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Volumn 36, Issue 4, 2016, Pages 358-383

Predicting online product sales via online reviews, sentiments, and promotion strategies: A big data architecture and neural network approach

Author keywords

Big data; Neural network; Online marketplace; Online reviews; Product demands; Promotional marketing; Valence

Indexed keywords


EID: 84961626635     PISSN: 01443577     EISSN: 17586593     Source Type: Journal    
DOI: 10.1108/IJOPM-03-2015-0151     Document Type: Article
Times cited : (134)

References (86)
  • 1
    • 80051648956 scopus 로고    scopus 로고
    • Deriving the pricing power of product features by mining consumer reviews
    • ), “ȍ
    • Archak, N., Ghose, A. and Ipeirotis, P.G. (2011), “Deriving the pricing power of product features by mining consumer reviews”, Management Science: INFORMS, Vol. 57 No. 8, pp. 1485-1509.
    • (2011) Management Science: INFORMS , vol.57 , Issue.8 , pp. 1485-1509
    • Archak, N.1    Ghose, A.2    Ipeirotis, P.G.3
  • 2
    • 85007498397 scopus 로고    scopus 로고
    • Comparison between artificial neural network learning algorithms for prediction of student average considering effective factors in learning and educational progress
    • ), “ȍ
    • Ayat, S. and Pour, Z.A. (2014), “Comparison between artificial neural network learning algorithms for prediction of student average considering effective factors in learning and educational progress”, Journal of Mathematics and Computer Science, Vol. 8 No. 3, pp. 215-225.
    • (2014) Journal of Mathematics and Computer Science , vol.8 , Issue.3 , pp. 215-225
    • Ayat, S.1    Pour, Z.A.2
  • 3
    • 0037395316 scopus 로고    scopus 로고
    • A genetic algorithm for the vehicle routing problem
    • ), “ȍ
    • Baker, B.M. and Ayechew, M.A. (2003), “A genetic algorithm for the vehicle routing problem”, Computers & Operations Research, Vol. 30 No. 5, pp. 787-800.
    • (2003) Computers & Operations Research , vol.30 , Issue.5 , pp. 787-800
    • Baker, B.M.1    Ayechew, M.A.2
  • 4
    • 81255191046 scopus 로고    scopus 로고
    • Cooperation without enforcement? A comparative analysis of litigation and online reputation as quality assurance mechanisms
    • ), “ȍ
    • Bakos, Y. and Dellarocas, C. (2011), “Cooperation without enforcement? A comparative analysis of litigation and online reputation as quality assurance mechanisms”, Management Science, Vol. 57 No. 11, pp. 1944-1962.
    • (2011) Management Science , vol.57 , Issue.11 , pp. 1944-1962
    • Bakos, Y.1    Dellarocas, C.2
  • 5
    • 70349745371 scopus 로고    scopus 로고
    • A tabu search heuristic for the split delivery vehicle routing problem with production and demand calendars
    • ), “ȍ
    • Bolduc, M.C., Laporte, G., Renaud, J. and Boctor, F.F. (2010), “A tabu search heuristic for the split delivery vehicle routing problem with production and demand calendars”, European Journal of Operational Research, Vol. 202 No. 1, pp. 122-130.
    • (2010) European Journal of Operational Research , vol.202 , Issue.1 , pp. 122-130
    • Bolduc, M.C.1    Laporte, G.2    Renaud, J.3    Boctor, F.F.4
  • 6
    • 77955844600 scopus 로고    scopus 로고
    • The differential effects of online word-of-mouth and critics’ reviews on pre-release movie evaluation
    • ), “ȍ
    • Chakravarty, A., Liu, Y. and Mazumdar, T. (2010), “The differential effects of online word-of-mouth and critics’ reviews on pre-release movie evaluation”, Journal of Interactive Marketing, Vol. 24 No. 3, pp. 185-197.
