Modelling and management of subjective information in a fuzzy setting

International Journal of General Systems

Volumn 42, Issue 1, 2013, Pages 3-19

  Bouchon Meunier, Bernadette ^a,b   Lesot, Marie Jeanne ^a   Marsala, Christophe ^a  

^a SORBONNE UNIVERSITÉ   (France)

^b UNIVERSITÉ PIERRE ET MARIE CURIE   (France)

Author keywords

concept; emotion; fuzzy; judgement; perception; subjective

Indexed keywords

CONCEPT; EMOTION; FUZZY; JUDGEMENT; SUBJECTIVE;

SENSORY PERCEPTION;

BEHAVIORAL RESEARCH;

EID: 84867774215     PISSN: 03081079     EISSN: 15635104     Source Type: Journal    
DOI: 10.1080/03081079.2012.710435     Document Type: Conference Paper

References (97)

1. Adlassnig, K.P. (1986), 'Fuzzy Set Theory in Medical Diagnosis,' IEEE Transactions on Systems, Man and Cybernetics, 16, 2, 260-265.
2. Aït Younes, A., Truck, I., and Akdag, H. (2007), 'Image Retrieval Using Fuzzy Representation of Colors,' Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11, 3, 287-298. (Pubitemid 44613757)
3. Au Yeung, C.M., and Leung, H.F. (2010), 'A Formal Model of Ontology for Handling Fuzzy Membership and Typicality of Instances,' The Computer Journal, 53, 3, 316-341.
4. Beinarts, I., and Levchenkov, A. (2011), 'Fuzzy Logic Controller Support to Passengers' Comfort for Electric Train Coach Heating System,' IEEE International Conference on Computer as a Tool (EUROCON), 1-4.
5. Belohlavek, R. (2000), 'Similarity Relations in Concept Lattices,' Journal of Logic and Computation, 10, 6, 823-845. (Pubitemid 32085585)
6. Belohlavek, R., and Konecny, J. (2007), 'Scaling, Granulation, and Fuzzy Attributes in Formal Concept Analysis,' in Proceedings of the IEEE International Fuzzy Systems Conference, pp. 1-6.
7. Bezdek, J.C., Spillman, B., and Spillman, R. (1979), 'Fuzzy Relation Spaces for Group Decision Theory: An Application,' Fuzzy Sets and Systems, 2, 1, 5-14.
8. Bobillo, F., and Straccia, U. (2011), 'Fuzzy Ontology Representation using OWL 2,' International Journal of Approximate Reasoning, 52, 7, 1073-1094.
9. Bothorel, S., Bouchon-Meunier, B., and Muller, S. (1997), 'A Fuzzy Logic-based Approach for Semiological Analysis of Microcalcification in Mammographic Images,' International Journal of Intelligent Systems, 12, 819-848. (Pubitemid 127613582)
10. Bouchon, B. (1988), 'Stability of Linguistic Modifiers Compatible With a Fuzzy Logic,' in Uncertainty and Intelligent Systems, Vol. 313 of LNCS, eds. B. Bouchon, L. Saitta and R. Yager, Heidelberg, Germany: Springer, pp. 63-70.
11. Bouchon-Meunier, B. (1992), 'Fuzzy Logic and Knowledge Representation Using Linguistic Modifiers,' in Fuzzy Logic for the Management of Uncertainty, eds. L. Zadeh and J. Kacprzyk, Sussex, UK: Wiley, pp. 399-414.
12. Bouchon-Meunier, B. (2009), 'Interpretable Decisions by Means of Similarities and Modifiers,' IEEE International Conference on Fuzzy Systems FUZZ-IEEE 2009, pp. 524-529.
13. Bouchon-Meunier, B., and Marsala, C. (2001), 'Linguistic Modifiers and Measures of Similarity or Resemblance,' 9th IFSA World Congress, pp. 2195-2199.
