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2021 | OriginalPaper | Chapter

Semantic Integration of Heterogeneous and Complex Spreadsheet Tables

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Abstract

A great number of companies and institutions use spreadsheets for managing, publishing and sharing their data. Though effective, spreadsheets are mainly designed for being interpreted by humans, and the automatic extraction of their content and interpretation is a complex task. The task becomes even harder when tables present different kinds of mistakes and their layout is complex. In this paper, we outline the approach that we wish to develop during the PhD for answering the research question “how to semi-automatically extract coherent semantic information from heterogeneous and complex spreadsheets?”.

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Literature
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go back to reference Bonfitto, S., Casiraghi, E., Mesiti, M.: Table understanding approaches for extracting knowledge from heterogeneous tables. WIREs Data Min. Knowl. Disc. (2020, to appear) Bonfitto, S., Casiraghi, E., Mesiti, M.: Table understanding approaches for extracting knowledge from heterogeneous tables. WIREs Data Min. Knowl. Disc. (2020, to appear)
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go back to reference Holeček, M., Hoskovec, A., Baudiš, P., Klinger, P.: Table understanding in structured documents. In: Proceedings of International Conference on Document Analysis and Recognition Workshops (ICDARW), vol. 5, pp. 158–164 (2019) Holeček, M., Hoskovec, A., Baudiš, P., Klinger, P.: Table understanding in structured documents. In: Proceedings of International Conference on Document Analysis and Recognition Workshops (ICDARW), vol. 5, pp. 158–164 (2019)
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go back to reference Taheriyan, M., Knoblock, C.A., Szekely, P., Ambite, J.L.: Learning the semantics of structured data sources. J. Web Semant. 37, 152–169 (2016)CrossRef Taheriyan, M., Knoblock, C.A., Szekely, P., Ambite, J.L.: Learning the semantics of structured data sources. J. Web Semant. 37, 152–169 (2016)CrossRef
Metadata
Title
Semantic Integration of Heterogeneous and Complex Spreadsheet Tables
Author
Sara Bonfitto
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-73200-4_52

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