메뉴 건너뛰기




Volumn 207, Issue , 2012, Pages 1-18

An overview on the 2-tuple linguistic model for computing with words in decision making: Extensions, applications and challenges

Author keywords

2 Tuple linguistic representation model; Computing with words; Fuzzy linguistic approach; Linguistic variable

Indexed keywords

DECISION MAKING; FUZZY LOGIC; SOFT COMPUTING;

EID: 84861602885     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2012.04.025     Document Type: Article
Times cited : (459)

References (142)
  • 1
    • 68149169155 scopus 로고    scopus 로고
    • Improving fuzzy logic controllers obtained by experts: A case study in HVAC systems
    • R. Alcalá, J. Alcalá-Fdez, M.J. Gacto, and F. Herrera Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems Applied Intelligence 31 1 2009 15 30
    • (2009) Applied Intelligence , vol.31 , Issue.1 , pp. 15-30
    • Alcalá, R.1    Alcalá-Fdez, J.2    Gacto, M.J.3    Herrera, F.4
  • 2
    • 34548206770 scopus 로고    scopus 로고
    • A proposal for the genetic lateral tuning of linguistic fuzzy systems and its interaction with rule selection
    • DOI 10.1109/TFUZZ.2006.889880
    • R. Alcalá, J. Alcalá-Fdez, and F. Herrera A proposal for the genetic lateral tuning of linguistic fuzzy systems and its interaction with rule selection IEEE Transactions on Fuzzy Systems 15 4 2007 616 635 (Pubitemid 47321552)
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.4 , pp. 616-635
    • Alcala, R.1    Alcala-Fdez, J.2    Herrera, F.3
  • 3
    • 33751166396 scopus 로고    scopus 로고
    • Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation
    • R. Alcalá, J. Alcalá-Fdez, F. Herrera, and J. Otero Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation International Journal of Approximate Reasoning 44 1 2007 45 64
    • (2007) International Journal of Approximate Reasoning , vol.44 , Issue.1 , pp. 45-64
    • Alcalá, R.1    Alcalá-Fdez, J.2    Herrera, F.3    Otero, J.4
  • 4
    • 79955565544 scopus 로고    scopus 로고
    • A fast and scalable multiobjective genetic fuzzy system for linguistic fuzzy modeling in high-dimensional regression problems
    • R. Alcalá, M.J. Gacto, and F. Herrera A fast and scalable multiobjective genetic fuzzy system for linguistic fuzzy modeling in high-dimensional regression problems IEEE Transactions on Fuzzy Systems 19 4 2011 666 681
    • (2011) IEEE Transactions on Fuzzy Systems , vol.19 , Issue.4 , pp. 666-681
    • Alcalá, R.1    Gacto, M.J.2    Herrera, F.3
  • 5
    • 81155154226 scopus 로고    scopus 로고
    • Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions
    • R. Alcalá, Y. Nojima, F. Herrera, and H. Ishibuchi Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions Soft Computing 15 12 2011 2303 2318
    • (2011) Soft Computing , vol.15 , Issue.12 , pp. 2303-2318
    • Alcalá, R.1    Nojima, Y.2    Herrera, F.3    Ishibuchi, H.4
  • 6
    • 59649112625 scopus 로고    scopus 로고
    • Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms
    • J. Alcalá-Fdez, R. Alcalá, M.J. Gacto, and F. Herrera Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms Fuzzy Sets and Systems 160 7 2009 905 921
    • (2009) Fuzzy Sets and Systems , vol.160 , Issue.7 , pp. 905-921
    • Alcalá-Fdez, J.1    Alcalá, R.2    Gacto, M.J.3    Herrera, F.4
  • 10
    • 84455173104 scopus 로고    scopus 로고
    • A novel method for group multi-attribute decision making with two-tuple linguistic computing: Supplier evaluation under uncertainty
    • A. Balezentis, and T. Balezentis A novel method for group multi-attribute decision making with two-tuple linguistic computing: supplier evaluation under uncertainty Economic Computation and Economic Cybernetics Studies and Research 4 2011
    • (2011) Economic Computation and Economic Cybernetics Studies and Research , vol.4
    • Balezentis, A.1    Balezentis, T.2
  • 11
    • 33749078501 scopus 로고    scopus 로고
    • Linguistic group decision-making: Opinion aggregation and measures of consensus
    • DOI 10.1007/s10700-006-0017-9
    • D. Ben-Arieh, and Z. Chen Linguistic group decision-making: opinion aggregation and measures of consensus Fuzzy Optimization and Decision Making 5 4 2006 371 386 (Pubitemid 44461085)
    • (2006) Fuzzy Optimization and Decision Making , vol.5 , Issue.4 , pp. 371-386
    • Ben-Arieh, D.1    Chen, Z.2
  • 12
    • 33646902135 scopus 로고    scopus 로고
    • Linguistic-labels aggregation and consensus measure for autocratic decision making using group recommendations
    • DOI 10.1109/TSMCA.2005.853488
    • D. Ben-Arieh, and Z. Chen Linguistic-labels aggregation and consensus measures for autocratic decision making using group recommendations IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans 36 3 2006 558 568 (Pubitemid 43790778)
    • (2006) IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans , vol.36 , Issue.3 , pp. 558-568
    • Ben-Arieh, D.1    Chen, Z.2
  • 13
    • 75849150270 scopus 로고    scopus 로고
    • Managing the consensus in group decision making in an unbalanced fuzzy linguistic context with incomplete information
    • F.J. Cabrerizo, I.J. Pérez IJ, and E. Herrera-Viedma Managing the consensus in group decision making in an unbalanced fuzzy linguistic context with incomplete information Knowledge-Based Systems 23 2 2010 169 181
    • (2010) Knowledge-Based Systems , vol.23 , Issue.2 , pp. 169-181
