TagTheWeb: Using wikipedia categories to automatically categorize resources on the web

Jerry Fernandes Medeiros; Bernardo Pereira Nunes; Sean Wolfgand Matsui Siqueira; Luiz André Portes Paes Leme

doi:10.1007/978-3-319-98192-5_29

TagTheWeb: Using wikipedia categories to automatically categorize resources on the web

Jerry Fernandes Medeiros^*, Bernardo Pereira Nunes, Sean Wolfgand Matsui Siqueira, Luiz André Portes Paes Leme

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

17 Citations (Scopus)

Abstract

Identifying topics associated with a set of documents is a common task for many applications and can be used to improve various tasks involving documents on the Web, such as search, retrieval, recommendation, and clustering. To address this problem, this paper introduces a tool, called TagTheWeb, as a proposition of a generic classification method, that relies on the knowledge expressed by the taxonomic structure of Wikipedia, based on the generation of a fingerprint through the semantic relation between nodes of the Wikipedia Category Graph. TagTheWeb can be used as a WEB interface or as an API to classify any text based resource.

Original language	English
Title of host publication	The Semantic Web
Subtitle of host publication	ESWC 2018 Satellite Events - ESWC 2018, Revised Selected Papers
Editors	Aldo Gangemi, Anna Lisa Gentile, Heiko Paulheim, Maria Maleshkova, Sebastian Rudolph, Jeff Z. Pan, Mehwish Alam, Andrea Giovanni Nuzzolese
Publisher	Springer Verlag
Pages	153-157
Number of pages	5
ISBN (Print)	9783319981918
DOIs	https://doi.org/10.1007/978-3-319-98192-5_29
Publication status	Published - 2018
Externally published	Yes
Event	15th Extended Semantic Web Conference, ESWC 2018 - Heraklion, Greece Duration: 3 Jun 2018 → 7 Jun 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11155 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	15th Extended Semantic Web Conference, ESWC 2018
Country/Territory	Greece
City	Heraklion
Period	3/06/18 → 7/06/18

Access to Document

10.1007/978-3-319-98192-5_29

Cite this

Medeiros, J. F., Pereira Nunes, B., Siqueira, S. W. M., & Portes Paes Leme, L. A. (2018). TagTheWeb: Using wikipedia categories to automatically categorize resources on the web. In A. Gangemi, A. L. Gentile, H. Paulheim, M. Maleshkova, S. Rudolph, J. Z. Pan, M. Alam, & A. G. Nuzzolese (Eds.), The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018, Revised Selected Papers (pp. 153-157). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11155 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-98192-5_29

Medeiros, Jerry Fernandes ; Pereira Nunes, Bernardo ; Siqueira, Sean Wolfgand Matsui et al. / TagTheWeb : Using wikipedia categories to automatically categorize resources on the web. The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018, Revised Selected Papers. editor / Aldo Gangemi ; Anna Lisa Gentile ; Heiko Paulheim ; Maria Maleshkova ; Sebastian Rudolph ; Jeff Z. Pan ; Mehwish Alam ; Andrea Giovanni Nuzzolese. Springer Verlag, 2018. pp. 153-157 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "TagTheWeb: Using wikipedia categories to automatically categorize resources on the web",

abstract = "Identifying topics associated with a set of documents is a common task for many applications and can be used to improve various tasks involving documents on the Web, such as search, retrieval, recommendation, and clustering. To address this problem, this paper introduces a tool, called TagTheWeb, as a proposition of a generic classification method, that relies on the knowledge expressed by the taxonomic structure of Wikipedia, based on the generation of a fingerprint through the semantic relation between nodes of the Wikipedia Category Graph. TagTheWeb can be used as a WEB interface or as an API to classify any text based resource.",

