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1. Identity statement
Reference TypeConference Paper (Conference Proceedings)
Sitesibgrapi.sid.inpe.br
Holder Codeibi 8JMKD3MGPEW34M/46T9EHH
Identifier8JMKD3MGPEW34M/45CUJQH
Repositorysid.inpe.br/sibgrapi/2021/09.06.20.49
Last Update2021:09.06.20.49.39 (UTC) administrator
Metadata Repositorysid.inpe.br/sibgrapi/2021/09.06.20.49.39
Metadata Last Update2022:06.14.00.00.30 (UTC) administrator
DOI10.1109/SIBGRAPI54419.2021.00027
Citation KeyPoccoPoViPaGuGo:2021:ViAnTo
TitleDRIFT: A visual analytic tool for scientific literature exploration based on textual and image content
FormatOn-line
Year2021
Access Date2024, July 22
Number of Files1
Size9746 KiB
2. Context
Author1 Pocco, Ximena
2 Poco, Jorge
3 Viana, Matheus
4 de Paula, Rogerio
5 Gustavo Nonato, Luis
6 Gomez-Nieto, Erick
Affiliation1 Department of Computer Science, Universidad Catolica San Pablo, Arequipa, Peru 
2 School of Applied Mathematics. Getulio Vargas Foundation, Rio de Janeiro, Brazil 
3 IBM Research, Sao Paulo, Brazil 
4 IBM Research, Sao Paulo, Brazil 
5 ICMC, University of Sao Paulo, Sao Carlos, Brazil 
6 Department of Computer Science, Universidad Catolica San Pablo, Arequipa, Peru
EditorPaiva, Afonso
Menotti, David
Baranoski, Gladimir V. G.
Proença, Hugo Pedro
Junior, Antonio Lopes Apolinario
Papa, João Paulo
Pagliosa, Paulo
dos Santos, Thiago Oliveira
e Sá, Asla Medeiros
da Silveira, Thiago Lopes Trugillo
Brazil, Emilio Vital
Ponti, Moacir A.
Fernandes, Leandro A. F.
Avila, Sandra
e-Mail Addressxime.sofia96@gmail.com
Conference NameConference on Graphics, Patterns and Images, 34 (SIBGRAPI)
Conference LocationGramado, RS, Brazil (virtual)
Date18-22 Oct. 2021
PublisherIEEE Computer Society
Publisher CityLos Alamitos
Book TitleProceedings
Tertiary TypeFull Paper
History (UTC)2021-09-06 20:49:39 :: xime.sofia96@gmail.com -> administrator ::
2022-03-02 00:54:16 :: administrator -> menottid@gmail.com :: 2021
2022-03-02 13:34:42 :: menottid@gmail.com -> administrator :: 2021
2022-06-14 00:00:30 :: administrator -> :: 2021
3. Content and structure
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Version Typefinaldraft
KeywordsScientific literature
search interfaces
multimodal processing
visual analytics
AbstractExploring digital libraries of scientific articles is an essential task for any research community. The typical approach is to query the articles' data based on keywords and manually inspect the resulting list of documents to identify which papers are of interest. Besides being time-consuming, such a manual inspection is quite limited, as it can hardly provide an overview of articles with similar topics or subjects. Moreover, accomplishing queries based on content other than keywords is rarely doable, impairing finding documents with similar images. In this paper, we propose a visual analytic methodology for exploring and analyzing scientific document collections that consider the content of scientific documents, including images. The proposed approach relies on a combination of Content-Based Image Retrieval (CBIR) and multidimensional projection to map the documents to a visual space based on their similarity, thus enabling an interactive exploration. Additionally, we enable visual resources to display complementary information on selected documents that uncover hidden patterns and semantic relations. We show the effectiveness of our methodology through two case studies and a user evaluation, which attest to the usefulness of the proposed framework in exploring scientific document collections.
Arrangement 1urlib.net > SDLA > Fonds > SIBGRAPI 2021 > DRIFT: A visual...
Arrangement 2urlib.net > SDLA > Fonds > Full Index > DRIFT: A visual...
doc Directory Contentaccess
source Directory Contentthere are no files
agreement Directory Content
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4. Conditions of access and use
data URLhttp://urlib.net/ibi/8JMKD3MGPEW34M/45CUJQH
zipped data URLhttp://urlib.net/zip/8JMKD3MGPEW34M/45CUJQH
Languageen
Target File87.pdf
User Groupxime.sofia96@gmail.com
Visibilityshown
Update Permissionnot transferred
5. Allied materials
Mirror Repositorysid.inpe.br/banon/2001/03.30.15.38.24
Next Higher Units8JMKD3MGPEW34M/45PQ3RS
8JMKD3MGPEW34M/4742MCS
Citing Item Listsid.inpe.br/sibgrapi/2021/11.12.11.46 78
sid.inpe.br/sibgrapi/2022/06.10.21.49 2
Host Collectionsid.inpe.br/banon/2001/03.30.15.38
6. Notes
Empty Fieldsarchivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url volume


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