14. Bouchon-Meunier, B., and Yao, J. (1992), 'Linguistic Modifiers and Imprecise Categories,' International Journal of Intelligent Systems, 7, 25-36.
15. Bouchon-Meunier, B., Di Crescenzo, F., Marsala, C., Mellouli, N., and Rifqi, M. (2000), 'Uncertainty Management in the Recognition of a New Odor,' in Proceedings of the IPMU International Conference, pp. 1924-1927.
16. Calegari, S., and Ciucci, D. (2006), 'Integrating Fuzzy Logic in Ontologies,' in Proceedings of the 8th International Conference on Enterprise Informational Systems Artificial Intelligence and Decision Support Systems, ICEIS 2006, pp. 66-73.
17. Calegari, S., and Ciucci, D. (2007), 'Fuzzy Ontology, Fuzzy Description Logics and Fuzzy-OWL,' in WILF 2007, Vol. 4578 of LNAI, eds. F. Masulli, S. Mitra and G. Pasi, Heidelberg, Germany: Springer, pp. 118-126. (Pubitemid 350270271)
18. Chen, C., and Lu, Y. (1996), 'A Fuzzy-based Concept Formation System for Categorization and Numerical Clustering,' in Proceedings of the Asian Fuzzy Systems Symposium, pp. 358-363.
19. Chen, C.H., Weng, M.F., Jeng, S.K., and Chuang, Y.Y. (2008), 'Emotion-based Music Visualization Using Photos,' in Proceedings of the Advances in Multimedia Modeling, pp. 358-368.
20. Cholvy, L. (2010), 'Evaluation of Information Reported: A Model in the Theory of Evidence,' in Proceedings of the IPMU International Conference, pp. 258-267.
21. Couchariere, O., Lesot, M.-J., and Bouchon-Meunier, B. (2008), 'Consistency Checking for Extended Description Logics,' in Proceedings of the 21st International Workshop on Description Logics (DL 2008).
22. Delavallade, T., Mouillet, L., Bouchon-Meunier, B., and Collain, E. (2007), 'Monitoring Event Flows and Modelling Scenarios for Crisis Prediction,' International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 15, 83-110.
23. Detyniecki, M. (2000), 'Mathematical Aggregation Operators and their Application to Video Querying,' Thesis Ph.D. University of Pierre and Marie Curie, Paris, France.
24. Diaz, J., Rifqi, M., Bouchon-Meunier, B., Jhean-Larose, S., and Denhier̀e, G. (2008), 'Imperfect Answers in Multiple Choice Questionnaires,' Third European Conference on Technology Enhanced Learning, pp. 144-154.
25. Dounis, A., and Manolakis, D. (2001), 'Design of a Fuzzy System for Living Space Thermal-comfort Regulation,' Applied Energy, 69, 119-144. (Pubitemid 32424968)
26. Dzogang, F., Lesot, M.-J., Rifqi, M., and Bouchon-Meunier, B. (2010), 'Expressions of Graduality for Sentiments Analysis - A Survey,' in Proceedings of fuzzIEEE 2010 (WCCI'2010), pp. 1394-1400.
27. Eco, U. (2000), Kant and the Platypus, New York, NY, USA: Harcourt Brace.
28. Ekman, P. (1992), 'An Argument for Basic Emotions,' Cognition & Emotion, 6, 3-4, 169-200.
29. Ekman, P. (1999), Basic Emotions, In: T. Dalgleish and M. Power, eds. Handbook of Cognition and Emotion, Sussex, UK: John Wiley and sons, 45-60.
30. El-Nasr, M.S., Yen, J., and Ioerger, T.R. (2000), 'Flame: Fuzzy Logic Adaptive Model of Emotions,' Autonomous Agents and Multi-Agent Systems, 3, 3, 219-257.
31. Fontaine, J., Scherer, K., Roesch, E., and Ellsworth, P. (2007), 'The World of Emotion is Not Two-dimensional,' Psychological Science, 18, 1050-1057.