    • Cabrerizo, F.J.1    Pérez Ij, I.J.2    Herrera-Viedma, E.3
  • 14
    • 14644430392 scopus 로고    scopus 로고
    • Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction
    • DOI 10.1109/TFUZZ.2004.839670
    • J. Casillas, O. Cordón, M.J. del Jesús, and F. Herrera Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction IEEE Transactions on Fuzzy Systems 13 1 2005 13 29 (Pubitemid 40319306)
    • (2005) IEEE Transactions on Fuzzy Systems , vol.13 , Issue.1 , pp. 13-29
    • Casillas, J.1    Cordon, O.2    Del Jesus, M.J.3    Herrera, F.4
  • 16
    • 0028407216 scopus 로고
    • A fuzzy multi-criteria decision making method for technology transfer strategy selection in biotechnology
    • P.L. Chang, and Y.C. Chen A fuzzy multi-criteria decision making method for technology transfer strategy selection in biotechnology Fuzzy Sets and Systems 63 2 1994 131 139
    • (1994) Fuzzy Sets and Systems , vol.63 , Issue.2 , pp. 131-139
    • Chang, P.L.1    Chen, Y.C.2
  • 17
    • 33750442913 scopus 로고    scopus 로고
    • Applying a direct multi-granularity linguistic and strategy-oriented aggregation approach on the assessment of supply performance
    • S.L. Chang, R.C. Wang, and S.Y. Wang Applying a direct multi-granularity linguistic and strategy-oriented aggregation approach on the assessment of supply performance European Journal of Operational Research 177 2 2007 1013 1025
    • (2007) European Journal of Operational Research , vol.177 , Issue.2 , pp. 1013-1025
    • Chang, S.L.1    Wang, R.C.2    Wang, S.Y.3
  • 18
    • 70449530600 scopus 로고    scopus 로고
    • A novel efficient approach for DFMEA combining 2-tuple and the OWA operator
    • T.H. Chang, and T.C. Wang A novel efficient approach for DFMEA combining 2-tuple and the OWA operator Expert Systems with Applications 37 3 2010 2362 2370
    • (2010) Expert Systems with Applications , vol.37 , Issue.3 , pp. 2362-2370
    • Chang, T.H.1    Wang, T.C.2
  • 19
    • 78751632509 scopus 로고    scopus 로고
    • An integrated methodology using linguistic promethee and maximum deviation method for third-party logistics supplier selection
    • C.T. Chen, P-F. Pai, and W-Z. Hung An integrated methodology using linguistic promethee and maximum deviation method for third-party logistics supplier selection International Journal of Computational Intelligence Systems 3 4 2010 438 451
    • (2010) International Journal of Computational Intelligence Systems , vol.3 , Issue.4 , pp. 438-451
    • Chen, C.T.1    Pai, P.-F.2    Hung, W.-Z.3
  • 21
    • 33750837981 scopus 로고    scopus 로고
    • On the fusion of multi-granularity linguistic label sets in group decision making
    • DOI 10.1016/j.cie.2006.08.012, PII S0360835206001112
    • Z. Chen, and D. Ben-Arieh On the fusion of multi-granularity linguistic label sets in group decision making Computers and Industrial Engineering 51 3 2006 526 541 (Pubitemid 44712054)
    • (2006) Computers and Industrial Engineering , vol.51 , Issue.3 , pp. 526-541
    • Chen, Z.1    Ben-Arieh, D.2
  • 22
    • 0036793670 scopus 로고    scopus 로고
    • Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation
    • DOI 10.1016/S0377-2217(01)00280-6, PII S0377221701002806
    • C.H. Cheng, and Y. Lin Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation European Journal of Operational Research 142 1 2002 174 186 (Pubitemid 35171685)
    • (2002) European Journal of Operational Research , vol.142 , Issue.1 , pp. 174-186
    • Cheng, C.-H.1    Lin, Y.2
  • 24
    • 0036475811 scopus 로고    scopus 로고
    • Linguistic modeling by hierarchical systems of linguistic rules
    • O. Cordón, F. Herrera, and I. Zwir Linguistic modeling by hierarchical systems of linguistic rules IEEE Transactions on Fuzzy Systems 10 1 2001 2 20
    • (2001) IEEE Transactions on Fuzzy Systems , vol.10 , Issue.1 , pp. 2-20
    • Cordón, O.1    Herrera, F.2    Zwir, I.3
  • 26
    • 77749340072 scopus 로고    scopus 로고
    • An endogenous human resources selection model based on linguistic assessments
    • R. de Andrés, and J.L. García-Lapresta An endogenous human resources selection model based on linguistic assessments Neural Network World 20 1 2010 91 111
    • (2010) Neural Network World , vol.20 , Issue.1 , pp. 91-111
    • De Andrés, R.1    García-Lapresta, J.L.2
  • 27
    • 69249232571 scopus 로고    scopus 로고
    • A multi-granular linguistic model for management decision-making in performance appraisal
    • R. de Andrés, J.L. García-Lapresta, and L. Martínez A multi-granular linguistic model for management decision-making in performance appraisal Soft Computing 14 1 2010 21 34
    • (2010) Soft Computing , vol.14 , Issue.1 , pp. 21-34
    • De Andrés, R.1    García-Lapresta, J.L.2    Martínez, L.3
  • 30
    • 80052267398 scopus 로고    scopus 로고
    • A new multi-criteria approach dealing with dependent and heterogeneous criteria for end-of-life product strategy
    • D. Dhouib, and S. Elloumi A new multi-criteria approach dealing with dependent and heterogeneous criteria for end-of-life product strategy Applied Mathematics and Computation 218 5 2011 1668 1681
    • (2011) Applied Mathematics and Computation , vol.218 , Issue.5 , pp. 1668-1681
    • Dhouib, D.1    Elloumi, S.2
  • 31
    • 79551619977 scopus 로고    scopus 로고
