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Drahomira Herrmannova Member status icon

PhD Research Student
Drahomira Herrmannova Photograph

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I joined KMi as an intern in October 2011. During my one year internship period I worked as a developer on the CORE project.

- http://core-project.kmi.open.ac.uk/about-core

After finishing my internship I returned to KMi in October 2012 as a PhD Research Student. My research project aims at analysing research publication data sets to discover important properties and patterns. For example, to find new methods for predicting impact of publications and/or their authors in the research field.

Main goals of my research will include evaluating how the impact measures based on citations represent the importance of a paper, designing new methods for measuring impact that will address the current challenges in this area and analysing how the new measures and methods can be used in other disciplines such as information retrieval, exploratory search, digital libraries, etc.

My supervisors are Prof. Zdenek Zdrahal and Dr. Petr Knoth from KMi:

- http://kmi.open.ac.uk/people/member/zdenek-zdrahal

- http://kmi.open.ac.uk/people/member/petr-knoth

I also work on the OU Analyse project, which focuses on using machine learning techniques for improving student retention.

- http://analyse.kmi.open.ac.uk

Keys: Scientometrics, Bibliometrics, Citation Analysis, Research Evaluation, Natural Language Processing

Team: Lucas Anastasiou, Matteo Cancellieri, Martin Hlosta, Pavel Kefurt, Petr Knoth, Jakub Kuzilek, Samuel Pearce, Nancy Pontika, Zdenek Zdrahal

News

11 Jul 2016


23 Jun 2016


04 Apr 2016


14 Dec 2015


18 Nov 2015

View all 7 Articles

Publications

 

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

Publications | Download PDF  

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

Publications | Visit External Site for Details  

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

Publications | Visit External Site for Details  

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

Publications | Visit External Site for Details Publications | Visit External Site for Details  

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

View all 15 publications

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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Jobs

Junior Front-end and CMS Web Developer

Knowledge Media Institute (KMi)
21,843 - 24,565
Based in Milton Keynes
Temporary contract for 12 months

The Knowledge Media Institute (KMi) within STEM is looking for a Junior Front-end & CMS Web Developer to join their team at the OU that runs a large aggregator of research papers called CORE, and a...

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