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Drahomira Herrmannova (Alumni) Member status icon

Research Associate
Drahomira Herrmannova Photograph

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ORCID: https://orcid.org/0000-0002-2730-1546

Keys: Text Mining, Data Mining, Information Retrieval, Digital Libraries

Team: Lucas Anastasiou, Matteo Cancellieri, Bikash Gyawali, Petr Knoth, Samuel Pearce, Nancy Pontika, , Zdenek Zdrahal

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Publications

Mendoza, Ó.E., 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. In: COLING 2022: 29th International Conference on Computational Linguistics, 12-17 Oct 2022, Gyeongju, South Korea. https://oro.open.ac.uk/94380/.

Knoth, P., Herrmannova, D., Cancellieri, M., Anastasiou, L., Pontika, N., Pearce, S., Gyawali, B. and Pride, D. (2023). CORE: A Global Aggregation Service for Open Access Papers. Scientific Data, 10(1), https://oro.open.ac.uk/89835/.

Kunnath, S.N., Herrmannova, D., Pride, D. and Knoth, P. (2022). A Meta-analysis of Semantic Classification of Citations. Quantitative Science Studies, 2(4), pp. 1170–1215. https://oro.open.ac.uk/79616/.

Kunnath, S.N., Pride, D., Herrmannova, D. and Knoth, P. (2021). Overview of the 2021 SDP 3C Citation Context Classification Shared Task. In: Second Workshop on Scholarly Document Processing (SDP), 10 Jun 2021, Mexico City, Mexico. https://oro.open.ac.uk/78314/.

Knoth, P., Kunnath, S.N., Gyawali, B., Pride, D., Stahl, C. and Herrmannova, D. (2020). 8th International Workshop on Mining Scientific Publications (WOSP 2020). In: ACM/IEEE Joint Conference on Digital Libraries in 2020 (JCDL ’20), 1-5 Aug 2020, Virtual - China. https://oro.open.ac.uk/74272/.

Knoth, P., Anastasiou, 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. Open Science Fair. https://oro.open.ac.uk/66378/.

Herrmannova, D. and Knoth, P. (2016). Simple Yet Effective Methods for Large-Scale Scholarly Publication Ranking. In: Proceedings of the WSDM Cup 2016 - Entity Ranking Challenge, the 9th ACM International Conference on Web Search and Data Mining, 22-25 Feb 2016, San Francisco, CA, USA. https://oro.open.ac.uk/60968/.

Herrmannova, D. and Knoth, P. (2015). Semantometrics: Fulltext-Based Measures for Analysing Research Collaboration. In: Proceedings of the 15th International Conference of the International Society for Scientometrics and Informetrics, 29 Jun - 3 Jul 2015, Istanbul, Turkey. https://oro.open.ac.uk/60975/.

Herrmannova, D. and Knoth, P. (2016). Semantometrics: Towards Fulltext-based Research Evaluation. In: Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries, 19-23 Jun 2016, Newark, New Jersey, USA. https://oro.open.ac.uk/60965/.

Herrmannova, D. and Knoth, P. (2016). Towards full-text based research metrics: Exploring semantometrics. Jisc. https://oro.open.ac.uk/60971/.

Herrmannova, D. and Knoth, P. (2016). An Analysis of the Microsoft Academic Graph. D-Lib Magazine, 22(9/10), https://oro.open.ac.uk/60960/.

Herrmannova, D., Pontika, N. and Knoth, P. (2019). Do Authors Deposit on Time? Tracking Open Access Policy Compliance. In: 2019 ACM/IEEE Joint Conference on Digital Libraries, 2-6 Jun 2019, Urbana-Champaign, IL. https://oro.open.ac.uk/60478/.

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. In: 1st Workshop on Scholarly Web Mining, 10 Feb 2017, Cambridge, UK. https://oro.open.ac.uk/59079/.

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. In: 1st Workshop on Computational Impact Detection from Text Data (CIDTD), 8 May 2018, Miyazaki, Japan. https://oro.open.ac.uk/55987/.

Herrmannova, D., Knoth, P., Stahl, C., Patton, R. and Wells, J. (2023). Research Collaboration Analysis Using Text and Graph Features. In: 19th International Conference on Computational Linguistics and Intelligent Text Processing, 18-24 Mar 2018, Hanoi, Vietnam. https://oro.open.ac.uk/55798/.

Herrmannova, D. (2018). Mining Scholarly Publications for Research Evaluation. [Thesis] https://oro.open.ac.uk/55421/.

Herrmannova, D., Knoth, P. and Patton, R. (2018). Analyzing Citation-Distance Networks for Evaluating Publication Impact. In: 11th edition of the Language Resources and Evaluation Conference, 7-12 May 2018, Miyazaki, Japan. https://oro.open.ac.uk/53638/.

Herrmannova, D., Patton, R.M., Knoth, P. and Stahl, C.G. (2018). Do citations and readership identify seminal publications? Scientometrics, 115(1), pp. 239–262. https://oro.open.ac.uk/53639/.

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), https://oro.open.ac.uk/46804/.

Herrmannova, D., Hlosta, M., Kuzilek, J. and Zdrahal, Z. (2015). Evaluating Weekly Predictions of At-Risk Students at The Open University: Results and Issues. In: EDEN 2015 Annual Conference Expanding Learning Scenarios: Opening Out the Educational Landscape, 9-12 Jun 2015, Barcelona, Spain. https://oro.open.ac.uk/44019/.

Tech Reports

View AbstractDownload PDF

Mining Research Publication Networks for Impact
Techreport ID: kmi-14-01
Date: 2014
Author(s): Drahomira Herrmannova

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