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Erschienen in:
Aspect-Oriented Ontology Development Kapitel lesen Erstes Kapitel lesen

2018 | OriginalPaper | Buchkapitel

Knowledge Engineering for Decision Support on Diagnosis and Maintenance in the Aircraft Domain

verfasst von : Pascal Reuss, Rotem Stram, Klaus-Dieter Althoff, Wolfram Henkel, Frieder Henning

Erschienen in: Synergies Between Knowledge Engineering and Software Engineering

Verlag: Springer International Publishing

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Abstract

The diagnosis of machines belonging to technical domains demands careful attention: dozens of relations between individual parts have to be considered and operational or environmental conditions can effect measurable symptoms and diagnoses. An aircraft is one of the most complex machines built by humans and therefore the diagnosis and maintenance of aircrafts requires intelligent and efficient solutions.

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Vorheriges Kapitel Agile Knowledge Engineering for Mission Critical Software Requirements
Nächstes Kapitel The Role of Ontologies and Decision Frameworks in Computer-Interpretable Guideline Execution
Literatur
1.
Jackson, T., Austin, J., Fletcher, M., Jessop, M.: Delivering a grid enabled distributed aircraft maintenance environment (DAME). Technical Report, University of York (2003)
2.
Feret, M., Glasgow, J.: Combining case-based and model-based reasoning for the diagnosis of complex devices. Appl. Intell. 7, 57–78 (1997)CrossRef
3.
Corchado, J.M., Tapia, D.I., Bajo, J.: A multi-agent architecture for distributed services and applications. Int. J. Innov. Comput. 8, 2453–2476 (2012)
4.
Zouhair, A., En-Naimi, E.M., Amami, B., Boukachour, H., Person, P., Bertelle, C.: Incremental dynamic case based reasoning and multi-agent systems (idcbr-mas) for intelligent touring system. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 3, 48–56 (2013)
5.
Ceausu, V., Desprès, S.: A semantic case-based reasoning framework for text categorization. In: The Semantic Web, pp. 736–749. Springer, Berlin (2007)
6.
Rodrigues, L., Antunes, B., Gomes, P., Santos, A., Barbeira, J., Carvalho, R.: Using textual CBR for e-learning content categorization and retrieval. In: Proceedings of International Conference on Case-Based Reasoning (2007)
7.
Weber, R., Aha, D.W., Sandhu, N., Munoz-Abila, H.: A textual case-based reasoning framework for knowledge management applications. In: Proceedings of the 9th German Workshop on Case-Based Reasoning, pp. 244–253. Shaker Verlag (2001)
8.
Manning, C.D., Surdeanu, M., Bauer, J., Finkel, J.R., Bethard, S., McClosky, D.: The stanford coreNLP natural language processing toolkit. In: ACL (System Demonstrations), pp. 55–60 (2014)
9.
McCandless, M., Hatcher, E., Gospodnetic, O.: Lucene in Action: Covers Apache Lucene 3.0. Manning Publications Co. (2010)
10.
Cunningham, H., Maynard, D., Bontcheva, K.: Text processing with gate. Gateway Press CA (2011)
11.
Xu, F., Uszkoreit, H., Li, H., Adolphs, P., Cheng, X.: Domain-adaptive relation extraction for the semantic web. In: Towards the Internet of Services: The THESEUS Research Program, pp. 289–297. Springer International Publishing (2014)
12.
13.
Sizov, G.V., Ozturk, P., Styrak, J.: Acquisition and reuse of reasoning knowledge from textual cases for automated analysis. In: Lecture Notes in Computer Science, pp. 465–479. Springer International Publishing, Berlin (2009)
14.
Bach, K., Althoff, K.D., Newo, R., Stahl, A.: A case-based reasoning approach for providing machine diagnosis from service reports. In: Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR 2011), pp. 363–377 (2011)
15.
Reuss, P., Althoff, K.D., Henkel, W., Pfeiffer, M.: Case-based agents within the OMAHA project. In: Case-based Agents. ICCBR Workshop on Case-Based Agents (ICCBR-CBR-14) (2014)
16.
Reuss, P., Althoff, K.D., Hundt, A., Henkel, W., Pfeiffer, M.: Multi-agent case-based diagnosis in the aircraft domain. In: Case-based Agents. ICCBR Workshop on Case-based Agents (ICCBR-CBA-15) (2015)
17.