32. Glöckner, I. (2009), 'Generalized Fuzzy Quantifiers and the Modeling of Fuzzy Branching Quantification,' International Journal of Intelligent Systems, 24, 6, 624-648.
33. Grabisch, M. (2010), 'Subjective Evaluation,' in Decision-making Process: Concepts and Methods, eds. D. Bouyssou, D. Dubois, M. Pirlot and H. Prade, John Wiley and Sons, Sussex, UK: ISTE.
34. Grabisch, M., Duchêne, J., Lino, F., and Perny, P. (2002), 'Subjective Evaluation of Discomfort in Sitting Positions,' Fuzzy Optimization and Decision Making, 1, 3, 287-312.
35. Hanjalic, A., and Xu, L.Q. (2005), 'Affective Video Content Representation and Modeling,' IEEE Transactions on Multimedia, 7, 143-154. (Pubitemid 40178377)
36. Hanson, L., Wienholt, W., and Sperling, L. (2003), 'A Control Handling Comfort Model Based on Fuzzy Logics,' International Journal of Industrial Ergonomics, 31, 2, 87-100. (Pubitemid 35472074)
37. Hébert, P.A., Masson, M.-H., Denoeux, T., Faye, P., Millemann, S., and Egoroff, C. (2005), 'Application of Fuzzy Preference Modelling to the Fusion of Sensory Profile Data,' in Proceedings of FUSION2005.
38. Hölldobler, S., Tran, D., and Störr, H.P. (2002), 'A Fuzzy Description Logic with Hedges as Concept Modifiers,' in Proceedings InTechVJFuzzy2002, pp. 25-34.
39. Ioannou, I., Perrot, N., Mauris, G., and Trystram, G. (2003), 'Experimental Analysis of Sensory Measurement Imperfection Impact for a Cheese Ripening Fuzzy Model,' in Proceedings of the 10th International Fuzzy Systems Association World Congress Conference on Fuzzy Sets and Systems, IFSA'03, 2715 of LNCS, Heidelberg, Germany: Springer, pp. 101-120.
40. Kaufmann, A. (1987), Les Expertons, Paris, France: Hermès.
41. Kissi, M., Ramdani, M., Bouchon-Meunier, B., and Zakarya, D. (2008), 'Pattern Recognition System Based on Empirical Knowledge: Sandalwood and Camphoraceous Odors Application,' Mathematics and Computers in Simulation, 77, 5-6, 453-463.
42. Kumar, M., Weippert, M., Vilbrandt, R., Kreuzfeld, S., and Stoll, R. (2007), 'Fuzzy Evaluation of Heart Rate Signals for Mental Stress Assessment,' IEEE Transactions on Fuzzy Systems, 15, 5, 791-808. (Pubitemid 47577989)
43. Langham, E. (2005), 'A Fuzzy Evolutionary System for Concept Formation and Adaptive Behaviour in Software Agents,' 14th IEEE International Conference on Fuzzy Systems, pp. 631-635. (Pubitemid 41189580)
44. Lesot, M.-J., Mouillet, L., and Bouchon-Meunier, B. (2005), 'Fuzzy Prototypes Based on Typicality Degrees,' Advances in Soft Computing, in Proc. of the Int. Conf. 8th Fuzzy Days in Dortmund, Heidelberg, Germany: Springer, 125-138.
45. Lesot, M.-J., Rifqi, M., and Bouchon-Meunier, B. (2007), 'Fuzzy Prototypes: From a Cognitive View to a Machine Learning Principle,' in Fuzzy Sets and Their Extensions: Representation, Aggregation and Models. Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision, eds. H. Bustince, F. Herrera and J. Montero, Heidelberg, Germany: Springer, pp. 431-453.