    • (2010) Journal of Interactive Marketing , vol.24 , Issue.3 , pp. 185-197
    • Chakravarty, A.1    Liu, Y.2    Mazumdar, T.3
  • 7
    • 0032161579 scopus 로고    scopus 로고
    • The effects of framing price promotion messages on consumers’ perceptions and purchase intentions
    • ), “ȍ
    • Chen, S.F.S., Monroe, K.B. and Lou, Y.C. (1998), “The effects of framing price promotion messages on consumers’ perceptions and purchase intentions”, Journal of Retailing, Vol. 74 No. 3, pp. 353-372.
    • (1998) Journal of Retailing , vol.74 , Issue.3 , pp. 353-372
    • Chen, S.F.S.1    Monroe, K.B.2    Lou, Y.C.3
  • 8
    • 84868662152 scopus 로고    scopus 로고
    • The impact of electronic word-of-mouth communication: a literature analysis and integrative model
    • ), “ȍ
    • Cheung, C.M.K. and Thadani, D.R. (2012), “The impact of electronic word-of-mouth communication: a literature analysis and integrative model”, Decision Support Systems, Vol. 54 No. 1, pp. 461-470.
    • (2012) Decision Support Systems , vol.54 , Issue.1 , pp. 461-470
    • Cheung, C.M.K.1    Thadani, D.R.2
  • 9
    • 33748566804 scopus 로고    scopus 로고
    • The effect of word of mouth on sales: online book reviews
    • ), “ȍ
    • Chevalier, J. a and Mayzlin, D. (2006), “The effect of word of mouth on sales: online book reviews”, Journal of Marketing Research, Vol. 43 No. 3, pp. 345-354.
    • (2006) Journal of Marketing Research , vol.43 , Issue.3 , pp. 345-354
    • Chevalier, J.1    Mayzlin, D.2
  • 10
    • 29144462507 scopus 로고    scopus 로고
    • Predicting and explaining patronage behavior toward web and traditional stores using neural networks: a comparative analysis with logistic regression
    • ), “ȍ
    • Chiang, W.Y.K., Zhang, D. and Zhou, L. (2006), “Predicting and explaining patronage behavior toward web and traditional stores using neural networks: a comparative analysis with logistic regression”, Decision Support Systems, Vol. 41 No. 2, pp. 514-531.
    • (2006) Decision Support Systems , vol.41 , Issue.2 , pp. 514-531
    • Chiang, W.Y.K.1    Zhang, D.2    Zhou, L.3
  • 12
    • 84867690239 scopus 로고    scopus 로고
    • Predicting m-commerce adoption determinants: a neural network approach
    • ), “ȍ
    • Chong, A.Y.-L. (2013), “Predicting m-commerce adoption determinants: a neural network approach”, Expert Systems with Applications, Vol. 40 No. 2, pp. 523-530.
    • (2013) Expert Systems with Applications , vol.40 , Issue.2 , pp. 523-530
    • Chong, A.Y.-L.1
  • 14
    • 42549138761 scopus 로고    scopus 로고
    • Adoption of interorganizational system standards in supply chains: an empirical analysis of RosettaNet standards
    • ), “ȍ
    • Chong, A.Y.-L. and Ooi, K.B. (2008), “Adoption of interorganizational system standards in supply chains: an empirical analysis of RosettaNet standards”, Industrial Management & Data Systems, Vol. 108 No. 4, pp. 529-547.
    • (2008) Industrial Management & Data Systems , vol.108 , Issue.4 , pp. 529-547
    • Chong, A.Y.-L.1    Ooi, K.B.2
  • 15
    • 84901722968 scopus 로고    scopus 로고
    • Demand chain management: relationships between external antecedents, web-based integration and service innovation performance
    • ), “” , , :
    • Chong, A.Y.-L. and Zhou, L. (2014), “Demand chain management: relationships between external antecedents, web-based integration and service innovation performance”, International Journal of Production Economics, Vol. 154, pp. 48-58, available at: www.sciencedirect.com/science/journal/09255273/154
    • (2014) International Journal of Production Economics , vol.154 , pp. 48-58
    • Chong, A.Y.-L.1    Zhou, L.2
  • 16
    • 70349414331 scopus 로고    scopus 로고
    • The relationship between supply chain factors and adoption of e-collaboration tools: an empirical examination
    • ), “ȍ
    • Chong, A.Y.-L., Ooi, K.-B. and Sohal, A. (2009), “The relationship between supply chain factors and adoption of e-collaboration tools: an empirical examination”, International Journal of Production Economics, Vol. 122 No. 1, pp. 150-160.
