Graph-based reasoning in collaborative knowledge management for industrial maintenance

Computers in Industry

Volumn 64, Issue 8, 2013, Pages 998-1013

  Kamsu Foguem, Bernard ^a   Noyes, Daniel ^a  

^a UNIVERSITÉ DE TOULOUSE   (France)

Author keywords

Case based reasoning; Conceptual graph rule; Experience feedback; Expert knowledge; Fleet considerations; Maintenance management

Indexed keywords

CONCEPTUAL GRAPH; EXPERIENCE FEEDBACK; EXPERT KNOWLEDGE; FLEET CONSIDERATIONS; MAINTENANCE MANAGEMENT;

GRAPH THEORY; KNOWLEDGE MANAGEMENT;

MAINTENANCE;

EID: 84884503085     PISSN: 01663615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compind.2013.06.013     Document Type: Conference Paper

References (72)

1. E. Zio Reliability engineering: old problems and new challenges Reliability Engineering & System Safety 94 2 2009 125 141
2. G. Fernández, J. Francisco, and A.C. Márquez Framework for implementation of maintenance management in distribution network service providers Reliability Engineering & System Safety 2009 10.1016/j.ress.2009. 04.003
3. L.M. Camarinha-Matos, D. Afsarmanesh, N. Galeano, and A. Molina Collaborative networked organizations - concepts and practice in manufacturing enterprises Computers & Industrial Engineering 57 2009 46 60
4. C. Frank, and M. Gardoni Information content management with shared ontologies - at corporate research centre of EADS International Journal of Information Management 25 1 2005 55 70 (Pubitemid 40142555)
5. P. Panzarasa1, N.R. Jennings, and T.J. Norman Formalizing collaborative decision-making and practical reasoning in multi-agent systems Journal of Logic and Computation 12 1 2002 55 117 10.1093/logcom/12.1.55 (Pubitemid 34239761)
6. J.L. Soubie, and P. Zaraté Distributed Decision Making: A Proposal of Support Through Cooperative Systems. Group Decision and Negotiation, vol. 14(2) 2005 Springer Verlag 147 158 http://www.springeronline.com
7. A. Seguy, D. Noyes, and P. Clermont Characterisation of collaborative decision making processes International Journal of Computer Integrated Manufacturing 23 11 2010 1046 1058
8. C. Kolski, and P. Millot Problems in telemaintenance and decision aid criteria for telemaintenance system design International Journal of Industrial Ergonomics 11 2 1993 99 106 (Pubitemid 23706246)
9. B. Iung, E. Levrat, A. Crespo Marquez, and H. Erbe Conceptual framework for e-maintenance: illustration by e-maintenance technologies and platforms Annual Reviews in Control 33 2 2009 220 229
10. R. Gouriveau, and D. Noyes Risk management - dependability tools and case-based reasoning integration using the object formalism Computers in Industry 55 3 2004 255 267
11. J.A. Harding, M. Shahbaz, Srnivas, and A. Kusiak Data mining in manufacturing: a review Journal of Manufacturing Science and Engineering 128 2006 969 976 (Pubitemid 44770144)
12. B. Kamsu Foguem, F. Rigal, and F. Mauget Mining association rules for the quality improvement of the production process Expert Systems With Applications 40 4 2013 1034 1045
13. R.O. Weber, and D.W. Aha Intelligent delivery of military lessons learned Decision Support Systems 34 3 2003 287 304 (Pubitemid 35213960)
14. H. Jabrouni, B. Kamsu-Foguem, L. Geneste, and C. Vaysse Continuous improvement through knowledge-guided analysis in experience feedback Engineering Applications of Artificial Intelligence 24 8 2011 1419 1431
15. B.F. Oladejo, V.T. Odumuyiwa, and A.A. David Dynamic capitalization and visualization strategy in collaborative knowledge management system for EI process World Academy of Science, Engineering and Technology 66 2010 525 533
16. J.F. Sowa Knowledge Representation: Logical, Philosophical, and Computational Foundations 2000 Brooks Cole Publishing Co. Pacific Grove, CA, USA 608 ISBN: 0-534-94965-7
17. B. Kamsu-Foguem, and V. Chapurlat Requirements modelling and formal analysis using graph operations International Journal of Production Research 44 17 2006 3451 3470 (Pubitemid 43898312)
18. P. Smets Decision making in the TBM: the necessity of the pignistic transformation International Journal of Approximate Reasoning 38 2 2005 133 147
19. D. Paris, L.C. Trevino, and M.D. Watson IVHM Framework for Intelligent Integration for Vehicle Health Management 2005 NASA Technical Documents, Identifier: nasa-techdoc-20050092389, Document-source: CASI
20. D. Vujanović, V. Momčilović, N. Bojović, and V. Papić Evaluation of vehicle fleet maintenance management indicators by application of DEMATEL and ANP Expert Systems with Applications 39 12 2012 10552 10563
21. M. Esperon-Miguez, P. John, and I.K. Jennions A review of integrated vehicle health management tools for legacy platforms: challenges and opportunities Progress in Aerospace Sciences 56 2013 19 34
