Ernesto Jimenez-Ruiz

• Chen, Jiaoyan; Jimenez-Ruiz, Ernesto; Horrocks, Ian & Sutton, Charles (2019). ColNet: Embedding the Semantics of Web Tables for Column Type Prediction. PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE.  ISSN 2159-5399. Vis sammendrag

  Automatically annotating column types with knowledge base (KB) concepts is a critical task to gain a basic understanding of web tables. Current methods rely on either table metadata like column name or entity correspondences of cells in the KB, and may fail to deal with growing web tables with incomplete meta information. In this paper we propose a neural network based column type annotation framework named ColNet which is able to integrate KB reasoning and lookup with machine learning and can automatically train Convolutional Neural Networks for prediction. The prediction model not only considers the contextual semantics within a cell using word representation, but also embeds the semantics of a column by learning locality features from multiple cells. The method is evaluated with DBPedia and two different web table datasets, T2Dv2 from the general Web and Limaye from Wikipedia pages, and achieves higher performance than the state-of-the-art approaches.

• Harrow, Ian; Balakrishnan, Rama; Jimenez-Ruiz, Ernesto; Jupp, Simon; Lomax, Jane; Reed, Jane; Romacker, Martin; Senger, Christian; Splendiani, Andrea; Wilson, Jabe & Woollard, Peter (2019). Ontology mapping for semantically enabled applications. Drug Discovery Today.  ISSN 1359-6446.  s 1- 8 . doi: 10.1016/j.drudis.2019.05.020
• Klungre, Vidar Norstein; Soylu, Ahmet; Jimenez-Ruiz, Ernesto; Kharlamov, Evgeny & Giese, Martin (2019). Query Extension Suggestions for Visual Query Systems Through Ontology Projection and Indexing. New generation computing.  ISSN 0288-3635. . doi: 10.1007/s00354-019-00071-1
• Agibetov, Asan; Jimenez-Ruiz, Ernesto; Ondrésik, Marta; Solimando, Alessandro; Banerjee, Imon; Guerrini, Giovanna; Catalano, Chiara E; Oliveira, Joaquim M.; Patanè, Giuseppe; Reis, Rui L. & Spagnuolo, Michela (2018). Supporting shared hypothesis testing in the biomedical domain. Journal of Biomedical Semantics.  ISSN 2041-1480.  9:9, s 1- 22 . doi: 10.1186/s13326-018-0177-x
• Algergawy, Alsayed; Cheatham, Michelle; Faria, Daniel; Ferrara, Alfio; Fundulaki, Irini; Harrow, Ian; Hertling, Sven; Jimenez-Ruiz, Ernesto; Karam, Naouel; Khiat, Abderrahmane; Lambrix, Patrick; Li, Huanyu; Montanelli, Stefano; Paulheim, Heiko; Pesquita, Catia; Saveta, Tzanina; Schmidt, Daniela; Shvaiko, Pavel; Splendiani, Andrea; Thiéblin, Elodie; Trojahn, Cassia; Vataščinová, Jana; Zamazal, Ondrej & Zhou, Lu (2018). Results of the ontology alignment evaluation initiative 2018. CEUR Workshop Proceedings.  ISSN 1613-0073.  2288, s 76- 116
• Jimenez-Ruiz, Ernesto; Agibetov, Asan; Samwald, Matthias & Cross, Valerie (2018). We divide, you conquer: From large-scale ontology alignment to manageable subtasks with a lexical index and neural embeddings. CEUR Workshop Proceedings.  ISSN 1613-0073.  2180, s 1- 12
• Jimenez-Ruiz, Ernesto; Saveta, Tzanina; Zamazal, Ondrej; Hertling, Sven; Roder, Michael; Fundulaki, Irini; Ngomo, Axel-Cyrille Ngonga; Sherif, Mostafa Hashem; Annane, Amina; Bellahsene, Zohra; Ben Yahia, Sadok; Diallo, Gayo; Faria, Daniel; Kachroudi, Marouen; Khiat, Abderrahmane; Lambrix, Patrick; Li, Huanyu; Mackeprang, Maximilian; Mohammadi, Majid; Rybinski, Maciej; Balasubramani, Booma Sowkarthiga & Trojahn, Cassia (2018). Introducing the HOBBIT platform into the Ontology Alignment Evaluation campaign. CEUR Workshop Proceedings.  ISSN 1613-0073.  2288, s 49- 60
• Kharlamov, Evgeny; Skjæveland, Martin G; Hovland, Dag; Mailis, Theofilos; Jimenez-Ruiz, Ernesto; Xiao, Guohui; Soylu, Ahmet; Horrocks, Ian & Waaler, Arild (2018). Finding Data Should be Easier than Finding Oil, In Naoki Abe; Huan Liu; Xiaohua Hu; Nesreen Ahmed; Mu Qiao; Yang Song; Donald Kossmann; Bing Liu; Kisung Lee; Jiliang Tang; Jingrui He & Jeffrey Saltz (ed.),  2018 IEEE International Conference on Big Data (Big Data), Seattle, 10-13 Dec. 2018.  IEEE.  ISBN 978-1-5386-5035-6.  artikkel. Fulltekst i vitenarkiv. Vis sammendrag

