The Fifteenth International Workshop on Ontology Matchingcollocated with the 19th International Semantic Web Conference
ISWC-2020
(originally planned to be in Athens, Greece)
|
Objectives | Call for papers | Submissions | Accepted papers | Program | Organization | OM-2019 |
|
||
The workshop encourages participation from academia, industry and user institutions with the emphasis on
theoretical and practical aspects of ontology matching. On the one side, we expect representatives from
industry and user organizations to present business cases and their requirements for ontology matching.
On the other side, we expect academic participants to present their approaches vis-a-vis those
requirements. The workshop provides an informal setting for researchers and practitioners from different
related initiatives to meet and benefit from each other's work and requirements.
Topics of interest include but are not limited to:
|
||
https://www.easychair.org/conferences/?conf=om2020 Contributors to the OAEI 2020 campaign have to follow the campaign conditions and schedule at http://oaei.ontologymatching.org/2020/. Important dates:
Contributions will be refereed by the
Program Committee.
Accepted papers will be published in the workshop proceedings as a volume of
CEUR-WS
as well as indexed on DBLP.
By submitting a paper, the authors accept the CEUR-WS and DBLP publishing rules (CC-BY 4.0 license model).
| ||
Francisco José Quesada Real, Gábor Bella, Fiona McNeill, Alan Bundy Harshvardhan J. Pandit, Damien Graux, Fabrizio Orlandi, Ademar Crotti Junior, Declan O'Sullivan, Dave Lewis Omaima Fallatah, Ziqi Zhang, Frank Hopfgartner Kleanthi Georgala, Mohamed Ahmed Sherif, Michael Röder, Axel-Cyrille Ngonga Ngomo Mohamed Ahmed Sherif, Kevin Dreßler, Axel-Cyrille Ngonga Ngomo Sven Hertling, Jan Portisch, Heiko Paulheim
OAEI Papers:
Abstracts (ex-posters):
|
||
CST, Shanghai | EST, New York | CET, Rome | Links | Schedule | |
20:45-21:00 | 7:45-8:00 | 13:45-14:00 | Zoom | Welcome and workshop overview Organizers | |
21:00-22:00 | 8:00-9:00 | 14:00-15:00 | Zoom | Keynote address
by
AnHai Doan Magellan: Toward a System Building Agenda for Semantic Matching |
|
Abstract:
Semantic matching finds schema/data elements that refer to the same real-world concepts. Variations of this problem include string matching, entity matching, schema/ontology matching, matching tuples in a table into a knowledge base, and more. In the past five years, we have been building Magellan, a general platform that uses machine learning, big data processing, cloud technologies, and effective user interaction to solve semantic matching problems, focusing on entity matching (EM). Magellan has been deployed at 12 companies and domain science groups, used in high-profile projects (such as a recent effort to save the Amazon rainforest), recently commercialized by GreenBay Technologies, and pushed into EM platforms at Informatica, the world-leading data integration company. In this talk, I will discuss how Magellan is radically different from current EM work. Specifically, I discuss how we focus on "very boring" EM problems, identify the end-to-end process that a user must follow to solve them, then develop semi-automatic tools to support the various steps in the process. I will also discuss why we designed tools to be atomic, highly interoperable, and built into popular ecosystems of data science tools. Finally, I discuss lessons learned, both from Magellan and from my semantic matching work at Informatica. I will also touch on our ongoing effort to extend Magellan to other semantic matching problems, including ontology/schema matching. Bio: AnHai Doan is Vilas Distinguished Achievement Professor and Gurindar S. Sohi Professor of Computer Science at the University of Wisconsin-Madison. His interests cover databases, AI, and Web, with a current focus on data integration, data science, and machine learning. AnHai received the ACM Doctoral Dissertation Award in 2003, a CAREER Award in 2004, and a Sloan Fellowship in 2007. He co-authored ''Principles of Data Integration'', a Morgan-Kaufmann textbook in 2012. AnHai was on the Advisory Board of Transformic, a Deep Web startup acquired by Google in 2005, and was Chief Scientist of Kosmix, a social media startup acquired by Walmart in 2011. From 2011 to 2014 he was Chief Scientist of WalmartLabs, a newly formed R&D lab that analyzes and integrates data for e-commerce. From 2019 until 2020 he was a co-founder of GreenBay Technologies, a data integration startup acquired by Informatica. AnHai serves on the SIGMOD Advisory Committee, SIGMOD Executive Committee, and co-chaired SIGMOD-2020. |
