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Volumn 40, Issue 16, 2013, Pages 6491-6507

Soft computing applications in customer segmentation: State-of-art review and critique

Author keywords

Customer segmentation; Data mining; Segmentation review; Soft computing in segmentation

Indexed keywords

CUSTOMER SEGMENTATION; DATA ANALYSIS TECHNIQUES; DATABASE TECHNOLOGY; EMPIRICAL STUDIES; MACHINE LEARNING RESEARCH; SOFT COMPUTING APPLICATIONS; SOFTCOMPUTING TECHNIQUES; STRATEGIC MARKETING;

EID: 84879524225     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2013.05.052     Document Type: Review
Times cited : (67)

References (168)
  • 1
    • 33745440109 scopus 로고    scopus 로고
    • Market segmentation in the Indonesian banking sector: The relationship between demographics and desired customer benefits
    • L. Alfansi, and A. Sargeant Market segmentation in the Indonesian banking sector: the relationship between demographics and desired customer benefits International Journal of Bank Marketing 18 2000 64 74
    • (2000) International Journal of Bank Marketing , vol.18 , pp. 64-74
    • Alfansi, L.1    Sargeant, A.2
  • 2
    • 18244382058 scopus 로고    scopus 로고
    • Ethical segmentation of consumers in developing countries: A comparative analysis
    • DOI 10.1108/02651330510593287
    • J.A. Al-Khatib, A.A. Stanton, and M.Y.A. Rawwas Ethical segmentation of consumers in developing countries: a comparative analysis International Marketing Review 22 2005 225 246 (Pubitemid 40631051)
    • (2005) International Marketing Review , vol.22 , Issue.2 , pp. 225-246
    • Al-Khatib, J.A.1    Stanton, A.D.2    Rawwas, M.Y.A.3
  • 4
    • 0002828975 scopus 로고
    • Approaches to market segmentation analysis
    • H. Assael, and A.M. Roscoe Approaches to market segmentation analysis Journal of Marketing 40 1976 67 76
    • (1976) Journal of Marketing , vol.40 , pp. 67-76
    • Assael, H.1    Roscoe, A.M.2
  • 5
    • 77957376126 scopus 로고    scopus 로고
    • Segmentation and customer insight in contemporary services marketing practice: Why grouping customers is no longer enough
    • C. Bailey, P.R. Baines, H. Wilson, and M. Clark Segmentation and customer insight in contemporary services marketing practice: why grouping customers is no longer enough Journal of Marketing Management 25 2009 227 252
    • (2009) Journal of Marketing Management , vol.25 , pp. 227-252
    • Bailey, C.1    Baines, P.R.2    Wilson, H.3    Clark, M.4
  • 6
    • 0030572650 scopus 로고    scopus 로고
    • Comparative performance of the FSCL neural net and K-means algorithm for market segmentation
    • DOI 10.1016/0377-2217(96)00046-X, PII S037722179600046X
    • P.V.S. Balakrishnan, M.C. Cooper, V.S. Jacob, and P.A. Lewis Comparative performance of the FSCL neural net and k-means algorithm for market segmentation European Journal of Operational Research 93 1996 346 357 (Pubitemid 126389288)
    • (1996) European Journal of Operational Research , vol.93 , Issue.2 , pp. 346-357
    • Balakrishnan, P.V.1    Cooper, M.C.2    Jacob, V.S.3    Lewis, P.A.4
  • 7
  • 13
    • 0000400618 scopus 로고
    • The contributions of marketing to strategic management
    • E.R. Biggadike The contributions of marketing to strategic management Academy of Management Review 6 1981 621 632
    • (1981) Academy of Management Review , vol.6 , pp. 621-632
    • Biggadike, E.R.1
  • 14
    • 14544293986 scopus 로고    scopus 로고
    • Market segmentation. A neural network application
    • DOI 10.1016/j.annals.2004.05.001, PII S0160738304001033
    • J.Z. Bloom Market segmentation: a neural network application Annals of Tourism Research 32 2005 93 111 (Pubitemid 40306692)
    • (2005) Annals of Tourism Research , vol.32 , Issue.1 , pp. 93-111
    • Bloom, J.Z.1
  • 15
    • 0036743578 scopus 로고    scopus 로고
    • A taxonomy of differences between consumers for market segmentation
    • T. Bock, and M. Uncles A taxonomy of differences between consumers for market segmentation International Journal of Research in Marketing 19 2002 215 224
    • (2002) International Journal of Research in Marketing , vol.19 , pp. 215-224
    • Bock, T.1    Uncles, M.2
  • 16
    • 0033359312 scopus 로고    scopus 로고
    • Hybrid soft computing systems: Industrial and commercial applications
    • DOI 10.1109/5.784245
    • P. Bonissone, Y. Chen, K. Goebel, and P.S. Khedkar Hybrid soft computing systems: industrial and commercial applications Proceeding of the IEEE 1999 1641 1667 (Pubitemid 30503434)
    • (1999) Proceedings of the IEEE , vol.87 , Issue.9 , pp. 1641-1667
    • Bonissone, P.P.1    Chen, Y.U.-T.O.2    Goebel, K.3    Khedkar, P.S.4
  • 17
    • 0032093405 scopus 로고    scopus 로고
    • A rough set approach to attribute generalization in data mining
    • C.C. Chan A rough set approach to attribute generalization in data mining Journal of Information Sciences 107 1998 169 176
    • (1998) Journal of Information Sciences , vol.107 , pp. 169-176
    • Chan, C.C.1
  • 18
    • 38649124594 scopus 로고    scopus 로고
    • Intelligent value-based customer segmentation method for campaign management: A case study of automobile retailer
    • DOI 10.1016/j.eswa.2007.05.043, PII S0957417407001686
    • C.C. Chan Intelligent value-based customer segmentation method for campaign management: A case study of automobile retailer Expert Systems with Applications 34 2008 2754 2762 (Pubitemid 351173781)
    • (2008) Expert Systems with Applications , vol.34 , Issue.4 , pp. 2754-2762
    • Chan, C.C.H.1
  • 19
    • 0035340352 scopus 로고    scopus 로고
    • Mining association rules procedure to support on-line recommendation by customers and products fragmentation
    • DOI 10.1016/S0957-4174(01)00017-3, PII S0957417401000173
    • S.W. Changchien, and T.Z. Lu Mining association rules procedure to support on-line recommendation by customers and products fragmentation Expert Systems with Applications 20 2001 325 335 (Pubitemid 32404843)
    • (2001) Expert Systems with Applications , vol.20 , Issue.4 , pp. 325-335
    • Changchien S.Wesley1    Lu, T.-C.2
  • 20
  • 21
    • 10144244376 scopus 로고    scopus 로고
    • Developing a travel segmentation methodology: A criterion-based approach
    • J.S. Chen Developing a travel segmentation methodology: a criterion-based approach Journal of Hospitality & Tourism Research 27 2003 310 327
    • (2003) Journal of Hospitality & Tourism Research , vol.27 , pp. 310-327
    • Chen, J.S.1
  • 22
    • 58349096072 scopus 로고    scopus 로고
    • Classifying the segmentation of customer value via RFM model and RS theory
    • C.-H. Cheng, and Y.-S. Chen Classifying the segmentation of customer value via RFM model and RS theory Expert Systems with Applications 36 2009 4176 4184
    • (2009) Expert Systems with Applications , vol.36 , pp. 4176-4184