    • Selecting the individual numerical scale and prioritization method in the analytic hierarchy process: A 2-tuple fuzzy linguistic approach
    • Y. Dong, W.C. Hong, Y. Xu, and S. Yu Selecting the individual numerical scale and prioritization method in the analytic hierarchy process: a 2-tuple fuzzy linguistic approach IEEE Transactions on Fuzzy Sets 19 1 2011 13 25
    • (2011) IEEE Transactions on Fuzzy Sets , vol.19 , Issue.1 , pp. 13-25
    • Dong, Y.1    Hong, W.C.2    Xu, Y.3    Yu, S.4
  • 32
    • 72649098741 scopus 로고    scopus 로고
    • Computing the numerical scale of the linguistic term set for the 2-tuple fuzzy linguistic representation model
    • Y. Dong, Y. Xu, and S. Yu Computing the numerical scale of the linguistic term set for the 2-tuple fuzzy linguistic representation model IEEE Transactions on Fuzzy Systems 17 6 2009 1366 1378
    • (2009) IEEE Transactions on Fuzzy Systems , vol.17 , Issue.6 , pp. 1366-1378
    • Dong, Y.1    Xu, Y.2    Yu, S.3
  • 33
    • 58149484043 scopus 로고    scopus 로고
    • Linguistic multiperson decision making based on the use of multiple preference relations
    • Y. Dong, Y. Xu, and S. Yu Linguistic multiperson decision making based on the use of multiple preference relations Fuzzy Sets and Systems 160 5 2009 603 623
    • (2009) Fuzzy Sets and Systems , vol.160 , Issue.5 , pp. 603-623
    • Dong, Y.1    Xu, Y.2    Yu, S.3
  • 35
    • 77349119813 scopus 로고    scopus 로고
    • A fuzzy MCDM approach for personnel selection
    • M. Dursun, and E.E. Karsak A fuzzy MCDM approach for personnel selection Expert Systems with Applications 37 6 2010 4324 4330
    • (2010) Expert Systems with Applications , vol.37 , Issue.6 , pp. 4324-4330
    • Dursun, M.1    Karsak, E.E.2
  • 36
    • 80052972720 scopus 로고    scopus 로고
    • An extended hierarchical linguistic model for decision-making problems
    • M. Espinilla, J. Liu, and L. Martínez An extended hierarchical linguistic model for decision-making problems Computational Intelligence 27 3 2011
    • (2011) Computational Intelligence , vol.27 , Issue.3
    • Espinilla, M.1    Liu, J.2    Martínez, L.3
  • 37
    • 56349161505 scopus 로고    scopus 로고
    • Evaluating knowledge management capability of organizations: A fuzzy linguistic method
    • Z.P. Fan, B. Feng, Y.H. Sun, and W. Ou Evaluating knowledge management capability of organizations: a fuzzy linguistic method Expert Systems With Applications 36 2, Part 2 2009 3346 3354
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 PART 2 , pp. 3346-3354
    • Fan, Z.P.1    Feng, B.2    Sun, Y.H.3    Ou, W.4
  • 38
    • 33747890330 scopus 로고    scopus 로고
    • Risk and confidence analysis for fuzzy multicriteria decision making
    • DOI 10.1016/j.knosys.2006.03.002, PII S0950705106000694
    • N. Fenton, and W. Wang Risk and confidence analysis for fuzzy multicriteria decision making Knowledge-Based Systems 19 6 2006 430 437 (Pubitemid 44293387)
    • (2006) Knowledge-Based Systems , vol.19 , Issue.6 , pp. 430-437
    • Fenton, N.1    Wang, W.2
  • 42
    • 0004963777 scopus 로고    scopus 로고
    • A fusion approach for managing multi-granularity linguistic term sets in decision making
    • F. Herrera, E. Herrera-Viedma, and L. Martínez A fusion approach for managing multi-granularity linguistic term sets in decision making Fuzzy Sets and Systems 114 1 2000 43 58
    • (2000) Fuzzy Sets and Systems , vol.114 , Issue.1 , pp. 43-58
    • Herrera, F.1    Herrera-Viedma, E.2    Martínez, L.3
  • 43
    • 42549148902 scopus 로고    scopus 로고
    • A fuzzy linguistic methodology to deal with unbalanced linguistic term sets
    • DOI 10.1109/TFUZZ.2007.896353
    • F. Herrera, E. Herrera-Viedma, and L. Martínez A fuzzy linguistic methodology to deal with unbalanced linguistic term sets IEEE Transactions on Fuzzy Systems 16 2 2008 354 370 (Pubitemid 351586037)
    • (2008) IEEE Transactions on Fuzzy Systems , vol.16 , Issue.2 , pp. 354-370
    • Herrera, F.1    Herrera-Viedma, E.2    Martinez, L.3
  • 44
    • 0034476450 scopus 로고    scopus 로고
    • A 2-tuple fuzzy linguistic representation model for computing with words
    • F. Herrera, and L. Martínez A 2-tuple fuzzy linguistic representation model for computing with words IEEE Transactions on Fuzzy Systems 8 6 2000 746 752
    • (2000) IEEE Transactions on Fuzzy Systems , vol.8 , Issue.6 , pp. 746-752
    • Herrera, F.1    Martínez, L.2
  • 45
    • 0346977257 scopus 로고    scopus 로고
    • The 2-tuple linguistic computational model. advantages of its linguistic description, accuracy and consistency
    • DOI 10.1142/S0218488501000971
    • F. Herrera, and L. Martínez The 2-tuple linguistic computational model. advantages of its linguistic description, accuracy and consistency International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9 suppl. 2001 33 48 (Pubitemid 33682997)
    • (2001) International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems , vol.9 , Issue.SUPPL. , pp. 33-48
    • Herrera, F.1    Martinez, L.2
  • 46
    • 0035305005 scopus 로고    scopus 로고
    • A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making
    • DOI 10.1109/3477.915345, PII S1083441901025146
    • F. Herrera, and L. Martínez A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic context in multi-expert decision making IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics 31 2 2001 227 234 (Pubitemid 32415888)