46. Lesot, M.-J., Couchariere, O., Bouchon-Meunier, B., and Rogier, J.-L. (2008), 'Inconsistency Degree Computation for Possibilistic Description Logic: An Extension of the Tableau Algorithm,' in Proceedings of the North American Fuzzy Information Processing Society Conference, NAFIPS 2008.
47. Lesot, M.-J., Delavallade, T., Pichon, F., Akdag, H., Bouchon-Meunier, B., and Capet, P. (2011), 'Proposition of a Semi-automatic Possibilistic Information Scoring Process,' in Proceedings of EUSFLAT 2011, pp. 949-956.
48. Levrat, E., Voisin, A., Bombardier, S., and Brémont, J. (1997), 'Subjective Evaluation of Car Seat Comfort With Fuzzy Set Techniques,' International Journal of Intelligent Systems, 12, 11-12, 891-913.
49. Li, Q., Luo, S., and Shi, Z. (2009), 'Fuzzy Aesthetic Semantics Description and Extraction for Art Image Retrieval,' Computers and Mathematics with Applications, 57, 6, 1000-1009.
50. Mandryk, R.L., and Atkins, M.S. (2007), 'A Fuzzy Physiological Approach for Continuously Modeling Emotion During Interaction With Play Technologies,' International Journal of Human-Computer Studies, 65, 329-347. (Pubitemid 46216840)
51. Marsala, C. (2009), 'A Fuzzy Decision Tree Based Approach to Characterize Medical data,' in Proceedings of the International Conference on Fuzzy Systems, FUZZ-IEEE'09, Jeju Island, Korea, pp. 1332-1337.
52. Martin, J.-C., Niewiadomski, R., Devillers, L., Buisine, S., and Pelachaud, C. (2006), 'Multimodal Complex Emotions: Gesture Expressivity and Blended Facial Expressions,' International Journal of Humanoid Robotics (IJHR), 3, 269-291. (Pubitemid 44604951)
53. Mathieu, Y.-Y. (2005), 'A Computational Semantic Lexicon of French Verbs of Emotion,' in Computing Attitude and Affect in Text: Theory and Applications, eds. J.G. Shanahan, Y. Qu and J. Wiebe, Heidelberg, Germany: Springer, pp. 109-123.
54. Ménage, X., Bouchon-Meunier, B., and Gallinari, P. (1995), 'Système flou pour le contrôle de qualité,' Rencontres Francophones sur la Logique Floue et ses Applications, 281-289.
55. Mendel, J.M., and Wu, D. (2008), 'Perceptual Reasoning for Perceptual Computing,' IEEE Transactions on Fuzzy Systems, 16, 1550-1564.
56. Mendel, J.M., and Wu, D. (2010), 'Perceptual Computing: Aiding People in Making Subjective Judgments,' IEEE Press Series on Computational Intelligence.
57. Moriyama, T., and Ozawa, S. (2001), 'Measurement of Human Vocal Emotion Using Fuzzy Control,' Systems and Computers in Japan, 32, 59-68. (Pubitemid 32371732)
58. Nel, F., Damez, M., Labroche, N., and Lesot, M.-J. (2008), 'Automated Video Games Evaluation Based on the Template Formalism,' in Proceedings of the International Conference IPMU 2008, pp. 1567-1574.
59. Ochs, M., Niewiadomski, R., and Sadek, C. (2005), 'Intelligent Expressions of Emotions,' Affective Computing and Intelligent Interaction, 3784, 707-714. (Pubitemid 43763393)
60. Omri, M., Urdapilleta, I., Barthelemy, J., Bouchon-Meunier, B., and Tijus, C. (1996), 'Semantic Scales and Fuzzy Processing for Sensorial Evaluation Studies,' in Proceedings IPMU 1996, pp. 715-719.
61. Orero, J.O., Levillain, F., Damez-Fontaine, M., Rifqi, M., and Bouchon-Meunier, B. (2010), 'Assessing Gameplay Emotions From Physiological Signals: A Fuzzy Decision Trees Based Model,' in Proceedings of the International Conference on Kansei Engineering and Emotion Research, KEER.