    • (2009) International Journal of Production Economics , vol.122 , Issue.1 , pp. 150-160
    • Chong, A.Y.-L.1    Ooi, K.-B.2    Sohal, A.3
  • 17
    • 84873482237 scopus 로고    scopus 로고
    • Do interorganisational relationships and knowledge-management practices enhance collaborative commerce adoption?
    • ), “ȍ
    • Chong, A.Y.-L., Chan, F.T.S., Goh, M. and Tiwari, M.K. (2013), “Do interorganisational relationships and knowledge-management practices enhance collaborative commerce adoption?”, International Journal of Production Research, Vol. 51 No. 7, pp. 2006-2018.
    • (2013) International Journal of Production Research , vol.51 , Issue.7 , pp. 2006-2018
    • Chong, A.Y.-L.1    Chan, F.T.S.2    Goh, M.3    Tiwari, M.K.4
  • 18
    • 33750360897 scopus 로고    scopus 로고
    • When online reviews meet hyperdifferentiation: a study of the craft beer industry
    • ), “ȍ
    • Clemons, E.K., Gao, G.G. and Hitt, L.M. (2006), “When online reviews meet hyperdifferentiation: a study of the craft beer industry”, Journal of Management Information Systems, Vol. 23 No. 2, pp. 149-171.
    • (2006) Journal of Management Information Systems , vol.23 , Issue.2 , pp. 149-171
    • Clemons, E.K.1    Gao, G.G.2    Hitt, L.M.3
  • 19
    • 13844255808 scopus 로고    scopus 로고
    • The impact of e-business on supply chain management: an empirical study of key developments
    • ), “ȍ
    • Croom, S.R. (2005), “The impact of e-business on supply chain management: an empirical study of key developments”, International Journal of Operations & Production Management, Vol. 25 No. 1, pp. 55-73.
    • (2005) International Journal of Operations & Production Management , vol.25 , Issue.1 , pp. 55-73
    • Croom, S.R.1
  • 20
    • 84866726897 scopus 로고    scopus 로고
    • The effect of online consumer reviews on new product sales
    • ), “ȍ
    • Cui, G., Lui, H.-K. and Guo, X. (2012), “The effect of online consumer reviews on new product sales”, International Journal of Electronic Commerce, Vol. 17 No. 1, pp. 39-58.
    • (2012) International Journal of Electronic Commerce , vol.17 , Issue.1 , pp. 39-58
    • Cui, G.1    Lui, H.-K.2    Guo, X.3
  • 21
    • 67449162956 scopus 로고    scopus 로고
    • An empirical study of online word of mouth as a predictor for multi-product category e-commerce sales
    • ), “ȍ
    • Davis, A. and Khazanchi, D. (2008), “An empirical study of online word of mouth as a predictor for multi-product category e-commerce sales”, Electronic Markets, Vol. 18 No. 2, pp. 130-141.
    • (2008) Electronic Markets , vol.18 , Issue.2 , pp. 130-141
    • Davis, A.1    Khazanchi, D.2
  • 23
    • 33750485038 scopus 로고    scopus 로고
    • E-commerce developments and strategies for value creation: the case of Russia
    • ), “ȍ
    • Doern, R.R. and Fey, C.F. (2006), “E-commerce developments and strategies for value creation: the case of Russia”, Journal of World Business, Vol. 41 No. 4, pp. 315-327.