    • Cheng, C.-H.1    Chen, Y.-S.2
  • 23
    • 0000149085 scopus 로고
    • A review of industrial market segmentation research and a proposal for an integrated segmentation framework
    • E.J. Cheron, and E.J. Kleinschmidt A review of industrial market segmentation research and a proposal for an integrated segmentation framework International Journal of Research in Marketing 2 1985 101 115
    • (1985) International Journal of Research in Marketing , vol.2 , pp. 101-115
    • Cheron, E.J.1    Kleinschmidt, E.J.2
  • 24
    • 0036468125 scopus 로고    scopus 로고
    • A case-based customer classification approach for direct marketing
    • DOI 10.1016/S0957-4174(01)00052-5, PII S0957417401000525
    • C. Chiu A case-based customer classification approach for direct marketing Expert Systems with Applications 22 2002 163 168 (Pubitemid 34100301)
    • (2002) Expert Systems with Applications , vol.22 , Issue.2 , pp. 163-168
    • Chiu, C.1
  • 25
    • 58349090243 scopus 로고    scopus 로고
    • An intelligent market segmentation system using k-means and particle swarm optimization
    • C.-Y. Chiu, Y.-F. Chen, I. Kuo, and H.C. Kun An intelligent market segmentation system using k-means and particle swarm optimization Expert Systems with Applications 36 2009 4558 4565
    • (2009) Expert Systems with Applications , vol.36 , pp. 4558-4565
    • Chiu, C.-Y.1    Chen, Y.-F.2    Kuo, I.3    Kun, H.C.4
  • 27
    • 4043077037 scopus 로고    scopus 로고
    • A new cluster validity measure and its application to image compression
    • C. Chou, M. Su, and E. Lai A new cluster validity measure and its application to image compression Pattern Analysis and Applications 7 2004 205 220 (Pubitemid 39057146)
    • (2004) Pattern Analysis and Applications , vol.7 , Issue.2 , pp. 205-220
    • Chou, C.-H.1    Su, M.-C.2    Lai, E.3
  • 28
    • 2542452092 scopus 로고    scopus 로고
    • Three representative market segmentation methodologies for hotel guest room customers
    • DOI 10.1016/S0261-5177(03)00115-8, PII S0261517703001158
    • K.Y. Chung, S.Y. Oh, S.S. Kim, and S.Y. Han Three representative market segmentation methodologies for hotel guest room customers Tourism Management 24 2004 429 441 (Pubitemid 38688806)
    • (2004) Tourism Management , vol.25 , Issue.4 , pp. 429-441
    • Chung, K.Y.1    Oh, S.Y.2    Kim, S.S.3    Han, S.Y.4
  • 30
    • 0031270141 scopus 로고    scopus 로고
    • Using neural networks for data mining
    • PII S0167739X97000228
    • M.W. Craven, and J.W. Shavlik Using neural networks for data mining Future Generation Computer Systems 13 1997 211 229 (Pubitemid 127403232)
    • (1997) Future Generation Computer Systems , vol.13 , Issue.2-3 , pp. 211-229
    • Craven, M.W.1    Shavlik, J.W.2
  • 31
    • 11244353294 scopus 로고    scopus 로고
    • A methodology for dynamic data mining based on fuzzy clustering
    • DOI 10.1016/j.fss.2004.03.028, PII S016501140400140X
    • F. Crespo, and R. Weber A methodology for dynamic data mining based on fuzzy clustering Fuzzy Sets and Systems 150 2005 267 284 (Pubitemid 40056021)
    • (2005) Fuzzy Sets and Systems , vol.150 , Issue.2 , pp. 267-284
    • Crespo, F.1    Weber, R.2
  • 33
    • 53549096767 scopus 로고    scopus 로고
    • Estimating multiple consumer segment ideal points from context-dependent survey data
    • W.S. Desarbo, A.S. Atalay, D. Lebaron, and S.J. Blanchard Estimating multiple consumer segment ideal points from context-dependent survey data Journal of Consumer Research 35 2008 142 153
    • (2008) Journal of Consumer Research , vol.35 , pp. 142-153
    • Desarbo, W.S.1    Atalay, A.S.2    Lebaron, D.3    Blanchard, S.J.4
  • 34
    • 0009076101 scopus 로고
    • Expanding the scope of segmentation research
    • N.K. Dhalla, and W.H. Mahatoo Expanding the scope of segmentation research Journal of Marketing 40 1976 34 41
    • (1976) Journal of Marketing , vol.40 , pp. 34-41
    • Dhalla, N.K.1    Mahatoo, W.H.2
  • 35
    • 34548533999 scopus 로고    scopus 로고
    • Latent class modeling of website users' search patterns: Implications for online market segmentation
    • DOI 10.1016/j.jretconser.2007.02.007, PII S0969698907000203, Data Mining Applications in Retailing and Consumer Services
    • J.G. Dias, and J.K. Vermunt Latent class modeling of website users' search patterns: implications for online market segmentation Journal of Retailing and Consumer Services 14 2007 359 368 (Pubitemid 47381233)
    • (2007) Journal of Retailing and Consumer Services , vol.14 , Issue.6 , pp. 359-368
    • Dias, J.G.1    Vermunt, J.K.2
  • 36
    • 84917263392 scopus 로고
    • Developing a decision tool for identifying operational and attractive segments
    • S. Dibb Developing a decision tool for identifying operational and attractive segments Journal of Strategic Marketing 3 1995 189 203
    • (1995) Journal of Strategic Marketing , vol.3 , pp. 189-203
    • Dibb, S.1
  • 37
    • 84916967873 scopus 로고    scopus 로고
    • Criteria guiding segmentation implementation: Reviewing the evidence
    • S. Dibb Criteria guiding segmentation implementation: reviewing the evidence Journal of Strategic Marketing 7 1999 107 129
    • (1999) Journal of Strategic Marketing , vol.7 , pp. 107-129
    • Dibb, S.1
  • 39
    • 77951719260 scopus 로고    scopus 로고
    • Judging the quality of customer segments: Segmentation effectiveness
    • S. Dibb, and L. Simkin Judging the quality of customer segments: segmentation effectiveness Journal of Strategic Marketing 18 2010 113 131
    • (2010) Journal of Strategic Marketing , vol.18 , pp. 113-131
    • Dibb, S.1    Simkin, L.2
  • 40
    • 36148970079 scopus 로고    scopus 로고
    • Clustering people according to their preference criteria
    • DOI 10.1016/j.eswa.2006.12.005, PII S0957417406004088
    • J. Diez, J.J. Coz, O. Luacez, and A. Bahamonde Clustering people according to their preference criteria Expert Systems with Applications 34 2008 1274 1284 (Pubitemid 350117490)
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 1274-1284
    • Diez, J.1    Del Coz, J.J.2    Luaces, O.3    Bahamonde, A.4
  • 41
    • 0036011451 scopus 로고    scopus 로고
    • An examination of indexes for determining the number of clusters in binary data sets
    • E. Dimitriadou, S. Dolnicar, and A. Weingessel An examination of indexes for determining the number of clusters in binary data sets Psychometrika 67 2002 137 160
    • (2002) Psychometrika , vol.67 , pp. 137-160
    • Dimitriadou, E.1    Dolnicar, S.2    Weingessel, A.3
  • 42
    • 77957240243 scopus 로고    scopus 로고
    • A review of unquestioned standards in using cluster analysis for data-driven market segmentation
    • Dolnicar, S. (2002). A review of unquestioned standards in using cluster analysis for data-driven market segmentation. In Australian and New Zealand marketing academy conference.
