Currently browsing: Big Scientific Data and Text Analytics Group (BSDTAG)

Boch, Michael; Gindl, Stefan; Barnett, Alan; Margetis, George; Mireles, Victor; Adamakis, Emmanouil and Knoth, Petr (2022). A Systematic Review of Data Management Platforms. In: WorldCIST'22, 12-14 Apr 2022, Budva, Montenegro.

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Cancellieri, Matteo; Pontika, Nancy; Pearce, Samuel; Anastasiou, Lucas and Knoth, Petr (2017). Building scalable digital library ingestion pipelines using microservices. In: MSTR 2017: 11th International Conference on Metadata and Semantics Research, 28 Nov - 1 Dec 2017, Tallinn, Estonia.

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Gyawali, Bikash; Anastasiou, Lucas and Knoth, Petr (2020). Deduplication of Scholarly Documents using Locality Sensitive Hashing and Word Embeddings. In: Proceedings of The 12th Language Resources and Evaluation Conference, European Language Resources Association, Marseille, France, pp. 894–903.

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Gyawali, Bikash; Pontika, Nancy and Knoth, Petr (2020). Open Access 2007 - 2017: Country and University Level Perspective. In: In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020 (JCDL ’20).

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Herrmannova, Drahomira (2018). Mining Scholarly Publications for Research Evaluation. PhD thesis The Open University.

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Herrmannova, Drahomira and Knoth, Petr (2012). Visual search for supporting content exploration in large document collections. D-Lib Magazine, 18(7/8)

Herrmannova, Drahomira and Knoth, Petr (2015). Semantometrics in Coauthorship Networks: Fulltext-based Approach for Analysing Patterns of Research Collaboration. D-Lib Magazine, 21(11/12)

Herrmannova, Drahomira and Knoth, Petr (2016). An Analysis of the Microsoft Academic Graph. D-Lib Magazine, 22(9/10)

Herrmannova, Drahomira and Knoth, Petr (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, ACM, pp. 235–236.

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Herrmannova, Drahomira and Knoth, Petr (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.

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Herrmannova, Drahomira and Knoth, Petr (2016). Towards full-text based research metrics: Exploring semantometrics. Jisc Repository; Jisc.

Herrmannova, Drahomira and Knoth, Petr (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, International Society for Scientometrics and Informetrics.

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Herrmannova, Drahomira; Knoth, Petr and Patton, Robert (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.

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Herrmannova, Drahomira; Knoth, Petr; Stahl, Christopher; Patton, Robert and Wells, Jack (2018). Research Collaboration Analysis Using Text and Graph Features. In: Computational Linguistics and Intelligent Text Processing. CICLing 2018. Lecture Notes in Computer Science, vol 13397.

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Herrmannova, Drahomira; Knoth, Petr; Stahl, Christopher; Patton, Robert and Wells, Jack (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.

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Herrmannova, Drahomira; Patton, Robert; Knoth, Petr and Stahl, Christopher (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, ACM, pp. 41–48.

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Herrmannova, Drahomira; Patton, Robert M.; Knoth, Petr and Stahl, Christopher G. (2018). Do citations and readership identify seminal publications? Scientometrics, 115(1) pp. 239–262.

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Herrmannova, Drahomira; Pontika, Nancy and Knoth, Petr (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, pp. 206–216.

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Kats, Pavel; Knoth, Petr; Mamakis, Georgios; Mielnicki, Marcin; Muhr, Markus and Werla, Marcin (2014). Design of Europeana Cloud technical infrastructure. In: Proceedings of the 2014 IEEE/ACM Joint Conference on Digital Libraries (JCDL)., pp. 491–492.

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Kestelyn, Evelyn (2024). The Ring Plus Project: safety and accessibility of vaginal rings that protect women in Rwanda from unintended pregnancy. PhD thesis The Open University.

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Khadka, Anita and Knoth, Petr (2018). Using citation-context to reduce topic drifting on pure citation-based recommendation. In: RecSys '18: Proceedings of the 12th ACM Conference on Recommender Systems, ACM Press pp. 362–366.

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Knoth, Petr; Anastasiou, Lucas; Basile, Giorgio; Pearce, Samuel and Pontika, Nancy (2017). Machine accessibility of Open Access scientific publications from publisher systems via ResourceSync. OAI10.

