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

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

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

, 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

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

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)

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

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

Herrmannova, D. (2018) Mining Scholarly Publications for Research Evaluation

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

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

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)

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

Herrmannova, D. and Knoth, P. (2016) Semantometrics: Towards Fulltext-based Research Evaluation, Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries, Newark, New Jersey, USA

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

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

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

Herrmannova, D. and Knoth, P. (2016) Simple Yet Effective Methods for Large-Scale Scholarly Publication Ranking, Proceedings of the WSDM Cup 2016 - Entity Ranking Challenge, the 9th ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA

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

Herrmannova, D. and Knoth, P. (2016) Towards full-text based research metrics: Exploring semantometrics

Herrmannova, D., Hlosta, M., Kuzilek, J. and Zdrahal, Z. (2015) Evaluating Weekly Predictions of At-Risk Students at The Open University: Results and Issues, EDEN 2015, Barcelona, Spain

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

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

Kuzilek, J., Hlosta, M., Herrmannova, D., Vaclavek, J., Zdrahal, Z. and Wolff, A. (2015) OU Analyse: Analysing At-Risk Students at The Open University, Learning Analytics and Knowledge (LAK15), Learning Analytics Review, LAK15-1, LACE project

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

Wolff, A., Zdrahal, Z., Herrmannova, D., Kuzilek, J. and Hlosta, M. (2014) Developing predictive models for early detection of at-risk students on distance learning modules, Workshop: Machine Learning and Learning Analytics at Learning Analytics and Knowledge (LAK), Indianapolis

Hlosta, M., Herrmannova, D., Vachova, L., Kuzilek, J., Zdrahal, Z. and Wolff, A. (2014) Modelling student online behaviour in a virtual learning environment, Workshop: Machine Learning and Learning Analytics at Learning Analytics and Knowledge (LAK), Indianapolis

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

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

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

Herrmannova, D. (2011) Social Network Integration into an Information Portal: Social Media in Practice, LAP Lambert Academic Publishing