|||||
22:00-00:00 | 9:00-11:00 | 15:00-17:00 | Zoom | Paper presentation session: Methods and Applications - I | |
22:00-22:20 | 9:00-9:20 | 15:00-15:20 | Using domain lexicon and grammar for ontology matching Francisco José Quesada Real, Gábor Bella, Fiona McNeill, Alan Bundy |
||
22:20-22:40 | 9:20-9:40 | 15:20-15:40 | Semantic schema mapping for interoperable data-exchange Harshvardhan J. Pandit, Damien Graux, Fabrizio Orlandi, Ademar Crotti Junior, Declan O'Sullivan, Dave Lewis |
||
22:40-23:00 | 9:40-10:00 | 15:40-16:00 | A gold standard dataset for large knowledge graphs matching Omaima Fallatah, Ziqi Zhang, Frank Hopfgartner |
||
23:00-23:20 | 10:00-10:20 | 16:00-16:20 | Applying edge-counting semantic similarities to link discovery: scalability and accuracy Kleanthi Georgala, Mohamed Ahmed Sherif, Michael Röder, Axel-Cyrille Ngonga Ngomo |
||
23:20-23:40 | 10:20-10:40 | 16:20-16:40 | LIGON - link discovery with noisy oracles Mohamed Ahmed Sherif, Kevin Dreßler, Axel-Cyrille Ngonga Ngomo |
||
23:40-00:00 | 10:40-11:00 | 16:40-17:00 | Supervised ontology and instance matching with MELT Sven Hertling, Jan Portisch, Heiko Paulheim |
||
00:00-00:15 | 11:00-11:15 | 17:00-17:15 | Zoom | Summary of the OAEI 2020 campaign and the SemTab challenge Organizers |
|
00:15-00:30 | 11:15-11:30 | 17:15-17:30 | Remo | Break | |
00:30-01:30 | 11:30-12:30 | 17:30-18:30 | Remo | Parallel sessions (Remo tables): OAEI and Abstracts | |
AML is breaking rules: taking complex ontology Alignment beyond rule-based approaches for OAEI 2020 Beatriz Lima, Daniel Faria, Catia Pesquita |
|||||
VeeAlign: a supervised deep learning approach to ontology alignment Vivek Iyer, Arvind Agarwal, Harshit Kumar |
|||||
Wiktionary matcher Jan Portisch |
|||||
bbw: matching CSV to Wikidata via meta-lookup Renat Shigapov, Philipp Zumstein, Jan Kamlah, Lars Oberländer, Jörg Mechnich, Irene Schumm |
|||||
JenTab: matching tabular data to knowledge graphs Nora Abdelmageed |
|||||
AMALGAM: a matching approach to fairfy tabular data with knowledge graph model Gayo Diallo, Rabia Azzi |
|||||
Towards a novel OAEI track for the materials' sciences and engineering domain Engy Nasr |
|||||
Ontology alignment in ecotoxicological effect prediction Erik B. Myklebust, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen |
|||||
Towards semantic alignment of heterogeneous structures and its application to digital humanities Renata Vieira, Cássia Trojahn |
|||||
Ontology matching for the laboratory analytics domain Ian Harrow, Thomas Liener, Ernesto Jiménez-Ruiz |
|||||
Towards matching of domain ontologies to cross-domain ontology: evaluation perspective Martin Šatra, Ondřej Zamazal |
|||||
Towards a vocabulary for mapping quality assessment Alex Randles, Ademar Crotti Junior, Declan O'Sullivan |
|||||
TableCNN: deep learning framework for learning tabular data Pranav Sankhe, Elham Khabiri, Bhavna Agrawal, Yingjie Li |
|||||
Revisiting ontologies of units of measure for harmonising quantity values - a use case Francisco Martin-Recuerda, Dirk Walther, Siegfried Eisinger, Graham Moore, Petter Andersen, Per-Olav Opdahl, Lillian Hella |
|||||
01:30-02:30 | 12:30-13:30 | 18:30-19:30 | Zoom | Paper presentation session: Methods and Applications - II |
|
01:30-01:45 | 12:30-12:45 | 18:30-18:45 | Learning reference alignments for ontology matching within and across domains Beatriz Lima, Ruben Branco, João Castanheira, Gustavo Fonseca, Catia Pesquita |
||
01:45-02:00 | 12:45-13:00 | 17:45-18:00 | SUBINTERNM: optimizing the matching of networks of ontologies Fabio Santos, Kate Revoredo, Fernanda Baião |
||
02:00-02:15 | 13:00-13:15 | 19:00-19:15 | A survey of OpenRefine reconciliation services Antonin Delpeuch |
||
02:15-02:30 | 13:15-13:30 | 19:15-19:30 | LIGER - link discovery with partial recall Kleanthi Georgala, Mohamed Ahmed Sherif, Axel-Cyrille Ngonga Ngomo |
||
02:30-03:00 | 13:30-14:00 | 19:30-20:00 | Zoom | Discussion and wrap-up | |
Trentino Digitale, Italy E-mail: pavel [dot] shvaiko [at] tndigit [dot] it INRIA & Univ. Grenoble Alpes, France City, University of London, UK & SIRIUS, University of Oslo, Norway IBM Research, USA IRIT, France
Acknowledgements: We appreciate support from the Trentino as a Lab initiative of the European Network of the Living Labs at Trentino Digitale, the EU SEALS project, as well as the Pistoia Alliance Ontologies Mapping project and IBM Research. |
||
Hosted at DISI, UniTn | :: Last Update: 27.12.2020 :: |