| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | mtc-m21d.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34T/45RKH6S | |||
| Repository | sid.inpe.br/mtc-m21d/2021/11.23.18.22 | |||
| Last Update | 2021:11.23.18.22.19 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21d/2021/11.23.18.22.19 | |||
| Metadata Last Update | 2022:04.03.23.14.42 (UTC) administrator | |||
| Secondary Key | INPE--PRE/ | |||
| DOI | 10.1109/SEAA53835.2021.00009 | |||
| ISBN | 978-166542705-0 | |||
| Citation Key | SantosSoFeWaCâAlVi:2021:UsNaLa | |||
| Title | Using Natural Language Processing to Build Graphical Abstracts to be used in Studies Selection Activity in Secondary Studies  | |||
| Format | On-line | |||
| Year | 2021 | |||
| Access Date | 2024, May 09 | |||
| Secondary Type | PRE CI | |||
| Number of Files | 1 | |||
| Size | 922 KiB | |||
| 2. Context | ||||
| Author | 1 Santos, Vinícius dos 2 Souza, Érica Ferreira de 3 Felizardo, Katia Romero 4 Watanabe, Willian Massami 5 Cândido Júnior, Arnaldo 6 Aluisio, Sandra Maria 7 Vijaykumar, Nandamudi Lankalapalli | |||
| Resume Identifier | 1 2 3 4 5 6 7 8JMKD3MGP5W/3C9JHTU | |||
| Group | 1 2 3 4 5 6 7 COPDT-CGIP-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Universidade de São Paulo (USP) 2 Universidade Tecnológica Federal do Paraná (UTFPR) 3 Universidade Tecnológica Federal do Paraná (UTFPR) 4 Universidade Tecnológica Federal do Paraná (UTFPR) 5 Universidade Tecnológica Federal do Paraná (UTFPR) 6 Universidade de São Paulo (USP) 7 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 vinicius.dos.santos@usp.br 2 ericasouza@utfpr.edu.br 3 katiascannavino@utfpr.edu.br 4 wwatanabe@utfpr.edu.br 5 arnaldoc@utfpr.edu.br 6 sandra@icmc.usp.br 7 vijaykumar.nandamudi@gmail.com | |||
| Conference Name | Euromicro Conference on Software Engineering and Advanced Applications (SEAA), 47 | |||
| Conference Location | Palermo, Italy | |||
| Date | 01-03 Sept. | |||
| Publisher | IEEE | |||
| Pages | 1-8 | |||
| Book Title | Proceedings | |||
| History (UTC) | 2021-11-23 18:24:35 :: simone -> administrator :: 2021 2022-04-03 23:14:42 :: administrator -> simone :: 2021 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Content Type | External Contribution | |||
| Version Type | publisher | |||
| Keywords | Concept Maps Graphical Abstract Natural Language Processing Open IE Secondary Studies | |||
| Abstract | Context: Secondary studies, as Systematic Literature Reviews (SLRs) and Systematic Mappings (SMs), have been providing methodological and structured processes to identify and select research evidence in Computer Science, especially in Software Engineering (SE). One of the main activities of a secondary study process is to read the abstracts to decide on including or excluding studies. This activity is considered costly and time-consuming. In order to speed up the selection activity, some alternatives such as, structured abstracts and graphical abstracts (e.g. Concept Maps - CMs), have been proposed. Objective: This study presents an approach to automatically build CMs using Natural Language Processing (NLP) to support the selection activity of secondary studies. Method: First, we proposed an approach composed by two pipelines: (1) perform the triple extraction of concept-relation-concept based on NLP; and (2) attach the extracted triples in a structure used as a template to scientific studies. Second, we evaluated both pipelines conducting experiments. Results: The preliminary evaluation revealed that CMs extracted are coherent when compared with their source text. Conclusions: NLP can assist the automatic construction of CMs. In addition, the experiment results show that the approach can be useful to support researchers in the selection of studies in the selection activity of secondary studies. | |||
| Area | COMP | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGIP > Using Natural Language... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGP3W34T/45RKH6S | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGP3W34T/45RKH6S | |||
| Language | en | |||
| Target File | santos_using.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/46KUES5 | |||
| Citing Item List | sid.inpe.br/bibdigital/2022/04.03.23.11 1 sid.inpe.br/mtc-m21/2012/07.13.14.56.50 1 | |||
| Host Collection | urlib.net/www/2021/06.04.03.40 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination e-mailaddress edition editor issn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress readpermission rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||