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Enabling the European Business Graph for Innovative Data Products and Services


Requirements Analysis, Architecture and API Specification for the euBusinessGraph Marketplace – v2

This deliverable will revise the requirements, architecture and API specification for the euBusinessGraph marketplace based on the feedback and recommendations from the business cases after using the initial release. This will ensure iterative provisioning of the marketplace taking into account usage feedback.

Data Gathering, Quality Assessment and Management Plan

This report will collect the requirements for (1) data gathering from the data providers, (2) the business rules that will be implemented to ensure data quality, and (3) the Data Management Plan.

System of Identifiers, Ontologies and Vocabularies

This deliverable will report on the system of identifiers and the relevant shared data models developed to support the business cases.

Requirements Analysis, Architecture and API Specification for the euBusinessGraph Marketplace – v1

This deliverable will collect the requirements for the marketplace, including requirements for the various services provisioned in the WP.

Cross-lingual/Multi-lingual Data Management Approach for Structured and Unstructured Data

This deliverable will detail the cross-lingual/multilingual data management approaches for unstructured data annotation as well as company-related event and relation extraction.

Impact Creation Report

An assessment of the impact of the project overall, against the metrics developed in the strategy, including case studies that demonstrate its impact.

Exploitation and Dissemination Strategy

Will include the initial outputs of Task 5.2, including impact metrics and open source and engagement strategies for the project.


The initial launch of the website as a platform for on-going engagement, including areas for blogging, news releases, project reports and a forum for feedback from interested parties.

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Tabular Data Anomaly Patterns

Author(s): Dina Sukhobok, Nikolay Nikolov, Dumitru Roman
Published in: 2017 International Conference on Big Data Innovations and Applications (Innovate-Data), 2017, Page(s) 25-34
DOI: 10.1109/innovate-data.2017.10

Usability of Visual Data Profiling in Data Cleaning and Transformation

Author(s): Bjørn Marius von Zernichow, Dumitru Roman
Published in: The 16th International Conference on Ontologies, DataBases, and Applications of Semantics, 2017, 2017, Page(s) 480-496
DOI: 10.1007/978-3-319-69459-7_32

A Visual Data Profiling Tool for Data Preparation

Author(s): Bjoern Marius von Zernichow and Dumitru Roman
Published in: the proceedings of the Sixth International Conference on Data Analytics DATA ANALYTICS 2017, 2017

ALaDIn: Shining a Light on Air Quality through Data Integration and Machine Learning

Author(s): Dumitru Roman, Mike Kobernus, Rune Ødegård, Nikolay Nikolov, Dinaa Sukhobok, Bjoern Marius von Zernichow, Till Christopher Lech
Published in: Proceedings of the Environmental Informatics – From Science to Society: The Bridge provided by Environmental Informatics 2017, 2017, Page(s) 293 - 298

Ontologies for the Real Property Domain

Author(s): Ling Shi, Dumitru Roman
Published in: Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics - WIMS '18, 2018, Page(s) 1-8
DOI: 10.1145/3227609.3227661

Facet Annotation Using Reference Knowledge Bases

Author(s): Riccardo Porrini, Matteo Palmonari, Isabel F. Cruz
Published in: Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18, 2018, Page(s) 1215-1224
DOI: 10.1145/3178876.3186020

Towards Improving the Quality of Knowledge Graphs with Data-driven Ontology Patterns and SHACL

Author(s): Blerina Spahiu, Andrea Maurino, Matteo Palmonari
Published in: 2018
DOI: 10.3233/978-1-61499-894-5-103

Modelling and Linking Company Data in the euBusinessGraph Platform

Author(s): Andrea Maurino, Anisa Rula, Bjørn Marius von, Mauricio Soto Gomez, Brian Elvesæter, Dumitru Roman
Published in: Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets - DSMM'19, 2019, Page(s) 1-6
DOI: 10.1145/3336499.3338012

