Patents contain a large quantity of technical information not available elsewhere and therefore very interesting for both academia and industry. The purpose of the research is to try to detect and extract information about the functions, the physical behaviours and the states of the system directly from the text of a patent in an automatic way. The above three categories constitute a well-known set of relevant entities in the theory of engineering design, and their study allows powerful analysis of individual artefacts as well as that of groups of products or technologies. The focus is in providing a handy tool that could speed up and facilitate human analysis and allow tackling also large corpora of documents. A second goal is to develop a protocol based on free software and database resources, so that it could be replicable with limited effort by everyone without having to rely on commercial databases. Extracting technical and design information from a document whose aim is more legal than technical, and that is written using a specific jargon, is not a trivial task. The approach chosen to overcome the various issues is to support state-of-the-art Computational Linguistic tools with a large Knowledge Base. The latter has been constructed both manually and automatically and comprises not only keywords but also concepts, relationships and regular expressions. A case study about a very recent patent describing a mechanical device has been included to show the functioning and output of the entire system. © 2013 Elsevier Ltd. All rights reserved.

Automatic extraction of function-behaviour-state information from patents

Dell'Orletta F;
2013

Abstract

Patents contain a large quantity of technical information not available elsewhere and therefore very interesting for both academia and industry. The purpose of the research is to try to detect and extract information about the functions, the physical behaviours and the states of the system directly from the text of a patent in an automatic way. The above three categories constitute a well-known set of relevant entities in the theory of engineering design, and their study allows powerful analysis of individual artefacts as well as that of groups of products or technologies. The focus is in providing a handy tool that could speed up and facilitate human analysis and allow tackling also large corpora of documents. A second goal is to develop a protocol based on free software and database resources, so that it could be replicable with limited effort by everyone without having to rely on commercial databases. Extracting technical and design information from a document whose aim is more legal than technical, and that is written using a specific jargon, is not a trivial task. The approach chosen to overcome the various issues is to support state-of-the-art Computational Linguistic tools with a large Knowledge Base. The latter has been constructed both manually and automatically and comprises not only keywords but also concepts, relationships and regular expressions. A case study about a very recent patent describing a mechanical device has been included to show the functioning and output of the entire system. © 2013 Elsevier Ltd. All rights reserved.
Campo DC Valore Lingua
dc.authority.ancejournal ADVANCED ENGINEERING INFORMATICS -
dc.authority.orgunit Istituto di linguistica computazionale "Antonio Zampolli" - ILC -
dc.authority.people Fantoni G it
dc.authority.people Apreda R it
dc.authority.people Dell'Orletta F it
dc.authority.people Monge M it
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dc.date.accessioned 2024/02/19 16:13:34 -
dc.date.available 2024/02/19 16:13:34 -
dc.date.issued 2013 -
dc.description.abstracteng Patents contain a large quantity of technical information not available elsewhere and therefore very interesting for both academia and industry. The purpose of the research is to try to detect and extract information about the functions, the physical behaviours and the states of the system directly from the text of a patent in an automatic way. The above three categories constitute a well-known set of relevant entities in the theory of engineering design, and their study allows powerful analysis of individual artefacts as well as that of groups of products or technologies. The focus is in providing a handy tool that could speed up and facilitate human analysis and allow tackling also large corpora of documents. A second goal is to develop a protocol based on free software and database resources, so that it could be replicable with limited effort by everyone without having to rely on commercial databases. Extracting technical and design information from a document whose aim is more legal than technical, and that is written using a specific jargon, is not a trivial task. The approach chosen to overcome the various issues is to support state-of-the-art Computational Linguistic tools with a large Knowledge Base. The latter has been constructed both manually and automatically and comprises not only keywords but also concepts, relationships and regular expressions. A case study about a very recent patent describing a mechanical device has been included to show the functioning and output of the entire system. © 2013 Elsevier Ltd. All rights reserved. -
