Dr. Lavdim Halilaj

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 The profile below reflects the status at the point of his departure and is no longer updated.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 ScholarDBLP

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

2021

Halilaj, Lavdim; Dindorkar, Ishan; Lüttin, Jürgen; Rothermel, Susanne

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.

Links | BibTeX

Werner, Simon; Rettinger, Achim; Halilaj, Lavdim; Lüttin, Jürgen

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.

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Halilaj, Lavdim; Lüttin, Jürgen; Rothermel, Susanne; Arumugam, Santhosh Kumar; Dindorkar, Ishan

Towards a knowledge graph-based approach for context-aware points-of-interest recommendations Inproceedings

In: SAC textquotesingle 21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, pp. 1846–1854, ACM, 2021.

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Schukraft, Maximilian; Rothermel, Susanne; Luettin, Juergen; Halilaj, Lavdim

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.

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Monka, Sebastian; Halilaj, Lavdim; Schmid, Stefan; Rettinger, Achim

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.

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Monka, Sebastian; Halilaj, Lavdim; Schmid, Stefan; Rettinger, Achim

ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs Journal Article

In: CoRR, abs/2102.08747 , 2021.

Links | BibTeX

2020

Khiat, Abderrahmane; Halilaj, Lavdim; Hemid, Ahmad; Lohmann, Steffen

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.

Links | BibTeX

2019

Hemid, Ahmad; Halilaj, Lavdim; Khiat, Abderrahmane; Lohmann, Steffen

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.

Links | BibTeX

Halilaj, Lavdim

An Approach for Collaborative Ontology Development in Distributed and Heterogeneous Environments PhD Thesis

University of Bonn, Germany, 2019.

Links | BibTeX

2018

Grangel-González, Irlán; Halilaj, Lavdim; Vidal, Maria-Esther; Rana, Omar; Lohmann, Steffen; Auer, Sören; Müller, Andreas W.

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.

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Musyaffa, Fathoni A.; Halilaj, Lavdim; Li, Yakun; Orlandi, Fabrizio; Jabeen, Hajira; Auer, Sören; Vidal, Maria-Esther

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.

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Grangel-González, Irlán; Halilaj, Lavdim; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Sören; Müller, Andreas W.

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.

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Halilaj, Lavdim; Grangel-González, Irlán; Lohmann, Steffen; Vidal, Maria-Esther; Auer, Sören

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.

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2017

Grangel-González, Irlán; Baptista, Paul; Halilaj, Lavdim; Lohmann, Steffen; Vidal, Maria-Esther; Mader, Christian; Auer, Sören

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.

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Halilaj, Lavdim; Grangel-González, Irlán; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Sören

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.

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Petersen, Niklas; Halilaj, Lavdim; Grangel-González, Irlán; Lohmann, Steffen; Lange, Christoph; Auer, Sören

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.

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2016

Grangel-González, Irlán; Collarana, Diego; Halilaj, Lavdim; Lohmann, Steffen; Lange, Christoph; Vidal, Maria-Esther; Auer, Sören

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.

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Halilaj, Lavdim; Petersen, Niklas; Grangel-González, Irlán; Lange, Christoph; Auer, Sören; Coskun, Gökhan; Lohmann, Steffen

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.

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Grangel-González, Irlán; Halilaj, Lavdim; Auer, Sören; Lohmann, Steffen; Lange, Christoph; Collarana, Diego

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.

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Halilaj, Lavdim; Grangel-González, Irlán; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Sören

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.

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Halilaj, Lavdim; Grangel-González, Irlán; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Sören

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.

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Musyaffa, Fathoni A.; Halilaj, Lavdim; Siebes, Ronald; Orlandi, Fabrizio; Auer, Sören

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.

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Grangel-González, Irlán; Halilaj, Lavdim; Coskun, Gökhan; Auer, Sören; Collarana, Diego; Hoffmeister, Michael

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.

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Halilaj, Lavdim; Grangel-González, Irlán; Coskun, Gökhan; Auer, Sören

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.

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Halilaj, Lavdim; Grangel-González, Irlán; Coskun, Gökhan; Lohmann, Steffen; Auer, Sören

Git4Voc: Collaborative Vocabulary Development Based on Git Journal Article

In: Int. J. Semantic Computing, 10 (2), pp. 167–192, 2016.

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2015

Grangel-González, Irlán; Halilaj, Lavdim; Coskun, Gökhan; Auer, Sören

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.

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2014

Ahmedi, Lule; Halilaj, Lavdim; Sejdiu, G"ezim; Bajraktari, Labinot

Ranking Authors on the Web: A Semantic AuthorRank Incollection

In: Social Networks: Analysis and Case Studies, pp. 19–40, Springer, 2014.

Links | BibTeX