    • (2006) Journal of World Business , vol.41 , Issue.4 , pp. 315-327
    • Doern, R.R.1    Fey, C.F.2
  • 24
    • 24744446669 scopus 로고    scopus 로고
    • Risk and maximum acceptable discount levels
    • ), “ȍ
    • Drozdenko, R. and Jensen, M. (2005), “Risk and maximum acceptable discount levels”, Journal of Product & Brand Management, Vol. 14 No. 4, pp. 264-270.
    • (2005) Journal of Product & Brand Management , vol.14 , Issue.4 , pp. 264-270
    • Drozdenko, R.1    Jensen, M.2
  • 25
    • 45249083412 scopus 로고    scopus 로고
    • The dynamics of online word-of-mouth and product sales – an empirical investigation of the movie industry
    • ), “ȍ
    • Duan, W., Gu, B. and Whinston, A. (2008), “The dynamics of online word-of-mouth and product sales – an empirical investigation of the movie industry”, Journal of Retailing, Vol. 84 No. 2, pp. 233-242.
    • (2008) Journal of Retailing , vol.84 , Issue.2 , pp. 233-242
    • Duan, W.1    Gu, B.2    Whinston, A.3
  • 26
    • 49749143338 scopus 로고    scopus 로고
    • Measuring the impact of positive and negative word of mouth on brand purchase probability
    • ), “ȍ
    • East, R., Hammond, K. and Lomax, W. (2008), “Measuring the impact of positive and negative word of mouth on brand purchase probability”, International Journal of Research in Marketing, Vol. 25 No. 3, pp. 215-224.
    • (2008) International Journal of Research in Marketing , vol.25 , Issue.3 , pp. 215-224
    • East, R.1    Hammond, K.2    Lomax, W.3
  • 27
    • 0002720713 scopus 로고
    • The after-effects of price-related consumer promotions
    • ), “ȍ
    • Ehrenberg, A.S., Hammond, K. and Goodhardt, G.J. (1994), “The after-effects of price-related consumer promotions”, Journal of Advertising Research, Vol. 34 No. 4, pp. 11-22.
    • (1994) Journal of Advertising Research , vol.34 , Issue.4 , pp. 11-22
    • Ehrenberg, A.S.1    Hammond, K.2    Goodhardt, G.J.3
  • 28
    • 34547525049 scopus 로고    scopus 로고
    • Comparison of genetic algorithm and neural network approaches for the drying process of carrot
    • ), “ȍ
    • Erenturk, S. and Erenturk, K. (2007), “Comparison of genetic algorithm and neural network approaches for the drying process of carrot”, Journal of Food Engineering, Vol. 78 No. 3, pp. 905-912.
    • (2007) Journal of Food Engineering , vol.78 , Issue.3 , pp. 905-912
    • Erenturk, S.1    Erenturk, K.2
  • 29
    • 84902552026 scopus 로고    scopus 로고
    • How online product reviews affect retail sales: a meta-analysis
    • ), “ȍ
    • Floyd, K., Freling, R., Alhoqail, S., Cho, H.Y. and Freling, T. (2014), “How online product reviews affect retail sales: a meta-analysis”, Journal of Retailing, Vol. 90 No. 2, pp. 217-232.
    • (2014) Journal of Retailing , vol.90 , Issue.2 , pp. 217-232
    • Floyd, K.1    Freling, R.2    Alhoqail, S.3    Cho, H.Y.4    Freling, T.5
  • 30
    • 84919389514 scopus 로고    scopus 로고
    • Beyond the hype: big data concepts, methods, and analytics
    • ), “ȍ
    • Gandomi, A. and Haider, M. (2015), “Beyond the hype: big data concepts, methods, and analytics”, International Journal of Information Management, Vol. 35 No. 2, pp. 137-144.
    • (2015) International Journal of Information Management , vol.35 , Issue.2 , pp. 137-144
    • Gandomi, A.1    Haider, M.2
  • 31
    • 84856144333 scopus 로고    scopus 로고
    • ), “”
    • Garcia, D. and Schweitzer, F. (2011), “Emotions in product reviews--empirics and models”, The Proceedings of the 2011 IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), Boston, MA, October 9-11, pp. 483-488.