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Knoth, Petr; Anastasiou, Lucas; Cancellieri, Matteo; Gyawali, Bikash; Herrmannova, Drahomira; Misak, Sergei; Huba, Alexander; Pearce, Samuel; Pontika, Nancy; Rumyanceva, Svetlana and Tarasiuk, Maria (2019). Aggregating The World's Open Access Research Papers. Open Science Fair.

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Knoth, Petr; Anastasiou, Lucas; Charalampous, Aristotelis; Cancellieri, Matteo; Pearce, Samuel; Pontika, Nancy and Bayer, Vaclav (2017). Towards effective research recommender systems for repositories. In: Open Repositories 2017, 26-30 Jun 2017, Brisbane, Australia.

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Knoth, Petr; Anastasiou, Lucas and Pearce, Samuel (2014). My repository is being aggregated: a blessing or a curse? In: Open Repositories 2014 (OR2014), 9-13 Jun 2014, Helsinki, Finland.

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Knoth, Petr (2008). Extraction of semantic relations from texts. In: Conference and Student EEICT 2008, 24 Apr 2008, Brno, Czech Republic.

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Knoth, Petr (2013). From open access metadata to open access content: two principles for increased visibility of open access content. In: Open Repositories 2013, 8-12 Jul 2013, Charlottetown, Prince Edward Island, Canada.

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Knoth, Petr (2015). Linking Textual Resources to Support Information Discovery. PhD thesis The Open University.

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Knoth, Petr; Collins, Trevor; Sklavounou, Elsa and Zdrahal, Zdenek (2010). Facilitating cross-language retrieval and machine translation by multilingual domain ontologies. In: Workshop on Supporting eLearning with Language Resources and Semantic Data (at LREC 2010), 22 May 2010, Valletta, Malta.

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Knoth, Petr; Gooch, Phil and Jack, Kris (2017). What Others Say About This Work? Scalable Extraction of Citation Contexts from Research Papers. Lecture Notes in Computer Science, 10450 pp. 287–299.

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Knoth, Petr and Herrmannova, Drahomira (2013). Simple yet effective methods for cross-lingual link discovery (CLLD) - KMI @ NTCIR-10 CrossLink-2. In: NTCIR-10 Evaluation of Information Access Technologies, 18-21 Jun 2013, Tokyo, Japan, pp. 39–46.

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Knoth, Petr and Herrmannova, Drahomira (2014). Towards Semantometrics: A New Semantic Similarity Based Measure for Assessing a Research Publication's Contribution. D-Lib Magazine, 20(11/12)

Knoth, Petr and Khadka, Anita (2017). Can we do better than co-citations? Bringing Citation Proximity Analysis from idea to practice in research articles recommendation. In: Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) (Mayr, Philipp; Chandrasekaran, Muthu Kumar and Jaidka, Kokil eds.), pp. 14–25.

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Knoth, Petr; Novotny, Jakub and Zdrahal, Zdenek (2010). Automatic generation of inter-passage links based on semantic similarity. In: Computational Linguistics (COLING 2010), 23-27 Aug 2010, Beijing, China, pp. 590–598.

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Knoth, Petr and Pontika, Nancy (2016). Aggregating Research Papers from Publishers’ Systems to Support Text and Data Mining: Deliberate Lack of Interoperability or Not? In: INTEROP2016 (Eckart de Castilho, Richard; Ananiadou, Sophia; Margoni, Thomas; Peters, Wim and Piperidis, Stelios eds.), 23 May 2016.

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Knoth, Petr; Robotka, Vojtech and Zdrahal, Zdenek (2011). Connecting repositories in the open access domain using text mining and semantic data. In: Research and Advanced Technology for Digital Libraries, pp. 483–487.

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Knoth, Petr; Schmidt, Marek; Smrz, Pavel and Zdrahal, Zdenek (2009). Towards a framework for comparing automatic term recognition methods. In: Conference Znalosti 2009, 4-6 Feb 2009, Brno, Czech Republic.

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Knoth, Petr and Zdrahal, Zdenek (2011). Mining cross-document relationships from text. In: The First International Conference on Advances in Information Mining and Management (IMMM 2011), 23-28 Oct 2011, Barcelona, Spain.

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Knoth, Petr and Zdrahal, Zdenek (2011). CORE: connecting repositories in the open access domain. In: CERN Workshop on Innovations in Scholarly Communication (OAI7), 22-24 Jun 2011, Geneva, Switzerland.