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author = "Medeiros, {Jerry Fernandes} and {Pereira Nunes}, Bernardo and Siqueira, {Sean Wolfgand Matsui} and {Portes Paes Leme}, {Luiz Andr{\'e}}",

note = "Publisher Copyright: {\textcopyright} 2018, Springer Nature Switzerland AG.; 15th Extended Semantic Web Conference, ESWC 2018 ; Conference date: 03-06-2018 Through 07-06-2018",

year = "2018",

doi = "10.1007/978-3-319-98192-5_29",

language = "English",

isbn = "9783319981918",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "153--157",

editor = "Aldo Gangemi and Gentile, {Anna Lisa} and Heiko Paulheim and Maria Maleshkova and Sebastian Rudolph and Pan, {Jeff Z.} and Mehwish Alam and Nuzzolese, {Andrea Giovanni}",

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address = "Germany",

}

Medeiros, JF, Pereira Nunes, B, Siqueira, SWM & Portes Paes Leme, LA 2018, TagTheWeb: Using wikipedia categories to automatically categorize resources on the web. in A Gangemi, AL Gentile, H Paulheim, M Maleshkova, S Rudolph, JZ Pan, M Alam & AG Nuzzolese (eds), The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11155 LNCS, Springer Verlag, pp. 153-157, 15th Extended Semantic Web Conference, ESWC 2018, Heraklion, Greece, 3/06/18. https://doi.org/10.1007/978-3-319-98192-5_29

TagTheWeb: Using wikipedia categories to automatically categorize resources on the web. / Medeiros, Jerry Fernandes; Pereira Nunes, Bernardo; Siqueira, Sean Wolfgand Matsui et al.
The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018, Revised Selected Papers. ed. / Aldo Gangemi; Anna Lisa Gentile; Heiko Paulheim; Maria Maleshkova; Sebastian Rudolph; Jeff Z. Pan; Mehwish Alam; Andrea Giovanni Nuzzolese. Springer Verlag, 2018. p. 153-157 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11155 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - TagTheWeb

T2 - 15th Extended Semantic Web Conference, ESWC 2018

AU - Medeiros, Jerry Fernandes

AU - Pereira Nunes, Bernardo

AU - Siqueira, Sean Wolfgand Matsui

AU - Portes Paes Leme, Luiz André

PY - 2018

Y1 - 2018

N2 - Identifying topics associated with a set of documents is a common task for many applications and can be used to improve various tasks involving documents on the Web, such as search, retrieval, recommendation, and clustering. To address this problem, this paper introduces a tool, called TagTheWeb, as a proposition of a generic classification method, that relies on the knowledge expressed by the taxonomic structure of Wikipedia, based on the generation of a fingerprint through the semantic relation between nodes of the Wikipedia Category Graph. TagTheWeb can be used as a WEB interface or as an API to classify any text based resource.

AB - Identifying topics associated with a set of documents is a common task for many applications and can be used to improve various tasks involving documents on the Web, such as search, retrieval, recommendation, and clustering. To address this problem, this paper introduces a tool, called TagTheWeb, as a proposition of a generic classification method, that relies on the knowledge expressed by the taxonomic structure of Wikipedia, based on the generation of a fingerprint through the semantic relation between nodes of the Wikipedia Category Graph. TagTheWeb can be used as a WEB interface or as an API to classify any text based resource.

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KW - Text categorization

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M3 - Conference contribution

SN - 9783319981918

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - The Semantic Web

A2 - Gangemi, Aldo

A2 - Gentile, Anna Lisa

A2 - Paulheim, Heiko

A2 - Maleshkova, Maria

A2 - Rudolph, Sebastian

A2 - Pan, Jeff Z.

A2 - Alam, Mehwish

A2 - Nuzzolese, Andrea Giovanni

PB - Springer Verlag

Y2 - 3 June 2018 through 7 June 2018

ER -

Medeiros JF, Pereira Nunes B, Siqueira SWM, Portes Paes Leme LA. TagTheWeb: Using wikipedia categories to automatically categorize resources on the web. In Gangemi A, Gentile AL, Paulheim H, Maleshkova M, Rudolph S, Pan JZ, Alam M, Nuzzolese AG, editors, The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018, Revised Selected Papers. Springer Verlag. 2018. p. 153-157. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-98192-5_29

TagTheWeb: Using wikipedia categories to automatically categorize resources on the web

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