Prof. Dr. Maria Maleshkova left SDA. The profile below reflects the status at the point of her departure and is no longer updated.
Assistant Professor (Akademische Rätin)
Computer Science Institute
University of Bonn
Profiles: LinkedIn, Google Scholar, DBLP
Room 1.065
Endenicher Allee 19a, 53115 Bonn
University of Bonn, Computer Science
Short CV
Dr. Maria Maleshkova is an Assistant Professor at the Computer Science Department III of the University of Bonn. Before, she was a postdoctoral researcher at the Karlsruhe Service Research Institute (KSRI) and the Institute of Applied Informatics and Formal Description Methods (AIFB) at the Karlsruhe Institute of Technology. Her research work covers the Web of Things (WoT) and semantics-based data integration topics as well as work in the area of the semantic description of Web APIs, RESTful services and their joint use with Linked Data. Prior to that, she was a Research Associate and a PhD student at the Knowledge Media Institute (KMi) at the Open University, where she worked on projects in the domain of SOA and Web Services.
Research Interests
- Smart Services and IoT
- Distributed Architectures
- Service-oriented architectures and Web services
- Ontologies and the Semantic Web
- Ontology instantiation and learning
Publications
2022
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs Proceedings Article
In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pp. 925–934, ACM, 2022.
2021
Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records Proceedings Article
In: Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15-18, 2021, Proceedings, pp. 408–417, Springer, 2021.
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Proceedings Article
In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021, pp. 850–862, Association for Computational Linguistics, 2021.
VOGUE: Answer Verbalization Through Multi-Task Learning Proceedings Article
In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part III, pp. 563–579, Springer, 2021.
2020
MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities Proceedings Article
In: CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, pp. 2967–2974, ACM, 2020.
Training Multimodal Systems for Classification with Multiple Objectives Proceedings Article
In: Proceedings of the 1st International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 17th Extended Semantic Web Conference (ESWC 2020), Heraklion, Crete, Greece, June 3, 2020 (online event due to COVID-19 outbreak), pp. 57–71, CEUR-WS.org, 2020.
A Knowledge Graph for Industry 4.0 Proceedings Article
In: The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings, pp. 465–480, Springer, 2020.
Towards Integrated Data Control for Digital Twins in Industry 4.0 Proceedings Article
In: Proceedings of the International Workshop on Semantic Digital Twins co-located with the 17th Extended Semantic Web Conference, SeDiT@ESWC 2020, Heraklion, Greece, June 3, 2020, CEUR-WS.org, 2020.
VQuAnDa: Verbalization QUestion ANswering DAtaset Proceedings Article
In: The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings, pp. 531–547, Springer, 2020.
SOLIOT - Decentralized Data Control and Interactions for IoT Journal Article
In: Future Internet, vol. 12, no. 6, pp. 105, 2020.
2019
Complex Query Augmentation for Question Answering over Knowledge Graphs Proceedings Article
In: On the Move to Meaningful Internet Systems: OTM 2019 Conferences - Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Rhodes, Greece, October 21-25, 2019, Proceedings, pp. 571–587, Springer, 2019.
Towards Enforceable Usage Policies for Industry 4.0 Proceedings Article
In: Joint Proceedings of the 1st International Workshop on Knowledge Graph Building and 1st International Workshop on Large Scale RDF Analytics co-located with 16th Extended Semantic Web Conference (ESWC 2019), Portorov z, Slovenia, June 3, 2019, pp. 75–84, CEUR-WS.org, 2019.
The Semantic Asset Administration Shell Proceedings Article
In: Semantic Systems. The Power of AI and Knowledge Graphs - 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings, pp. 159–174, Springer, 2019.
Structuring Reference Architectures for the Industrial Internet of Things Journal Article
In: Future Internet, vol. 11, no. 7, pp. 151, 2019.