62. Ortony, A., Clore, G., and Collins, A. (1988), The Cognitive Structure of Emotions, Cambridge, UK: Cambridge University Press.
63. Pelachaud, C. (2009), 'Modelling Multimodal Expression of Emotion in a Virtual Agen,' Philosophical Transactions of Royal Society B Biological Science, 364, 3539-3548.
64. Perrot, N., Ioannou, I., Allais, I., Curt, C., Hossenlopp, J., and Trystram, G. (2006), 'Fuzzy Concepts Applied to Food Product Quality Control: A Review,' Fuzzy Sets and Systems, 157, 9, 1145-1154.
65. Picard, R. (1997), Affective Computing, Cambridge, MA, USA: MIT Press.
66. Pichon, F., Dubois, D., and Denoeux, T. (2011), 'Relevance and Truthfulness in Information Correction and Fusion,' International Journal of Approximate Reasoning 53, 2, pp. 159-175.
67. Piolat, A., and Bannour, R. (2009), 'An Example of Text Analysis Software (Emotaix-tropes) Use: The Influence of Anxiety on Expressive Writing,' Current Psychology Letters, pp. 1-21.
68. Plutchik, R. (1990), The Emotions, New York, NY, USA: University Press of America.
69. Plutchik, R. (1994), The Psychology and Biology of Emotion, New York, NY, USA: HarperCollins College.
70. Posner, M., and Keele, S. (1968), 'On the Genesis of Abstract Ideas,' Journal of Experimental Psychology, 77, 353-363.
71. Revault d'Allonnes, A., Akdag, H., and Poirel, O. (2007), 'Trust-moderated Information Likelihood, a Multi-valued Logics Approach,' in Proceedings of the 3rd Conference on Computability in Europe, CiE 2007, pp. 1-6.
72. Rifqi, M. (1996), 'Constructing Prototypes From Large Databases,' in Proceedings IPMU'96, pp. 301-306.
73. Rissland, E. (2006), 'AI and Similarity,' IEEE Intelligent Systems, 21, 39-49. (Pubitemid 44144101)
74. Rosch, E. (1978), 'Principles of Categorization,' in Cognition and Categorization, eds. E. Rosch and B. Lloyd, Hillsdale, NJ, USA: Lawrence Erlbaum, pp. 27-48.
75. Rosch, E., and Mervis, C. (1975), 'Family Resemblance: Studies of the Internal Structure of Categories,' Cognitive Psychology, 7, 573-605.
76. Ruan, D., and Zeng, X. (2004), Intelligent Sensory Evaluation: Methodologies and Applications, Heidelberg, Germany: Springer.
77. Sánchez, D., and Tettamanzi, A. (2006), 'Fuzzy Quantification in Fuzzy Description Logics,' in Capturing Intelligence, ed. E. Sanchez, Amsterdam, The Netherlands: Elsevier, pp. 135-159.
78. Sànchez, D., Soto-Hidalgo, J., Chamorro-Martínez, J., and Martínez-Jimnez, P. (2011), 'On some fuzzy relations for color information,' FUZZ-IEEE, 2011, 537-542.
79. Scherer, K. (1984), 'On the Nature and Function of Emotion: A Component Process Approach,' in Approaches to Emotion, eds. K. Scherer and P. Ekman, Hillsdale, NJ, USA: Lawrence Erlbaum, pp. 293-317.
80. Singh, S., Hines, E., and Gardner, J. (1996), 'Fuzzy Neural Computing of Coffee and Tainted-water Data From an Electronic Nose,' Sensors and Actuators B: Chemical, 30, 3, 185-190. (Pubitemid 126384089)
81. Soto-Hidalgo, J., Chamorro-Martìnez, J., and Sànchez, D. (2010), 'A New Approach for Defining a Fuzzy Color Space. A New Approach for Defining a Fuzzy Color Space,' in FUZZ-IEEE 2010, pp. 1-6.
