MatML

XML for information exchange with materials property data

Aparna Varde, Edwin F. Begley, Sally Fahrenholz-Mann

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

8 Citations (Scopus)

Abstract

This paper describes the development and use of MatML, the Materials Markup Language. MatML is an emerging XML standard intended primarily for the exchange of materials property information. It provides a medium of communication for users in materials science and related fields such as manufacturing and aerospace. It sets the stage for the development of semantic web standards to enhance knowledge discovery in materials science and related areas. MatML has been used in applications such as the development of materials digital libraries and analysis of contaminant emissions data. Data mining applications of MatML include statistical process control and failure analysis. Challenges in promoting MatML involve satisfying a broad range of constituencies in the international engineering and materials science community and also adhering to other related standards in web data exchange. These issues are being addressed through the development of a good ontology, the automation of format conversions and possible schema extensions. MatML aims to be a lingua franca for data exchange in materials science and its broader horizons.

Original languageEnglish
Title of host publication4th International Workshop on Data MiningStandards, Services and Platforms
Pages47-54
Number of pages8
DOIs
StatePublished - 1 Dec 2006
Event2007 ACM SIGKDD Conference on Knowledge Discovery in Data - 4th International Workshop on Data MiningStandards, Services and Platforms - Philadelphia, PA, United States
Duration: 20 Aug 200620 Aug 2006

Other

Other2007 ACM SIGKDD Conference on Knowledge Discovery in Data - 4th International Workshop on Data MiningStandards, Services and Platforms
CountryUnited States
CityPhiladelphia, PA
Period20/08/0620/08/06

Fingerprint

Materials Science
Materials science
XML
Material Properties
Materials properties
Data Exchange
Electronic data interchange
Data mining
Markup languages
Failure Analysis
Statistical Process Control
Statistical process control
Digital libraries
Digital Libraries
Knowledge Discovery
Semantic Web
Schema
Automation
Failure analysis
Ontology

Keywords

  • Data mining
  • Information exchange
  • Semantic web

Cite this

Varde, A., Begley, E. F., & Fahrenholz-Mann, S. (2006). MatML: XML for information exchange with materials property data. In 4th International Workshop on Data MiningStandards, Services and Platforms (pp. 47-54) https://doi.org/10.1145/1289612.1289617
Varde, Aparna ; Begley, Edwin F. ; Fahrenholz-Mann, Sally. / MatML : XML for information exchange with materials property data. 4th International Workshop on Data MiningStandards, Services and Platforms. 2006. pp. 47-54
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Varde, A, Begley, EF & Fahrenholz-Mann, S 2006, MatML: XML for information exchange with materials property data. in 4th International Workshop on Data MiningStandards, Services and Platforms. pp. 47-54, 2007 ACM SIGKDD Conference on Knowledge Discovery in Data - 4th International Workshop on Data MiningStandards, Services and Platforms, Philadelphia, PA, United States, 20/08/06. https://doi.org/10.1145/1289612.1289617

MatML : XML for information exchange with materials property data. / Varde, Aparna; Begley, Edwin F.; Fahrenholz-Mann, Sally.

4th International Workshop on Data MiningStandards, Services and Platforms. 2006. p. 47-54.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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Varde A, Begley EF, Fahrenholz-Mann S. MatML: XML for information exchange with materials property data. In 4th International Workshop on Data MiningStandards, Services and Platforms. 2006. p. 47-54 https://doi.org/10.1145/1289612.1289617