22. A. Crespo-Marquez, and B. Iung A review of e-maintenance capabilities and challenges Journal on Systemics, Cybernetics and Informatics 6 1 2008 62 66
23. A. Muller, A. Crespo Marquez, and B. Iung On the concept of e-maintenance: review and current research Reliability Engineering & System Safety 93 8 2008 1165 1187 (Pubitemid 351418143)
24. I. Lopez, and N. Sarigul-Klijn A review of uncertainty in flight vehicle structural damage monitoring, diagnosis and control: challenges and opportunities Progress in Aerospace Sciences 46 7 2010 247 273
25. I. Rasovska, B. Chebel-Morello, and N. Zerhouni A mix method of knowledge capitalization in maintenance Journal of Intelligent Manufacturing 19 3 2008 347 359
26. R. Bergmann Experience Management: Foundations, Development Methodology, and Internet-Based Applications, vol. 2432 of Lecture Notes in Artificial Intelligence 2002 Springer
27. M. Chein, and M.-L. Mugnier Graph-based Knowledge Representation: Computational Foundations of Conceptual Graphs. Series: Advanced Information and Knowledge Processing 2008 Springer London, UK 445 ISBN: 978-1-84800-285-2
28. B. Kamsu-Foguem, G. Diallo, and C. Foguem Conceptual graph-based knowledge representation for supporting reasoning in African traditional medicine Engineering Applications of Artificial Intelligence 26 4 2013 1348 1365
29. H. Rakoto, P. Clermont, and L. Geneste Elaboration and exploitation of lessons learned Intelligent Information Processing 2002 297 300 (in press)
30. R. Gong, K. Ning, Q. Li, D. O'Sullivan, Y. Chen, and S. Decker Context modeling and measuring for proactive resource recommendation in business collaboration Computers & Industrial Engineering 57 1 2009 27 36
31. J. Lund, and L.E. Aarø Accident prevention, presentation of a model placing emphasis on human, structural and cultural factors Safety Science 42 4 2004 271 324 (Pubitemid 38252990)
32. S. Nandi, H.A. Toliyat, and X. Li Condition monitoring and fault diagnosis of electrical motors - a review IEEE Transactions on Energy Conversion 20 4 2005 719 729 (Pubitemid 41830047)
33. L. Medsker, M. Tan, and E. Turban Knowledge acquisition from multiple experts - problems and issues Expert Systems with Applications 9 1 1995 35 40
34. H.A. Linstone, and M. Turoff Delphi: a brief look backward and forward Technological Forecasting and Social Change 2010 (in press)
35. G. Medina-Oliva, A. Voisin, M. Monnin, F. Peysson, and J.-B. Leger Prognostics assessment using fleet-wide ontology Annual Conference of the Prognostics and Health Management Society 2012, PHM Conference 2012, September Minneapolis, MN, USA 2012
36. A. Alzghoul, and M. Löfstrand Increasing availability of industrial systems through data stream mining Computers & Industrial Engineering 60 2011 195 205
37. R. Yu, B. Iung, and H. Panetto A multi-agents based E-maintenance system with case-based reasoning decision support Engineering Applications of Artificial Intelligence 16 4 2003 321 333
38. E. Plaza, and L. Mc Ginty Distributed case-based reasoning The knowledge Engineering Review 20 3 2005 261 265
39. J. Sowa Conceptual Structures: Information Processing in Mind and Machine. The Systems Programming Series (Hardcover) 1984 Addison-Wesley Longman Publishing Co., Inc Boston, MA, USA 481
40. A. Borgida On the relative expressiveness of description logics and predicate logics Artificial Intelligence 82 1996 353 367 (Pubitemid 126374160)
41. H. Yao, and L. Etzkorn Automated conversion between different knowledge representation formats Knowledge-Based Systems 19 6 2006 404 412 (Pubitemid 44293384)
42. I. Horrocks, P.F. Patel-Schneider, S. Bechhofer, and D. Tsarkov OWL rules: a proposal and prototype implementation Web Semantics: Science, Services and Agents on the World Wide Web 3 1 2005 23 40 (Pubitemid 40891657)
43. N. Shadbolt, W. Hall, and T. Berners-Lee The semantic web revisited IEEE Intelligent Systems 21 3 2006 96 101 (Pubitemid 44144116)
44. R. Dieng, and S. Hug MULTIKAT, a tool for comparing knowledge from multiple experts ICCS'98 Montpellier, LNAI 1453 1998 139 153 (Pubitemid 128115348)
45. P. Hitzler, and H. Scharfe Conceptual Structures in Practice 1st edition 2009 Chapman and Hall/CRC 425 ISBN-10: 1420060627, ISBN-13: 978-1420060621
46. J.F. Sowa, and J.A. Zachman Extending and formalizing the framework for information systems architecture IBM Systems Journal 31 3 1992 590 616
47. B. Léger, and O. Naud Experimenting statecharts for multiple experts knowledge elicitation in agriculture Expert Systems with Applications 36 8 2009 11296 11303