  The competitiveness of modern enterprises heavily depends on their ability to make the right business decisions by relying on efficient and timely analysis of the right business critical data. In large and data intensive companies such as Equinor, a Norwegian multinational oil and gas company with more than 20,000 employees, gathering such data is not a trivial task due to the growing size and complexity of corporate information sources. As a result, the data gathering task is often the most time-consuming part of the decision making process, in particular when it comes to the work processes of Equinor’s Exploration geologists that should find in a timely manner New exploitable accumulations of oil or gas in given areas by analysing data about these areas. In this work we present our experience in addressing this data challenge tast at Equinor. We have developed and deployed at Equinor a semantic data access system that relies on the Ontology Based Data Access (OBDA) approach. Our system is based on our solid theoretical contributions and has been extensively evaluated at Equinor

• Pinkel, Christoph; Binning, Carsten; Jimenez-Ruiz, Ernesto; Kharlamov, Evgeny; May, Wolfgang; Nikolov, Andriy; Bastinos, Ana Sasa; Skjæveland, Martin G; Solimando, Alessandro; Taheriyan, Mohsen; Heupel, Christian & Horrocks, Ian (2018). RODI: Benchmarking Relational-to-Ontology Mapping Generation Quality. Semantic Web Journal.  ISSN 1570-0844.  9(1), s 25- 52 . doi: 10.3233/SW-170268
• Achichi, Manel; Cheatham, Michelle; Dragisic, Zlatan; Euzenat, Jerome; Faria, Daniel; Ferrara, Alfio; Flouris, Giorgos; Fundulaki, Irini; Harrow, Ian; Ivanova, Valentina; Jimenez-Ruiz, Ernesto; Kuss, Elena; Lambrix, Patrick; Leopold, Henrik; Li, Huanyu; Meilicke, Christian; Montanelli, Stefano; Pesquita, Catia; Saveta, Tzanina; Shvaiko, Pavel; Splendiani, Andrea; Stuckenschmidt, Heiner; Todorov, Konstantin; Trojahn, Cassia & Zamazal, Ondrej (2017). Results of the ontology alignment evaluation initiative 2016. CEUR Workshop Proceedings.  ISSN 1613-0073.  1766, s 73- 129
• Harrow, Ian; Jimenez-Ruiz, Ernesto; Splendiani, Andrea; Romacker, Martin; Woollard, Peter; Markel, Scott; Alam-Faruque, Yasmin; Koch, Martin; Malone, James & Waaler, Arild Torolv Søetorp (2017). Matching disease and phenotype ontologies in the ontology alignment evaluation initiative. Journal of Biomedical Semantics.  ISSN 2041-1480.  8(1), s 1- 13 . doi: 10.1186/s13326-017-0162-9 Fulltekst i vitenarkiv.
• Jimenez-Ruiz, Ernesto; Carapella, Valentina; Lukaschuk, Elena; Aung, Nay; Fung, Kenneth; Paiva, Jose; Sanghvi, Mihir; Neubauer, Stefan; Petersen, Steffen; Horrocks, Ian & Piechnik, Stefan (2017). Towards the creation of the cardiovascular magnetic resonance quality assessment ontology (CMR-QA). CEUR Workshop Proceedings.  ISSN 1613-0073.  1795
• Jimenez-Ruiz, Ernesto; Grau, B Cuenca & Cross, V (2017). LogMap family participation in the OAEI 2017. CEUR Workshop Proceedings.  ISSN 1613-0073.  2032, s 153- 157
• Kharlamov, Evgeny; Hovland, Dag; Skjæveland, Martin G; Bilidas, Dimitris; Jimenez-Ruiz, Ernesto; Xiao, Guohui; Soylu, Ahmet; Lanti, Davide; Rezk, Martin; Zheleznyakov, Dmitriy; Giese, Martin; Lie, Hallstein; Ioannidis, Yannis; Kotidis, Yannis; Koubarakis, Manolis & Waaler, Arild Torolv Søetorp (2017). Ontology Based Data Access in Statoil. Journal of Web Semantics.  ISSN 1570-8268.  44, s 3- 36 . doi: 10.1016/j.websem.2017.05.005 Fulltekst i vitenarkiv.
