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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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2020 – today

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2023
[j16]
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  - journals/frai/UpadhyayKPV23
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Rishabh Upadhyay, Petr Knoth, Gabriella Pasi, Marco Viviani:
Explainable online health information truthfulness in Consumer Health Search. Frontiers Artif. Intell. 6 (2023)
[j15]
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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]
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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]
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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)
[c50]
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Suchetha N. Kunnath, David Pride, Petr Knoth:
Prompting Strategies for Citation Classification. CIKM 2023: 1127-1137
[c49]
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Wojciech Kusa, Petr Knoth, Allan Hanbury:
CRUISE-Screening: Living Literature Reviews Toolbox. CIKM 2023: 5071-5075
[c48]
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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]
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Yasin Ghafourian, Allan Hanbury, Petr Knoth:
Readability Measures as Predictors of Understandability and Engagement in Searching to Learn. TPDL 2023: 173-181
[c46]
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Yasin Ghafourian, Allan Hanbury, Petr Knoth:
Ranking for Learning: Studying Users' Perceptions of Relevance, Understandability, and Engagement. TPDL 2023: 284-291
[c45]
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Wojciech Kusa, Guido Zuccon, Petr Knoth, Allan Hanbury:
Outcome-based Evaluation of Systematic Review Automation. ICTIR 2023: 125-133
[c44]
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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]
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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
[i17]
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  - journals/corr/abs-2306-17614
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Wojciech Kusa, Guido Zuccon, Petr Knoth, Allan Hanbury:
Outcome-based Evaluation of Systematic Review Automation. CoRR abs/2306.17614 (2023)
[i16]
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  - journals/corr/abs-2307-00381
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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]
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  - journals/corr/abs-2307-04683
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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]
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  - journals/corr/abs-2309-01684
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Wojciech Kusa, Petr Knoth, Allan Hanbury:
CRUISE-Screening: Living Literature Reviews Toolbox. CoRR abs/2309.01684 (2023)
[i13]
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  - journals/corr/abs-2311-12474
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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
[j12]
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  - journals/qss/PontikaKCMKR22
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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]
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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)
[c42]
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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]
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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]
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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]
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David Pride, Matteo Cancellieri, Petr Knoth:
Cui Bono? Cumulative Advantage in Open Access Publishing. TPDL 2022: 260-265
[c38]
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Suchetha Nambanoor Kunnath, David Pride, Petr Knoth:
Dynamic Context Extraction for Citation Classification. AACL/IJCNLP (1) 2022: 539-549
[c37]
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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]
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  - conf/worldcist/BochGBMMAK22
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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
[e2]
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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]
[i12]
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  - journals/corr/abs-2201-07534
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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]
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  - journals/corr/abs-2210-07745
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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]
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  - journals/corr/abs-2212-05415
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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)
2021
[j10]
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  - journals/qss/KunnathHPK21
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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)
[c35]
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  - conf/chiir/GhafourianKH21
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Yasin Ghafourian, Petr Knoth, Allan Hanbury:
Information Retrieval Evaluation in Knowledge Acquisition Tasks. BIRDS+WEPIR@CHIIR 2021: 88-95
2020
[c34]
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  - conf/jcdl/PrideK20
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David Pride, Petr Knoth:
An Authoritative Approach to Citation Classification. JCDL 2020: 337-340
[c33]
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  - conf/jcdl/GyawaliPK20
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Bikash Gyawali, Nancy Pontika, Petr Knoth:
Open Access 2007 - 2017: Country and University Level Perspective. JCDL 2020: 381-384
[c32]
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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]
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  - conf/lrec/GyawaliAK20
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Bikash Gyawali, Lucas Anastasiou, Petr Knoth:
Deduplication of Scholarly Documents using Locality Sensitive Hashing and Word Embeddings. LREC 2020: 901-910
[e1]
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  - conf/emnlp/2020sdp
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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]