    • (2001) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.31 , Issue.2 , pp. 227-234
    • Herrera, F.1    Martinez, L.2
  • 47
    • 13544267454 scopus 로고    scopus 로고
    • Managing non-homogeneous information in group decision making
    • DOI 10.1016/j.ejor.2003.11.031, PII S0377221704001237
    • F. Herrera, L. Martínez, and P.J. Sánchez Managing non-homogeneous information in group decision making European Journal of Operational Research 166 2005 115 132 (Pubitemid 40219818)
    • (2005) European Journal of Operational Research , vol.166 , Issue.1 SPEC. ISS. , pp. 115-132
    • Herrera, F.1    Martinez, L.2    Sanchez, P.J.3
  • 48
    • 35348894404 scopus 로고    scopus 로고
    • A consensus model for group decision making with incomplete fuzzy preference relations
    • DOI 10.1109/TFUZZ.2006.889952
    • E. Herrera-Viedma, S. Alonso, F. Chiclana, and F. Herrera A consensus model for group decision making with incomplete fuzzy preference relations IEEE Transactions on Fuzzy Systems 15 5 2007 863 877 (Pubitemid 47577994)
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.5 , pp. 863-877
    • Herrera-Viedma, E.1    Alonso, S.2    Chiclana, F.3    Herrera, F.4
  • 50
    • 35948950306 scopus 로고    scopus 로고
    • A model of an information retrieval system with unbalanced fuzzy linguistic information
    • DOI 10.1002/int.20244
    • E. Herrera-Viedma, and A.G. López-Herrera A model of information retrieval system with unbalanced fuzzy linguistic information International Journal of Intelligent Systems 22 11 2007 1197 1214 (Pubitemid 350076105)
    • (2007) International Journal of Intelligent Systems , vol.22 , Issue.11 , pp. 1197-1214
    • Herrera-Viedma, E.1    Lopez-Herrera, A.G.2
  • 53
    • 27644590275 scopus 로고    scopus 로고
    • A consensus support system model for group decision-making problems with multigranular linguistic preference relations
    • DOI 10.1109/TFUZZ.2005.856561
    • E. Herrera-Viedma, L. Martínez, F. Mata, and F. Chiclana A consensus support system model for group decision-making problems with multigranular linguistic preference relations IEEE Transactions on Fuzzy Systems 13 5 2005 644 658 (Pubitemid 41555591)
    • (2005) IEEE Transactions on Fuzzy Systems , vol.13 , Issue.5 , pp. 644-658
    • Herrera-Viedma, E.1    Martinez, L.2    Mata, F.3    Chiclana, F.4
  • 54
    • 17444417083 scopus 로고    scopus 로고
    • A satisfactory-oriented approach to multiexpert decision-making with linguistic assessments
    • DOI 10.1109/TSMCB.2004.842248
    • V.N. Huynh, and Y. Nakamori A satisfactory-oriented approach to multi-expert decision-making under linguistic assessments IEEE Transactions on Systems, Man, and Cybernetics SMC-35 2 2005 184 196 (Pubitemid 40535904)
    • (2005) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.35 , Issue.2 , pp. 184-196
    • Huynh, V.-N.1    Nakamori, Y.2
  • 55
    • 33845312300 scopus 로고    scopus 로고
    • MEDM in general multi-granular hierarchical linguistic contexts based on the 2-tuples linguistic model
    • DOI 10.1109/GRC.2005.1547338, 1547338, 2005 IEEE International Conference on Granular Computing
    • V.N. Huynh, C.H. Nguyen, Y. Nakamori, MEDM in general multi-granular hierarchical linguistic contexts based on the 2-tuples linguistic model, in: IEEE International Conference on Granular Computing, 2005, pp. 482-487. (Pubitemid 44867641)
    • (2005) 2005 IEEE International Conference on Granular Computing , vol.2005 , pp. 482-487
    • Huynh, V.N.1    Nguyen, C.H.2    Nakamori, Y.3
  • 57
    • 36549021128 scopus 로고    scopus 로고
    • A method for group decision making with multi-granularity linguistic assessment information
    • DOI 10.1016/j.ins.2007.09.007, PII S002002550700429X
    • Y.P. Jiang, Z.P. Fan, and J. Ma A method for group decision making with multi-granularity linguistic assessment information Information Sciences 178 4 2008 1098 1109 (Pubitemid 350180888)
    • (2008) Information Sciences , vol.178 , Issue.4 , pp. 1098-1109
    • Jiang, Y.-P.1    Fan, Z.-P.2    Ma, J.3
  • 59
    • 0000848285 scopus 로고    scopus 로고
    • Fuzzy capital budgeting
    • D. Kuchta Fuzzy capital budgeting Fuzzy Sets and Systems 111 2000 367 385
    • (2000) Fuzzy Sets and Systems , vol.111 , pp. 367-385
    • Kuchta, D.1
  • 60
    • 24044435527 scopus 로고    scopus 로고
    • Ordinal scales and fuzzy set systems to measure agreement: An application to the evaluation of teaching activity
    • DOI 10.1007/s11135-005-8103-6
    • M. Lalla, G. Facchinetti, and G. Mastroleo Ordinal scales and fuzzy set systems to measure agreement: an application to the evaluation of teaching activity Quality and Quantity 38 5 2004 577 601 (Pubitemid 41217687)
    • (2004) Quality and Quantity , vol.38 , Issue.5 , pp. 577-601
    • Lalla, M.1    Facchinetti, G.2    Mastroleo, G.3
  • 62
    • 0035501869 scopus 로고    scopus 로고
    • A methodology for computing with words
    • DOI 10.1016/S0888-613X(01)00042-1, PII S0888613X01000421
    • J. Lawry A methodology for computing with words International Journal of Approximate Reasoning 28 2001 51 89 (Pubitemid 32833457)
    • (2001) International Journal of Approximate Reasoning , vol.28 , Issue.2-3 , pp. 51-89
    • Lawry, J.1
  • 63
    • 1842564090 scopus 로고    scopus 로고
    • A framework for linguistic modelling
