Personal information

semantic web, data fusion, information retrieval, machine learning
France

Biography

I am associate professor at the University of Montpellier and a researcher at the LIRMM laboratory. I used to be a postdoctoral fellow at the MAS Laboratory (Laboratoire de Mathématiques Appliquées aux Systèmes) at the Ecole Centrale Paris (France) between 2009 and 2012. I received a PhD in Cognitive Science from the University of Osnabrueck (Germany) in 2010. Several years before that, I obtained a MSc (or DEA as they used to call it in France) in Applied Mathematics from the University of Provence in Marseille.

My research lies in the field of Artificial Intelligence. I am particularly intersted in Knowledge and Data Integration, as well Information Retrieval for the Semantic Web. I am currently working on problems related to data linking, multilingual ontology matching, datasets profiling and recommendation for data linking, key discovery and ranking, the use of background knowledge in the matching and linking processes. My research is applied in the cultural and the biological domains. As a postdoc, I used to work in the field of multimedia semantics.

Activities

Employment (2)

Université de Montpellier: Montpellier, Languedoc-Roussillon, FR

2012 to present | Maître de Conférence (Associate professor) (LIRMM)
Employment
Source: Self-asserted source
Konstantin Todorov

Ecole centrale de Paris: Chatenay-Malabry, Île-de-France, FR

2009 to 2012
Employment
Source: Self-asserted source
Konstantin Todorov

Education and qualifications (4)

University of Osnabrück: Osnabrück, DE

2005 to 2009 | PhD
Education
Source: Self-asserted source
Konstantin Todorov

Université de Provence: Marseille, FR

2003 to 2004 | MSc (DEA)
Education
Source: Self-asserted source
Konstantin Todorov

Centrale Marseille: Marseille, FR

2002 to 2003
Education
Source: Self-asserted source
Konstantin Todorov

Technical University of Sofia: Sofia, BG

2000 to 2002
Education
Source: Self-asserted source
Konstantin Todorov

Works (18)

Ontolex JeuxDeMots and Its Alignment to the Linguistic Linked Open Data Cloud

The Semantic Web – ISWC 2017
2017 | Other
Contributors: Andon Tchechmedjiev; Théophile Mandon; Mathieu Lafourcade; Anne Laurent; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

A survey on web data linking

Ingénierie des systèmes d'information
2016 | Journal article
Contributors: Achichi Manel; Belahsene Zohra; Todorov Konstantin
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Automatic Key Selection for Data Linking

Knowledge Engineering and Knowledge Management
2016 | Other
Contributors: Manel Achichi; Mohamed Ben Ellefi; Danai Symeonidou; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Beyond Established Knowledge Graphs-Recommending Web Datasets for Data Linking

Web Engineering
2016 | Other
Contributors: Mohamed Ben Ellefi; Zohra Bellahsene; Stefan Dietze; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Dataset Recommendation for Data Linking: An Intensional Approach

The Semantic Web. Latest Advances and New Domains
2016 | Other
Contributors: Mohamed Ben Ellefi; Zohra Bellahsene; Stefan Dietze; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Selecting Optimal Background Knowledge Sources for the Ontology Matching Task

Knowledge Engineering and Knowledge Management
2016 | Other
Contributors: Abdel Nasser Tigrine; Zohra Bellahsene; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Light-Weight Cross-Lingual Ontology Matching with LYAM++

On the Move to Meaningful Internet Systems: OTM 2015 Conferences
2015 | Other
Contributors: Abdel Nasser Tigrine; Zohra Bellahsene; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Fuzzy and Cross-Lingual Ontology Matching Mediated by Background Knowledge

Uncertainty Reasoning for the Semantic Web III
2014 | Other
Contributors: Konstantin Todorov; Celiné Hudelot; Peter Geibel
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Extended Tversky Similarity for Resolving Terminological Heterogeneities across Ontologies

On the Move to Meaningful Internet Systems: OTM 2013 Conferences
2013 | Other
Contributors: DuyHoa Ngo; Zohra Bellahsene; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Opening the Black Box of Ontology Matching

The Semantic Web: Semantics and Big Data
2013 | Other
Contributors: DuyHoa Ngo; Zohra Bellahsene; Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

A Framework for a Fuzzy Matching between Multiple Domain Ontologies

Knowledge-Based and Intelligent Information and Engineering Systems
2011 | Other
Contributors: Konstantin Todorov; Peter Geibel; Céline Hudelot
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Combining Visual and Textual Modalities for Multimedia Ontology Matching

Semantic Multimedia
2011 | Other
Contributors: Nicolas James; Konstantin Todorov; Céline Hudelot
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Multimedia ontology matching by using visual and textual modalities

Multimedia Tools and Applications
2011-11-05 | Journal article
Contributors: Konstantin Todorov; Nicolas James; Céline Hudelot
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Mining Concept Similarities for Heterogeneous Ontologies

Advances in Data Mining. Applications and Theoretical Aspects
2010 | Other
Contributors: Konstantin Todorov; Peter Geibel; Kai-Uwe Kühnberger
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Ontology matching for the semantic annotation of images

International Conference on Fuzzy Systems
2010-07 | Conference paper
Contributors: Nicolas James; Konstantin Todorov; Celine Hudelot
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Extensional Ontology Matching with Variable Selection for Support Vector Machines

2010 International Conference on Complex, Intelligent and Software Intensive Systems
2010-02 | Conference paper
Contributors: Konstantin Todorov; Peter Geibel; Kai-Uwe Kuehnberger
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Detecting Ontology Mappings via Descriptive Statistical Methods

2009 Fourth International Conference on Internet and Web Applications and Services
2009 | Conference paper
Contributors: Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Combining Structural and Instance-Based Ontology Similarities for Mapping Web Directories

2008 Third International Conference on Internet and Web Applications and Services
2008-06 | Conference paper
Contributors: Konstantin Todorov
Source: Self-asserted source
Konstantin Todorov via Crossref Metadata Search

Peer review (1 review for 1 publication/grant)

Review activity for Artificial intelligence review. (1)