82. Straccia, U. (2001), 'Reasoning Within Fuzzy Description Logics,' Journal of Artificial Intelligence Research, 14, 137-166.
83. Subasic, P., and Huettner, A. (2000), 'Affect Analysis of Text Using Fuzzy Semantic Typing,' in Proceedings of Fuzzy Systems Conference, FUZZ-IEEE, pp. 647-652.
84. Sul, A., Shin, J., Lee, C., Yoon, Y., and Principe, J. (2002), 'Evaluation of Stress Reactivity and Recovery Using Biosignals and Fuzzy Theory,' in Proceedings of the 2nd Joint Engineering in Medicine and Biology, 2002. 24th Conference and Fall Meeting of the Biomedical Engineering Society EMBS/BMES, Vol. 1, pp. 32-33.
85. Tanaka, K., and Sugeno, M. (1991), 'A Study on Subjective Evaluations of Printed Color Images,' International Journal of Approximate Reasoning, 5, 3, 213-222.
86. Tran, T., Bouchon-Meunier, B., Marsala, C., and Putois, G. (2009), 'An Intelligent Assistant to Support Students and to Prevent Them From Dropout,' 1st International Conference on Computer Supported Education (CSEDU 2009).
87. Tversky, A. (1977), 'Features of Similarity,' Psychological Review, 84, 4, 327-352.
88. Wang, H., and Cheong, L.F. (2006), 'Affective Understanding in Film,' IEEE Transactions on Circuits and Systems for Video Technology, 16, 689-704. (Pubitemid 44109543)
89. Wang, Z., Lin, C.-T., Liang, S.-T., Huang, T.-Y., and Jung, T.-P. (2011), 'A Fuzzy Adaptive Comfort Temperature Model With Grey Predictor for Multi-agent Control System of Smart Building,' in Proceedings of IEEE Congress on Evolutionary Computation (CEC), pp. 728-735.
90. Wetzel, N.E.E., Kleinjohann, L., and Kleinjohann, B. (2007), 'Real-time Facial Expression Recognition Using a Fuzzy Emotion Model,' in Proceedings of Fuzzy Systems Conference, FUZZ-IEEE', pp. 1-6.
91. Wu, R.C., Lin, C.-T., Liang, S.-F., Huang, T.-Y., and Jung, T.-P. (2004), 'EEG-based Fuzzy Neural Network Estimator for Driving Performance,' IEEE International Conference on Systems, Man and Cybernetics, 4, 4034-4040. (Pubitemid 40408466)
92. Yang, Y.H., Liu, C.C., and Chen, H.H. (2006), 'Music Emotion Classification: A Fuzzy Approach,' in Proceedings of the 14th Annual ACM International Conference on Multimedia.
93. Ying, M., and Bouchon-Meunier, B. (1997), 'Quantifiers, Modifiers and Qualifier in Fuzzy Logic,' Journal of Applied Non-classical Logics, 7, 3, 335-342.
94. Zadeh, L. (1999), 'From Computing with Numbers to Computing with Words From Manipulation of Measurements to Manipulation of Perceptions,' IEEE Transactions on Circuits and Systems-I Fundamental Theory and Applications, 45, 1, 105-119.
95. Zadeh, L. (2001), 'A New Direction in AI-Toward a Computational Theory of Perceptions,' AI Magazine, 22, 1, 73-84. (Pubitemid 32293356)
96. Zadeh, L. (2008), 'Toward Human Level Machine Intelligence-Is it Achievable? The Need for a Paradigm Shift,' IEEE Computational Intelligence Magazine, 3, 3, 11-22.
97. Zalila, Z., Guenand, A., and Lopez, J. (2007), 'Application of Experton Theory in the Sensory Analysis of Cell Phone Flaps,' Quality Engineering, 17, 4.