메뉴 건너뛰기




Volumn 39, Issue 3, 2012, Pages 2597-2605

Analyzing existing customers' websites to improve the customer acquisition process as well as the profitability prediction in B-to-B marketing

Author keywords

Acquisition; B to B marketing; SVD; Text mining; Web mining

Indexed keywords

ACQUISITION; ACQUISITION PROCESS; ACQUISITION TARGETS; ADDRESS LISTS; B-TO-B MARKETING; BUSINESS CUSTOMERS; BUSINESS TO BUSINESS; COMPETITIVE ADVANTAGE; CONVERSION RATES; CUSTOMER ACQUISITION; LATENT SEMANTICS; PREDICTIVE ANALYTICS; PROFITABLE CUSTOMER; REGRESSION MODEL; TEXT MINING; TEXTUAL INFORMATION; WEB MINING;

EID: 84864935139     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.08.115     Document Type: Article
Times cited : (48)

References (40)
  • 2
    • 3543096224 scopus 로고    scopus 로고
    • Managing business-to-business relationships throughout the e-commerce procurement life cycle
    • DOI 10.1108/10662240010349390
    • N. Archer, and Y. Yuan Managing business-to-business relationships throughout the e-commerce procurement life cycle Internet Research: Electronic Networking Applications and Policy 10 5 2000 385 395 (Pubitemid 39026088)
    • (2000) Internet Research , vol.10 , Issue.5 , pp. 385-395
    • Archer, N.1    Yuan, Y.2
  • 4
    • 78149268550 scopus 로고    scopus 로고
    • Data augmentation by predicting spending pleasure using commercially available external data
    • P.H. Baecke, and D. Van den Poel Data augmentation by predicting spending pleasure using commercially available external data Journal of Intelligent Information Systems 36 3 2011 367 383
    • (2011) Journal of Intelligent Information Systems , vol.36 , Issue.3 , pp. 367-383
    • Baecke, P.H.1    Van Den Poel, D.2
  • 5
    • 17844377335 scopus 로고    scopus 로고
    • Mining changes in customer behavior in retail marketing
    • DOI 10.1016/j.eswa.2004.12.033, PII S0957417404001812
    • M.-C. Chen, A.L. Chiu, and H.H. Chang Mining changes in customer behavior in retail marketing Expert Systems with Applications 28 4 2005 773 781 (Pubitemid 40583855)
    • (2005) Expert Systems with Applications , vol.28 , Issue.4 , pp. 773-781
    • Chen, M.-C.1    Chiu, A.-L.2    Chang, H.-H.3
  • 6
    • 70349601660 scopus 로고    scopus 로고
    • Developing a semantic-enable information retrieval mechanism
    • M.-Y. Chen, H.-C. Chu, and Y.-M. Chen Developing a semantic-enable information retrieval mechanism Expert Systems with Applications 37 1 2010 322 340
    • (2010) Expert Systems with Applications , vol.37 , Issue.1 , pp. 322-340
    • Chen, M.-Y.1    Chu, H.-C.2    Chen, Y.-M.3
  • 7
    • 58349110712 scopus 로고    scopus 로고
    • Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers
    • K. Coussement, and D. Van den Poel Improving customer attrition prediction by integrating emotions from client/company interaction emails and evaluating multiple classifiers Expert Systems with Applications 36 2009 6127 6134
    • (2009) Expert Systems with Applications , vol.36 , pp. 6127-6134
    • Coussement, K.1    Van Den Poel, D.2
  • 8
    • 41749111797 scopus 로고    scopus 로고
    • Integrating the voice of customers through call center emails into a decision support system for churn prediction
    • DOI 10.1016/j.im.2008.01.005, PII S0378720608000189
    • K. Coussement, and D. Van den Poel Integrating the voice of customers through call center emails into a decision support system for churn prediction Information & Management 45 2008 164 174 (Pubitemid 351491530)
    • (2008) Information and Management , vol.45 , Issue.3 , pp. 164-174
    • Coussement, K.1    Van Den Poel, D.2
  • 9
    • 85024161913 scopus 로고    scopus 로고
    • Understanding contemporary marketing: Development of a classification scheme
    • N. Coviello, R.J. Brodie, and H. Munro Understanding contemporary marketing: Development of a classification scheme Journal of Marketing Management 13 6 1997 501 522
    • (1997) Journal of Marketing Management , vol.13 , Issue.6 , pp. 501-522
    • Coviello, N.1    Brodie, R.J.2    Munro, H.3
  • 10
    • 84865004431 scopus 로고    scopus 로고
    • Predicting website audience demographics for web advertising targeting using multi-website clickstream data
    • K.W. De Bock, and D. Van den Poel Predicting website audience demographics for web advertising targeting using multi-website clickstream data Fundamenta Informaticae 97 2009 1 19
