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Volumn 21, Issue 2, 2006, Pages 256-276

Network-based marketing: Identifying likely adopters via consumer networks

Author keywords

Classification; Network analysis; Statistical relational learning; Targeted marketing; Viral marketing; Word of mouth

Indexed keywords


EID: 33748544940     PISSN: 08834237     EISSN: None     Source Type: Journal    
DOI: 10.1214/088342306000000222     Document Type: Conference Paper
Times cited : (413)

References (51)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • ADOMAVICIUS, G. and TUZHILIN, A. (2005). Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. Knowledge and Data Engineering 17 734-749.
    • (2005) IEEE Trans. Knowledge and Data Engineering , vol.17 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 3
    • 0001449665 scopus 로고
    • A new product growth for model consumer durables
    • BASS, F. M. (1969). A new product growth for model consumer durables. Management Sci. 15 215-227.
    • (1969) Management Sci. , vol.15 , pp. 215-227
    • Bass, F.M.1
  • 5
    • 0035535545 scopus 로고    scopus 로고
    • Managing customerinitiated contacts with manufacturers: The impact on share of category requirements and word-of-mouth behavior
    • BOWMAN, D. and NARAYANDAS, D. (2001). Managing customerinitiated contacts with manufacturers: The impact on share of category requirements and word-of-mouth behavior. J. Marketing Research 38 281-297.
    • (2001) J. Marketing Research , vol.38 , pp. 281-297
    • Bowman, D.1    Narayandas, D.2
  • 6
    • 0038589165 scopus 로고    scopus 로고
    • The anatomy of a large-scale hypertextual Web search engine
    • BRIN, S. and PAGE, L. (1998). The anatomy of a large-scale hypertextual Web search engine. Computer Networks and ISDN Systems 30 107-117.
    • (1998) Computer Networks and ISDN Systems , vol.30 , pp. 107-117
    • Brin, S.1    Page, L.2
  • 7
    • 0000049455 scopus 로고
    • Spatial patterns in household demand
    • CASE, A. C. (1991). Spatial patterns in household demand. Econometrica 59 953-965.
    • (1991) Econometrica , vol.59 , pp. 953-965
    • Case, A.C.1
  • 8
    • 85083464467 scopus 로고    scopus 로고
    • Toward scalable learning with non-uniform class and cost distributions: A case study in credit card fraud detection
    • AAAI Press, Menlo Park, CA
    • CHAN, E. and STOLFO, S. (1998). Toward scalable learning with non-uniform class and cost distributions: A case study in credit card fraud detection. In Proc. Fourth International Conference on Knowledge Discovery and Data Mining 164-168. AAAI Press, Menlo Park, CA.
    • (1998) Proc. Fourth International Conference on Knowledge Discovery and Data Mining , pp. 164-168
    • Chan, E.1    Stolfo, S.2
  • 9
    • 0026405773 scopus 로고
    • A rule-learning program in high-energy physics event classification
    • CLEARWATER, S. H. and STERN, E. G. (1991). A rule-learning program in high-energy physics event classification. Computer Physics Communications 67 159-182.
    • (1991) Computer Physics Communications , vol.67 , pp. 159-182
    • Clearwater, S.H.1    Stern, E.G.2
  • 10
    • 0242641140 scopus 로고    scopus 로고
    • The digitization of word of mouth: Promise and challenges of online feedback mechanisms
    • DELLAROCAS, C. (2003). The digitization of word of mouth: Promise and challenges of online feedback mechanisms. Management Sci. 49 1407-1424.
    • (2003) Management Sci. , vol.49 , pp. 1407-1424
    • Dellarocas, C.1
  • 13
    • 33344478759 scopus 로고    scopus 로고
    • Going beyond the dominant paradigm for information technology innovation research: Emerging concepts and methods
    • FICHMAN, R. G. (2004). Going beyond the dominant paradigm for information technology innovation research: Emerging concepts and methods. J. Assoc. Information Systems 5 314-355.