    • (2011) Emotions in product reviews--empirics and models , pp. 483-488
    • Garcia, D.1    Schweitzer, F.2
  • 32
    • 0032146239 scopus 로고    scopus 로고
    • Artificial neural networks (the multilayer perceptron) – a review of applications in the atmospheric sciences
    • ), “ȍ
    • Gardner, M. and Dorling, S. (1998), “Artificial neural networks (the multilayer perceptron) – a review of applications in the atmospheric sciences”, Atmospheric Environment, Vol. 32 No. 14, pp. 2627-2636.
    • (1998) Atmospheric Environment , vol.32 , Issue.14 , pp. 2627-2636
    • Gardner, M.1    Dorling, S.2
  • 34
    • 15344341300 scopus 로고    scopus 로고
    • Hybrid genetic algorithm for multi-time period production/distribution planning
    • ), “ȍ
    • Gen, M. and Syarif, A. (2005), “Hybrid genetic algorithm for multi-time period production/distribution planning”, Computers & Industrial Engineering, Vol. 48 No. 4, pp. 799-809.
    • (2005) Computers & Industrial Engineering , vol.48 , Issue.4 , pp. 799-809
    • Gen, M.1    Syarif, A.2
  • 37
    • 0037442845 scopus 로고    scopus 로고
    • Review and comparison of methods to study the contribution variables in artificial neural network models
    • ), “ȍ
    • Gevrey, M., Dimopoulus, L. and Lek, S. (2003), “Review and comparison of methods to study the contribution variables in artificial neural network models”, Ecological Modelling, Vol. 160 No. 3, pp. 249-264.
    • (2003) Ecological Modelling , vol.160 , Issue.3 , pp. 249-264
    • Gevrey, M.1    Dimopoulus, L.2    Lek, S.3
  • 38
    • 80051798115 scopus 로고    scopus 로고
    • Estimating the helpfulness and economic impact of product reviews: mining text and reviewer characteristics
    • ), “ȍ
    • Ghose, A. and Ipeirotis, P.G. (2011), “Estimating the helpfulness and economic impact of product reviews: mining text and reviewer characteristics”, IEEE Transactions on Knowledge and Data Engineering, Vol. 23 No. 10, pp. 1498-1512.
    • (2011) IEEE Transactions on Knowledge and Data Engineering , vol.23 , Issue.10 , pp. 1498-1512
    • Ghose, A.1    Ipeirotis, P.G.2
  • 39
    • 21144481927 scopus 로고
    • The discounting of discounts and promotion thresholds
    • ), “ȍ
    • Gupta, S. and Cooper, L.G. (1992), “The discounting of discounts and promotion thresholds”, Journal of Consumer Research, Vol. 19 No. 3, pp. 401-411.
    • (1992) Journal of Consumer Research , vol.19 , Issue.3 , pp. 401-411
    • Gupta, S.1    Cooper, L.G.2
  • 43
    • 84892369762 scopus 로고    scopus 로고
    • Ratings lead you to the product, reviews help you clinch it? the mediating role of online review sentiments on product sales
    • ), “” , , :
    • Hu, N., Koh, N.S. and Reddy, S.K. (2014), “Ratings lead you to the product, reviews help you clinch it? the mediating role of online review sentiments on product sales”, Decision Support Systems, Vol. 57, pp. 42-53, available at: www.sciencedirect.com/science/journal/01679236/57
    • (2014) Decision Support Systems , vol.57 , pp. 42-53
    • Hu, N.1    Koh, N.S.2    Reddy, S.K.3
  • 45
    • 84920653277 scopus 로고    scopus 로고
    • Measuring the benefits of ERP on supply management maturity model: a ‘big data’ method
    • ), “ȍ
    • Huang, Y. and Handfield, R.B. (2015), “Measuring the benefits of ERP on supply management maturity model: a ‘big data’ method”, International Journal of Operations & Production Management, Vol. 35 No. 1, pp. 2-25.
