Applying the Perceptron Rule for Extraction of Keywords from Abstracts

Yaakov Hacohen-Kerner

Applying the Perceptron Rule for Extraction of Keywords from Abstracts

Yaakov Hacohen-Kerner

Jerusalem College of Technology

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

Abstract

In this ongoing work, we investigate a model that applies the perceptron training rule for extraction of keywords from abstracts and titles. We have tested our model on a set of abstracts of Academic papers containing keywords composed by the authors. Current results have not indicated any success of our learning approach.

Original language	English
Title of host publication	16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003
Editors	Kendall E. Nygard
Publisher	International Society for Computers and Their Applications (ISCA)
Pages	336
Number of pages	1
ISBN (Electronic)	9781618395368
State	Published - 2003
Externally published	Yes
Event	16th International Conference on Computer Applications in Industry and Engineering, CAINE 2003 - Las Vegas, United States Duration: 11 Nov 2003 → 13 Nov 2003

Publication series

Name	16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003

Conference

Conference	16th International Conference on Computer Applications in Industry and Engineering, CAINE 2003
Country/Territory	United States
City	Las Vegas
Period	11/11/03 → 13/11/03

Bibliographical note

Publisher Copyright:
Copyright © (2003) by the International Society for Computers and Their Applications. All rights reserved.

Keywords

abstracts
keywords extraction
learning
perceptron
text summarization
titles

Cite this

Hacohen-Kerner, Y. (2003). Applying the Perceptron Rule for Extraction of Keywords from Abstracts. In K. E. Nygard (Ed.), 16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003 (pp. 336). (16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003). International Society for Computers and Their Applications (ISCA).

Hacohen-Kerner, Yaakov. / Applying the Perceptron Rule for Extraction of Keywords from Abstracts. 16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003. editor / Kendall E. Nygard. International Society for Computers and Their Applications (ISCA), 2003. pp. 336 (16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003).

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title = "Applying the Perceptron Rule for Extraction of Keywords from Abstracts",

abstract = "In this ongoing work, we investigate a model that applies the perceptron training rule for extraction of keywords from abstracts and titles. We have tested our model on a set of abstracts of Academic papers containing keywords composed by the authors. Current results have not indicated any success of our learning approach.",

keywords = "abstracts, keywords extraction, learning, perceptron, text summarization, titles",

author = "Yaakov Hacohen-Kerner",

note = "Publisher Copyright: Copyright {\textcopyright} (2003) by the International Society for Computers and Their Applications. All rights reserved.; 16th International Conference on Computer Applications in Industry and Engineering, CAINE 2003 ; Conference date: 11-11-2003 Through 13-11-2003",

year = "2003",

language = "אנגלית",

series = "16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003",

publisher = "International Society for Computers and Their Applications (ISCA)",

pages = "336",

editor = "Nygard, \{Kendall E.\}",

booktitle = "16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003",

address = "ארצות הברית",

}

Hacohen-Kerner, Y 2003, Applying the Perceptron Rule for Extraction of Keywords from Abstracts. in KE Nygard (ed.), 16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003. 16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003, International Society for Computers and Their Applications (ISCA), pp. 336, 16th International Conference on Computer Applications in Industry and Engineering, CAINE 2003, Las Vegas, United States, 11/11/03.

Applying the Perceptron Rule for Extraction of Keywords from Abstracts. / Hacohen-Kerner, Yaakov.
16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003. ed. / Kendall E. Nygard. International Society for Computers and Their Applications (ISCA), 2003. p. 336 (16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003).

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

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KW - abstracts

KW - keywords extraction

KW - learning

KW - perceptron

KW - text summarization

KW - titles

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BT - 16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003

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PB - International Society for Computers and Their Applications (ISCA)

T2 - 16th International Conference on Computer Applications in Industry and Engineering, CAINE 2003

Y2 - 11 November 2003 through 13 November 2003

ER -

Hacohen-Kerner Y. Applying the Perceptron Rule for Extraction of Keywords from Abstracts. In Nygard KE, editor, 16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003. International Society for Computers and Their Applications (ISCA). 2003. p. 336. (16th International Conference on Computer Applications in Industry and Engineering 2003, CAINE 2003).

Applying the Perceptron Rule for Extraction of Keywords from Abstracts

Abstract

Publication series

Conference

Bibliographical note

Keywords

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Cite this