    • (2009) Fundamenta Informaticae , vol.97 , pp. 1-19
    • De Bock, K.W.1    Van Den Poel, D.2
  • 12
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach
    • E.R. DeLong, D.M. DeLong, and D.L. Clarke-Pearson Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach Biometrics 44 3 1988 837 845
    • (1988) Biometrics , vol.44 , Issue.3 , pp. 837-845
    • Delong, E.R.1    Delong, D.M.2    Clarke-Pearson, D.L.3
  • 14
    • 0032263984 scopus 로고    scopus 로고
    • A theory of term weighting based on exploratory data analysis
    • W.B. Croft, A. Moffat, C.J. van Rijsbergen, R. Wilkinson, J. Zobel, ACM New York
    • W.R. Greiff A theory of term weighting based on exploratory data analysis W.B. Croft, A. Moffat, C.J. van Rijsbergen, R. Wilkinson, J. Zobel, Proceedings of the 21st SIGIR conference 1998 ACM New York 11 19
    • (1998) Proceedings of the 21st SIGIR Conference , pp. 11-19
    • Greiff, W.R.1
  • 15
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • J.A. Hanley, and B.J. McNeil The meaning and use of the area under a receiver operating characteristic (ROC) curve Radiology 143 1 1982 29 36 (Pubitemid 12142173)
    • (1982) Radiology , vol.143 , Issue.1 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 17
    • 29144445856 scopus 로고    scopus 로고
    • Toward a successful CRM: Variable selection, sampling and ensemble
    • Y.S. Kim Toward a successful CRM: Variable selection, sampling and ensemble Decision Support Systems 41 2 2006 542 553
    • (2006) Decision Support Systems , vol.41 , Issue.2 , pp. 542-553
    • Kim, Y.S.1
  • 20
    • 33744509693 scopus 로고    scopus 로고
    • Defection detection: Measuring and understanding the predictive accuracy of customer churn models
    • DOI 10.1509/jmkr.43.2.204
    • S.A. Neslin, S. Gupta, W. Kamakura, J. Lu, and C. Mason Defection detection: Measuring and understanding the predictive accuracy of customer churn models Journal of Marketing Research 43 2 2006 204 211 (Pubitemid 43813052)
    • (2006) Journal of Marketing Research , vol.43 , Issue.2 , pp. 204-211
    • Neslin, S.A.1    Gupta, S.2    Kamakura, W.3    Junxiang, L.U.4    Mason, C.H.5
  • 21
    • 1442300374 scopus 로고    scopus 로고
    • Using e-CRM for a unified view of the customer
    • S.L. Pan, and J.N. Lee Using e-CRM for a unified view of the customer Communications of ACM 46 4 2003 95 99
    • (2003) Communications of ACM , vol.46 , Issue.4 , pp. 95-99
    • Pan, S.L.1    Lee, J.N.2
  • 22
    • 56649123245 scopus 로고    scopus 로고
    • Individual and group behavior-based customer profile model for personalized product recommendation
    • Y.-J. Park, and K.-N. Chang Individual and group behavior-based customer profile model for personalized product recommendation Expert Systems with Applications 36 2 2009 1932 1939
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 1932-1939
    • Park, Y.-J.1    Chang, K.-N.2
  • 23
    • 0037257247 scopus 로고    scopus 로고
    • The impact of customer relationship characteristics on profitable lifetime duration
    • DOI 10.1509/jmkg.67.1.77.18589
    • W. Reinartz, and V. Kumar The impact of customer relationship characteristics on profitable lifetime duration Journal of Marketing 67 1 2003 77 99 (Pubitemid 36161225)
    • (2003) Journal of Marketing , vol.67 , Issue.1 , pp. 77-99
    • Reinartz, W.J.1    Kumar, V.2
  • 24
    • 84976664060 scopus 로고
    • Automatic structuring and retrieval of large text files
    • G. Salton, J. Allan, and C. Buckley Automatic structuring and retrieval of large text files Communications of the ACM 37 2 1994 97 108
    • (1994) Communications of the ACM , vol.37 , Issue.2 , pp. 97-108
    • Salton, G.1    Allan, J.2    Buckley, C.3
  • 25
    • 84953744816 scopus 로고
    • A statistical interpretation of term specificity and its application in retrieval
    • K. Sparck Jones A statistical interpretation of term specificity and its application in retrieval Journal of Documentation 28 1 1972 11 21
    • (1972) Journal of Documentation , vol.28 , Issue.1 , pp. 11-21
    • Sparck Jones, K.1
  • 26
    • 84879575209 scopus 로고    scopus 로고
    • Finding technological ideas and inventions with text mining and technique philosophy