    • (2004) J. Assoc. Information Systems , vol.5 , pp. 314-355
    • Fichman, R.G.1
  • 14
    • 33748557062 scopus 로고    scopus 로고
    • Review of New-Product Diffusion Models, by V. Mahajan, E. Muller and Y. Wind, eds.
    • FILDES, R. (2003). Review of New-Product Diffusion Models, by V. Mahajan, E. Muller and Y. Wind, eds. Internat. J. Forecasting 19 327-328.
    • (2003) Internat. J. Forecasting , vol.19 , pp. 327-328
    • Fildes, R.1
  • 15
    • 21344492520 scopus 로고
    • Structure, cooperation, and the flow of market information
    • FRENZEN, J. and NAKAMOTO, K. (1993). Structure, cooperation, and the flow of market information. J. Consumer Research 20 360-375.
    • (1993) J. Consumer Research , vol.20 , pp. 360-375
    • Frenzen, J.1    Nakamoto, K.2
  • 17
    • 0041779094 scopus 로고    scopus 로고
    • Learning probabilistic relational models
    • (S. Džeroski and N. Lavrač, eds.). Springer, Berlin
    • GETOOR, L., FRIEDMAN, N., KOLLER, D. and PFEFFER, A. (2001). Learning probabilistic relational models. In Relational Data Mining (S. Džeroski and N. Lavrač, eds.) 307-338. Springer, Berlin.
    • (2001) Relational Data Mining , pp. 307-338
    • Getoor, L.1    Friedman, N.2    Koller, D.3    Pfeffer, A.4
  • 18
    • 0141496151 scopus 로고    scopus 로고
    • Learning probabilistic models of link structure
    • MR1983942
    • GETOOR, L., FRIEDMAN, N., KOLLER, D. and TASKAR, B. (2003). Learning probabilistic models of link structure. J. Mach. Learn. Res. 3 679-707. MR1983942
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 679-707
    • Getoor, L.1    Friedman, N.2    Koller, D.3    Taskar, B.4
  • 19
    • 77954724530 scopus 로고    scopus 로고
    • Using probabilistic relation models for collaborative filtering
    • San Diego, CA
    • GETOOR, L. and SAHAMI, M. (1999). Using probabilistic relation models for collaborative filtering. In Proc. WEBKDD 1999, San Diego, CA.
    • (1999) Proc. WEBKDD 1999
    • Getoor, L.1    Sahami, M.2
  • 20
    • 0345191452 scopus 로고    scopus 로고
    • The coolhunt
    • GLADWELL, M. (1997). The coolhunt. The New Yorker March 17, 78-88.
    • (1997) The New Yorker , vol.MARCH 17 , pp. 78-88
    • Gladwell, M.1
  • 22
    • 0036086084 scopus 로고    scopus 로고
    • Investigating the role of the physical environment in hedonic service consumption: An exploratory study of sporting events
    • HIGHTOWER, R., BRADY, M. K. and BAKER, T. L. (2002). Investigating the role of the physical environment in hedonic service consumption: An exploratory study of sporting events. J. Business Research 55 697-707.
    • (2002) J. Business Research , vol.55 , pp. 697-707
    • Hightower, R.1    Brady, M.K.2    Baker, T.L.3
  • 23
    • 0036967824 scopus 로고    scopus 로고
    • Latent space approaches to social network analysis
    • MR1951262
    • HOFF, P. D., RAFTERY, A. E. and HANDCOCK, M. S. (2002). Latent space approaches to social network analysis. J. Amer. Statist. Assoc. 97 1090-1098. MR1951262
    • (2002) J. Amer. Statist. Assoc. , vol.97 , pp. 1090-1098
    • Hoff, P.D.1    Raftery, A.E.2    Handcock, M.S.3
  • 25
    • 33845536164 scopus 로고    scopus 로고
    • The class imbalance problem: A systematic study
    • JAPKOWICZ, N. and STEPHEN, S. (2002). The class imbalance problem: A systematic study. Intelligent Data Analysis 6 429-449.