Knoth, Petr and Zdrahal, Zdenek (2012). CORE: three access levels to underpin open access. D-Lib Magazine, 18(11/12), article no. 4.

Knoth, Petr and Zdrahal, Zdenek (2013). CORE: aggregation use cases for open access. In: 2nd International Workshop on Mining Scientific Publications (WOSP 2013), 26 Jul 2013, Indianapolis, IN.

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Knoth, Petr; Zdrahal, Zdenek and Juffinger, Andreas (2012). Guest editorial. D-Lib Magazine, 18(7/8)

Knoth, Petr; Zilka, Lukas and Zdrahal, Zdenek (2011). Using Explicit Semantic Analysis for Cross-Lingual Link Discovery. In: 5th International Workshop on Cross Lingual Information Access: Computational Linguistics and the Information Need of Multilingual Societies (CLIA) at The 5th International Joint Conference on Natural Language Processing (IJC-NLP 2011), 08-13 Nov 2011, Chiang Mai, Thailand.

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Knoth, Petr; Zilka, Lukas and Zdrahal, Zdenek (2011). KMI, The Open University at NTCIR-9 CrossLink: Cross-Lingual Link Discovery in Wikipedia using explicit semantic analysis. In: NTCIR-9: The 9th NTCIR Workshop Meeting: Evaluation of Information Access Technologies: Information Retrieval, Question Answering, and Cross-Lingual Information Access, 6-9 Dec 2011, Tokyo, Japan.

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Kunnath, Suchetha N.; Herrmannova, Drahomira; Pride, David and Knoth, Petr (2022). A Meta-analysis of Semantic Classification of Citations. Quantitative Science Studies, 2(4) pp. 1170–1215.

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Kunnath, Suchetha N.; Pride, David; Herrmannova, Drahomira and Knoth, Petr (2021). Overview of the 2021 SDP 3C Citation Context Classification Shared Task. In: Proceedings of the Second Workshop on Scholarly Document Processing, Association for Computational Linguistics, Stroudsburg, PA, pp. 150–158.

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Kunnath, Suchetha N.; Pride, David; Gyawali, Bikash and Knoth, Petr (2020). Overview of the 2020 WOSP 3C Citation Context Classification Task. In: Proceedings of the 8th International Workshop on Mining Scientific Publications, Association for Computational Linguistics pp. 75–83.

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Kusa, Wojciech; Hanbury, Allan and Knoth, Petr (2022). Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study. In: Advances in Information Retrieval (Hagen, Matthias; Verberne, Suzan; Macdonald, Craig; Seifert, Christin; Balog, Krisztian; Nørvåg, Kjetil and Setty, Vinay eds.), Lecture Notes in Computer Science, Springer, Cham, pp. 584–598.

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Labropoulou, Penny; Galanis, Dimitrios; Lempesis, Antonis; Greenwood, Mark; Knoth, Petr; Eckart de Castilho, Richard; Sachtouris, Stavros; Georgantopoulos, Byron; Anastasiou, Lucas; Martziou, Stefania; Katerina, Gkirtzou; Manola, Natalia and Piperidis, Stelios (2018). OpenMinTeD: A Platform Facilitating Text Mining of Scholarly Content. In: WOSP 2018 Workshop Proceedings, European Language Resources Association (ELRA), Luxemburg.

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Nambanoor Kunnath, Suchetha; Pride, David and Knoth, Petr (2022). Dynamic Context Extraction for Citation Classification. In: The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 20-23 Nov 2022, Virtual.

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Nambanoor Kunnath, Suchetha; Pride, David and Knoth, Petr (2023). Prompting Strategies for Citation Classification. In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM '23), Birmingham, United Kingdom, pp. 1127–1137.

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Nambanoor Kunnath, Suchetha; Stauber, Valentin; Wu, Ronin; Pride, David; Botev, Viktor and Knoth, Petr (2022). ACT2: A multi-disciplinary semi-structured dataset for importance and purpose classification of citations. In: Proceedings of the 13th Language Resources and Evaluation Conference, Association for Computational Linguistics.

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Opsomer, Rob; Knoth, Petr; van Polen, Freek; Trapman, Jantine and Wiering, Marco (2008). Categorizing children: automated text classification of CHILDES files. In: The 20th Belgian-Netherlands Conference on Artificial Intelligence (BNAIC 2008), 30-31 Oct 2008, Enchede, The Netherlands.