dc.description.affiliations Department of Mechanical, Nuclear and Production Engineering, University of Pisa, Largo Lucio Lazzarino, 2, 56126 Pisa, Italy; Department of Energy and Systems Engineering, University of Pisa, Largo Lucio Lazzarino, 2, 56126 Pisa, Italy; Istituto di Linguistica Computazionale antonio Zampolli, ILC-CNR, via G. Moruzzi, 1, Località S. Cataldo, 56124 Pisa, Italy; Erre Quadro S.r.l., via S. Andrea, 59, I-56122 Pisa, Italy -
dc.description.allpeople Fantoni G.; Apreda R.; Dell'Orletta F.; Monge M. -
dc.description.allpeopleoriginal Fantoni G.; Apreda R.; Dell'Orletta F.; Monge M. -
dc.description.fulltext none en
dc.description.numberofauthors 1 -
dc.identifier.doi 10.1016/j.aei.2013.04.004 -
dc.identifier.scopus 2-s2.0-84879889574 -
dc.identifier.uri https://hdl.handle.net/20.500.14243/226945 -
dc.identifier.url http://www.sciencedirect.com/science/article/pii/S1474034613000487 -
dc.language.iso eng -
dc.relation.firstpage 317 -
dc.relation.issue 3 -
dc.relation.lastpage 334 -
dc.relation.volume 27 -
dc.subject.keywords Function-Behaviour-Structure -
dc.subject.keywords Pa -
dc.subject.keywords Product development -
dc.subject.keywords Semantic elaboration -
dc.subject.singlekeyword Function-Behaviour-Structure *
dc.subject.singlekeyword Pa *
dc.subject.singlekeyword Product development *
dc.subject.singlekeyword Semantic elaboration *
dc.title Automatic extraction of function-behaviour-state information from patents en
dc.type.driver info:eu-repo/semantics/article -
dc.type.full 01 Contributo su Rivista::01.01 Articolo in rivista it
dc.type.miur 262 -
dc.type.referee Sì, ma tipo non specificato -
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scopus.contributor.affiliation University of Pisa -
scopus.contributor.affiliation Erre Quadro S.r.l. -
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scopus.contributor.country Italy -
scopus.contributor.country Italy -
scopus.contributor.country Italy -
scopus.contributor.country Italy -
scopus.contributor.dptid 104459100 -
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scopus.contributor.name G. -
scopus.contributor.name R. -
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scopus.contributor.name M. -
scopus.contributor.subaffiliation Department of Mechanical;Nuclear and Production Engineering; -
scopus.contributor.subaffiliation -
scopus.contributor.subaffiliation Istituto di Linguistica Computazionale antonio Zampolli; -
scopus.contributor.subaffiliation -
scopus.contributor.surname Fantoni -
scopus.contributor.surname Apreda -
scopus.contributor.surname Dell'Orletta -
scopus.contributor.surname Monge -
scopus.date.issued 2013 *
scopus.description.abstracteng Patents contain a large quantity of technical information not available elsewhere and therefore very interesting for both academia and industry. The purpose of the research is to try to detect and extract information about the functions, the physical behaviours and the states of the system directly from the text of a patent in an automatic way. The above three categories constitute a well-known set of relevant entities in the theory of engineering design, and their study allows powerful analysis of individual artefacts as well as that of groups of products or technologies. The focus is in providing a handy tool that could speed up and facilitate human analysis and allow tackling also large corpora of documents. A second goal is to develop a protocol based on free software and database resources, so that it could be replicable with limited effort by everyone without having to rely on commercial databases. Extracting technical and design information from a document whose aim is more legal than technical, and that is written using a specific jargon, is not a trivial task. The approach chosen to overcome the various issues is to support state-of-the-art Computational Linguistic tools with a large Knowledge Base. The latter has been constructed both manually and automatically and comprises not only keywords but also concepts, relationships and regular expressions. A case study about a very recent patent describing a mechanical device has been included to show the functioning and output of the entire system. © 2013 Elsevier Ltd. All rights reserved. *
scopus.description.allpeopleoriginal Fantoni G.; Apreda R.; Dell'Orletta F.; Monge M. *
scopus.differences scopus.subject.keywords *
scopus.document.type ar *
scopus.document.types ar *
scopus.funding.funders 501100000780 - European Commission; 100011102 - Seventh Framework Programme; 100011102 - Seventh Framework Programme; *
scopus.funding.ids 270350; *
scopus.identifier.doi 10.1016/j.aei.2013.04.004 *
scopus.identifier.pui 52638773 *
scopus.identifier.scopus 2-s2.0-84879889574 *
scopus.journal.sourceid 23640 *
scopus.language.iso eng *
scopus.relation.firstpage 317 *
scopus.relation.issue 3 *
scopus.relation.lastpage 334 *
scopus.relation.volume 27 *
scopus.subject.keywords Function-Behaviour-Structure; Patent informatics; Product development; Semantic elaboration; *
scopus.title Automatic extraction of function-behaviour-state information from patents *
scopus.titleeng Automatic extraction of function-behaviour-state information from patents *
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