    • (2002) Australian and New Zealand Marketing Academy Conference
    • Dolnicar, S.1
  • 43
    • 27944452898 scopus 로고    scopus 로고
    • Using cluster analysis for market segmentation - Typical misconceptions, established methodological weaknesses and some recommendations for improvement
    • S. Dolnicar Using cluster analysis for market segmentation - typical misconceptions, established methodological weaknesses and some recommendations for improvement Journal of Market Research 11 2003 5 12
    • (2003) Journal of Market Research , vol.11 , pp. 5-12
    • Dolnicar, S.1
  • 44
    • 1042266954 scopus 로고    scopus 로고
    • Beyond "Commonsense segmentation": A systematics of segmentation approaches in tourism
    • DOI 10.1177/0047287503258830
    • S. Dolnicar Beyond commonsense segmentation: a systematics of segmentation approaches in tourism Journal of Travel Research 42 2004 244 250 (Pubitemid 38193293)
    • (2004) Journal of Travel Research , vol.42 , Issue.3 , pp. 244-250
    • Dolnicar, S.1
  • 45
    • 58149180687 scopus 로고    scopus 로고
    • To segment or not to segment?: An investigation of segmentation strategy success under varying market conditions
    • S. Dolnicar, R. Freitag, and M. Randle To segment or not to segment?: an investigation of segmentation strategy success under varying market conditions Australasian Marketing Journal 13 2005 20 35
    • (2005) Australasian Marketing Journal , vol.13 , pp. 20-35
    • Dolnicar, S.1    Freitag, R.2    Randle, M.3
  • 46
    • 0012582658 scopus 로고    scopus 로고
    • Industrial applications of soft computing: A review
    • Y. Dote, and S.J. Ovaska Industrial applications of soft computing: a review Proceeding of the IEEE 2001 1243 1265
    • (2001) Proceeding of the IEEE , pp. 1243-1265
    • Dote, Y.1    Ovaska, S.J.2
  • 47
    • 0002190773 scopus 로고
    • Market segmentation and positioning in specialized industrial markets
    • P. Doyle, and J. Saunders Market segmentation and positioning in specialized industrial markets Journal of Marketing Research 49 1985 24 32
    • (1985) Journal of Marketing Research , vol.49 , pp. 24-32
    • Doyle, P.1    Saunders, J.2
  • 48
    • 0002370449 scopus 로고    scopus 로고
    • Soft computing, fuzzy logic, and artificial intelligence
    • DOI 10.1007/s005000050025
    • D. Dubois, and H. Prade Soft computing, fuzzy logic and artificial intelligence Soft Computing 2 1998 7 11 (Pubitemid 128068992)
    • (1998) SOFT COMPUTING , vol.2 , Issue.1 , pp. 7-11
    • Dubois, D.1    Prade, H.2
  • 50
    • 0012834533 scopus 로고    scopus 로고
    • Why so many clustering algorithms - A position paper
    • V. Estivill-Castro Why so many clustering algorithms - a position paper SIGKDD Explorations 4 2002 65 75
    • (2002) SIGKDD Explorations , vol.4 , pp. 65-75
    • Estivill-Castro, V.1
  • 51
    • 0001550594 scopus 로고
    • Artificial neural networks: A new methodology for industrial market segmentation
    • K. Fish, J. Barnes, and M. Aiken Artificial neural networks: a new methodology for industrial market segmentation Industrial Marketing Management 24 1995 432 438
    • (1995) Industrial Marketing Management , vol.24 , pp. 432-438
    • Fish, K.1    Barnes, J.2    Aiken, M.3
  • 52
    • 0012141368 scopus 로고    scopus 로고
    • A survey of evolutionary algorithms for data mining and knowledge discovery
    • A. Ghosh, S.S. Tsutsui, Springer Verlag Berlin
    • A.A FREITAS A survey of evolutionary algorithms for data mining and knowledge discovery A. Ghosh, S.S. Tsutsui, Advances in evolutionary computation 2002 Springer Verlag Berlin
    • (2002) Advances in Evolutionary Computation
    • Freitas, A.A.1
  • 54
    • 2442699339 scopus 로고    scopus 로고
    • Multi-objective rule mining using genetic algorithms
    • A. Ghosh, and N. Bhabesh Multi-objective rule mining using genetic algorithms Information Sciences 163 2004 123 133
    • (2004) Information Sciences , vol.163 , pp. 123-133
    • Ghosh, A.1    Bhabesh, N.2
  • 57
    • 84879533330 scopus 로고    scopus 로고
    • The basis of market segmentation: A critical review of literature
    • S. Goyat The basis of market segmentation: a critical review of literature European Journal of Business and Management 3 2011 45 54
    • (2011) European Journal of Business and Management , vol.3 , pp. 45-54
    • Goyat, S.1
  • 58
    • 0003178524 scopus 로고
    • A new approach to market segmentation
    • P.E. Green A new approach to market segmentation Business Horizons 20 1977 61 73
    • (1977) Business Horizons , vol.20 , pp. 61-73
    • Green, P.E.1
  • 59
    • 84913202140 scopus 로고
    • Segment congruence analysis: A method for analysing association among alternative bases for market segmentation
    • P.E. Green, and F.J. Carmone Segment congruence analysis: a method for analysing association among alternative bases for market segmentation Journal of Consumer Research 3 1977 217 222
    • (1977) Journal of Consumer Research , vol.3 , pp. 217-222
    • Green, P.E.1    Carmone, F.J.2
  • 61
    • 0003189329 scopus 로고
    • Segmenting markets with conjoint analysis
    • P.E. Green, and A.M. Krieger Segmenting markets with conjoint analysis Journal of Marketing 55 1991 20 31
    • (1991) Journal of Marketing , vol.55 , pp. 20-31
    • Green, P.E.1    Krieger, A.M.2
  • 63
    • 0032207398 scopus 로고    scopus 로고
    • Rough set extension of Tcl for data mining
    • PII S0950705198000422
    • G. Griffin, and Z. Chen Rough set extension of Tcl for data mining Knowledge-Based Systems 11 1998 249 253 (Pubitemid 128415444)
    • (1998) Knowledge-Based Systems , vol.11 , Issue.3-4 , pp. 249-253
    • Griffin, G.1    Chen, Z.2
  • 64
    • 34250856277 scopus 로고    scopus 로고
    • Applying knowledge engineering techniques to customer analysis in the service industry
    • DOI 10.1016/j.aei.2006.12.001, PII S147403460700002X, Applications Eligible for Data Mining