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Pontika, Nancy; Knoth, Petr; Anastasiou, Lucas; Charalampous, Aristotelis; Cancellieri, Matteo; Pearce, Samuel and Bayer, Vaclav (2017). The uptake of the CORE recommender in repositories. OpenRepositories2017.

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Pontika, Nancy; Knoth, Petr; Cancellieri, Matteo and Pearce, Samuel (2016). Developing Infrastructure to Support Closer Collaboration of Aggregators with Open Repositories. LIBER Quarterly, 25(4) pp. 172–188.

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Pontika, Nancy and Knoth, Petr (2015). Open Science Taxonomy. FOSTER.

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Pontika, Nancy; Knoth, Petr; Cancellieri, Matteo and Pearce, Samuel (2015). Fostering Open Science to Research using a Taxonomy and an eLearning Portal. In: iKnow: 15th International Conference on Knowledge Technologies and Data Driven Business, 21-22 Oct 2015, Graz, Austria.

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Pride, David; Cancellieri, Matteo and Knoth, Petr (2022). Cui Bono? Cumulative Advantage in Open Access Publishing. In: Linking Theory and Practice of Digital Libraries (Silvello, Gianmaria; Corcho, Oscar; Manghi, Paolo; Di Nunzio, Giorgio Maria; Golub, Koraljka; Ferro, Nicola and Poggi, Antonella eds.), Lecture Notes in Computer Science, Springer, Cham, pp. 260–265.

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Pride, David; Harag, Jozef and Knoth, Petr (2019). ACT: An Annotation Platform for Citation Typing at Scale [JCDL Poster Presentation]. In: JCDL 2019 - ACM/IEEE-CS Joint Conference on Digital Libraries 2019, 2-6 Jun 2019, Urbana-Champaign, Illinois.

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Pride, David; Harag, Jozef and Knoth, Petr (2019). ACT: An Annotation Platform for Citation Typing at Scale. In: JCDL 2019 - ACM/IEEE Joint Conference on Digital Libraries 2019 (Pride, David and Knoth, Petr eds.), 2-6 Jun 2019, Urbana-Champaign, Illinois.

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Pride, David and Knoth, Petr (2017). Incidental or influential? – A decade of using text-mining for citation function classification. In: 16th International Society of Scientometrics and Informetrics Conference, 16-20 Oct 2017, Wuhan.

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Pride, David and Knoth, Petr (2018). Peer review and citation data in predicting university rankings, a large-scale analysis. In: Theory and Practice of Digital Libraries (TPDL) 2018, 10-13 Sep 2018, University of Porto, Portugal.

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Pride, David and Knoth, Petr (2020). An Authoritative Approach to Citation Classification. In: ACM/IEEE Joint Conference on Digital Libraries in 2020 (JCDL ’20), 1-5 Aug 2020, Virtual - China.

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Pride, David and Knoth, Petr (2017). Incidental or Influential? - Challenges in Automatically Detecting Citation Importance Using Publication Full Texts. In: Research and Advanced Technology for Digital Libraries (Kamps, Jaap; Tsakonas, Giannis; Manolopoulos, Yannis; Iliadis, Lazaros and Karydis, Ioannis eds.), Lecture Notes in Computer Science ; Information Systems and Applications, incl. Internet/Web, and HCI, Springer, Cham, Switzerland, pp. 572–578.

Schmidt, Marek; Knoth, Petr and Smrz, Pavel (2009). Information extraction in the KiWi Project. In: Znalosti 2009, 4-6 Feb 2009, Bratislava, Slovakia.

Shearer, Kathleen; Rodrigues, Eloy; Bollini, Andrea; Cabezas, Alberto; Castelli, Donatella; Carr, Les; Chan, Leslie; Humphrey, Chuck; Johnson, Rick; Knoth, Petr; Manghi, Paolo; Matizirofa, Lazarus; Perakakis, Pandelis; Schirrwagen, Jochen; Smith, Tim; Van de Sompel, Herbert; Walk, Paul; Wilcox, David and Yamaji, Kazu (2016). Next generation repositories: Scaling up repositories to a global knowledge commons. In: Open Repositories 2018, 4-6 Jun 2018.

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Taha, Abdel Aziz; Papariello, Luca; Alexandros, Bampoulidis; Knoth, Petr and Lupu, Mihai (2022). Formal Analysis and Estimation of Chance in Datasets Based on Their Properties. IEEE Transactions on Knowledge and Data Engineering, 34(12) pp. 5784–5795.

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