Word co-occurrence graphs for design and manufacture knowledge mapping

James Gopsill; Mark Humphrey; Thompson Dan; Enrique Garcia

Word co-occurrence graphs for design and manufacture knowledge mapping

James Gopsill, Mark Humphrey, Thompson Dan, Enrique Garcia

Department of Mechanical Engineering

National Composites Centre (NCC)

Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

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Abstract

Design & Manufacture Knowledge Mapping is a critical activity in medium-to-large organisations supporting many organisational activities. However, techniques for effective mapping of knowledge often employ interviews, consultations and appraisals. Although invaluable in providing expert insight, the application of such methods is inherently intrusive and resource intensive. This paper presents word co-occurrence graphs as a means to automatically generate knowledge maps from technical documents and validates against expert generated knowledge maps.

Original language	English
Title of host publication	International Conference on DESIGN
Publication status	Acceptance date - 12 Feb 2020

Access to Document

mainAccepted author manuscript, 3.4 MB

RCUK Catapult Researchers in Residence (High Value Manufacturing NCC) - Valuing Digital Knowledge Assets within the High-Value Manufacturing Catapult
Gopsill, J. (PI)
Engineering and Physical Sciences Research Council
1/04/18 → 31/03/20
Project: Research council
Platform: Designing the Future: Resilient Trans-Disciplinary Design Engineers
Newnes, L. (PI), Dhokia, V. (CoI), Flynn, J. (CoI), Gopsill, J. (CoI), McManus, M. (CoI), Mullineux, G. (CoI), Newman, S. (CoI), Shokrani Chaharsooghi, A. (CoI), Trask, R. (CoI), Essink, W. (Researcher) & Lattanzio, S. (Researcher)
Engineering and Physical Sciences Research Council
1/12/17 → 31/08/23
Project: Research council

Cite this

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title = "Word co-occurrence graphs for design and manufacture knowledge mapping",

abstract = "Design & Manufacture Knowledge Mapping is a critical activity in medium-to-large organisations supporting many organisational activities. However, techniques for effective mapping of knowledge often employ interviews, consultations and appraisals. Although invaluable in providing expert insight, the application of such methods is inherently intrusive and resource intensive. This paper presents word co-occurrence graphs as a means to automatically generate knowledge maps from technical documents and validates against expert generated knowledge maps.",

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AB - Design & Manufacture Knowledge Mapping is a critical activity in medium-to-large organisations supporting many organisational activities. However, techniques for effective mapping of knowledge often employ interviews, consultations and appraisals. Although invaluable in providing expert insight, the application of such methods is inherently intrusive and resource intensive. This paper presents word co-occurrence graphs as a means to automatically generate knowledge maps from technical documents and validates against expert generated knowledge maps.

M3 - Chapter in a published conference proceeding

BT - International Conference on DESIGN

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Word co-occurrence graphs for design and manufacture knowledge mapping

Abstract

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Projects

RCUK Catapult Researchers in Residence (High Value Manufacturing NCC) - Valuing Digital Knowledge Assets within the High-Value Manufacturing Catapult

Platform: Designing the Future: Resilient Trans-Disciplinary Design Engineers

Cite this