    • J. Lawry A framework for linguistic modelling Artificial Intelligence 155 1-2 2004 1 39
    • (2004) Artificial Intelligence , vol.155 , Issue.12 , pp. 1-39
    • Lawry, J.1
  • 65
    • 79960470891 scopus 로고    scopus 로고
    • An approach to expert finding based on multi-granularity two-tuple linguistic information
    • M. Li An approach to expert finding based on multi-granularity two-tuple linguistic information Applied Mechanics and Materials 58-60 2011 1317 1322
    • (2011) Applied Mechanics and Materials , vol.58-60 , pp. 1317-1322
    • Li, M.1
  • 66
    • 72949085367 scopus 로고    scopus 로고
    • A linguistic-valued weighted aggregation operator to multiple attribute group decision making with quantitative and qualitative information
    • X. Li, D. Ruan, J. Liu, and Y. Xu A linguistic-valued weighted aggregation operator to multiple attribute group decision making with quantitative and qualitative information International Journal of Computational Intelligence Systems 1 3 2008 274 284
    • (2008) International Journal of Computational Intelligence Systems , vol.1 , Issue.3 , pp. 274-284
    • Li, X.1    Ruan, D.2    Liu, J.3    Xu, Y.4
  • 67
    • 70349330802 scopus 로고    scopus 로고
    • Combination of qualitative information with 2-tuple linguistic representation in DSmT
    • X. Li, F. Smarandache, J. Dezert, and X. Dai Combination of qualitative information with 2-tuple linguistic representation in DSmT Journal of Computer Science and Technology 24 4 2009 786 797
    • (2009) Journal of Computer Science and Technology , vol.24 , Issue.4 , pp. 786-797
    • Li, X.1    Smarandache, F.2    Dezert, J.3    Dai, X.4
  • 68
    • 72849110406 scopus 로고    scopus 로고
    • A method of identifying supply chain risk factors
    • D. Tran, S.M. Zhou (Eds.)
    • Y.F. Li, Q.H. Xie, A method of identifying supply chain risk factors, in: D. Tran, S.M. Zhou (Eds.), World Congress on Software Engineering, vol. 4, 2009, pp. 369-373.
    • (2009) World Congress on Software Engineering , vol.4 , pp. 369-373
    • Li, Y.F.1    Xie, Q.H.2
  • 71
    • 79959782918 scopus 로고    scopus 로고
    • Investigation into evaluation of agriculture informatization level based on two-tuple
    • P. Liu, and X. Zhang Investigation into evaluation of agriculture informatization level based on two-tuple Technological and Economic Development of Economy 17 1 2011 74 86
    • (2011) Technological and Economic Development of Economy , vol.17 , Issue.1 , pp. 74-86
    • Liu, P.1    Zhang, X.2
  • 72
    • 67349159065 scopus 로고    scopus 로고
    • A novel method for hybrid multiple attribute decision making
    • P.D. Liu A novel method for hybrid multiple attribute decision making Knowledge-Based Systems 22 5 2009 388 391
    • (2009) Knowledge-Based Systems , vol.22 , Issue.5 , pp. 388-391
    • Liu, P.D.1
  • 73
    • 79961072452 scopus 로고    scopus 로고
    • Assessment of capacity of flood disaster prevention and reduction with 2-tuple linguistic information
    • Y. Liu, J. Xu, and W. Nie Assessment of capacity of flood disaster prevention and reduction with 2-tuple linguistic information Journal of Convergence Information Technology 6 7 2011 268 273
    • (2011) Journal of Convergence Information Technology , vol.6 , Issue.7 , pp. 268-273
    • Liu, Y.1    Xu, J.2    Nie, W.3
  • 75
    • 72949112471 scopus 로고    scopus 로고
    • A linguistic multi-criteria group decision support system for fabric hand evaluation
    • J. Lu, Y. Zhu, X. Zeng, L. Koehl, J. Ma, and G. Zhang A linguistic multi-criteria group decision support system for fabric hand evaluation Fuzzy Optimization and Decision Making 8 4 2009 395 413
    • (2009) Fuzzy Optimization and Decision Making , vol.8 , Issue.4 , pp. 395-413
    • Lu, J.1    Zhu, Y.2    Zeng, X.3    Koehl, L.4    Ma, J.5    Zhang, G.6
  • 76
    • 33750913508 scopus 로고    scopus 로고
    • On the problem of retranslation in computing with perceptions
    • DOI 10.1080/03081070600861123, PII U12274221323615V
    • O. Martin, and G.J. Klir On the problem of retranslation in computing with perceptions International Journal of General Systems 35 6 2006 655 674 (Pubitemid 44728619)
    • (2006) International Journal of General Systems , vol.35 , Issue.6 , pp. 655-674
    • Martin, O.1    Klir, G.J.2
  • 77
    • 33751192903 scopus 로고    scopus 로고
    • Sensory evaluation based on linguistic decision analysis
    • L. Martínez Sensory evaluation based on linguistic decision analysis International Journal of Approximate Reasoning 44 2 2007 148 164
    • (2007) International Journal of Approximate Reasoning , vol.44 , Issue.2 , pp. 148-164
    • Martínez, L.1
  • 81
    • 33846248780 scopus 로고    scopus 로고
    • Dealing with heterogeneous information in engineering evaluation processes
    • DOI 10.1016/j.ins.2006.07.005, PII S0020025506001976, Fuzzy set applications in Industrial Engineering
    • L. Martínez, J. Liu, D. Ruan, and J.B. Yang Dealing with heterogeneous information in engineering evaluation processes Information Sciences 177 7 2007 1533 1542 (Pubitemid 46107424)
    • (2007) Information Sciences , vol.177 , Issue.7 , pp. 1533-1542
    • Martinez, L.1    Liu, J.2    Ruan, D.3    Yang, J.-B.4
  • 82
    • 33745289363 scopus 로고    scopus 로고
    • A fuzzy model for design evaluation based on multiple criteria analysis in engineering systems