2010 – 2019

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2019
[c30]
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  - conf/ecir/BeelCKDK19
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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]
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Drahomira Herrmannova, Nancy Pontika, Petr Knoth:
Do Authors Deposit on Time? Tracking Open Access Policy Compliance. JCDL 2019: 206-216
[c28]
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David Pride, Petr Knoth, Jozef Harag:
ACT: An Annotation Platform for Citation Typing at Scale. JCDL 2019: 329-330
[i9]
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  - journals/corr/abs-1906-03307
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Drahomira Herrmannova, Nancy Pontika, Petr Knoth:
Do Authors Deposit on Time? Tracking Open Access Policy Compliance. CoRR abs/1906.03307 (2019)
2018
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Drahomira Herrmannova, Robert M. Patton, Petr Knoth, Christopher G. Stahl:
Do citations and readership identify seminal publications? Scientometrics 115(1): 239-262 (2018)
[c27]
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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]
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David Pride, Petr Knoth:
Peer Review and Citation Data in Predicting University Rankings, a Large-Scale Analysis. TPDL 2018: 195-207
[c25]
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Drahomira Herrmannova, Petr Knoth, Robert M. Patton:
Analyzing Citation-Distance Networks for Evaluating Publication Impact. LREC 2018
[c24]
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  - conf/recsys/KhadkaK18
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Anita Khadka, Petr Knoth:
Using citation-context to reduce topic drifting on pure citation-based recommendation. RecSys 2018: 362-366
[i8]
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  - journals/corr/abs-1802-04853
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Drahomira Herrmannova, Robert M. Patton, Petr Knoth, Christopher G. Stahl:
Do Citations and Readership Identify Seminal Publications? CoRR abs/1802.04853 (2018)
[i7]
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  - journals/corr/abs-1805-08529
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David Pride, Petr Knoth:
Peer review and citation data in predicting university rankings, a large-scale analysis. CoRR abs/1805.08529 (2018)
[i6]
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  - journals/corr/abs-1807-07298
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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
[c23]
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Aristotelis Charalampous, Petr Knoth:
Classifying Document Types to Enhance Search and Recommendations in Digital Libraries. TPDL 2017: 181-192
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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]
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David Pride, Petr Knoth:
Incidental or Influential? - Challenges in Automatically Detecting Citation Importance Using Publication Full Texts. TPDL 2017: 572-578
[c20]
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David Pride, Petr Knoth:
Incidental or influential? - A decade of using text-mining for citation function classification. ISSI 2017: 1357-1367
[c19]
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Matteo Cancellieri, Nancy Pontika, Samuel Pearce, Lucas Anastasiou, Petr Knoth:
Building Scalable Digital Library Ingestion Pipelines Using Microservices. MTSR 2017: 275-285
[c18]
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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]
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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]
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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
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Robert M. Patton, Thomas E. Potok, Petr Knoth, Drahomira Herrmannova:
Workshop on Scholarly Web Mining (SWM 2017). WSDM 2017: 819-820
[i5]
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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)
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Aristotelis Charalampous, Petr Knoth:
Classifying document types to enhance search and recommendations in digital libraries. CoRR abs/1707.04134 (2017)
[i3]
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David Pride, Petr Knoth:
Incidental or influential? - Challenges in automatically detecting citation importance using publication full texts. CoRR abs/1707.04207 (2017)
2016
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Drahomira Herrmannova, Petr Knoth:
Current Research on Mining Scientific Publications. D Lib Mag. 22(9/10) (2016)
[j7]
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Drahomira Herrmannova, Petr Knoth:
An Analysis of the Microsoft Academic Graph. D Lib Mag. 22(9/10) (2016)
[j6]
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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)
[c14]
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Drahomira Herrmannova, Petr Knoth:
Semantometrics: Towards Fulltext-based Research Evaluation. JCDL 2016: 235-236
[c13]
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Petr Knoth, Lucas Anastasiou, Drahomira Herrmannova, Nancy Pontika:
5th International Workshop on Mining Scientific Publications (WOSP 2016). JCDL 2016: 295-297
[i2]
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Drahomira Herrmannova, Petr Knoth:
Semantometrics: Towards Fulltext-based Research Evaluation. CoRR abs/1605.04180 (2016)
[i1]
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Drahomira Herrmannova, Petr Knoth:
Simple Yet Effective Methods for Large-Scale Scholarly Publication Ranking. CoRR abs/1611.05222 (2016)
2015
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Drahomira Herrmannova, Petr Knoth:
Semantometrics in Coauthorship Networks: Fulltext-based Approach for Analysing Patterns of Research Collaboration. D Lib Mag. 21(11/12) (2015)
[c12]
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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]
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Drahomira Herrmannova, Petr Knoth:
Semantometrics: Fulltext-Based Measures for Analysing Research Collaboration. ISSI 2015
[c10]
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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
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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)
[c9]
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Pavel Kats, Marcin Mielnicki, Petr Knoth, Markus Muhr, Georgios Mamakis, Marcin Werla:
Design of Europeana Cloud technical infrastructure. JCDL 2014: 491-492
2013
[c8]
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Zdenek Zdráhal, Petr Knoth, Paul Mulholland, Trevor D. Collins:
Sharing and Reusing Multimedia Multilingual Educational Resources in Medicine. EFMI-STC 2013: 98-102
[c7]
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Petr Knoth, Zdenek Zdráhal:
CORE: aggregation use cases for open access. JCDL 2013: 441-442
[c6]
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Petr Knoth, Drahomira Herrmannova:
Simple Yet Effective Methods for Cross-Lingual Link Discovery (CLLD) - KMI @ NTCIR-10 CrossLink-2. NTCIR 2013
2012
[j3]
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Drahomira Herrmannova, Petr Knoth:
Visual Search for Supporting Content Exploration in Large Document Collections. D Lib Mag. 18(7/8) (2012)
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Petr Knoth, Zdenek Zdráhal, Andreas Juffinger:
Special Issue on Mining Scientific Publications. D Lib Mag. 18(7/8) (2012)
[j1]
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Petr Knoth, Zdenek Zdráhal:
CORE: Three Access Levels to Underpin Open Access. D Lib Mag. 18(11/12) (2012)
2011
[c5]
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Petr Knoth, Vojtech Robotka, Zdenek Zdráhal:
Connecting Repositories in the Open Access Domain Using Text Mining and Semantic Data. TPDL 2011: 483-487
[c4]
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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]
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Maria Maleshkova, Lukás Zilka, Petr Knoth, Carlos Pedrinaci:
Cross-Lingual Web API Classification and Annotation. MSW 2011: 1-12
2010
[c2]
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Petr Knoth, Jakub Novotny, Zdenek Zdráhal:
Automatic generation of inter-passage links based on semantic similarity. COLING 2010: 590-598
[c1]
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Petr Knoth, Trevor D. Collins, Elsa Sklavounou, Zdenek Zdráhal:
EUROGENE: Multilingual Retrieval and Machine Translation Applied to Human Genetics. ECIR 2010: 670-671

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