mycoreobjectrosdok_document_0000015101rosdok_document_0000015101rosdokdocumentrosdok_derivate_0000068915rosdok_derivate_00000689162023-08-08T11:54:52.029Z2019-09-10T14:35:16.001ZadministratoreditorPpublished2rosdok_derivate_0000068915rosdok_derivate_0000068916truetruederivate_types:dataDatendatawf_edit_data wf_register_dataderivate_types:documentationDokumentationdocumentationwf_edit_data wf_register_datastate:publishedstate:publishedveröffentlichtpublished1677742720Oau2019-09-252023-08-05T16:27:43ZrdaConverted from PICA to MODS using Pica2Mods XSLT Transformer 2.7 [SCM: "0c0e7a3c226a4a0cbcbec39b493c3c5257339ab8" "v2.7" "2023-08-04T00:00:00+0200"] with mode 'DEFAULT'.rosdok/id00002526DatenpublikationForschungsdatenData for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data[research data]Software and data have become major components of modern research, which is also reflected by an increased number of software usages. Knowledge about used software and data would provide researchers a better understanding of the results of a scientific investigation and thus foster it's reproducibility. Software and data are, however, often not formally cited but their usage is mentioned in the main text. In order to assess the state of the art in extraction of such usage statements, we performed a literature review. We provide an overview of existing methods for the identification of usage statements of software and data in scientific articles. This analysis mainly focuses on technical approaches, the employed corpora, and the purpose of the investigation itself. We found four different classes of approaches that are used in the literature: 1.) term search, 2.) manual extraction, 3.) rule-based extraction, and 4.) extraction based on supervised learning.FrankKrüger1980 -VerfasserInaut10798759720000-0002-7925-3363University of Rostock, Institute of Communications EngineeringDavidSchindlerVerfasserInaut0000-0003-4203-8851University of Rostock, Institute of Communications Engineeringhttp://purl.uni-rostock.de/rosdok/id00002526urn:nbn:de:gbv:28-rosdok_id00002526-610.18453/rosdok_id00002526004 InformatikFakultät für Informatik und ElektrotechnikCC BY 4.0Nutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en2019University of RostockRostockmonographic20192019University Library of RostockRostock2019Universitätsbibliothek Rostockhttp://purl.uni-rostock.de/rosdok/id00002526[{"name":"Krüger, Frank","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0002-7925-3363"},{"name":"Schindler, David","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0003-4203-8851"}]Frank Krüger, David SchindlerFrank Krüger, David Schindler. A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. Computing in Science & Engineering, 09 201910.1109/MCSE.2019.2943847Forschungsdaten zuKrüger, FrankUniversity of Rostock, Institute of Communications Engineering0000-0002-7925-3363Schindler, DavidUniversity of Rostock, Institute of Communications Engineering0000-0003-4203-8851doctype:epubdoctype:epubDokumenttypDocument typedoctype:datadoctype:dataDatenpublikationdata publicationdiniPublType:ResearchData diniPublType2022:ResearchDatainfo:eu-repo/semantics/otherdocumentnatureOfContent:ppn_857755366natureOfContent:ppn_857755366ForschungsdatendiniPublType2022:ResearchDatadiniPublType2022:ResearchDataForschungsdatenResearch dataKDSFSDNB:004SDNB:004004 Informatik004 Data processing Computer sciencesinstitution:unirostockinstitution:unirostockUniversität RostockUniversity of RostockUniversität RostockUniversität RostockUni.Rostockhttp://d-nb.info/gnd/38329-6institution:unirostock.iefinstitution:unirostock.iefFakultät für Informatik und ElektrotechnikFaculty of Computer Science and Electrical EngineeringUniversität Rostock. Fakultät für Informatik und ElektrotechnikFakultät für Informatik<br />und ElektrotechnikUni.Rostock.Fakultaet.IEFhttp://d-nb.info/gnd/10085032-7licenseinfo:worklicenseinfo:workWerkworklicenseinfo:work.cclicenselicenseinfo:work.cclicenseCC-LizenzCC-licenselicenseinfo:work.cclicense.cc-bylicenseinfo:work.cclicense.cc-byCC BYCC BYlicenseinfo:work.cclicense.cc-by.v40licenseinfo:work.cclicense.cc-by.v40CC BY 4.0CC BY 4.0/creativecommons/l/by/4.0/88x31.png[DE-28]Namensnennung 4.0 International$cCC BY 4.0$gCreative Commons$uhttps://creativecommons.org/licenses/by/4.0/https://creativecommons.org/licenses/by/4.0/https://creativecommons.org/licenses/by/4.0/licenseinfo:depositlicenseinfo:depositVeröffentlichungsgenehmigungpermission to storelicenseinfo:deposit.rightsgrantedlicenseinfo:deposit.rightsgrantedNutzungsrechte erteiltrights grantedlicenseinfo:metadatalicenseinfo:metadataLizenzen für Metadatenlicenseinfo:metadata.cc0licenseinfo:metadata.cc0Lizenz Metadaten: CC0license metadata: