Dr. Lavdim Halilaj left SDA. The profile below reflects the status at the point of his departure and is no longer updated.
Researcher
Enterprise Information Systems
Fraunhofer IAIS
Profiles: LinkedIn, Google Scholar, DBLP
Room B3-236
Schloss Birlinghoven, 53757 Sankt Augustin, Germany
lavdim.halilaj@iais.fraunhofer.de
Short CV
Lavdim Halilaj is a Researcher at the Enterprise Information Systems of the Fraunhofer IAIS.
Research Interests
- Semantic Web,
- Ontology Development,
- Linked Data,
- Knowledge Engineering
Projects
- Industrial Data Space
- Linked Value Chain Data
Publications
2022
Knowledge Graphs for Automated Driving Inproceedings
In: 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2022, Laguna Hills, CA, USA, September 19-21, 2022, pp. 98–105, IEEE, 2022.
Relation-based Motion Prediction using Traffic Scene Graphs Inproceedings
In: 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022, Macau, China, October 8-12, 2022, pp. 825–831, IEEE, 2022.
Context-Driven Visual Object Recognition Based on Knowledge Graphs Inproceedings
In: The Semantic Web - ISWC 2022 - 21st International Semantic Web Conference, Virtual Event, October 23-27, 2022, Proceedings, pp. 142–160, Springer, 2022.
A survey on visual transfer learning using knowledge graphs Journal Article
In: Semantic Web, vol. 13, no. 3, pp. 477–510, 2022.
2021
A Knowledge Graph-Based Approach for Situation Comprehension in Driving Scenarios Inproceedings
In: The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings, pp. 699–716, Springer, 2021.
RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings Inproceedings
In: The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings, pp. 425–440, Springer, 2021.
Embedding Taxonomical, Situational or Sequential Knowledge Graph Context for Recommendation Tasks Inproceedings
In: Further with Knowledge Graphs - Proceedings of the 17th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 6-9, 2021, pp. 213–226, IOS Press, 2021.
Towards a knowledge graph-based approach for context-aware points-of-interest recommendations Inproceedings
In: SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, pp. 1846–1854, ACM, 2021.
Learning Visual Models Using a Knowledge Graph as a Trainer Inproceedings
In: The Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, ISWC 2021, Virtual Event, October 24-28, 2021, Proceedings, pp. 357–373, Springer, 2021.
Towards a Rule-based Approach for Estimating the Situation Difficulty in Driving Scenarios Inproceedings
In: Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS 2021, Online Streaming, April 28-30, 2021, pp. 720–730, SCITEPRESS, 2021.
2020
VoColReg: A Registry for Supporting Distributed Ontology Development using Version Control Systems Inproceedings
In: IEEE 14th International Conference on Semantic Computing, ICSC 2020, San Diego, CA, USA, February 3-5, 2020, pp. 393–399, IEEE, 2020.
2019
RDF Doctor: A Holistic Approach for Syntax Error Detection and Correction of RDF Data Inproceedings
In: Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2019, Volume 2: KEOD, Vienna, Austria, September 17-19, 2019, pp. 508–516, ScitePress, 2019.
An Approach for Collaborative Ontology Development in Distributed and Heterogeneous Environments PhD Thesis
University of Bonn, Germany, 2019.
2018
Knowledge Graphs for Semantically Integrating Cyber-Physical Systems Inproceedings
In: Database and Expert Systems Applications - 29th International Conference, DEXA 2018, Regensburg, Germany, September 3-6, 2018, Proceedings, Part I, pp. 184–199, Springer, 2018.
OpenBudgets.eu: A Platform for Semantically Representing and Analyzing Open Fiscal Data Inproceedings
In: Web Engineering - 18th International Conference, ICWE 2018, Cáceres, Spain, June 5-8, 2018, Proceedings, pp. 433–447, Springer, 2018.
Seamless integration of cyber-physical systems in knowledge graphs Inproceedings
In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018, Pau, France, April 09-13, 2018, pp. 2000–2003, ACM, 2018.
EffTE: a dependency-aware approach for test-driven ontology development Inproceedings
In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018, Pau, France, April 09-13, 2018, pp. 1976–1983, ACM, 2018.
2017
The industry 4.0 standards landscape from a semantic integration perspective Inproceedings
In: 22nd IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2017, Limassol, Cyprus, September 12-15, 2017, pp. 1–8, IEEE, 2017.
DemoEffTE: A Demonstrator of Dependency-aware Evaluation of Test Cases over Ontology Inproceedings
In: Proceedings of the Posters and Demos Track of the 13th International Conference on Semantic Systems - SEMANTiCS2017 co-located with the 13th International Conference on Semantic Systems (SEMANTiCS 2017), Amsterdam, The Netherlands, September 11-14, 2017, CEUR-WS.org, 2017.
Realizing an RDF-Based Information Model for a Manufacturing Company - A Case Study Inproceedings
In: The Semantic Web - ISWC 2017 - 16th International Semantic Web Conference, Vienna, Austria, October 21-25, 2017, Proceedings, Part II, pp. 350–366, Springer, 2017.
2016
Alligator: A Deductive Approach for the Integration of Industry 4.0 Standards Inproceedings
In: Knowledge Engineering and Knowledge Management - 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings, pp. 272–287, 2016.
VoCol: An Integrated Environment to Support Version-Controlled Vocabulary Development Inproceedings
In: Knowledge Engineering and Knowledge Management - 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings, pp. 303–319, 2016.
An RDF-based approach for implementing industry 4.0 components with Administration Shells Inproceedings
In: 21st IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2016, Berlin, Germany, September 6-9, 2016, pp. 1–8, IEEE, 2016.
Proactive Prevention of False-Positive Conflicts in Distributed Ontology Development Inproceedings
In: Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 2: KEOD, Porto - Portugal, November 9 - 11, 2016, pp. 43–51, SciTePress, 2016.
SerVCS: Serialization Agnostic Ontology Development in Distributed Settings Inproceedings
In: Knowledge Discovery, Knowledge Engineering and Knowledge Management - 8th International Joint Conference, IC3K 2016, Porto, Portugal, November 9-11, 2016, Revised Selected Papers, pp. 213–232, Springer, 2016.
Minimally Invasive Semantification of Light Weight Service Descriptions Inproceedings
In: IEEE International Conference on Web Services, ICWS 2016, San Francisco, CA, USA, June 27 - July 2, 2016, pp. 672–677, IEEE Computer Society, 2016.
Towards a Semantic Administrative Shell for Industry 4.0 Components Inproceedings
In: Tenth IEEE International Conference on Semantic Computing, ICSC 2016, Laguna Hills, CA, USA, February 4-6, 2016, pp. 230–237, IEEE Computer Society, 2016.
Git4Voc: Git-Based Versioning for Collaborative Vocabulary Development Inproceedings
In: Tenth IEEE International Conference on Semantic Computing, ICSC 2016, Laguna Hills, CA, USA, February 4-6, 2016, pp. 285–292, IEEE Computer Society, 2016.
Git4Voc: Collaborative Vocabulary Development Based on Git Journal Article
In: Int. J. Semantic Comput., vol. 10, no. 2, pp. 167–192, 2016.
2015
Towards Vocabulary Development by Convention Inproceedings
In: KEOD 2015 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, part of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2015), Volume 2, Lisbon, Portugal, November 12-14, 2015, pp. 334–343, SciTePress, 2015.
2014
Ranking Authors on the Web: A Semantic AuthorRank Incollection
In: Social Networks: Analysis and Case Studies, pp. 19–40, Springer, 2014.