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

Number of items at this level: 67.
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Journal ItemTo Top

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

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.

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

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

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.

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.

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.

Conference or Workshop ItemTo Top

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.

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.

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.

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).

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

ThesisTo Top

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

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.

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

OtherTo Top

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

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

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.

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

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

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