Seeding Strategies for Semantic Disambiguation

Annika Hinze; David Bainbridge; Rebekah Wilkins; Craig Taube-Schock; J. Stephen Downie

doi:10.1145/3197026.3203874

Seeding Strategies for Semantic Disambiguation

Annika Hinze, David Bainbridge, Rebekah Wilkins, Craig Taube-Schock, J. Stephen Downie

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

Abstract

and phrases in a text, for which we use an automatically generated Concept-in-Context (CiC) network. Words and phrases rarely belong to a single concept; disambiguation in Capisco relies on interplay between words that are in close vicinity in the text. Starting the disambiguation is a seeding process, that identifies the first concepts, which then form the context for further disambiguation steps. This paper introduces the seeding algorithm and explores seeding strategies for identifying these initial concepts in text volumes, such as books, that are stored in a digital library.

Original language	English (US)
Title of host publication	JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	343-344
Number of pages	2
ISBN (Electronic)	9781450351782
DOIs	https://doi.org/10.1145/3197026.3203874
State	Published - May 23 2018
Event	18th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2018 - Fort Worth, United States Duration: Jun 3 2018 → Jun 7 2018

Publication series

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

Other

Other	18th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2018
Country	United States
City	Fort Worth
Period	6/3/18 → 6/7/18

Keywords

capisco
semantic disambiguation
semantic search

ASJC Scopus subject areas

Engineering(all)

Access to Document

10.1145/3197026.3203874

Fingerprint Dive into the research topics of 'Seeding Strategies for Semantic Disambiguation'. Together they form a unique fingerprint.

Cite this

Hinze, A., Bainbridge, D., Wilkins, R., Taube-Schock, C., & Stephen Downie, J. (2018). Seeding Strategies for Semantic Disambiguation. In JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries (pp. 343-344). (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1145/3197026.3203874

Seeding Strategies for Semantic Disambiguation. / Hinze, Annika; Bainbridge, David; Wilkins, Rebekah; Taube-Schock, Craig; Stephen Downie, J.

JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., 2018. p. 343-344 (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Hinze, A, Bainbridge, D, Wilkins, R, Taube-Schock, C & Stephen Downie, J 2018, Seeding Strategies for Semantic Disambiguation. in JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, Institute of Electrical and Electronics Engineers Inc., pp. 343-344, 18th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2018, Fort Worth, United States, 6/3/18. https://doi.org/10.1145/3197026.3203874

Hinze A, Bainbridge D, Wilkins R, Taube-Schock C, Stephen Downie J. Seeding Strategies for Semantic Disambiguation. In JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc. 2018. p. 343-344. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries). https://doi.org/10.1145/3197026.3203874

Hinze, Annika ; Bainbridge, David ; Wilkins, Rebekah ; Taube-Schock, Craig ; Stephen Downie, J. / Seeding Strategies for Semantic Disambiguation. JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 343-344 (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

@inproceedings{898825a52b084042ad0ce17c4d11294d,

title = "Seeding Strategies for Semantic Disambiguation",

abstract = "and phrases in a text, for which we use an automatically generated Concept-in-Context (CiC) network. Words and phrases rarely belong to a single concept; disambiguation in Capisco relies on interplay between words that are in close vicinity in the text. Starting the disambiguation is a seeding process, that identifies the first concepts, which then form the context for further disambiguation steps. This paper introduces the seeding algorithm and explores seeding strategies for identifying these initial concepts in text volumes, such as books, that are stored in a digital library.",

keywords = "capisco, semantic disambiguation, semantic search",

author = "Annika Hinze and David Bainbridge and Rebekah Wilkins and Craig Taube-Schock and {Stephen Downie}, J.",

year = "2018",

month = may,

day = "23",

doi = "10.1145/3197026.3203874",

language = "English (US)",

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

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "343--344",

booktitle = "JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries",

address = "United States",

note = "18th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2018 ; Conference date: 03-06-2018 Through 07-06-2018",

}

TY - GEN

T1 - Seeding Strategies for Semantic Disambiguation

AU - Hinze, Annika

AU - Bainbridge, David

AU - Wilkins, Rebekah

AU - Taube-Schock, Craig

AU - Stephen Downie, J.

PY - 2018/5/23

Y1 - 2018/5/23

N2 - and phrases in a text, for which we use an automatically generated Concept-in-Context (CiC) network. Words and phrases rarely belong to a single concept; disambiguation in Capisco relies on interplay between words that are in close vicinity in the text. Starting the disambiguation is a seeding process, that identifies the first concepts, which then form the context for further disambiguation steps. This paper introduces the seeding algorithm and explores seeding strategies for identifying these initial concepts in text volumes, such as books, that are stored in a digital library.

AB - and phrases in a text, for which we use an automatically generated Concept-in-Context (CiC) network. Words and phrases rarely belong to a single concept; disambiguation in Capisco relies on interplay between words that are in close vicinity in the text. Starting the disambiguation is a seeding process, that identifies the first concepts, which then form the context for further disambiguation steps. This paper introduces the seeding algorithm and explores seeding strategies for identifying these initial concepts in text volumes, such as books, that are stored in a digital library.

KW - capisco

KW - semantic disambiguation

KW - semantic search

UR - http://www.scopus.com/inward/record.url?scp=85048831302&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85048831302&partnerID=8YFLogxK

U2 - 10.1145/3197026.3203874

DO - 10.1145/3197026.3203874

M3 - Conference contribution

AN - SCOPUS:85048831302

T3 - Proceedings of the ACM/IEEE Joint Conference on Digital Libraries

SP - 343

EP - 344

BT - JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 18th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2018

Y2 - 3 June 2018 through 7 June 2018

ER -