CC0/creativecommons/p/zero/1.0/88x31.pnghttps://creativecommons.org/publicdomain/zero/1.0/accesscondition:openaccessaccesscondition:openaccessfrei zugänglich (Open Access)open accesshttp://purl.org/coar/access_right/c_abf2OAfreeinfo:eu-repo/semantics/openAccess[DE-28]Open Access$gControlled Vocabulary for Access Rights$uhttp://purl.org/coar/access_right/c_abf2rfc5646:enrfc5646:enEnglischEnglishengengData for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data[research data]Data for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data[research data]gnd:1079875972orcid:0000-0002-7925-3363orcid:0000-0003-4203-8851gnd:1079875972orcid:0000-0002-7925-3363orcid:0000-0003-4203-8851rosdok_document_0000015101-d989458e65gnd:1079875972orcid:0000-0002-7925-3363Frank KrügerFrank Krügerrosdok_document_0000015101-d989458e82orcid:0000-0003-4203-8851David SchindlerDavid SchindlerFrank KrügerDavid SchindlerFrank KrügerDavid SchindlerFrank KrügerDavid SchindlerRostockUniversity of Rostockdatahttp://purl.uni-rostock.de/rosdok/id00002526urn:nbn:de:gbv:28-rosdok_id00002526-610.18453/rosdok_id00002526Software and data have become major components of modern research, which is also reflected by an increased number of software usages. Knowledge about used software and data would provide researchers a better understanding of the results of a scientific investigation and thus foster it's reproducibility. Software and data are, however, often not formally cited but their usage is mentioned in the main text. In order to assess the state of the art in extraction of such usage statements, we performed a literature review. We provide an overview of existing methods for the identification of usage statements of software and data in scientific articles. This analysis mainly focuses on technical approaches, the employed corpora, and the purpose of the investigation itself. We found four different classes of approaches that are used in the literature: 1.) term search, 2.) manual extraction, 3.) rule-based extraction, and 4.) extraction based on supervised learning.20192019Frank Krüger, David Schindler. A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. Computing in Science & Engineering, 09 2019Frank Krüger, David Schindler. A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. Computing in Science & Engineering, 09 201910.1109/MCSE.2019.2943847Forschungsdaten zu10.1109/MCSE.2019.2943847[{"name":"Krüger, Frank","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0002-7925-3363"},{"name":"Schindler, David","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0003-4203-8851"}]Frank Krüger, David Schindlerdata1 Krueger_2019_data.zip 736961 877597183c94b3348715047c81e1c964 2 Krueger_2019_documentation.pdf 76785 8393e7da02c4d7f31117b885e1e8dc0d 1677742720Oau2019-09-252023-08-05T16:27:43ZrdaConverted from PICA to MODS using Pica2Mods XSLT Transformer 2.7 [SCM: "0c0e7a3c226a4a0cbcbec39b493c3c5257339ab8" "v2.7" "2023-08-04T00:00:00+0200"] with mode 'DEFAULT'.rosdok/id00002526DatenpublikationForschungsdatenData for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data[research data]Software and data have become major components of modern research, which is also reflected by an increased number of software usages. Knowledge about used software and data would provide researchers a better understanding of the results of a scientific investigation and thus foster it's reproducibility. Software and data are, however, often not formally cited but their usage is mentioned in the main text. In order to assess the state of the art in extraction of such usage statements, we performed a literature review. We provide an overview of existing methods for the identification of usage statements of software and data in scientific articles. This analysis mainly focuses on technical approaches, the employed corpora, and the purpose of the investigation itself. We found four different classes of approaches that are used in the literature: 1.) term search, 2.) manual extraction, 3.) rule-based extraction, and 4.) extraction based on supervised learning.FrankKrüger1980 -VerfasserInaut10798759720000-0002-7925-3363University of Rostock, Institute of Communications EngineeringDavidSchindlerVerfasserInaut0000-0003-4203-8851University of Rostock, Institute of Communications Engineeringhttp://purl.uni-rostock.de/rosdok/id00002526urn:nbn:de:gbv:28-rosdok_id00002526-610.18453/rosdok_id00002526004 InformatikFakultät für Informatik und ElektrotechnikCC BY 4.0Nutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en2019University of RostockRostockmonographic20192019University Library of RostockRostock2019Universitätsbibliothek Rostockhttp://purl.uni-rostock.de/rosdok/id00002526[{"name":"Krüger, Frank","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0002-7925-3363"},{"name":"Schindler, David","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0003-4203-8851"}]Frank