Dr. Diego Collarana

Dr. Diego Collarana left SDA. The profile below reflects the status at the point of his departure and is no longer updated.

Senior Research Engineer
Enterprise Information Systems
Fraunhofer IAIS

Profiles: LinkedInDBLP

Schloss Birlinghoven, 53757 Sankt Augustin, Germany

collaran@iai.uni-bonn.de

Short CV


Dr. Diego Collarana is a Senior Research Engineer at the Enterprise Information Systems of the Fraunhofer IAIS.

Research Interests


  • Semantic Web,
  • Linked Data, Web and Mobile applications for enterprises
  • Knowledge Engineering

Projects


  • LiDaKrAv
  • EDSA
  • VISTRA – Proect Development of a Picture Archiving and Communication System PACS

Publications

2022

Westphal, Patrick; Grubenmann, Tobias; Collarana, Diego; Bin, Simon; Bühmann, Lorenz; Lehmann, Jens

Spatial concept learning and inference on geospatial polygon data Journal Article

In: Knowl. Based Syst., vol. 241, pp. 108233, 2022.

Links | BibTeX

2021

Wilhelm, Nico; Collarana, Diego; Lehmann, Jens

A Virtual Knowledge Graph for Enabling Defect Traceability and Customer Service Analytics Inproceedings

In: The Semantic Web: ESWC 2021 Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected Papers, pp. 245–248, Springer, 2021.

Links | BibTeX

Graux, Damien; Collarana, Diego; Orlandi, Fabrizio

Formal Concept Analysis for Semantic Compression of Knowledge Graph Versions Inproceedings

In: Proceedings of the 9th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montréal, Québec, Canada, August 21, 2021, pp. 131–138, CEUR-WS.org, 2021.

Links | BibTeX

Sadeghi, Afshin; Malik, Hirra; Collarana, Diego; Lehmann, Jens

Relational Pattern Benchmarking on the Knowledge Graph Link Prediction Task Inproceedings

In: Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual, 2021.

Links | BibTeX

Sadeghi, Afshin; Collarana, Diego; Graux, Damien; Lehmann, Jens

Embedding Knowledge Graphs Attentive to Positional and Centrality Qualities Inproceedings

In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part II, pp. 548–564, Springer, 2021.

Links | BibTeX

Rivas, Ariam; Grangel-González, Irlán; Collarana, Diego; Lehmann, Jens; Vidal, Maria-Esther

Discover Relations in the Industry 4.0 Standards Via Unsupervised Learning on Knowledge Graph Embeddings Journal Article

In: J. Data Intell., vol. 2, no. 3, pp. 326–347, 2021.

Links | BibTeX

2020

Iglesias, Enrique; Jozashoori, Samaneh; Chaves-Fraga, David; Collarana, Diego; Vidal, Maria-Esther

SDM-RDFizer: An RML Interpreter for the Efficient Creation of RDF Knowledge Graphs Inproceedings

In: CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, pp. 3039–3046, ACM, 2020.

Links | BibTeX

Rivas, Ariam; Grangel-González, Irlán; Collarana, Diego; Lehmann, Jens; Vidal, Maria-Esther

Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings Inproceedings

In: Database and Expert Systems Applications - 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings, Part II, pp. 179–194, Springer, 2020.

Links | BibTeX

Arispe, Martin; Tasnim, Mayesha; Graux, Damien; Orlandi, Fabrizio; Collarana, Diego

Verbalizing the Evolution of Knowledge Graphs with Formal Concept Analysis Inproceedings

In: Joint Proceedings of Workshops AI4LEGAL2020, NLIWOD, PROFILES 2020, QuWeDa 2020 and SEMIFORM2020 Colocated with the 19th International Semantic Web Conference (ISWC 2020), Virtual Conference, November, 2020, pp. 72–79, CEUR-WS.org, 2020.

Links | BibTeX

Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Vidal, Maria-Esther

Context-Based Entity Matching for Big Data Incollection

In: Knowledge Graphs and Big Data Processing, vol. 12072, pp. 122–146, Springer, 2020.

Links | BibTeX

2019

Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Galkin, Mikhail; Vidal, Maria-Esther

COMET: A Contextualized Molecule-Based Matching Technique Inproceedings

In: Database and Expert Systems Applications - 30th International Conference, DEXA 2019, Linz, Austria, August 26-29, 2019, Proceedings, Part I, pp. 175–185, Springer, 2019.

Links | BibTeX

Bajwa, Awais Manzoor; Collarana, Diego; Vidal, Maria-Esther

Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings Inproceedings

In: Semantic Systems. The Power of AI and Knowledge Graphs - 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings, pp. 249–255, Springer, 2019.

Links | BibTeX

Nejad, Najmeh Mousavi; Graux, Damien; Collarana, Diego

Towards Measuring Risk Factors in Privacy Policies Inproceedings

In: Proceedings of the Workshop on Artificial Intelligence and the Administrative State co-located with 17th International Conference on AI and Law (ICAIL 2019), Montreal, QC, Canada, June 17, 2019, pp. 18–20, CEUR-WS.org, 2019.

Links | BibTeX

Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Orlandi, Fabrizio; Vidal, Maria-Esther

Summarizing Entity Temporal Evolution in Knowledge Graphs Inproceedings

In: Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019, pp. 961–965, ACM, 2019.

Links | BibTeX

Vargas, Diego Collarana

Strategies and Techniques for Federated Semantic Knowledge Retrieval and Integration PhD Thesis

University of Bonn, Germany, 2019, ISBN: 978-1-64368-046-0.