    • DOI 10.1142/S0218488506004035, PII S0218488506004035
    • L. Martínez, J. Liu, and J.B. Yang A fuzzy model for design evaluation based on multiple criteria analysis in engineering systems International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14 3 2006 317 336 (Pubitemid 43936945)
    • (2006) International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems , vol.14 , Issue.3 , pp. 317-336
    • Martinez, L.1    Liu, J.2    Yang, J.-B.3
  • 83
    • 30544451775 scopus 로고    scopus 로고
    • A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis
    • DOI 10.1002/int.20107
    • L. Martínez, J. Liu, J.B. Yang, and F. Herrera A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis International Journal of Intelligent Systems 20 12 2005 1161 1194 (Pubitemid 43082547)
    • (2005) International Journal of Intelligent Systems , vol.20 , Issue.12 , pp. 1161-1194
    • Martinez, L.1    Liu, J.2    Yang, J.-B.3    Herrera, F.4
  • 84
    • 34247499972 scopus 로고    scopus 로고
    • A multigranular linguistic content-based recommendation model
    • DOI 10.1002/int.20207, E-Service Intelligence
    • L. Martínez, L.G. Pérez, and M. Barranco A multi-granular linguistic based-content recommendation model International Journal of Intelligent Systems 22 5 2007 419 434 (Pubitemid 46652942)
    • (2007) International Journal of Intelligent Systems , vol.22 , Issue.5 , pp. 419-434
    • Martinez, L.1    Perez, L.G.2    Barranco, M.3
  • 87
    • 65549115624 scopus 로고    scopus 로고
    • An adaptive consensus support model for group decision-making problems in a multigranular fuzzy linguistic context
    • F. Mata, L. Martínez, and E. Herrera-Viedma An adaptive consensus support model for group decision-making problems in a multigranular fuzzy linguistic context IEEE Transactions on Fuzzy Systems 17 2 2009 279 290
    • (2009) IEEE Transactions on Fuzzy Systems , vol.17 , Issue.2 , pp. 279-290
    • Mata, F.1    Martínez, L.2    Herrera-Viedma, E.3
  • 88
    • 58149527529 scopus 로고    scopus 로고
    • Perceptual reasoning for perceptual computing
    • J.M. Mendel, and D. Wu Perceptual reasoning for perceptual computing IEEE Transactions on Fuzzy Systems 16 6 2008 1550 1564
    • (2008) IEEE Transactions on Fuzzy Systems , vol.16 , Issue.6 , pp. 1550-1564
    • Mendel, J.M.1    Wu, D.2
  • 92
    • 0001296806 scopus 로고
    • Some properties of fuzzy sets of type 2
    • M. Mizumoto, and K. Tanaka Some properties of fuzzy sets of type 2 Information Control 31 1976 312 340
    • (1976) Information Control , vol.31 , pp. 312-340
    • Mizumoto, M.1    Tanaka, K.2
  • 93
    • 79959920301 scopus 로고    scopus 로고
    • Decision making with extended fuzzy linguistic computing, with applications to new product development and survey analysis
    • S.-C. Ngan Decision making with extended fuzzy linguistic computing, with applications to new product development and survey analysis Expert Systems with Applications 38 11 2011 14052 14059
    • (2011) Expert Systems with Applications , vol.38 , Issue.11 , pp. 14052-14059
    • Ngan, S.-C.1
  • 94
    • 74149083305 scopus 로고    scopus 로고
    • A flexible consensus scheme for multicriteria group decision making under linguistic assessments
    • R.O. Parreiras, P.Ya. Ekel, J.S.C. Martini, and R.M. Palhares A flexible consensus scheme for multicriteria group decision making under linguistic assessments Information Sciences 180 7 2010 1075 1089
    • (2010) Information Sciences , vol.180 , Issue.7 , pp. 1075-1089
    • Parreiras, R.O.1    Ekel, P.Ya.2    Martini, J.S.C.3    Palhares, R.M.4
  • 98
    • 70449533851 scopus 로고    scopus 로고
    • Dealing with incomplete information in a fuzzy linguistic recommender system to disseminate information in university digital libraries
    • C. Porcel, and E. Herrera-Viedma Dealing with incomplete information in a fuzzy linguistic recommender system to disseminate information in university digital libraries Knowledge-Based Systems 23 1 2010 32 39
    • (2010) Knowledge-Based Systems , vol.23 , Issue.1 , pp. 32-39
    • Porcel, C.1    Herrera-Viedma, E.2
  • 99
    • 58349107671 scopus 로고    scopus 로고
    • A recommender system for research resources based on fuzzy linguistic modeling
    • C. Porcel, A.G. López-Herrera, and E. Herrera-Viedma A recommender system for research resources based on fuzzy linguistic modeling Expert Systems with Applications 36 3, Part 1 2009 5173 5183
    • (2009) Expert Systems with Applications , vol.36 , Issue.3 PART 1 , pp. 5173-5183
    • Porcel, C.1    López-Herrera, A.G.2    Herrera-Viedma, E.3
  • 100
    • 80055043595 scopus 로고    scopus 로고
    • A hybrid recommender system for the selective dissemination of research resources in a technology transfer office
    • C. Porcel, A. Tejeda-Lorente, M.A. Martínez, and E. Herrera-Viedma A hybrid recommender system for the selective dissemination of research resources in a technology transfer office Information Sciences 184 1 2012 1 19
    • (2012) Information Sciences , vol.184 , Issue.1 , pp. 1-19
    • Porcel, C.1    Tejeda-Lorente, A.2    Martínez, M.A.3    Herrera-Viedma, E.4
  • 101
    • 77953988900 scopus 로고    scopus 로고
    • Using linguistic incomplete preference relations to cold start recommendations