Data preparation as a service based on Apache Spark

Author(s): Nivethika Mahasivam, Nikolay Nikolov, Dina Sukhobok, Dumitru Roman
Published in: Proceedings of The European Conference on Service-Oriented and Cloud Computing (ESOCC) 2017, 2017, Page(s) 125-139
DOI: 10.1007/978-3-319-67262-5_10

Towards a Collective Awareness Platform for Privacy Concerns and Expectations

Author(s): Giorgos Flouris, Theodore Patkos, Ioannis Chrysakis, Ioulia Konstantinou, Nikolay Nikolov, Panagiotis Papadakos, Jeremy Pitt, Dumitru Roman, Alexandru Stan, Chrysostomos Zeginis
Published in: On the Move to Meaningful Internet Systems. OTM 2018 Conferences - Confederated International Conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 22-26, 2018, Proceedings, Part I, Issue 11229, 2018, Page(s) 135-152
DOI: 10.1007/978-3-030-02610-3_8

Enabling Semantic Interoperability for Risk and Vulnerability Analysis of Public Buildings

Author(s): Ling Shi, Bjørg E. Pettersen, Dumitru Roman
Published in: Enterprise Interoperability VIII - Smart Services and Business Impact of Enterprise Interoperability, Issue 9, 2019, Page(s) 141-151
DOI: 10.1007/978-3-030-13693-2_12

Enabling Data Markets Using Smart Contracts and Multi-party Computation

Author(s): Dumitru Roman, Kien Vu
Published in: Business Information Systems Workshops - BIS 2018 International Workshops, Berlin, Germany, July 18–20, 2018, Revised Papers, Issue 339, 2019, Page(s) 258-263
DOI: 10.1007/978-3-030-04849-5_23

Towards a Knowledge Graph Based Platform for Public Procurement

Author(s): Elena Simperl, Oscar Corcho, Marko Grobelnik, Dumitru Roman, Ahmet Soylu, María Jesús Fernández Ruíz, Stefano Gatti, Chris Taggart, Urška Skok Klima, Annie Ferrari Uliana, Ian Makgill, Till Christopher Lech
Published in: Metadata and Semantic Research - 12th International Conference, MTSR 2018, Limassol, Cyprus, October 23-26, 2018, Revised Selected Papers, Issue 846, 2019, Page(s) 317-323
DOI: 10.1007/978-3-030-14401-2_29

Using Ontology-Based Data Summarization to Develop Semantics-Aware Recommender Systems

Author(s): Tommaso Di Noia, Corrado Magarelli, Andrea Maurino, Matteo Palmonari, Anisa Rula
Published in: The Semantic Web, Issue 10843, 2018, Page(s) 128-144
DOI: 10.1007/978-3-319-93417-4_9

ABSTAT 1.0: Compute, Manage and Share Semantic Profiles of RDF Knowledge Graphs

Author(s): Renzo Arturo Alva Principe, Blerina Spahiu, Matteo Palmonari, Anisa Rula, Flavio De Paoli, Andrea Maurino
Published in: The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers, Issue 11155, 2018, Page(s) 170-175
DOI: 10.1007/978-3-319-98192-5_32

Semantically-Enabled Optimization of Digital Marketing Campaigns

Author(s): Vincenzo Cutrona, Flavio De Paoli, Aljaž Košmerlj, Nikolay Nikolov, Matteo Palmonari, Fernando Perales, Dumitru Roman
Published in: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part II, Issue 11779, 2019, Page(s) 345-362
DOI: 10.1007/978-3-030-30796-7_22

Towards an Ontology for Public Procurement Based on the Open Contracting Data Standard

Author(s): Ahmet Soylu, Brian Elvesæter, Philip Turk, Dumitru Roman, Oscar Corcho, Elena Simperl, George Konstantinidis, Till Christopher Lech
Published in: Digital Transformation for a Sustainable Society in the 21st Century - 18th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2019, Trondheim, Norway, September 18–20, 2019, Proceedings, Issue 11701, 2019, Page(s) 230-237
DOI: 10.1007/978-3-030-29374-1_19

Predictive Data Transformation Suggestions in Grafterizer Using Machine Learning

Author(s): Saliha Sajid, Bjørn Marius von Zernichow, Ahmet Soylu, Dumitru Roman
Published in: Metadata and Semantic Research - 13th International Conference, MTSR 2019, Rome, Italy, October 28–31, 2019, Revised Selected Papers, Issue 1057, 2019, Page(s) 137-149
DOI: 10.1007/978-3-030-36599-8_12

"""Introducing corporate events: timeline data for companies"""

Author(s): Chris Taggart, Mollie Hanley
Published in: 2017

Relation Extraction from News.