Abstract | Links | BibTeX

2018

Galkin, Mikhail; Collarana, Diego; Vidal, Maria-Esther; Tasnim, Mayesha

Synthesizing a Knowledge Graph of Data Scientist Job Offers with MINTE+ Inproceedings

In: Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to - 12th, 2018, CEUR-WS.org, 2018.

Links | BibTeX

Collarana, Diego; Heuss, Timm; Lehmann, Jens; Lytra, Ioanna; Maheshwari, Gaurav; Nedelchev, Rostislav; Schmidt, Thorsten; Trivedi, Priyansh

A Question Answering System on Regulatory Documents Inproceedings

In: Legal Knowledge and Information Systems - JURIX 2018: The Thirty-first Annual Conference, Groningen, The Netherlands, 12-14 December 2018, pp. 41–50, IOS Press, 2018.

Links | BibTeX

Collarana, Diego; Galkin, Mikhail; Lange, Christoph; Scerri, Simon; Auer, Sören; Vidal, Maria-Esther

Synthesizing Knowledge Graphs from Web Sources with the MINTE ^+ + Framework Inproceedings

In: The Semantic Web - ISWC 2018 - 17th International Semantic Web Conference, Monterey, CA, USA, October 8-12, 2018, Proceedings, Part II, pp. 359–375, Springer, 2018.

Links | BibTeX

2017

Galkin, Mikhail; Collarana, Diego; Ribón, Ignacio Traverso; Vidal, Maria-Esther; Auer, Sören

SJoin: A Semantic Join Operator to Integrate Heterogeneous RDF Graphs Inproceedings

In: Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part I, pp. 206–221, Springer, 2017.

Links | BibTeX

Galkin, Mikhail; Endris, Kemele M.; Acosta, Maribel; Collarana, Diego; Vidal, Maria-Esther; Auer, Sören

SMJoin: A Multi-way Join Operator for SPARQL Queries Inproceedings

In: Proceedings of the 13th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 11-14, 2017, pp. 104–111, ACM, 2017.

Links | BibTeX

Galkin, Mikhail; Auer, Sören; Vidal, Maria-Esther; Scerri, Simon

Enterprise Knowledge Graphs: A Semantic Approach for Knowledge Management in the Next Generation of Enterprise Information Systems Inproceedings

In: ICEIS 2017 - Proceedings of the 19th International Conference on Enterprise Information Systems, Volume 2, Porto, Portugal, April 26-29, 2017, pp. 88–98, SciTePress, 2017.

Links | BibTeX

Collarana, Diego; Galkin, Mikhail; Ribón, Ignacio Traverso; Lange, Christoph; Vidal, Maria-Esther; Auer, Sören

Semantic Data Integration for Knowledge Graph Construction at Query Time Inproceedings

In: 11th IEEE International Conference on Semantic Computing, ICSC 2017, San Diego, CA, USA, January 30 - February 1, 2017, pp. 109–116, IEEE Computer Society, 2017.

Links | BibTeX

Sibarani, Elisa Margareth; Scerri, Simon; Morales, Camilo; Auer, Sören; Collarana, Diego

Ontology-guided Job Market Demand Analysis: A Cross-Sectional Study for the Data Science field Inproceedings

In: Proceedings of the 13th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 11-14, 2017, pp. 25–32, ACM, 2017.

Links | BibTeX

Collarana, Diego

A Semantic Integration Approach for Building Knowledge Graphs On-Demand Inproceedings

In: Web Engineering - 17th International Conference, ICWE 2017, Rome, Italy, June 5-8, 2017, Proceedings, pp. 575–583, Springer, 2017.

Links | BibTeX

Morales, Camilo; Collarana, Diego; Vidal, Maria-Esther; Auer, Sören

MateTee: A Semantic Similarity Metric Based on Translation Embeddings for Knowledge Graphs Inproceedings

In: Web Engineering - 17th International Conference, ICWE 2017, Rome, Italy, June 5-8, 2017, Proceedings, pp. 246–263, Springer, 2017.

Links | BibTeX

Fuenmayor, Luis; Collarana, Diego; Lohmann, Steffen; Auer, Sören

FaRBIE: A Faceted Reactive Browsing Interface for Multi RDF Knowledge Graph Exploration Inproceedings

In: Proceedings of the Third International Workshop on Visualization and Interaction for Ontologies and Linked Data co-located with the 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 22, 2017, pp. 111–122, CEUR-WS.org, 2017.

Links | BibTeX

Collarana, Diego; Galkin, Mikhail; Ribón, Ignacio Traverso; Vidal, Maria-Esther; Lange, Christoph; Auer, Sören

MINTE: semantically integrating RDF graphs Inproceedings

In: Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, WIMS 2017, Amantea, Italy, June 19-22, 2017, pp. 22:1–22:11, ACM, 2017.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

Collarana, Diego; Galkin, Mikhail; Lange, Christoph; Grangel-González, Irlán; Vidal, Maria-Esther; Auer, Sören

FuhSen: A Federated Hybrid Search Engine for Building a Knowledge Graph On-Demand (Short Paper) Inproceedings

In: On the Move to Meaningful Internet Systems: OTM 2016 Conferences - Confederated International Conferences: CoopIS, C&TC, and ODBASE 2016, Rhodes, Greece, October 24-28, 2016, Proceedings, pp. 752–761, 2016.

Links | BibTeX

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.

Links | BibTeX

Collarana, Diego; Lange, Christoph; Auer, Sören

FuhSen: A Platform for Federated, RDF-based Hybrid Search Inproceedings

In: Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume, pp. 171–174, ACM, 2016.

Links | BibTeX

2014

Hess, Steffen; Collarana, Diego; Dörr, Jörg

Requirements Engineering und Konzeption von "Gamified" Apps Journal Article

In: Softwaretechnik-Trends, vol. 34, no. 1, 2014.

Links | BibTeX