Using the augmented vector space model to support the knowledge worker in document filtering

Ann Johnston; Francesco Lelli; Stefan Decker

doi:10.1109/ICDIM.2008.4746750

Using the augmented vector space model to support the knowledge worker in document filtering

Ann Johnston, Francesco Lelli, Stefan Decker

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

1 Citation (Scopus)

Abstract

In the current age the discovery of relevant information is becoming extremely difficult. Users must manually search through the high-recall, low-precision results produced by current search engines. We propose a process which incorporates benefits of automated and manual information extraction. The HSC workbench (Hierarchical Step-wise Categorization) is a tool developed by the Hewlett-Packard Research Group in HP, ESC Galway. It implements this process supporting the user in information filtering tasks, automating segments of the process but giving the user control of the categorization.

Original language	English
Title of host publication	Proceedings of the 3rd International Conference on Digital Information Management
Place of Publication	London
Publisher	IEEE
Pages	710-715
DOIs	https://doi.org/10.1109/ICDIM.2008.4746750
Publication status	Published - Nov 2008
Externally published	Yes
Event	2008 Third International Conference on Digital Information Management (ICDIM) - London, United Kingdom Duration: 13 Nov 2008 → 16 Nov 2008

Conference

Conference	2008 Third International Conference on Digital Information Management (ICDIM)
Period	13/11/08 → 16/11/08

Keywords

Vector space model
semantic web
semantic desktop

Access to Document

10.1109/ICDIM.2008.4746750

http://ieeexplore.ieee.org/document/4746750/

Cite this

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title = "Using the augmented vector space model to support the knowledge worker in document filtering",

abstract = "In the current age the discovery of relevant information is becoming extremely difficult. Users must manually search through the high-recall, low-precision results produced by current search engines. We propose a process which incorporates benefits of automated and manual information extraction. The HSC workbench (Hierarchical Step-wise Categorization) is a tool developed by the Hewlett-Packard Research Group in HP, ESC Galway. It implements this process supporting the user in information filtering tasks, automating segments of the process but giving the user control of the categorization.",

keywords = "Vector space model, semantic web, semantic desktop",

author = "Ann Johnston and Francesco Lelli and Stefan Decker",

year = "2008",

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doi = "10.1109/ICDIM.2008.4746750",

language = "English",

pages = "710--715",

booktitle = "Proceedings of the 3rd International Conference on Digital Information Management",

publisher = "IEEE",

note = "2008 Third International Conference on Digital Information Management (ICDIM) ; Conference date: 13-11-2008 Through 16-11-2008",

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Johnston, A, Lelli, F & Decker, S 2008, Using the augmented vector space model to support the knowledge worker in document filtering. in Proceedings of the 3rd International Conference on Digital Information Management. IEEE, London, pp. 710-715, 2008 Third International Conference on Digital Information Management (ICDIM), 13/11/08. https://doi.org/10.1109/ICDIM.2008.4746750

Using the augmented vector space model to support the knowledge worker in document filtering. / Johnston, Ann; Lelli, Francesco; Decker, Stefan.
Proceedings of the 3rd International Conference on Digital Information Management. London: IEEE, 2008. p. 710-715.

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

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AU - Lelli, Francesco

AU - Decker, Stefan

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N2 - In the current age the discovery of relevant information is becoming extremely difficult. Users must manually search through the high-recall, low-precision results produced by current search engines. We propose a process which incorporates benefits of automated and manual information extraction. The HSC workbench (Hierarchical Step-wise Categorization) is a tool developed by the Hewlett-Packard Research Group in HP, ESC Galway. It implements this process supporting the user in information filtering tasks, automating segments of the process but giving the user control of the categorization.

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KW - Vector space model

KW - semantic web

KW - semantic desktop

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DO - 10.1109/ICDIM.2008.4746750

M3 - Conference contribution

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T2 - 2008 Third International Conference on Digital Information Management (ICDIM)

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ER -

Using the augmented vector space model to support the knowledge worker in document filtering

Abstract

Conference

Keywords

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