    • S.H. Ha Applying knowledge engineering techniques to customer analysis in the service industry Advanced Engineering Informatics 21 2007 293 301 (Pubitemid 46991416)
    • (2007) Advanced Engineering Informatics , vol.21 , Issue.3 , pp. 293-301
    • Ha, S.H.1
  • 65
    • 0002161007 scopus 로고
    • Benefit segmentation: A decision-oriented research tool
    • R.I. Haley Benefit segmentation: a decision-oriented research tool Journal of Marketing 32 1968 30 35
    • (1968) Journal of Marketing , vol.32 , pp. 30-35
    • Haley, R.I.1
  • 66
    • 0002253555 scopus 로고
    • Market definition and segmentation using fuzzy clustering methods
    • H. Hruschka Market definition and segmentation using fuzzy clustering methods International Journal of Research in Marketing 3 1986 117 134
    • (1986) International Journal of Research in Marketing , vol.3 , pp. 117-134
    • Hruschka, H.1
  • 67
    • 0348223631 scopus 로고    scopus 로고
    • Market segmentation by maximum likelihood clustering using choice elasticities
    • H. Hruschka, W. Fettes, and M. Probst Market segmentation by maximum likelihood clustering using choice elasticities European Journal of Operational Research 154 2004 779 786
    • (2004) European Journal of Operational Research , vol.154 , pp. 779-786
    • Hruschka, H.1    Fettes, W.2    Probst, M.3
  • 68
    • 0033116873 scopus 로고    scopus 로고
    • Comparing performance of feed-forward neural nets and k-means for cluster-based market segmentation
    • H. Hruschka, and M. Natter Comparing performance of feed-forward neural nets and k-means for cluster-based market segmentation European Journal of Operational Research 114 1999 346 353
    • (1999) European Journal of Operational Research , vol.114 , pp. 346-353
    • Hruschka, H.1    Natter, M.2
  • 69
    • 16244385847 scopus 로고
    • Discovery of decision rules in relational databases: A rough set approach
    • 1994 Galtherburg
    • Hu, X. & Cercone, N. (1994). Discovery of decision rules in relational databases: a rough set approach. In CIKM'94, 1994 Galtherburg (pp. 392-400).
    • (1994) CIKM'94 , pp. 392-400
    • Hu, X.1    Cercone, N.2
  • 71
    • 0141457948 scopus 로고    scopus 로고
    • A fuzzy-based customer classification method for demand-responsive logistical distribution operations
    • T. Hu, and J. Sheu A fuzzy-based customer classification method for demand-responsive logistical distribution operations Fuzzy Sets and Systems 139 2003 431 459
    • (2003) Fuzzy Sets and Systems , vol.139 , pp. 431-459
    • Hu, T.1    Sheu, J.2
  • 72
    • 34248547170 scopus 로고    scopus 로고
    • Market segmentation based on hierarchical self-organizing map for markets of multimedia on demand
    • C. Hung, and C.-F. Tsai Market segmentation based on hierarchical self-organizing map for markets of multimedia on demand Expert Systems with Applications 2008 34
    • (2008) Expert Systems with Applications , pp. 34
    • Hung, C.1    Tsai, C.-F.2
  • 74
    • 0010194726 scopus 로고
    • Market segmentation: A strategic management tool
    • R.M. Johnson Market segmentation: a strategic management tool Journal of Marketing Research 8 1971 13 18
    • (1971) Journal of Marketing Research , vol.8 , pp. 13-18
    • Johnson, R.M.1
  • 75
    • 2942587224 scopus 로고    scopus 로고
    • Joint optimization of customer segmentation and marketing policy to maximize long-term profitability
    • J. Jonker, N. Piersma, and D.V. Poel Joint optimization of customer segmentation and marketing policy to maximize long-term profitability Expert Systems with Applications 27 2004 159 168
    • (2004) Expert Systems with Applications , vol.27 , pp. 159-168
    • Jonker, J.1    Piersma, N.2    Poel, D.V.3
  • 76
    • 0030373901 scopus 로고    scopus 로고
    • The application of cluster analysis in strategic management research: An analysis and critique
    • D.J.J. Ketchen, and C.L. Shook The application of cluster analysis in strategic management research: an analysis and critique Strategic Management Journal 17 1996 441 458 (Pubitemid 126482200)
    • (1996) Strategic Management Journal , vol.17 , Issue.6 , pp. 441-458
    • Ketchen Jr., D.J.1    Shook, C.L.2
  • 77
    • 36148984621 scopus 로고    scopus 로고
    • A recommender system using GA K-means clustering in an online shopping market
    • DOI 10.1016/j.eswa.2006.12.025, PII S0957417406004076
    • K. Kim, and H. Ahn A recommender system using GA k-means clustering in an online shopping market Expert Systems with Applications 34 2008 1200 1209 (Pubitemid 350117489)
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 1200-1209
    • Kim, K.-j.1    Ahn, H.2
  • 79
    • 33644780887 scopus 로고    scopus 로고
    • Customer segmentation and strategy development based on customer lifetime value: A case study
    • DOI 10.1016/j.eswa.2005.09.004, PII S0957417405001934
    • S.-Y. Kim, T.-S. Jung, E.-H. Suh, and H.-S. Hwang Customer segmentation and strategy development based on customer lifetime value: a case study Expert Systems with Applications 31 2006 101 107 (Pubitemid 43344266)
    • (2006) Expert Systems with Applications , vol.31 , Issue.1 , pp. 101-107
    • Kim, S.-Y.1    Jung, T.-S.2    Suh, E.-H.3    Hwang, H.-S.4
  • 80
    • 2342652260 scopus 로고    scopus 로고
    • An intelligent system for customer targeting: A data mining approach
    • Y. Kim, and W.N. Street An intelligent system for customer targeting: a data mining approach Decision Support Systems 37 2004 215 228
    • (2004) Decision Support Systems , vol.37 , pp. 215-228
    • Kim, Y.1    Street, W.N.2
  • 81
    • 14944368253 scopus 로고    scopus 로고
    • Customer targeting: A neural network approach guided by genetic algorithms
    • DOI 10.1287/mnsc.1040.0296
    • Y. Kim, W.N. Street, G.J. Russell, and F. Menczer Customer targeting: a neural network approach guided by genetic algorithms Management Science 51 2005 264 276 (Pubitemid 40360167)
    • (2005) Management Science , vol.51 , Issue.2 , pp. 264-276
