Evaluation of Methods to Identify Assembly Issues in Text

Abstract : The work reported in the paper is primarily aimed towards building a knowledge base for diagnosis of aircraft assembly process plans. The first step is to identify the presence of an issue in the text. Various existing methods that deal with issues in engineering are studied and their suitability presented. A study of sample documents across domains, including that of assembly, is then presented. Some key observations from the study are discussed, following which two main methods are explored for their suitability for detecting issues from documents. The first method is based on functional analysis of designs, which deems that an issue is the result of the violation of a function or a related parameter. The second is a Natural Language Processing technique called Sentiment Analysis that aggregates sentiments from individual words. The relative suitability of these methods is then discussed.
Type de document :
Communication dans un congrès
Abdelaziz Bouras; Benoit Eynard; Sebti Foufou; Klaus-Dieter Thoben. 12th IFIP International Conference on Product Lifecycle Management (PLM), Oct 2015, Doha, Qatar. IFIP Advances in Information and Communication Technology, AICT-467, pp.495-504, 2016, Product Lifecycle Management in the Era of Internet of Things. 〈10.1007/978-3-319-33111-9_45〉
Liste complète des métadonnées

Littérature citée [15 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01377476
Contributeur : Hal Ifip <>
Soumis le : vendredi 7 octobre 2016 - 09:50:32
Dernière modification le : vendredi 1 décembre 2017 - 01:15:50
Document(s) archivé(s) le : dimanche 8 janvier 2017 - 12:44:14

Fichier

 Accès restreint
Fichier visible le : 2019-01-01

Connectez-vous pour demander l'accès au fichier

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

N. Madhusudanan, B. Gurumoorthy, Amaresh Chakrabarti. Evaluation of Methods to Identify Assembly Issues in Text. Abdelaziz Bouras; Benoit Eynard; Sebti Foufou; Klaus-Dieter Thoben. 12th IFIP International Conference on Product Lifecycle Management (PLM), Oct 2015, Doha, Qatar. IFIP Advances in Information and Communication Technology, AICT-467, pp.495-504, 2016, Product Lifecycle Management in the Era of Internet of Things. 〈10.1007/978-3-319-33111-9_45〉. 〈hal-01377476〉

Partager

Métriques

Consultations de la notice

48