2018
A Model-driven Approach for the Description of Blockchain Business Networks Proceedings Article
In: 51st Hawaii International Conference on System Sciences, HICSS 2018, Hilton Waikoloa Village, Hawaii, USA, January 3-6, 2018, pp. 1–10, ScholarSpace / AIS Electronic Library (AISeL), 2018.
Querying Large Knowledge Graphs over Triple Pattern Fragments: An Empirical Study Proceedings Article
In: The Semantic Web - ISWC 2018 - 17th International Semantic Web Conference, Monterey, CA, USA, October 8-12, 2018, Proceedings, Part II, pp. 86–102, Springer, 2018.
Virtual Representations for an Iterative IoT Deployment Proceedings Article
In: Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018, pp. 1887–1892, ACM, 2018.
PhD Symposium Chairs'Welcome Proceedings Article
In: Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018, pp. 805–806, ACM, 2018.
2017
Proceedings of the Second Workshop on Semantic Web Technologies for the Internet of Things Proceedings Article
In: Second Workshop on Semantic Web Technologies for the Internet of Things, 2017.
A semantic framework for sequential decision making for journal of web engineering Journal Article
In: Journal of Web Engineering, vol. 16, no. 5-6, pp. 471–504, 2017.
Grasping the Materializations of Practicesin Digital Humanities Journal Article
In: 2017.
Multi-purpose Adaptation in the Web of Things Proceedings Article
In: Modeling and Using Context - 10th International and Interdisciplinary Conference, CONTEXT 2017, Paris, France, June 20-23, 2017, Proceedings, pp. 213–226, Springer, 2017.
Adaptable Interfaces, Interactions, and Processing for Linked Data Platform Components Proceedings Article
In: Proceedings of the 13th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 11-14, 2017, pp. 41–48, ACM, 2017.
Annotating sBPMN Elements with their Likelihood of Occurrence Proceedings Article
In: Joint Proceedings of SEMANTiCS 2017 Workshops co-located with the 13th International Conference on Semantic Systems (SEMANTiCS 2017), Amsterdam, Netherlands, September 11 and 14, 2017, CEUR-WS.org, 2017.
A Semantic Framework for Sequential Decision Making Journal Article
In: J. Web Eng., vol. 9114, no. 5&6, pp. 392–409, 2017.
On Automating Decentralized Multi-Step Service Combination Proceedings Article
In: 2017 IEEE International Conference on Web Services, ICWS 2017, Honolulu, HI, USA, June 25-30, 2017, pp. 736–743, IEEE, 2017.
Grasping the Materializations of Practices in Digital Humanities - A Semantic Research Environment for Analyzing Exam Grading Practices in German High Schools Proceedings Article
In: Everything Changes, Everything Stays the Same? Understanding Information Spaces. Proceedings of the 15th International Symposium of Information Science, ISI 2017, Berlin, Germany, March 13-15, 2017, pp. 365–367, Verlag Werner Hülsbusch, 2017.
DLUBM: A Benchmark for Distributed Linked Data Knowledge Base Systems Proceedings Article
In: On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C&TC, and ODBASE 2017, Rhodes, Greece, October 23-27, 2017, Proceedings, Part II, pp. 427–444, Springer, 2017.
Activity Duration Prediction of Workflows by using a Data Science Approach: Unveiling the Advantage of Semantics Proceedings Article
In: Proceedings of the Second Workshop on Semantic Web Technologies for the Internet of Things co-located with 16th International Semantic Web Conference (ISWC 2017), CEUR-WS.org, 2017.
Supporting the Dispatching Process for Maintenance Technicians in Industry 4.0 Proceedings Article
In: Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), Karlsruhe, Germany, April 5-7, 2017, pp. 131–136, CEUR-WS.org, 2017.
2016
Smart Components for Enabling Intelligent Web of Things Applications Journal Article
In: INTELLI 2016, pp. 128, 2016.
Proceedings of the 4th workshop on services and applications over linked APIs and data Proceedings Article
In: SALAD2016, 2016.