Reuss, P., Althoff, K.D., Henkel, W., Pfeiffer, M., Hankel, O., Pick, R.: Semi-automatic knowledge extraction from semi-structured and unstructured data within the OMAHA project. In: Proceedings of the 23rd International Conference on Case-Based Reasoning (2015)
18.
Reuss, P., Stram, R., Juckenack, C., Althoff, K.D., Henkel, W., Fischer, D.: Feature-tak - framework for extraction, analysis, and transformation of unstructured textual aircraft knowledge. In: Proceedings of the 25th International Conference on Case-based Reasoning, ICCBR 2016 (2016)
19.
Stram, R., Reuss, P., Althoff, K.D., Henkel, W., Fischer, D.: Relevance matrix generation using sensitivity analysis in a case-based reasoning environment. In: Proceedings of the 25th International Conference on Case-Based Reasoning, ICCBR 2016. Springer, Berlin (2016)
20.
21.
Althoff, K.D.: Collaborative multi-expert-systems. In: Proceedings of the 16th UK Workshop on Case-Based Reasoning (UKCBR-2012), Located at SGAI International Conference on Artificial Intelligence, December 13, Cambridge, United Kingdom, pp. 1–1 (2012)
22.
Althoff, K.D., Bach, K., Deutsch, J.O., Hanft, A., Mänz, J., Müller, T., Newo, R., Reichle, M., Schaaf, M., Weis, K.H.: Collaborative multi-expert-systems – realizing knowledge-product-lines with case factories and distributed learning systems. In: Baumeister, J., Seipel, D. (eds.) KESE @ KI 2007. Osnabrück (2007)
23.
Bach, K.: Knowledge acquisition for case-based reasoning systems. Ph.D. thesis, University of Hildesheim (2013). Dr. Hut Verlag München
24.
Althoff, K.D., Reichle, M., Bach, K., Hanft, A., Newo, R.: Agent based maintenance for modularised case bases in collaborative multi-expert systems. In: Proceedings of AI2007, 12th UK Workshop on Case-Based Reasoning, pp. 7–18 (2007)
25.
Reuss, P., Althoff, K.D.: Explanation-aware maintenance of distributed case-based reasoning systems. In: LWA 2013. Learning, Knowledge, Adaptation. Workshop Proceedings, pp. 231–325 (2013)
26.
Reuss, P., Althoff, K.D.: Maintenance of distributed case-based reasoning systems in a multi-agent system. In: Seidl, T., Beeks, C., Hassani, M. (eds.) LWA 2014 - Lernen, Wissen, Adaption - Workshop Proceedings. GI-Workshop-Tage “Lernen, Wissen, Adaption” (LWA-2014), September 8–10, Aachen, Germany, pp. 20–30. Aachen University of Technology, Aachen (2014)
27.
Zhou, T., Ren, J., Medo, M., Zhang, Y.C.: Bipartite network projection and personal recommendation. Phys. Rev. E 76, 4 (2007)
28.
29.
Borgelt, C.: An implementation of the FP-growth algorithm. In: Proceedings of the 1st International Workshop on Open Source Data Mining: Frequent Pattern Mining Implementations, OSDM ’05, pp. 1–5. ACM, New York (2005). doi:10.​1145/​1133905.​1133907
30.
McNicholas, P.D., Murphy, T.B., O’Regan, M.: Standardising the lift of an association rule. Comput. Stat. Data Anal. 52(10), 4712–4721 (2008)MathSciNetCrossRefMATH
31.
Bellifemine, F., Caire, G., Greenwood, D.: Developing Multi-agent Systems with JADE. Wiley, New York (2007)CrossRef
32.
Bach, K., Sauer, C., Althoff, K.D., Roth-Berghofer, T.: Knowledge modeling with the open source tool myCBR. In: Nalepa, G.J., Baumeister, J., Kaczor, K. (eds.) Proceedings of the 10th Workshop on Knowledge Engineering and Software Engineering (KESE10). Workshop on Knowledge Engineering and Software Engineering (KESE-2014), Located at 21st European Conference on Artificial Intelligence, August 19, Prague, Czech Republic. CEUR Workshop Proceedings (2014). http://​ceur-ws.​org/​
33.
Manning, C.D., Mihai, S., Bauer, J., Finkel, J., Bethard, S., McClosky, D.: The stanford coreNLP natural language processing toolkit. In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp. 55–60 (2014)
34.
McCandless, M., Hatcher, E., Gospodnetic, O.: Lucene in Action, 2nd edn. Manning Publications Co., Greenwich (2010)
35.
Metadaten
Titel
Knowledge Engineering for Decision Support on Diagnosis and Maintenance in the Aircraft Domain
verfasst von
Pascal Reuss
Rotem Stram
Klaus-Dieter Althoff
Wolfram Henkel
Frieder Henning
Copyright-Jahr
2018
Buch
Synergies Between Knowledge Engineering and Software Engineering

Print ISBN: 978-3-319-64160-7

Electronic ISBN: 978-3-319-64161-4

Copyright-Jahr: 2018

DOI
https://doi.org/10.1007/978-3-319-64161-4_9