    • R.M. Rodríguez, M. Espinilla, P.J. Sánchez, and L. Martínez Using linguistic incomplete preference relations to cold start recommendations Internet Research 20 3 2010 296 315
    • (2010) Internet Research , vol.20 , Issue.3 , pp. 296-315
    • Rodríguez, R.M.1    Espinilla, M.2    Sánchez, P.J.3    Martínez, L.4
  • 108
    • 0027544110 scopus 로고
    • A fuzzy-logic-based approach to qualitative modeling
    • M. Sugeno, and T. Yasukawa A fuzzy-logic-based approach to qualitative modeling IEEE Transactions on Fuzzy Systems 1 1 1993 7 31
    • (1993) IEEE Transactions on Fuzzy Systems , vol.1 , Issue.1 , pp. 7-31
    • Sugeno, M.1    Yasukawa, T.2
  • 109
    • 39849083178 scopus 로고    scopus 로고
    • A group decision support approach to evaluate experts for R&D project selection
    • DOI 10.1109/TEM.2007.912934
    • Y.H. Sun, J. Ma, Z.P. Fan, and J. Wang A group decision support approach to evaluate experts for R& D project selection IEEE Transactions on Engineering Management 55 1 2008 158 170 (Pubitemid 351314647)
    • (2008) IEEE Transactions on Engineering Management , vol.55 , Issue.1 , pp. 158-170
    • Sun, Y.-H.1    Ma, J.2    Fan, Z.-P.3    Wang, J.4
  • 110
    • 56749131438 scopus 로고    scopus 로고
    • A new evaluation model for intellectual capital based on computing with linguistic variable
    • W.S. Tai, and C.T. Chen A new evaluation model for intellectual capital based on computing with linguistic variable Expert Systems with Applications 36 2 2009 3483 3488
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 3483-3488
    • Tai, W.S.1    Chen, C.T.2
  • 111
    • 0035306806 scopus 로고    scopus 로고
    • Aggregation of linguistic labels when semantics is based on antonyms
    • DOI 10.1002/int.1021
    • V. Torra Aggregation of linguistic labels when semantics is based on antonyms International Journal of Intelligent Systems 16 2001 513 524 (Pubitemid 32416030)
    • (2001) International Journal of Intelligent Systems , vol.16 , Issue.4 , pp. 513-524
    • Torra, V.1
  • 114
    • 33745130357 scopus 로고    scopus 로고
    • A new version of 2-tuple fuzzy linguistic representation model for computing with words
    • DOI 10.1109/TFUZZ.2006.876337
    • J.H. Wang, and J. Hao A new version of 2-tuple fuzzy linguistic representation model for computing with words IEEE Transactions on Fuzzy Systems 14 3 2006 435 445 (Pubitemid 43898885)
    • (2006) IEEE Transactions on Fuzzy Systems , vol.14 , Issue.3 , pp. 435-445
    • Wang, J.-H.1    Hao, J.2
  • 115
    • 34548280385 scopus 로고    scopus 로고
    • An approach to computing with words based on canonical characteristic values of linguistic labels
    • DOI 10.1109/TFUZZ.2006.889844
    • J.H. Wang, and J. Hao An approach to computing with words based on canonical characteristic values of linguistic labels IEEE Transactions on Fuzzy Systems 15 4 2007 593 604 (Pubitemid 47316712)
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.4 , pp. 593-604
    • Wang, J.-H.1    Hao, J.2
  • 116
    • 0009058811 scopus 로고    scopus 로고
    • Wiley Series on Intelligent Systems John Wiley & Sons, Inc
    • P.P. Wang Computing with Words Wiley Series on Intelligent Systems 2001 John Wiley & Sons, Inc.
    • (2001) Computing with Words
    • Wang, P.P.1
  • 117
    • 56749105405 scopus 로고    scopus 로고
    • Toward developing agility evaluation of mass customization systems using 2-tuple linguistic computing
    • W.P. Wang Toward developing agility evaluation of mass customization systems using 2-tuple linguistic computing Expert Systems with Applications 36 2 2009 3439 3447
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 3439-3447
    • Wang, W.P.1
  • 118
    • 84855900986 scopus 로고    scopus 로고
    • Some dependent aggregation operators with 2-tuple linguistic information and their application to multiple attribute group decision making
    • G. Wei, and X. Zhao Some dependent aggregation operators with 2-tuple linguistic information and their application to multiple attribute group decision making Expert Systems with Applications 39 5 2012 5881 5886
    • (2012) Expert Systems with Applications , vol.39 , Issue.5 , pp. 5881-5886
    • Wei, G.1    Zhao, X.2
  • 119
    • 65249184382 scopus 로고    scopus 로고
    • Uncertain linguistic hybrid geometric mean operator and its application to group decision making under uncertain linguistic environment
    • G.W. Wei Uncertain linguistic hybrid geometric mean operator and its application to group decision making under uncertain linguistic environment International Journal of Uncertainty Fuzziness and Knowledge-Based Systems 17 2 2009 251 267
    • (2009) International Journal of Uncertainty Fuzziness and Knowledge-Based Systems , vol.17 , Issue.2 , pp. 251-267
    • Wei, G.W.1
  • 120
    • 82555200757 scopus 로고    scopus 로고
    • Some harmonic aggregation operators with 2-tuple linguistic assessment information and their application to multiple attribute group decision making
    • G.W. Wei;Some harmonic aggregation operators with 2-tuple linguistic assessment information and their application to multiple attribute group decision making International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 19 6 2011 977 998
    • (2011) International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems , vol.19 , Issue.6 , pp. 977-998
    • Wei, G.W.1
  • 122
    • 79955799693 scopus 로고    scopus 로고
    • Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment
    • Y. Xu, and H. Wang Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment Applied Soft Computing Journal 11 5 2011 3988 3997
    • (2011) Applied Soft Computing Journal , vol.11 , Issue.5 , pp. 3988-3997
    • Xu, Y.1    Wang, H.2
  • 123
    • 77951179210 scopus 로고    scopus 로고
    • Standard and mean deviation methods for linguistic group decision making and their applications
    • Y.J. Xu, and Q.L. Da Standard and mean deviation methods for linguistic group decision making and their applications Expert Systems with Applications 37 8 2010 5905 5912
    • (2010) Expert Systems with Applications , vol.37 , Issue.8 , pp. 5905-5912
    • Xu, Y.J.1    Da, Q.L.2
  • 124
    • 70449526532 scopus 로고    scopus 로고
    • A method for fuzzy risk analysis based on the new similarity of trapezoidal fuzzy numbers
    • Z. Xu, S. Shang, W. Qian, and W. Shu A method for fuzzy risk analysis based on the new similarity of trapezoidal fuzzy numbers Expert Systems with Applications 37 3 2010 1920 1927
    • (2010) Expert Systems with Applications , vol.37 , Issue.3 , pp. 1920-1927
    • Xu, Z.1    Shang, S.2    Qian, W.3    Shu, W.4
  • 125
    • 4944244985 scopus 로고    scopus 로고
    • A method based on linguistic aggregation operators for group decision making with linguistic preference relations
    • Z.S. Xu A method based on linguistic aggregation operators for group decision making with linguistic preference relations Information Sciences 166 1-4 2004 19 30
    • (2004) Information Sciences , vol.166 , Issue.14 , pp. 19-30
    • Xu, Z.S.1
  • 126
    • 84989486150 scopus 로고
    • A new methodology for ordinal multiobjective decisions based on fuzzy sets
    • R.R. Yager A new methodology for ordinal multiobjective decisions based on fuzzy sets Decision Sciences 12 1981 589 600
    • (1981) Decision Sciences , vol.12 , pp. 589-600
    • Yager, R.R.1
  • 128
    • 0002053042 scopus 로고
    • Non-numeric multi-criteria multi-person decision making
    • R.R. Yager Non-numeric multi-criteria multi-person decision making Group Decision and Negotiation 2 1 1993 81 93
    • (1993) Group Decision and Negotiation , vol.2 , Issue.1 , pp. 81-93
    • Yager, R.R.1
  • 132
    • 49849102490 scopus 로고    scopus 로고
    • Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis
    • H.B. Yan, V.N. Huynh, T. Murai, and Y. Nakamori Kansei evaluation based on prioritized multi-attribute fuzzy target-oriented decision analysis Information Sciences 178 21 2008 4080 4093
    • (2008) Information Sciences , vol.178 , Issue.21 , pp. 4080-4093
    • Yan, H.B.1    Huynh, V.N.2    Murai, T.3    Nakamori, Y.4
  • 133
    • 34147166148 scopus 로고    scopus 로고
    • A modified two-tuple FLC model for evaluating the performance of SCM: By the six sigma DMAIC process
    • D.Y. Yeh, C.H. Cheng, and M.L. Chi A modified two-tuple FLC model for evaluating the performance of SCM: by the six sigma DMAIC process Applied Soft Computing 7 3 2007 1027 1034
    • (2007) Applied Soft Computing , vol.7 , Issue.3 , pp. 1027-1034
    • Yeh, D.Y.1    Cheng, C.H.2    Chi, M.L.3
  • 136
    • 0016458950 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning. Part i
    • L. Zadeh The concept of a linguistic variable and its application to approximate reasoning. Part I Information Sciences 8 3 1975 199 249
    • (1975) Information Sciences , vol.8 , Issue.3 , pp. 199-249
    • Zadeh, L.1
  • 137
    • 0016459349 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning. Part II
    • L. Zadeh The concept of a linguistic variable and its application to approximate reasoning. Part II Information Sciences 8 4 1975 301 357
    • (1975) Information Sciences , vol.8 , Issue.4 , pp. 301-357
    • Zadeh, L.1
  • 138
    • 0016631726 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning. Part III
    • L. Zadeh The concept of a linguistic variable and its application to approximate reasoning. Part III Information Sciences 9 1 1975 43 80
    • (1975) Information Sciences , vol.9 , Issue.1 , pp. 43-80
    • Zadeh, L.1
  • 139
    • 0030142764 scopus 로고    scopus 로고
    • Fuzzy logic = computing with words
    • PII S1063670696032833
    • L. Zadeh Fuzzy logic = computing with words IEEE Transactions on Fuzzy Systems 94 2 1996 103 111 (Pubitemid 126780540)
    • (1996) IEEE Transactions on Fuzzy Systems , vol.4 , Issue.2 , pp. 103-111
    • Zadeh, L.A.1
  • 141
    • 84855463300 scopus 로고    scopus 로고
    • Multiple attributes group decision making method based on two-tuple linguistic information processing
    • Z. Zhang, and C.-H. Guo Multiple attributes group decision making method based on two-tuple linguistic information processing Kongzhi yu Juece/Control and Decision 26 12 2011 1881 1885
    • (2011) Kongzhi Yu Juece/Control and Decision , vol.26 , Issue.12 , pp. 1881-1885
    • Zhang, Z.1    Guo, C.-H.2
  • 142
    • 79960451814 scopus 로고    scopus 로고
    • Risk assessment model with 2-tuple temporal linguistic variable
    • S. Zhou, W. Chang, and Z. Xiong Risk assessment model with 2-tuple temporal linguistic variable Applied Mechanics and Materials 58-60 2011 2540 2545
    • (2011) Applied Mechanics and Materials , vol.58-60 , pp. 2540-2545
    • Zhou, S.1    Chang, W.2    Xiong, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.