Author(s): M. B. Massri, I. Novalija, M.Grobelnik
Published in: 2018

Creating the German open company data: how we did it

Author(s): Chris Taggart, Mollie Hanley, Alex Skene
Published in: 2019

Patisserie Valerie shows why we need Corporate Events data

Author(s): Mollie Hanley
Published in: 2018

Automatic Estimation of News Values Reflecting Importance and Closeness of News Events

Author(s): Evgenia Belyaeva, Aljaž Košmerlj, Dunja Mladenić, Gregor Leban
Published in: Informatica, Issue 42/4, 2018, ISSN 0350-5596
DOI: 10.31449/inf.v42i4.1132

Modeling of temporal fluctuation scaling in online news network with independent cascade model

Author(s): Jan Chołoniewski, Julian Sienkiewicz, Gregor Leban, Janusz A. Hołyst
Published in: Physica A: Statistical Mechanics and its Applications, Issue 523, 2019, Page(s) 129-144, ISSN 0378-4371
DOI: 10.1016/j.physa.2019.02.035

Towards Integrating Public Procurement Data into a Semantic Knowledge Graph 1-4

Author(s): Ahmet Soylu, Oscar Corcho, Elena Simperl, Dumitru Roman, Francisco Yedro Martínez, Chris Taggart, Ian Makgill, Brian Elvesæter, Ben Symonds, Helen McNally, George Konstantinidis, Yuchen Zhao, Till C. Lech
Published in: Proceedings of the EKAW 2018 Posters and Demonstrations Session co-located with 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 2018, ISSN 1613-0073

Training Temporal Word Embeddings with a Compass

Author(s): Valerio Di Carlo, Federico Bianchi, Matteo Palmonari
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 33, 2019, Page(s) 6326-6334, ISSN 2374-3468
DOI: 10.1609/aaai.v33i01.33016326

MethOSM: A Methodology for Computing Composite Indicators Derived from OpenStreetMap Data

Author(s): Dumitru Roman, Tatiana Tarasova, and Javier Paniagua
Published in: Journal of Spatial Information Science JOSIS, 2019, 2019, ISSN 1948-660X
DOI: 10.5311/josis.2019.19.491

On the Move to Meaningful Internet Systems. OTM 2018 Conferences - Confederated International Conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 22-26, 2018, Proceedings, Part II

Author(s): H. Panetto, C. Debruyne, H. A. Proper, C. A. Ardagna, D. Roman, R. Meersman
Published in: 2018
DOI: 10.1007/978-3-030-02671-4

On the Move to Meaningful Internet Systems. OTM 2018 Conferences - Confederated International Conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 22-26, 2018, Proceedings, Part I

Author(s): H. Panetto, C. Debruyne, H. A. Proper, C. A. Ardagna, D. Roman, R. Meersman
Published in: 2018
DOI: 10.1007/978-3-030-02610-3

Rules and Reasoning - Second International Joint Conference, RuleML+RR 2018, Luxembourg, Luxembourg, September 18–21, 2018, Proceedings

Author(s): Benzmüller, F. Ricca, X. Parent, D. Roman
Published in: 2018
DOI: 10.1007/978-3-319-99906-7

Rules and Reasoning - Third International Joint Conference, RuleML+RR 2019, Bolzano, Italy, September 16–19, 2019, Proceedings

Author(s): Paul Fodor, Marco Montali, Diego Calvanese, and Dumitru Roman
Published in: 2019
DOI: 10.1007/978-3-030-31095-0