    • C. Preisach, H. Burkhardt, L. Schmidt-Thieme, R. Decker, Springer-Verlag Berlin pp. 413-420
    • D. Thorleuchter Finding technological ideas and inventions with text mining and technique philosophy C. Preisach, H. Burkhardt, L. Schmidt-Thieme, R. Decker, Data analysis, machine learning, and applications 2008 Springer-Verlag Berlin pp. 413-420
    • (2008) Data Analysis, Machine Learning, and Applications
    • Thorleuchter, D.1
  • 27
    • 83455237265 scopus 로고    scopus 로고
    • High granular multi-level-security model for improved usability
    • IEEE Press. ISBN: 978-1-4577-0245-7
    • Thorleuchter, D.; & Van den Poel, D. (2011a). High granular multi-level-security model for improved usability. In Proceedings ICSEM 2011. IEEE Press. ISBN: 978-1-4577-0245-7.
    • (2011) Proceedings ICSEM 2011
    • Thorleuchter, D.1    Van Den Poel, D.2
  • 28
    • 80053118748 scopus 로고    scopus 로고
    • Semantic technology classification - A defence and security case study
    • IEEE Press 10.1109/URKE.2011.6007833
    • D. Thorleuchter, and D. Van den Poel Semantic technology classification - A defence and security case study Proceedings URKE 2011 Vol. 1 2011 IEEE Press 36 39 10.1109/URKE.2011.6007833
    • (2011) Proceedings URKE 2011 , vol.1 , pp. 36-39
    • Thorleuchter, D.1    Van Den Poel, D.2
  • 29
    • 80053106108 scopus 로고    scopus 로고
    • Companies website optimising concerning consumer's searching for new products
    • IEEE Press 10.1109/URKE.2011.6007834
    • D. Thorleuchter, and D. Van den Poel Companies website optimising concerning consumer's searching for new products Proceedings URKE 2011 Vol. 1 2011 IEEE Press 40 43 10.1109/URKE.2011.6007834
    • (2011) Proceedings URKE 2011 , vol.1 , pp. 40-43
    • Thorleuchter, D.1    Van Den Poel, D.2
  • 31
    • 77955034444 scopus 로고    scopus 로고
    • A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies
    • D. Thorleuchter, D. Van den Poel, and A. Prinzie A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies Technological Forecasting and Social Change 77 7 2010 1037 1050
    • (2010) Technological Forecasting and Social Change , vol.77 , Issue.7 , pp. 1037-1050
    • Thorleuchter, D.1    Van Den Poel, D.2    Prinzie, A.3
  • 32
    • 77952121800 scopus 로고    scopus 로고
    • Extracting consumers needs for new products - A web mining approach
    • Los Alamitos: IEEE Computer Society
    • Thorleuchter, D.; Van den Poel, D.; & Prinzie, A. (2010c). Extracting consumers needs for new products - A web mining approach. In Proceedings WKDD 2010 (p. 441). Los Alamitos: IEEE Computer Society.
    • (2010) Proceedings WKDD 2010 , pp. 441
    • Thorleuchter, D.1    Van Den Poel, D.2    Prinzie, A.3
  • 34
    • 84865053527 scopus 로고    scopus 로고
    • Statistical analysis on E-mail magazines used by Japanese prime ministers
    • Y. Ukai, and H. Hattori Statistical analysis on E-mail magazines used by Japanese prime ministers The Review of Socionetwork Strategies 5 1 2011 17 24
    • (2011) The Review of Socionetwork Strategies , vol.5 , Issue.1 , pp. 17-24
    • Ukai, Y.1    Hattori, H.2
  • 37
    • 63749127149 scopus 로고    scopus 로고
    • The chain from customer satisfaction via word-of-mouth referrals to new customer acquisition
    • F. Wangenheim, and T. Bayon The chain from customer satisfaction via word-of-mouth referrals to new customer acquisition Journal of the Academy of Marketing Science 35 2007 233 249
    • (2007) Journal of the Academy of Marketing Science , vol.35 , pp. 233-249
    • Wangenheim, F.1    Bayon, T.2
  • 38
    • 77249093925 scopus 로고    scopus 로고
    • Rubik's cube watermark technology for grayscale images
    • E. Yen, and L.-H. Lina Rubik's cube watermark technology for grayscale images Expert Systems with Applications 37 6 2010 4033 4039
    • (2010) Expert Systems with Applications , vol.37 , Issue.6 , pp. 4033-4039
    • Yen, E.1    Lina, L.-H.2
  • 39
    • 77951205209 scopus 로고    scopus 로고
    • Unified collaborative filtering model based on combination of latent features
    • J. Zhong, and X. Li Unified collaborative filtering model based on combination of latent features Expert Systems with Applications 37 8 2010 5666 5672
    • (2010) Expert Systems with Applications , vol.37 , Issue.8 , pp. 5666-5672
    • Zhong, J.1    Li, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.