    • Kim, Y.1    Street, W.N.2    Russell, G.J.3    Menczer, F.4
  • 84
    • 34250778775 scopus 로고    scopus 로고
    • Future trends in soft computing industrial applications
    • DOI 10.1109/FUZZY.2006.1681930, 1681930, 2006 IEEE International Conference on Fuzzy Systems
    • Kordon, A. K. (2006). Future trends in soft computing industrial applications. In IEEE international conference on fuzzy systems (pp. 1663-1670). (Pubitemid 46948973)
    • (2006) IEEE International Conference on Fuzzy Systems , pp. 1663-1670
    • Kordon, A.K.1
  • 87
    • 28544447753 scopus 로고    scopus 로고
    • Integration of self-organizing feature maps neural network and genetic K-means algorithm for market segmentation
    • DOI 10.1016/j.eswa.2005.07.036, PII S0957417405001594
    • R.J. Kuo, Y.L. An, H.S. Wang, and W.J. Chung Integration of self-organizing feature maps neural network and genetic K-means algorithm for market segmentation Expert Systems with Applications 30 2006 313 324 (Pubitemid 41745053)
    • (2006) Expert Systems with Applications , vol.30 , Issue.2 , pp. 313-324
    • Kuo, R.J.1    An, Y.L.2    Wang, H.S.3    Chung, W.J.4
  • 88
    • 0037061520 scopus 로고    scopus 로고
    • Cluster analysis in industrial market segmentation through artificial neural network
    • DOI 10.1016/S0360-8352(02)00048-7, PII S0360835202000487
    • R.J. Kuo, L.M. Ho, and C.M. Hu Cluster analysis in industrial market segmentation through artificial neural network Computers and Industrial Engineering 42 2002 391 399 (Pubitemid 34410766)
    • (2002) Computers and Industrial Engineering , vol.42 , Issue.2-4 , pp. 391-399
    • Kuo, R.J.1    Ho, L.M.2    Hu, C.M.3
  • 89
    • 0036722310 scopus 로고    scopus 로고
    • Integration of self-organizing feature map and K-means algorithm for market segmentation
    • DOI 10.1016/S0305-0548(01)00043-0, PII S0305054801000430
    • R.J. Kuo, L.M. Ho, and C.M. Hu Integration of self-organizing feature map and k-means algorithm for market segmentation Computers and Operations Research 29 2002 1475 1493 (Pubitemid 34573192)
    • (2002) Computers and Operations Research , vol.29 , Issue.11 , pp. 1475-1493
    • Kuo, R.J.1    Ho, L.M.2    Hu, C.M.3
  • 91
    • 0942299832 scopus 로고    scopus 로고
    • Segmentation of festival motivation by nationality and satisfaction
    • DOI 10.1016/S0261-5177(03)00060-8
    • C. Lee, Y. Lee, and B.E. Wicks Segmentation of festival motivation by nationality and satisfaction Tourism Management 25 2004 61 70 (Pubitemid 38144063)
    • (2004) Tourism Management , vol.25 , Issue.1 , pp. 61-70
    • Lee, C.-K.1    Lee, Y.-K.2    Wicks, B.E.3
  • 92
    • 16244390003 scopus 로고    scopus 로고
    • Intelligent profitable customers segmentation system based on business intelligence tools
    • DOI 10.1016/j.eswa.2005.01.013, PII S095741740500014X
    • J.H. Lee, and S.C. Park Intelligent profitable customers segmentation system based on business intelligence tools Expert Systems with Applications 29 2005 145 152 (Pubitemid 40454400)
    • (2005) Expert Systems with Applications , vol.29 , Issue.1 , pp. 145-152
    • Lee, J.H.1    Park, S.C.2
  • 93
    • 4644363485 scopus 로고    scopus 로고
    • A cross-national market segmentation of online game industry using SOM
    • S.C. Lee, Y.H. Suh, J.K. Kim, and K.J. Lee A cross-national market segmentation of online game industry using SOM Expert Systems with Applications 27 2004 559 570
    • (2004) Expert Systems with Applications , vol.27 , pp. 559-570
    • Lee, S.C.1    Suh, Y.H.2    Kim, J.K.3    Lee, K.J.4
  • 94
    • 79953244786 scopus 로고    scopus 로고
    • An inductive learning approach to market segmentation based on customer profile attributes
    • C.-H. Leung An inductive learning approach to market segmentation based on customer profile attributes Asian Journal of Marketing 3 2009 65 81
    • (2009) Asian Journal of Marketing , vol.3 , pp. 65-81
    • Leung, C.-H.1
  • 95
    • 2042476687 scopus 로고    scopus 로고
    • Mining classification rules using rough sets and neural networks
    • R. Li, and Z. Wang Mining classification rules using rough sets and neural networks European Journal of Operational Research 157 2004 439 448
    • (2004) European Journal of Operational Research , vol.157 , pp. 439-448
    • Li, R.1    Wang, Z.2
  • 96
    • 62949096162 scopus 로고    scopus 로고
    • Chameleon based on clustering feature tree and its application in customer segmentation
    • J. Li, K. Wang, and L. Xu Chameleon based on clustering feature tree and its application in customer segmentation Ann Operations Research 168 2009 225 245
    • (2009) Ann Operations Research , vol.168 , pp. 225-245
    • Li, J.1    Wang, K.2    Xu, L.3
  • 97
    • 0038521344 scopus 로고    scopus 로고
    • Knowledge management technologies and applications: Literature review from 1995 to 2002
    • S. Liao Knowledge management technologies and applications: literature review from 1995 to 2002 Expert Systems with Applications 25 2003 155 164
    • (2003) Expert Systems with Applications , vol.25 , pp. 155-164
    • Liao, S.1
  • 98
    • 84879514933 scopus 로고    scopus 로고
    • Capturing and evaluating segments: Using self-organizing maps and k-means in market segmentation
    • C.-H. Lien, A. Ramirez, and G.H. Haines Capturing and evaluating segments: using self-organizing maps and k-means in market segmentation Asian Journal of Management and Humanity Sciences 1 2006 1 15
    • (2006) Asian Journal of Management and Humanity Sciences , vol.1 , pp. 1-15
    • Lien, C.-H.1    Ramirez, A.2    Haines, G.H.3
  • 100
    • 18144426794 scopus 로고    scopus 로고
    • Hybrid approaches to product recommendation based on customer lifetime value and purchase preferences
    • DOI 10.1016/j.jss.2004.08.031, PII S0164121204001426
    • D. Liu, and Y. Shih Hybrid approaches to product recommendation based on customer lifetime value and purchase preferences The Journal of Systems and Software 77 2004 181 191 (Pubitemid 40612686)