• Kudama, Shahad; Berlanga, Rafael & Jimenez-Ruiz, Ernesto (2017). Enriching the Human Phenotype Ontology with inferred axioms from textual descriptions. CEUR Workshop Proceedings.  ISSN 1613-0073.  2042, s 1- 5
• Solimando, Alessandro; Jimenez-Ruiz, Ernesto & Guerrini, Giovanna (2017). Minimizing Conservativity Violations in Ontology Alignments: Algorithms and Evaluation. Knowledge and Information Systems.  ISSN 0219-1377.  51(3) . doi: 10.1007/s10115-016-0983-3
• Soylu, Ahmet; Giese, Martin; Schlatte, Rudolf; Jimenez-Ruiz, Ernesto; Kharlamov, Evgeny; Özçep, Özgür; Neuenstadt, Christian & Brandt, Sebastian (2017). Querying industrial stream-temporal data: An ontology-based visual approach. Journal of Ambient Intelligence and Smart Environments.  ISSN 1876-1364.  9(1), s 77- 95 . doi: 10.3233/AIS-160415 Fulltekst i vitenarkiv.
• Soylu, Ahmet; Kharlamov, Evgeny; Zheleznyakov, Dmitriy; Jimenez-Ruiz, Ernesto; Giese, Martin; Skjæveland, Martin G; Hovland, Dag; Schlatte, Rudolf; Brandt, Sebastian; Lie, Hallstein & Horrocks, Ian (2017). OptiqueVQS: a Visual Query System over Ontologies for Industry. Semantic Web Journal.  ISSN 1570-0844.  s 1- 28 Fulltekst i vitenarkiv.
• Achichi, Manel; Cheatham, Michelle; Dragisic, Zlatan; Euzenat, Jerome; Faria, Daniel; Ferrara, Alfio; Flouris, Giorgos; Fundulaki, Irini; Harrow, Ian; Ivanova, Valentina; Jimenez-Ruiz, Ernesto; Kuss, Elena; Lambrix, Patrick; Leopold, Henrik; Li, Huanyu; Meilicke, Christian; Montanelli, Stefano; Pesquita, Catia; Saveta, Tzanina; Shvaiko, Pavel; Splendiani, Andrea; Stuckenschmidt, Heiner; Todorov, Konstantin; Trojahn, Cassia & Zamazal, Ondrej (2016). Results of the Ontology Alignment Evaluation Initiative 2016. CEUR Workshop Proceedings.  ISSN 1613-0073.  1766, s 73- 129
• Jimenez-Ruiz, Ernesto; Cuenca Grau, Bernardo Cuenca & Cross, Valerie V. (2016). LogMap family participation in the OAEI 2016. CEUR Workshop Proceedings.  ISSN 1613-0073.  1766, s 185- 189
• Kharlamov, Evgeny; Brandt, Sebastian; Giese, Martin; Jimenez-Ruiz, Ernesto; Kotidis, Yannis; Lamparter, Steffen; Mailis, Theofilis P.; Neuenstadt, Christian; Özcep, Özgür; Pinkel, Christoph; Soylu, Ahmet; Svingos, Christoforos; Zheleznyakov, Dmitriy; Horrocks, Ian; Ioannidis, Yannis; Möller, Ralf & Waaler, Arild (2016). Enabling semantic access to static and streaming distributed data with optique: demo, In Avigdor Gal; Matthias Weidlich; Vana Kalogeraki & Nalini Venkasubramanian (ed.),  Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, DEBS '16, Irvine, CA,USA, June 20 -24.  ACM Publications.  ISBN 978-1-4503-4021-2.  Chapter.  s 350 - 353
• Kharlamov, Evgeny; Mailis, Theofilis P.; Bereta, Konstantina; Bilidas, Dimitris; Brandt, Sebastian; Jimenez-Ruiz, Ernesto; Lamparter, Steffen; Neuenstadt, Christian; Özcep, Özgür; Soylu, Ahmet; Svingos, Christoforos; Xiao, Guohui; Zheleznyakov, Dmitriy; Calvanese, Diego; Horrocks, Ian; Giese, Martin; Ioannidis, Yannis; Kotidis, Yannis; Möller, Ralf & Waaler, Arild (2016). A Semantic Approach to Polystores, In James Joshi (ed.),  Proceedings 2016 IEEE International Conference on Big Data.  IEEE.  ISBN 978-1-4673-9005-7.  KAPITTEL.  s 2565 - 2573
• Soylu, Ahmet; Giese, Martin; Jimenez-Ruiz, Ernesto; Kharlamov, Evgeny; Schlatte, Rudolf; Neuenstadt, Christian; Ozcep, Ozgur; Lie, Hallstein; Klungre, Vidar Norstein; Brandt, Sebastian & Horrocks, Ian (2016). Ontology-based visual querying with OptiqueVQS: Statoil and Siemens cases. CEUR Workshop Proceedings.  ISSN 1613-0073.  1818, s 34- 39