Krüger, David SchindlerFrank Krüger, David Schindler. A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. Computing in Science & Engineering, 09 201910.1109/MCSE.2019.2943847Forschungsdaten zu Krüger, Frank University of Rostock, Institute of Communications Engineering 0000-0002-7925-3363 Schindler, David University of Rostock, Institute of Communications Engineering 0000-0003-4203-8851 2019-09-10T14:35:16.001Z 2023-08-08T11:54:52.029Z 2023-08-18T11:54:52.035Z editorP {"identifier":"http://purl.uni-rostock.de/rosdok/id00002526","type":"purl","additional":"","service":"RosDokPURL","created":"2019-09-13T11:08:32.111Z","registered":"2019-09-13T11:08:32.111Z"} {"identifier":"10.18453/rosdok_id00002526","type":"doi","additional":"","service":"RosDokDOI","created":"2019-09-13T11:08:35.034Z","registered":"2019-09-13T11:08:35.034Z"} {"identifier":"rosdok/id00002526","type":"local_id","additional":"","service":"MCRLocalID","created":"2023-08-08T11:54:52.006Z"} administratordatadocumentationData for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data[research data]Data for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data[research data]gnd:1079875972orcid:0000-0002-7925-3363orcid:0000-0003-4203-8851gnd:1079875972orcid:0000-0002-7925-3363orcid:0000-0003-4203-8851rosdok_document_0000015101-d989458e65gnd:1079875972orcid:0000-0002-7925-3363Frank KrügerFrank Krügerrosdok_document_0000015101-d989458e82orcid:0000-0003-4203-8851David SchindlerDavid SchindlerFrank KrügerDavid SchindlerFrank KrügerDavid SchindlerFrank KrügerDavid SchindlerRostockUniversity of Rostockdatahttp://purl.uni-rostock.de/rosdok/id00002526urn:nbn:de:gbv:28-rosdok_id00002526-610.18453/rosdok_id00002526Software and data have become major components of modern research, which is also reflected by an increased number of software usages. Knowledge about used software and data would provide researchers a better understanding of the results of a scientific investigation and thus foster it's reproducibility. Software and data are, however, often not formally cited but their usage is mentioned in the main text. In order to assess the state of the art in extraction of such usage statements, we performed a literature review. We provide an overview of existing methods for the identification of usage statements of software and data in scientific articles. This analysis mainly focuses on technical approaches, the employed corpora, and the purpose of the investigation itself. We found four different classes of approaches that are used in the literature: 1.) term search, 2.) manual extraction, 3.) rule-based extraction, and 4.) extraction based on supervised learning.20192019Frank Krüger, David Schindler. A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. Computing in Science & Engineering, 09 2019Frank Krüger, David Schindler. A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. Computing in Science & Engineering, 09 201910.1109/MCSE.2019.2943847Forschungsdaten zu10.1109/MCSE.2019.2943847[{"name":"Krüger, Frank","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0002-7925-3363"},{"name":"Schindler, David","affil":"University of Rostock, Institute of Communications Engineering","orcid":"0000-0003-4203-8851"}]Frank Krüger, David Schindler[xslt]Saxonrosdok/id00002526https://purl.uni-rostock.de/rosdok/id00002526167774272010.18453/rosdok_id00002526urn:nbn:de:gbv:28-rosdok_id00002526-6Frank Krüger, David SchindlerKrüger Frank, Schindler DavidData for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data : [research data]Datenpublikationdata publicationUniversity of Rostock, 2019Software and data have become major components of modern research, which is also reflected by an increased number of software usages. Knowledge about used software and data would provide researchers a better understanding of the results of a scientific investigation and thus foster it's…Frank KrügerDavid SchindlerData for: A Literature Review on Methods for the Extraction of Usage Statements of Software and Data[research data]Frank Krüger, David Schindler. A Literature Review on Methods for the Extraction of Usage Statements of Software and Data. Computing in Science & Engineering, 09 2019Universitätsbibliothek Rostockhttp://purl.uni-rostock.de/rosdok/id00002526FrankKrüger1980 -VerfasserInaut10798759720000-0002-7925-3363University of Rostock, Institute of Communications EngineeringDavidSchindlerVerfasserInaut0000-0003-4203-8851University of Rostock, Institute of Communications Engineering[purl]http://purl.uni-rostock.de/rosdok/id00002526[urn]urn:nbn:de:gbv:28-rosdok_id00002526-6[doi]10.18453/rosdok_id00002526open_access20192019epoch:21th_centuryrfc5646:endoctype:dataaccesscondition:openaccessSDNB:004institution:unirostock.iefstate:published