48. J.F. Sowa Chapter 5: conceptual graphs. Foundations of artificial intelligence, vol. 3 F. van Harmelen, V. Lifschitz, B. Porter, Handbook of Knowledge Representation 2008 Elsevier 213 237
49. B. Kamsu Foguem, T. Coudert, L. Geneste, and C. Beler Knowledge formalization in experience feedback processes: an ontology-based approach Computers in Industry 59 7 2008 694 710
50. T.R. Gruber Toward principles for the design of ontologies used for knowledge sharing International Journal of Human-Computer Studies 43 4/5 1995 907 928
51. R. Lambiotte, and M. Ausloos Collaborative tagging as a tripartite network International Conference on Computational Science 3 2006 1114 1117 (Pubitemid 44152478)
52. T.R. Gruber Ontology of folksonomy: a mash-up of apples and oranges International Journal on Semantic Web and Information Systems 3 2007 1 11
53. F. Dotsika Uniting formal and informal descriptive power: reconciling ontologies with folksonomies International Journal of Information Management 29 5 2009 407 415
54. J.-F. Baget, and M.-L. Mugnier Extensions of simple conceptual graphs: the complexity of rules and constraints Journal of Artificial Intelligence Research (JAIR) 16 2002 425 465 (Pubitemid 43057179)
55. J.-F. Baget, M. Leclère, M.-L. Mugnier, and E. Salvat Extending decidable cases for rules with existential variables Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI'09) 2009 677 682
56. J.-F. Baget, M. Leclère, M.-L. Mugnier, and E. Salvat On rules with existential variables: walking the decidability line Artificial Intelligence 175 9/10 2011 1620 1654
57. R. Dieng-Kuntz, D. Minier, M. Ruzicka, F. Corby, O. Corby, and L. Alamarguy Building and using a medical ontology for knowledge management and cooperative work in a health care network Computers in Biology and Medicine 36 7/8 2006 871 892 (Pubitemid 43776538)
58. B. Kamsu-Foguem Knowledge-based support in non-destructive testing for health monitoring of aircraft structures Advanced Engineering Informatics (ADVEI) 26 4 2012 859 869
59. T. Denœux Conjunctive and disjunctive combination of belief functions induced by nondistinct bodies of evidence Artificial Intelligence 172 2/3 2008 234 264 (Pubitemid 350256729)
60. J. Lee, M. Ghaffari, and S. Elmeligy Self-maintenance and engineering immune systems: towards smarter machines and manufacturing systems Annual Reviews in Control 35 1 2011 111 122
61. O.V. Thorsen, and M. Dalva A survey of faults on induction motors in offshore oil industry, petrochemical industry, gas terminals, and oil refineries IEEE Transaction on Industry Applications (IAS) 31 5 1995 1186 1196
62. P. Choe, M.R. Lehto, H.J. Park, and J. Allebach A query-based cross-language diagnosis tool for distributed decision making support Computers & Industrial Engineering 57 2009 37 45
63. O. Carloni, M. Leclère, and M.-L. Mugnier Introducing reasoning into an industrial knowledge management tool Applied Intelligence 31 3 2009 211 224
64. S.E. Brossette, A.P. Sprague, W.T. Jones, and S.A. Moser A data mining system for infection control surveillance Methods of Information in Medicine 39 4/5 2000 303 310 2000 (Pubitemid 32038835)
65. S.E. Brossette, and P.A. Hymel Jr. Data mining and infection control Clinics in Laboratory Medicine 28 1 2008 119 126
66. F. Beaudouin, and B. Munier A revision of industrial risk management: decisions and experimental tools in risk business Risk and Decision Analysis 1 2009 3 20 10.3233/RDA-2008-0001 (IOS press)
67. C. Sanin, and E. Szczerbicki Using set of experience in the process of transforming information into knowledge International Journal of Enterprise Information Systems 2 2 2006 45 62
68. C. Sanin, C. Toro, J. Vaquero, E. Szczerbicki, and J. Posada Implementing decisional DNA in industrial maintenance by a knowledge SOUPA extension Systems Science 33 2007 61 68
69. A. Avizienis, J.-C. Laprie, B. Randell, and C. Landwehr Basic concepts and taxonomy of dependable and secure computing IEEE Transactions on Dependable and Secure Computing 1 1 2004 11 33 (Pubitemid 40134576)
70. P. Potes Ruiz, B. Kamsu-Foguem, D. Noyes, Knowledge reuse integrating the collaboration from experts in industrial maintenance management, Knowledge-Based Systems, http://dx.doi.org/10.1016/j.knosys.2013.06.005.
71. B. Kamsu-Foguem, G. Tchuenté-Foguem, L. Allart, Y. Zennir, C. Vilhelm, H. Mehdaoui, D. Zitouni, H. Hubert, M. Lemdani, and P. Ravaux User-centered visual analysis using a hybrid reasoning architecture for intensive care units Decision Support Systems 54 1 2012 496 509
72. H. Jabrouni, B. Kamsu-Foguem, L. Geneste, C. Vaysse. Analysis reuse exploiting taxonomical information and belief assignment in industrial problem solving. Computers in Industry, 2013, in press.