A figure search engine architecture for a chemistry digital library

Sagnik Ray Choudhury; Suppawong Tuarob; Prasenjit Mitra; Lior Rokach; Andi Kirk; Silvia Szep; Donald Pellegrino; Sue Jones; C. Lee Giles

doi:10.1145/2467696.2467757

A figure search engine architecture for a chemistry digital library

Sagnik Ray Choudhury
, Suppawong Tuarob
, Prasenjit Mitra
, Lior Rokach
, Andi Kirk
, Silvia Szep
, Donald Pellegrino
, Sue Jones
, C. Lee Giles

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

31 Scopus citations

Abstract

Academic papers contain multiple figures representing important findings and experimental results; we present a search engine specifically focused on figures in academic documents. This search engine allows users to search on figures in approximately 150,000 chemistry journal articles though the method is easily extendable to other domains. Our system indexes figure caption and mentions extracted from the PDF in documents using a custom built extractor. Recall and precision performance of extracted figures is in the 80 to 90 % range. We give the frame work for the extraction algorithm, architecture and ranking function.

Original language	English
Title of host publication	JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries
Pages	369-370
Number of pages	2
DOIs	https://doi.org/10.1145/2467696.2467757
State	Published - 23 Aug 2013
Event	13th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2013 - Indianapolis, IN, United States Duration: 22 Jul 2013 → 26 Jul 2013

Publication series

Name	Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
ISSN (Print)	1552-5996

Conference

Conference	13th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2013
Country/Territory	United States
City	Indianapolis, IN
Period	22/07/13 → 26/07/13

Keywords

Figure search
Information extraction

ASJC Scopus subject areas

General Engineering

Access to Document

10.1145/2467696.2467757

Cite this

Choudhury, S. R., Tuarob, S., Mitra, P., Rokach, L., Kirk, A., Szep, S., Pellegrino, D., Jones, S., & Lee Giles, C. (2013). A figure search engine architecture for a chemistry digital library. In JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries (pp. 369-370). (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries). https://doi.org/10.1145/2467696.2467757

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title = "A figure search engine architecture for a chemistry digital library",

abstract = "Academic papers contain multiple figures representing important findings and experimental results; we present a search engine specifically focused on figures in academic documents. This search engine allows users to search on figures in approximately 150,000 chemistry journal articles though the method is easily extendable to other domains. Our system indexes figure caption and mentions extracted from the PDF in documents using a custom built extractor. Recall and precision performance of extracted figures is in the 80 to 90 \% range. We give the frame work for the extraction algorithm, architecture and ranking function.",

keywords = "Figure search, Information extraction",

author = "Choudhury, \{Sagnik Ray\} and Suppawong Tuarob and Prasenjit Mitra and Lior Rokach and Andi Kirk and Silvia Szep and Donald Pellegrino and Sue Jones and \{Lee Giles\}, C.",

year = "2013",

month = aug,

day = "23",

doi = "10.1145/2467696.2467757",

language = "English",

isbn = "9781450320764",

series = "Proceedings of the ACM/IEEE Joint Conference on Digital Libraries",

pages = "369--370",

booktitle = "JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries",

note = "13th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2013 ; Conference date: 22-07-2013 Through 26-07-2013",

}

Choudhury, SR, Tuarob, S, Mitra, P, Rokach, L, Kirk, A, Szep, S, Pellegrino, D, Jones, S & Lee Giles, C 2013, A figure search engine architecture for a chemistry digital library. in JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, pp. 369-370, 13th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2013, Indianapolis, IN, United States, 22/07/13. https://doi.org/10.1145/2467696.2467757

A figure search engine architecture for a chemistry digital library. / Choudhury, Sagnik Ray; Tuarob, Suppawong; Mitra, Prasenjit et al.
JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. 2013. p. 369-370 (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

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AU - Tuarob, Suppawong

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AU - Kirk, Andi

AU - Szep, Silvia

AU - Pellegrino, Donald

AU - Jones, Sue

AU - Lee Giles, C.

PY - 2013/8/23

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N2 - Academic papers contain multiple figures representing important findings and experimental results; we present a search engine specifically focused on figures in academic documents. This search engine allows users to search on figures in approximately 150,000 chemistry journal articles though the method is easily extendable to other domains. Our system indexes figure caption and mentions extracted from the PDF in documents using a custom built extractor. Recall and precision performance of extracted figures is in the 80 to 90 % range. We give the frame work for the extraction algorithm, architecture and ranking function.

AB - Academic papers contain multiple figures representing important findings and experimental results; we present a search engine specifically focused on figures in academic documents. This search engine allows users to search on figures in approximately 150,000 chemistry journal articles though the method is easily extendable to other domains. Our system indexes figure caption and mentions extracted from the PDF in documents using a custom built extractor. Recall and precision performance of extracted figures is in the 80 to 90 % range. We give the frame work for the extraction algorithm, architecture and ranking function.

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KW - Information extraction

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DO - 10.1145/2467696.2467757

M3 - Conference contribution

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BT - JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries

T2 - 13th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2013

Y2 - 22 July 2013 through 26 July 2013

ER -

A figure search engine architecture for a chemistry digital library

Abstract

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Conference

Keywords

ASJC Scopus subject areas

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