Automatic evaluation of aspects of document quality

David F. Dufty, Danielle McNamara, Max Louwerse, Ziqiang Cai, Arthur C. Graesser

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

Coh-Metrix is a web-based application currently in development that automatically evaluates text. It uses two central concepts from discourse processing: text-based cohesion and situation-model based coherence. Cohesion is the degree to which components of the text are linked. Coherence is the representation of the world that the text conveys. Our intention is for Coh-Metrix to eventually map the cohesion of a text to the background knowledge and reading skills of the reader. Coh-Metrix will then be able to give feedback to a writer about which aspects of the text are cohesive and which lack cohesion. This will enable the writer to determine which aspects of the text need to be improved. Applications of Coh-Metrix on document quality as well as other future directions for the development of Coh-Metrix are discussed.

Original languageEnglish (US)
Title of host publicationProceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation
EditorsS. Tilley, S. Huang
Pages14-16
Number of pages3
StatePublished - 2004
Externally publishedYes
EventProceedings of the 22nd Annual International Conference on Design of Communication - the Engineering of Quality Documentation - Memphis, TN, United States
Duration: Oct 10 2004Oct 13 2004

Other

OtherProceedings of the 22nd Annual International Conference on Design of Communication - the Engineering of Quality Documentation
CountryUnited States
CityMemphis, TN
Period10/10/0410/13/04

Fingerprint

Text processing
Feedback

Keywords

  • Cohesion
  • Document evaluation
  • Text analysis
  • Writing tools

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Dufty, D. F., McNamara, D., Louwerse, M., Cai, Z., & Graesser, A. C. (2004). Automatic evaluation of aspects of document quality. In S. Tilley, & S. Huang (Eds.), Proceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation (pp. 14-16)

Automatic evaluation of aspects of document quality. / Dufty, David F.; McNamara, Danielle; Louwerse, Max; Cai, Ziqiang; Graesser, Arthur C.

Proceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation. ed. / S. Tilley; S. Huang. 2004. p. 14-16.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dufty, DF, McNamara, D, Louwerse, M, Cai, Z & Graesser, AC 2004, Automatic evaluation of aspects of document quality. in S Tilley & S Huang (eds), Proceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation. pp. 14-16, Proceedings of the 22nd Annual International Conference on Design of Communication - the Engineering of Quality Documentation, Memphis, TN, United States, 10/10/04.
Dufty DF, McNamara D, Louwerse M, Cai Z, Graesser AC. Automatic evaluation of aspects of document quality. In Tilley S, Huang S, editors, Proceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation. 2004. p. 14-16
Dufty, David F. ; McNamara, Danielle ; Louwerse, Max ; Cai, Ziqiang ; Graesser, Arthur C. / Automatic evaluation of aspects of document quality. Proceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation. editor / S. Tilley ; S. Huang. 2004. pp. 14-16
@inproceedings{e2ffc0243a814a2499775dd9c0020228,
title = "Automatic evaluation of aspects of document quality",
abstract = "Coh-Metrix is a web-based application currently in development that automatically evaluates text. It uses two central concepts from discourse processing: text-based cohesion and situation-model based coherence. Cohesion is the degree to which components of the text are linked. Coherence is the representation of the world that the text conveys. Our intention is for Coh-Metrix to eventually map the cohesion of a text to the background knowledge and reading skills of the reader. Coh-Metrix will then be able to give feedback to a writer about which aspects of the text are cohesive and which lack cohesion. This will enable the writer to determine which aspects of the text need to be improved. Applications of Coh-Metrix on document quality as well as other future directions for the development of Coh-Metrix are discussed.",
keywords = "Cohesion, Document evaluation, Text analysis, Writing tools",
author = "Dufty, {David F.} and Danielle McNamara and Max Louwerse and Ziqiang Cai and Graesser, {Arthur C.}",
year = "2004",
language = "English (US)",
isbn = "1581138091",
pages = "14--16",
editor = "S. Tilley and S. Huang",
booktitle = "Proceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation",

}

TY - GEN

T1 - Automatic evaluation of aspects of document quality

AU - Dufty, David F.

AU - McNamara, Danielle

AU - Louwerse, Max

AU - Cai, Ziqiang

AU - Graesser, Arthur C.

PY - 2004

Y1 - 2004

N2 - Coh-Metrix is a web-based application currently in development that automatically evaluates text. It uses two central concepts from discourse processing: text-based cohesion and situation-model based coherence. Cohesion is the degree to which components of the text are linked. Coherence is the representation of the world that the text conveys. Our intention is for Coh-Metrix to eventually map the cohesion of a text to the background knowledge and reading skills of the reader. Coh-Metrix will then be able to give feedback to a writer about which aspects of the text are cohesive and which lack cohesion. This will enable the writer to determine which aspects of the text need to be improved. Applications of Coh-Metrix on document quality as well as other future directions for the development of Coh-Metrix are discussed.

AB - Coh-Metrix is a web-based application currently in development that automatically evaluates text. It uses two central concepts from discourse processing: text-based cohesion and situation-model based coherence. Cohesion is the degree to which components of the text are linked. Coherence is the representation of the world that the text conveys. Our intention is for Coh-Metrix to eventually map the cohesion of a text to the background knowledge and reading skills of the reader. Coh-Metrix will then be able to give feedback to a writer about which aspects of the text are cohesive and which lack cohesion. This will enable the writer to determine which aspects of the text need to be improved. Applications of Coh-Metrix on document quality as well as other future directions for the development of Coh-Metrix are discussed.

KW - Cohesion

KW - Document evaluation

KW - Text analysis

KW - Writing tools

UR - http://www.scopus.com/inward/record.url?scp=13344285288&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=13344285288&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:13344285288

SN - 1581138091

SN - 9781581138092

SP - 14

EP - 16

BT - Proceedings of the 22nd Annual International Conference on Design of Communication - The Engineering of Quality Documentation

A2 - Tilley, S.

A2 - Huang, S.

ER -