:
Incidental or influential? - Challenges in automatically detecting citation importance using publication full texts. CoRR abs/1707.04207 (2017) - 2016
- [i2]Drahomira Herrmannova, Petr Knoth:
Semantometrics: Towards Fulltext-based Research Evaluation. CoRR abs/1605.04180 (2016) - [i1]Drahomira Herrmannova
, Petr Knoth:
Simple Yet Effective Methods for Large-Scale Scholarly Publication Ranking. CoRR abs/1611.05222 (2016)
Coauthor Index
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