    • (2002) Intelligent Data Analysis , vol.6 , pp. 429-449
    • Japkowicz, N.1    Stephen, S.2
  • 26
    • 51649085353 scopus 로고    scopus 로고
    • Evaluating boosting algorithms to classify rare classes: Comparison and improvements
    • IEEE Press, Piscataway, NJ
    • JOSHI, M., KUMAR, V. and AGARWAL, R. (2001). Evaluating boosting algorithms to classify rare classes: Comparison and improvements. In Proc. IEEE International Conference on Data Mining 257-264. IEEE Press, Piscataway, NJ.
    • (2001) Proc. IEEE International Conference on Data Mining , pp. 257-264
    • Joshi, M.1    Kumar, V.2    Agarwal, R.3
  • 27
    • 0031103689 scopus 로고    scopus 로고
    • Referral web: Combining social networks and collaborative filtering
    • KAUTZ, H., SELMAN, B. and SHAH, M. (1997). Referral web: Combining social networks and collaborative filtering. Comm. ACM 40(3) 63-65.
    • (1997) Comm. ACM , vol.40 , Issue.3 , pp. 63-65
    • Kautz, H.1    Selman, B.2    Shah, M.3
  • 28
    • 4243148480 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • MR1747649
    • KLEINBERG, J. (1999). Authoritative sources in a hyperlinked environment. J. ACM 46 604-632. MR1747649
    • (1999) J. ACM , vol.46 , pp. 604-632
    • Kleinberg, J.1
  • 29
    • 0036592444 scopus 로고    scopus 로고
    • Multinational diffusion models: An alternative framework
    • KUMAR, V. and KRISHNAN, T. V. (2002). Multinational diffusion models: An alternative framework. Marketing Sci. 21 318-330.
    • (2002) Marketing Sci. , vol.21 , pp. 318-330
    • Kumar, V.1    Krishnan, T.V.2
  • 31
    • 0037252945 scopus 로고    scopus 로고
    • Amazon.com recommendations - Item-to-item collaborative filtering
    • LINDEN, G., SMITH, B. and YORK, J. (2003). Amazon.com recommendations - Item-to-item collaborative filtering. IEEE Internet Computing 7 76-80.
    • (2003) IEEE Internet Computing , vol.7 , pp. 76-80
    • Linden, G.1    Smith, B.2    York, J.3
  • 32
    • 32044472086 scopus 로고    scopus 로고
    • Classification in networked data: A toolkit and a univariate case study
    • Stern School of Business, New York University
    • MACSKASSY, S. and PROVOST, F. (2004). Classification in networked data: A toolkit and a univariate case study. CeDER Working Paper #CeDER-04-08, Stern School of Business, New York University.
    • (2004) CeDER Working Paper #CeDER-04-08 , vol.CEDER-04-08
    • Macskassy, S.1    Provost, F.2
  • 33
    • 0001592483 scopus 로고
    • Introduction strategy for new products with positive and negative word-of-mouth
    • MAHAJAN, V., MULLER, E. and KERIN, R. (1984). Introduction strategy for new products with positive and negative word-of-mouth. Management Sci. 30 1389-1404.
    • (1984) Management Sci. , vol.30 , pp. 1389-1404
    • Mahajan, V.1    Muller, E.2    Kerin, R.3
  • 36
    • 33947284406 scopus 로고    scopus 로고
    • Boosted classification trees and class probability/quantile estimation
    • To appear
    • MEASE, D., WYNER, A. and BUJA, A. (2006). Boosted classification trees and class probability/quantile estimation. J. Mach. Learn. Res. To appear.
    • (2006) J. Mach. Learn. Res.