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• Shvaiko, Pavel; Euzenat, Jérôme; Jimenez-Ruiz, Ernesto; Cheatham, Michelle & Hassanzadeh, Oktie (ed.) (2018). Proceedings of the 13th International Workshop on Ontology Matching. CEUR-WS.org.  ISBN 978-1-00-742288-0.  227 s.
• Dragoni, Mauro; Poveda-Villalon, Maria & Jimenez-Ruiz, Ernesto (ed.) (2017). OWL: Experiences and Directions - Reasoner Evaluation. Springer.  ISBN 978-3-319-54626-1.  153 s.

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• Myklebust, Erik Bryhn; Jimenez-Ruiz, Ernesto; Chen, Jiaoyan; Wolf, Raoul & Tollefsen, Knut-Erik (2019). Knowledge Graph Embedding for Ecotoxicological Effect Prediction.
• Myklebust, Erik Bryhn; Jimenez-Ruiz, Ernesto; Chen, Jieying; Wolf, Raoul & Tollefsen, Knut-Erik (2019). Ecotoxicological Effect Prediction Using Knowledge Graph Embedding.
• Myklebust, Erik Bryhn; Jimenez-Ruiz, Ernesto; Wolf, Raoul; Rudjord, Zofia Czyczula & Tollefsen, Knut-Erik (2019). Integrating semantic technologies in environmental risk assessment: A vision..
• Dragoni, Mauro; Poveda-Villalon, Maria & Jimenez-Ruiz, Ernesto (2017). Preface. Lecture Notes in Computer Science.  ISSN 0302-9743.  10161 LNCS, s I- IX
• Jimenez-Ruiz, Ernesto; Hovland, Dag; Slaughter, Laura; Håndstad, Tony & Waaler, Arild (2017). On adopting ontology alignment techniques within the phenotype acquisition process. CEUR Workshop Proceedings.  ISSN 1613-0073.  2042, s 1- 2
• Pereira, Sunny; Cross, Valerie & Jimenez-Ruiz, Ernesto (2017). On partitioning for ontology alignment. CEUR Workshop Proceedings.  ISSN 1613-0073.  2032, s 219- 220
• Pereira, Sunny; Cross, Valerie & Jimenez-Ruiz, Ernesto (2017). On partitioning for ontology alignment. CEUR Workshop Proceedings.  ISSN 1613-0073.  1963, s 1- 4
• Soylu, Ahmet; Giese, Martin; Jimenez-Ruiz, Ernesto; Kharlamov, Evgeny; Schlatte, Rudolf; Neuenstadt, Christian; Özcep, Özgür; Lie, Hallstein; Klungre, Vidar Norstein; Brandt, Sebastian & Horrocks, Ian (2016). Ontology-based Visual Querying with OptiqueVQS: Statoil and Siemens Cases. CEUR Workshop Proceedings.  ISSN 1613-0073.  1818

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