    • (2005) Journal of Systems and Software , vol.77 , Issue.2 , pp. 181-191
    • Liu, D.-R.1    Shih, Y.-Y.2
  • 101
    • 10644257626 scopus 로고    scopus 로고
    • Integrating AHP and data mining for product recommendation based on customer lifetime value
    • D. Liu, and Y. Shih Integrating AHP and data mining for product recommendation based on customer lifetime value Information & Management 42 2005 387 400
    • (2005) Information & Management , vol.42 , pp. 387-400
    • Liu, D.1    Shih, Y.2
  • 102
    • 22144466944 scopus 로고    scopus 로고
    • Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
    • DOI 10.1016/j.eswa.2005.04.005, PII S0957417405000588
    • E. Martinez, G. Magoulas, S. Chen, and R. Macredie Modeling human behavior in user-adaptive systems: recent advances using soft computing techniques Expert Systems with Applications 29 2005 320 329 (Pubitemid 40970642)
    • (2005) Expert Systems with Applications , vol.29 , Issue.2 , pp. 320-329
    • Frias-Martinez, E.1    Magoulas, G.2    Chen, S.3    MacRedie, R.4
  • 103
    • 84951558914 scopus 로고
    • Classifying tourists into market segments: A neural network approach
    • J.A. Mazanec Classifying tourists into market segments: a neural network approach Journal of Travel and Tourism Marketing 1 1992 39 59
    • (1992) Journal of Travel and Tourism Marketing , vol.1 , pp. 39-59
    • Mazanec, J.A.1
  • 104
    • 34247603517 scopus 로고    scopus 로고
    • Segmentation approaches in data-mining: A comparison of RFM, CHAID, and logistic regression
    • J.A. McCarty, and M. Hastak Segmentation approaches in data-mining: a comparison of RFM, CHAID, and logistic regression Journal of Business Research 60 2007 656 662
    • (2007) Journal of Business Research , vol.60 , pp. 656-662
    • McCarty, J.A.1    Hastak, M.2
  • 106
    • 0034187785 scopus 로고    scopus 로고
    • Neuro-fuzzy rule generation: Survey in soft computing framework
    • S. Mitra, and Y. Hayashi Neuro-fuzzy rule generation: survey in soft computing framework IEEE Transactions on Neural Networks 11 2000 748 768
    • (2000) IEEE Transactions on Neural Networks , vol.11 , pp. 748-768
    • Mitra, S.1    Hayashi, Y.2
  • 107
    • 0036127265 scopus 로고    scopus 로고
    • Data mining in soft computing framework: A survey
    • DOI 10.1109/72.977258, PII S1045922702003600
    • S. Mitra, S.K. Pal, and P. Mitra Data mining in soft computing framework: a survey IEEE Transactions on Neural Networks 13 2002 3 14 (Pubitemid 34236832)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.1 , pp. 3-14
    • Mitra, S.1    Pal, S.K.2    Mitra, P.3
  • 109
    • 0346494729 scopus 로고    scopus 로고
    • Creating the Customer: The Influence of Advertising on Consumer Market Segments - Evidence and Ethics
    • DOI 10.1023/A:1021620825950
    • A. Nairn, and P. Berthon Creating the customer: the influence of advertising on consumer market segments Journal of Business Ethics 42 2003 83 99 (Pubitemid 38103726)
    • (2003) Journal of Business Ethics , vol.42 , Issue.1 , pp. 83-99
    • Nairn, A.1    Berthon, P.2
  • 110
    • 0010629968 scopus 로고    scopus 로고
    • Conditional market segmentation by neural networks: A monte-carlo study
    • M. Natter Conditional market segmentation by neural networks: a monte-carlo study Journal of Retailing and Consumer Services 6 1999 237 248
    • (1999) Journal of Retailing and Consumer Services , vol.6 , pp. 237-248
    • Natter, M.1
  • 111
    • 84879525464 scopus 로고    scopus 로고
    • Towards formal theory of soft computing
    • DOI 10.1007/s005000050024
    • V. Novak Towards formal theory of soft computing Soft Computing 2 1998 4 6 (Pubitemid 128068991)
    • (1998) SOFT COMPUTING , vol.2 , Issue.1 , pp. 4-6
    • Novak, V.1
  • 112
    • 0038359959 scopus 로고    scopus 로고
    • User segmentation of online music services using fuzzy clustering
    • DOI 10.1016/S0305-0483(00)00042-6, PII S0305048300000426
    • M. Ozer User segmentation of online music services using fuzzy clustering Omega 29 2001 193 206 (Pubitemid 33628754)
    • (2001) Omega , vol.29 , Issue.2 , pp. 193-206
    • Ozer, M.1
  • 113
    • 0036738810 scopus 로고    scopus 로고
    • Web mining in soft computing framework: Relevance, state of the art and future directions
    • S.K. Pal, V. Talwar, and P. Mitra Web mining in soft computing framework: relevance, state of the art and future directions IEEE Transactions on Neural Networks 13 2002 1163 1177
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 1163-1177
    • Pal, S.K.1    Talwar, V.2    Mitra, P.3
  • 114
    • 0001550176 scopus 로고    scopus 로고
    • Fuzzy set technology in knowledge discovery
    • PII S01650114X96003776
    • W. Pedrycz Fuzzy set technology in knowledge discovery Fuzzy Sets and Systems 98 1998 279 290 (Pubitemid 128654935)
    • (1998) Fuzzy Sets and Systems , vol.98 , Issue.3 , pp. 279-290
    • Pedrycz, W.1
  • 115
    • 0038442108 scopus 로고    scopus 로고
    • The use of need-based segmentation for developing segment-specific direct marketing strategies
    • J.M. Peltier, and J.A. Schribrowsky The use of need-based segmentation for developing segment-specific direct marketing strategies Journal of Direct Marketing 11 1997 54 62
    • (1997) Journal of Direct Marketing , vol.11 , pp. 54-62
    • Peltier, J.M.1    Schribrowsky, J.A.2
  • 116
    • 84947735973 scopus 로고    scopus 로고
    • Purchase prediction in database marketing with the probrough system
    • Springer-Verlag Berlin
    • D.V. Poel, and Z. Piesta Purchase prediction in database marketing with the probrough system RSCTC'98 1998 Springer-Verlag Berlin 593 600
    • (1998) RSCTC'98 , pp. 593-600
    • Poel, D.V.1    Piesta, Z.2
  • 117
    • 0000470917 scopus 로고
    • Cluster analysis in marketing research: Review and suggestions for applications
    • G. Punj, and D.W. Steward Cluster analysis in marketing research: review and suggestions for applications Journal of Marketing Research 20 1983 134 148