    • Mease, D.1    Wyner, A.2    Buja, A.3
  • 37
    • 0040030246 scopus 로고    scopus 로고
    • Applying quantitative marketing techniques to the Internet
    • MONTGOMERY, A. L. (2001). Applying quantitative marketing techniques to the Internet. Interfaces 31(2) 90-108.
    • (2001) Interfaces , vol.31 , Issue.2 , pp. 90-108
    • Montgomery, A.L.1
  • 39
    • 33748537211 scopus 로고    scopus 로고
    • No. 1 fan dept. acknowledged
    • PAUMGARTEN. N. (2003). No. 1 fan dept. acknowledged. The New Yorker May 5.
    • (2003) The New Yorker , vol.MAY 5
    • Paumgarten, N.1
  • 40
    • 32044451133 scopus 로고    scopus 로고
    • Distribution-based aggregation for relational learning with identifier attributes
    • PERLICH, C. and PROVOST, F. (2006). Distribution-based aggregation for relational learning with identifier attributes. Machine Learning 62 65-105.
    • (2006) Machine Learning , vol.62 , pp. 65-105
    • Perlich, C.1    Provost, F.2
  • 44
    • 84949193513 scopus 로고
    • Reducing bias in observational studies using subclassification on the propensity score
    • ROSENBAUM, P. R. and RUBIN, D. B. (1984). Reducing bias in observational studies using subclassification on the propensity score. J. Amer. Statist. Assoc. 79 516-524.
    • (1984) J. Amer. Statist. Assoc. , vol.79 , pp. 516-524
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 45
    • 27944488722 scopus 로고    scopus 로고
    • Collaborative filtering: Special case in predictive analysis
    • MR2159280
    • TOUT, K., EVANS, D. J. and YAKAN, A. (2005). Collaborative filtering: Special case in predictive analysis. Internat. J. Computer Mathematics 82 1-11. MR2159280
    • (2005) Internat. J. Computer Mathematics , vol.82 , pp. 1-11
    • Tout, K.1    Evans, D.J.2    Yakan, A.3
  • 46
    • 24644451154 scopus 로고
    • A study of a competitive Bass model which takes into account competition among firms
    • UEDA, T. (1990). A study of a competitive Bass model which takes into account competition among firms. J. Operations Research Society of Japan 33 319-334.
    • (1990) J. Operations Research Society of Japan , vol.33 , pp. 319-334
    • Ueda, T.1
  • 47
    • 0035285921 scopus 로고    scopus 로고
    • Medical innovation revisited: Social contagion versus marketing effort
    • VAN DEN BULTE, C. and LILIEN, G. L. (2001). Medical innovation revisited: Social contagion versus marketing effort. American J. Sociology 106 1409-1435.
    • (2001) American J. Sociology , vol.106 , pp. 1409-1435
    • Van Den Bulte, C.1    Lilien, G.L.2
  • 48
    • 33749676138 scopus 로고    scopus 로고
    • The hidden (in plain sight) persuaders
    • WALKER, R. (2004). The hidden (in plain sight) persuaders. The New York Times Magazine Dec. 5, 69-75.
    • (2004) The New York Times Magazine , vol.DEC. 5 , pp. 69-75
    • Walker, R.1
  • 49
    • 1442275185 scopus 로고    scopus 로고
    • Learning when training data are costly: The effect of class distribution on tree induction
    • WEISS, G. and PROVOST, F. (2003). Learning when training data are costly: The effect of class distribution on tree induction. J. Artificial Intelligence Research 19 315-354.
    • (2003) J. Artificial Intelligence Research , vol.19 , pp. 315-354
    • Weiss, G.1    Provost, F.2
  • 51
    • 0042853650 scopus 로고    scopus 로고
    • Modeling interdependent consumer preferences
    • YANG, S. and ALLENBY, G. M. (2003). Modeling interdependent consumer preferences. J. Marketing Research 40 282-294.
    • (2003) J. Marketing Research , vol.40 , pp. 282-294
    • Yang, S.1    Allenby, G.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.