Bringing Data-Driven Process Analysis into Surgical Practice--the Surgical Process Analyzer Journal Article
In: 2016.
Analysis of semantically enriched process data for identifying process-biomarkers Journal Article
In: Proceedings INTELLI, pp. 6, 2016.
Towards a process meta-model Proceedings Article
In: Proceedings of the second Karlsruhe Service Summit Workshop-Advances in Service Research, Karlsruhe, Germany, 2016.
Cognitive Process Designer - An Open-Source Tool to Capture Processes according to the Linked Data Principles Proceedings Article
In: Proceedings of the 4th Workshop on Services and Applications over Linked APIs and Data co-located with the 13th Extended Semantic Web Conference (ESWC 2016), Crete, Greece, May 29, 2016, CEUR-WS.org, 2016.
Capturing, Annotating and Processing Practical Knowledge by Using Decision Trees Proceedings Article
In: The 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, September 19-22, 2016, London, United Kingdom, pp. 267–274, Elsevier, 2016.
Adaptive Semantic Process Modeling Tool Proceedings Article
In: Joint Proceedings of the Posters and Demos Track of the 12th International Conference on Semantic Systems - SEMANTiCS2016 and the 1st International Workshop on Semantic Change & Evolving Semantics (SuCCESS'16) co-located with the 12th International Conference on Semantic Systems (SEMANTiCS 2016), Leipzig, Germany, September 12-15, 2016, CEUR-WS.org, 2016.
Semantic Technologies for Realising Decentralised Applications for the Web of Things Proceedings Article
In: 21st International Conference on Engineering of Complex Computer Systems, ICECCS 2016, Dubai, United Arab Emirates, November 6-8, 2016, pp. 71–80, IEEE Computer Society, 2016.
Cognitive tools pipeline for assistance of mitral valve surgery Proceedings Article
In: Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February - 3 March 2016, pp. 978603, SPIE, 2016.
Capturing and Annotating Processes using a Collaborative Platform Proceedings Article
In: Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume, pp. 283–284, ACM, 2016.
Towards a Collaborative Process Platform: Publishing Processes according to the Linked Data Principles Proceedings Article
In: Proceedings of the Workshop on Linked Data on the Web, LDOW 2016, co-located with 25th International World Wide Web Conference (WWW 2016), CEUR-WS.org, 2016.
Toward cognitive pipelines of medical assistance algorithms Journal Article
In: Int. J. Comput. Assist. Radiol. Surg., vol. 11, no. 9, pp. 1743–1753, 2016.
Teaching Linked Open Data Using Open Educational Resources Book Section
In: Open Data for Education - Linked, Shared, and Reusable Data for Teaching and Learning, vol. 9500, pp. 135–152, Springer, 2016.
2015
Proceedings of the third workshop on services and applications over linked APIs and data Proceedings Article
In: Third workshop on services and applications over linked APIs and data, pp. 1–45, CEUR-WS 2015.
Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien Proceedings Article
In: Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 15. bis 17. März 2015 in Lübeck, pp. 263–268, Springer, 2015.
Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment Proceedings Article
In: 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 17-19, 2015, Bremen, Germany, pp. 237–238, 2015.
Building REST APIs for the Robot Operating System-Mapping Concepts, Interaction Proceedings Article
In: Proceedings of the Third Workshop on Services and Applications over Linked APIs and Data co-located with the 12th Extended Semantic Web Conference (ESWC 2015), Portorov z, Slovenia, June 1, 2015, pp. 10–19, CEUR-WS.org, 2015.
A RESTful Approach for Developing Medical Decision Support Systems Proceedings Article
In: The Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorov z, Slovenia, May 31 - June 4, 2015, Revised Selected Papers, pp. 376–384, Springer, 2015.
Towards Optimising the Data Flow in Distributed Applications Proceedings Article
In: Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume, pp. 1503–1508, ACM, 2015.