    • (1983) Journal of Marketing Research , vol.20 , pp. 134-148
    • Punj, G.1    Steward, D.W.2
  • 119
    • 0000773636 scopus 로고
    • A simultaneous approach to market segmentation and market structuring
    • G. Rajiv, and V. Srinivasan A simultaneous approach to market segmentation and market structuring Journal of Marketing Research 24 1987 139 153
    • (1987) Journal of Marketing Research , vol.24 , pp. 139-153
    • Rajiv, G.1    Srinivasan, V.2
  • 120
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • W.M. Rand Objective criteria for the evaluation of clustering methods Journal of the American Statistical Association 66 1971 846 850
    • (1971) Journal of the American Statistical Association , vol.66 , pp. 846-850
    • Rand, W.M.1
  • 121
    • 33745442386 scopus 로고    scopus 로고
    • Development of a taxonomy of strategic market segmentation: A framework for bridging the implementation gap between normative segmentation and business practice
    • K. Sausen, T. Tomczak, and A. Herrmann Development of a taxonomy of strategic market segmentation: a framework for bridging the implementation gap between normative segmentation and business practice Journal of Strategic Marketing 13 2005 151 173
    • (2005) Journal of Strategic Marketing , vol.13 , pp. 151-173
    • Sausen, K.1    Tomczak, T.2    Herrmann, A.3
  • 123
    • 0034244959 scopus 로고    scopus 로고
    • Supervised fuzzy clustering for rule extraction
    • M. Setnes Supervised fuzzy clustering for rule extraction IEEE Transactions on Fuzzy Systems 8 2000 416 424
    • (2000) IEEE Transactions on Fuzzy Systems , vol.8 , pp. 416-424
    • Setnes, M.1
  • 127
    • 0035342304 scopus 로고    scopus 로고
    • Knowledge management and data mining for marketing
    • DOI 10.1016/S0167-9236(00)00123-8, PII S0167923600001238
    • M.J. Shaw, C. Subramaniam, G.W. Tan, and M.E. Welge Knowledge management and data mining for marketing Decision Support Systems 31 2001 127 137 (Pubitemid 32284757)
    • (2001) Decision Support Systems , vol.31 , Issue.1 , pp. 127-137
    • Shaw, M.J.1    Subramaniam, C.2    Tan, G.W.3    Welge, M.E.4
  • 128
    • 33644549870 scopus 로고    scopus 로고
    • A method for customer lifetime value ranking: Combining analytic hierarchy process and clustering analysis
    • Y. Shih, and C. Liu A method for customer lifetime value ranking: combining analytic hierarchy process and clustering analysis Journal of Database Marketing & Customer Strategy Management 11 2003 159 172
    • (2003) Journal of Database Marketing & Customer Strategy Management , vol.11 , pp. 159-172
    • Shih, Y.1    Liu, C.2
  • 129
    • 2342612880 scopus 로고    scopus 로고
    • Segmentation of stock trading customers according to potential value
    • H.W. Shin, and S.Y. Sohn Segmentation of stock trading customers according to potential value Expert Systems with Applications 27 2004 27 33
    • (2004) Expert Systems with Applications , vol.27 , pp. 27-33
    • Shin, H.W.1    Sohn, S.Y.2
  • 131
    • 84965537973 scopus 로고
    • Segmenting the U.S. travel market according to benefits realised
    • S. Shoemaker Segmenting the U.S. travel market according to benefits realised Journal of Travel Research 32 1994 8 21
    • (1994) Journal of Travel Research , vol.32 , pp. 8-21
    • Shoemaker, S.1
  • 132
    • 33751332386 scopus 로고    scopus 로고
    • Strategic political segmentation: A new approach for a new era of political marketing
    • G. Smith, and A. Hirst Strategic political segmentation: a new approach for a new era of political marketing European Journal of Marketing 35 2001 1058 1073
    • (2001) European Journal of Marketing , vol.35 , pp. 1058-1073
    • Smith, G.1    Hirst, A.2
  • 133
    • 0034123868 scopus 로고    scopus 로고
    • Neural networks in business: Techniques and applications for the operations researcher
    • DOI 10.1016/S0305-0548(99)00141-0, PII S0305054899001410, Neural Networks in Business
    • K.A. Smith, and J.N.D. Gupta Neural networks in business: techniques and applications for the operations researchers Computers & Operations Research 127 2000 1023 1044 (Pubitemid 30398137)
    • (2000) Computers and Operations Research , vol.27 , Issue.11-12 , pp. 1023-1044
    • Smith, K.A.1    Gupta, J.N.D.2
  • 134
    • 0033748604 scopus 로고    scopus 로고
    • An analysis of customer retention and insurance claim patterns using data mining: A case study
    • K.A. Smith, R.J. Willis, and M. Brooks An analysis of customer retention and insurance claim patterns using data mining: a case study Journal of Operational Research Society 51 2002 532 541
    • (2002) Journal of Operational Research Society , vol.51 , pp. 532-541
    • Smith, K.A.1    Willis, R.J.2    Brooks, M.3
  • 135
    • 0001892369 scopus 로고
    • Product differentiation and market segmentation as an alternative marketing strategy
    • W.R. Smith Product differentiation and market segmentation as an alternative marketing strategy Journal of Marketing 21 1956 3 8
    • (1956) Journal of Marketing , vol.21 , pp. 3-8
    • Smith, W.R.1
  • 137
    • 0005322445 scopus 로고    scopus 로고
    • Customer list segmentation using the combined response model
    • PII S0957417499000263
    • E.H. Suh, K.C. Noh, and C.K. Suh Customer list segmentation using the combined response model Expert Systems with Applications 17 1999 89 97 (Pubitemid 129664855)
    • (1999) Expert Systems with Applications , vol.17 , Issue.2 , pp. 89-97
    • Suh, E.H.1    Noh, K.C.2    Suh, C.K.3
  • 139
    • 0029491203 scopus 로고
    • Marketing data analysis using inductive learning and genetic algorithms with interactive and automated phases
    • Terano, T. & Ishino, Y. (1995). Marketing data analysis using inductive learning and genetic algorithms with interactive and automated phases. In IEEE international conference, evolutionary computation (pp. 771-776).
    • (1995) IEEE International Conference, Evolutionary Computation , pp. 771-776
    • Terano, T.1    Ishino, Y.2
  • 140
    • 2942622412 scopus 로고    scopus 로고
    • A purchase-based market segmentation methodology
    • C.Y. Tsai, and C.C. Chiu A purchase-based market segmentation methodology Expert Systems with Applications 27 2004 265 276
    • (2004) Expert Systems with Applications , vol.27 , pp. 265-276
    • Tsai, C.Y.1    Chiu, C.C.2
  • 141
    • 33748894346 scopus 로고    scopus 로고
    • Rough set-based approach to feature selection in customer relationship management
    • DOI 10.1016/j.omega.2005.07.006, PII S0305048305000964
    • T. Tseng, and C. Huang Rough set-based approach to feature selection in customer relationship management Omega 35 2007 365 383 (Pubitemid 44426439)
    • (2007) Omega , vol.35 , Issue.4 , pp. 365-383
    • Tseng, T.-L.1    Huang, C.-C.2
  • 142
    • 80052006111 scopus 로고    scopus 로고
    • Using visit frequency to segment ski resorts customers
    • R. Tsiotsou Using visit frequency to segment ski resorts customers Journal of Vacation Marketing 12 2006 15 26
    • (2006) Journal of Vacation Marketing , vol.12 , pp. 15-26
    • Tsiotsou, R.1
  • 144
    • 0036243063 scopus 로고    scopus 로고
    • A taxonomy of knowledge management software tools: Origins and applications
    • DOI 10.1016/S0149-7189(02)00012-5
    • P. Tyndale A taxonomy of knowledge management software tools: origins and applications Evaluation and Program Planning 25 2002 183 190 (Pubitemid 34463801)
    • (2002) Evaluation and Program Planning , vol.25 , Issue.2 , pp. 183-190
    • Tyndale, P.1
  • 145
    • 2042515742 scopus 로고    scopus 로고
    • Neural networks in business: A survey of applications (1992-1998)
    • PII S0957417499000160
    • A. Vellido, P.J.G. Lisboa, and J. Vaughan Neural networks in business: a survey of applications (1992-1998) Expert Systems with Applications 17 1999 51 70 (Pubitemid 129664853)
    • (1999) Expert Systems with Applications , vol.17 , Issue.1 , pp. 51-70
    • Vellido, A.1    Lisboa, P.J.G.2    Vaughan, J.3
  • 146
    • 39049110667 scopus 로고    scopus 로고
    • On heuristics as a fundamental constituent of soft computing
    • DOI 10.1016/j.fss.2007.08.014, PII S0165011407003752
    • J.L. Verdegay, R.R. Yager, and P.P. Bonissone On heuristics as a fundamental constituent of soft computing Fuzzy Sets and Systems 159 2008 846 855 (Pubitemid 351240996)
    • (2008) Fuzzy Sets and Systems , vol.159 , Issue.7 , pp. 846-855
    • Verdegay, J.L.1    Yager, R.R.2    Bonissone, P.P.3
  • 148
    • 33646392037 scopus 로고    scopus 로고
    • A rough cluster analysis of shopping orientation data
    • Adelaide
    • Voges, K., Pope, N., & Brown, M. (2003). A rough cluster analysis of shopping orientation data. In ANZMAC proceedings 2003, Adelaide (pp. 1625-1631).
    • (2003) ANZMAC Proceedings 2003 , pp. 1625-1631
    • Voges, K.1    Pope, N.2    Brown, M.3
  • 149
    • 33746656457 scopus 로고    scopus 로고
    • Market segmentation: Analytical developments and application guidelines
    • M. Vriens Market segmentation: analytical developments and application guidelines Millward Brown IntelliQuest 2001
    • (2001) Millward Brown IntelliQuest
    • Vriens, M.1
  • 150
    • 85009841447 scopus 로고    scopus 로고
    • Global market segmentation: Methodologies and challenges
    • P.G.P. Walters Global market segmentation: methodologies and challenges Journal of Marketing Management 13 1997 165 177
    • (1997) Journal of Marketing Management , vol.13 , pp. 165-177
    • Walters, P.G.P.1
  • 151
    • 56349122418 scopus 로고    scopus 로고
    • Outlier identification and market segmentation using kernel-based clustering techniques
    • C.H. Wang Outlier identification and market segmentation using kernel-based clustering techniques Expert Systems with Applications 36 2009 3744 3750
    • (2009) Expert Systems with Applications , vol.36 , pp. 3744-3750
    • Wang, C.H.1
  • 152
    • 1442295380 scopus 로고    scopus 로고
    • Soft computing and fuzzy logic
    • DOI 10.1007/s005000050004
    • P. Wang, and S. Tan Soft computing and fuzzy logic Soft Computing 1 1997 35 41 (Pubitemid 127085725)
    • (1997) SOFT COMPUTING , vol.1 , Issue.1 , pp. 35-41
    • Wang, P.Z.1    Tan, S.2
  • 157
    • 0001269514 scopus 로고
    • Issues and advances in segmentation research
    • Y. Wind Issues and advances in segmentation research Journal of Marketing Research 15 1978 317 337
    • (1978) Journal of Marketing Research , vol.15 , pp. 317-337
    • Wind, Y.1
  • 159
    • 0002704787 scopus 로고
    • On the measurement of purchase data: Surveys versus purchase diaries
    • Y. Wind, and D. Lerner On the measurement of purchase data: surveys versus purchase diaries Journal of Marketing Research 16 1979 39 47
    • (1979) Journal of Marketing Research , vol.16 , pp. 39-47
    • Wind, Y.1    Lerner, D.2
  • 160
    • 79958179379 scopus 로고    scopus 로고
    • Customer segmentation of multiple category data in e-commerce using a soft-clustering approach
    • R.-S. Wu, and P.-H. Chou Customer segmentation of multiple category data in e-commerce using a soft-clustering approach Electronic Commerce Research and Applications 10 2011 331 341
    • (2011) Electronic Commerce Research and Applications , vol.10 , pp. 331-341
    • Wu, R.-S.1    Chou, P.-H.2
  • 163
    • 0007080361 scopus 로고
    • New criteria for market segmentation
    • D. Yankelovich New criteria for market segmentation Harvard Business Review 42 1964 83 90
    • (1964) Harvard Business Review , vol.42 , pp. 83-90
    • Yankelovich, D.1
  • 165
    • 0007132499 scopus 로고
    • Some practical considerations in market segmentation
    • S. Young, L. Ott, and B. Feigin Some practical considerations in market segmentation Journal of Marketing Research 15 1978 405 412
    • (1978) Journal of Marketing Research , vol.15 , pp. 405-412
    • Young, S.1    Ott, L.2    Feigin, B.3
  • 166
    • 0028534525 scopus 로고
    • Soft computing and fuzzy logic
    • L.A. Zadeh Soft computing and fuzzy logic IEEE Software 11 1994 48 56
    • (1994) IEEE Software , vol.11 , pp. 48-56
    • Zadeh, L.A.1
  • 167
    • 79960474345 scopus 로고    scopus 로고
    • Applying neural computing to target marketing
    • J. Zahavi, and N. Levin Applying neural computing to target marketing Journal of Direct Marketing 11 1997 5 22
    • (1997) Journal of Direct Marketing , vol.11 , pp. 5-22
    • Zahavi, J.1    Levin, N.2


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