    • (2015) International Journal of Operations & Production Management , vol.35 , Issue.1 , pp. 2-25
    • Huang, Y.1    Handfield, R.B.2
  • 46
    • 0032174997 scopus 로고    scopus 로고
    • Negative information weighs more heavily on the brain: the negativity bias in evaluative categorizations
    • ), “ȍ
    • Ito, T.A., Larsen, J.T., Smith, N.K. and Cacioppo, J.T. (1998), “Negative information weighs more heavily on the brain: the negativity bias in evaluative categorizations”, Journal of Personality and Social Psychology, Vol. 75 No. 4, pp. 887-900.
    • (1998) Journal of Personality and Social Psychology , vol.75 , Issue.4 , pp. 887-900
    • Ito, T.A.1    Larsen, J.T.2    Smith, N.K.3    Cacioppo, J.T.4
  • 47
    • 2342485092 scopus 로고    scopus 로고
    • Advertised reference prices in an Internet environment: effects on consumer price perceptions and channel search intentions
    • ), “ȍ
    • Jensen, T., Kees, J., Burton, S. and Turnipseed, F.L. (2003), “Advertised reference prices in an Internet environment: effects on consumer price perceptions and channel search intentions”, Journal of Interactive Marketing, Vol. 17 No. 2, pp. 20-33.
    • (2003) Journal of Interactive Marketing , vol.17 , Issue.2 , pp. 20-33
    • Jensen, T.1    Kees, J.2    Burton, S.3    Turnipseed, F.L.4
  • 48
    • 84902602980 scopus 로고    scopus 로고
    • Experimental evidence of massive-scale emotional contagion through social networks
    • ), “ȍ
    • Kramer, A.D.I., Guillory, J.E. and Hancock, J.T. (2014), “Experimental evidence of massive-scale emotional contagion through social networks”, Proceedings of the National Academy of Sciences, Vol. 111 No. 24, pp. 8788-8790.
    • (2014) Proceedings of the National Academy of Sciences , vol.111 , Issue.24 , pp. 8788-8790
    • Kramer, A.D.I.1    Guillory, J.E.2    Hancock, J.T.3
  • 49
    • 52049106147 scopus 로고    scopus 로고
    • The effect of negative online consumer reviews on product attitude: an information processing view
    • ), “ȍ
    • Lee, J., Park, D.H. and Han, I. (2008), “The effect of negative online consumer reviews on product attitude: an information processing view”, Electronic Commerce Research and Applications, Vol. 7 No. 3, pp. 341-352.
    • (2008) Electronic Commerce Research and Applications , vol.7 , Issue.3 , pp. 341-352
    • Lee, J.1    Park, D.H.2    Han, I.3
  • 50
    • 0032484447 scopus 로고    scopus 로고
    • Genetic algorithm approach to earliness and tardiness production scheduling and planning problem
    • ), “ȍ
    • Li, Y., Ip, W.H. and Wang, D.W. (1998), “Genetic algorithm approach to earliness and tardiness production scheduling and planning problem”, International Journal of Production Economics, Vol. 54 No. 1, pp. 65-76.
    • (1998) International Journal of Production Economics , vol.54 , Issue.1 , pp. 65-76
    • Li, Y.1    Ip, W.H.2    Wang, D.W.3
  • 51
    • 0002531270 scopus 로고
    • Distinguishing coupon proneness from value consciousness: an acquisition-transaction utility theory perspective
    • ), “ȍ
    • Lichtenstein, D.R., Netemeyer, R.G. and Burton, S. (1990), “Distinguishing coupon proneness from value consciousness: an acquisition-transaction utility theory perspective”, Journal of Marketing, Vol. 54 No. 3, pp. 54-67.
    • (1990) Journal of Marketing , vol.54 , Issue.3 , pp. 54-67
    • Lichtenstein, D.R.1    Netemeyer, R.G.2    Burton, S.3
  • 52
    • 33746341776 scopus 로고    scopus 로고
    • Word of mouth for movies: its dynamics and impact on box office revenue
    • ), “ȍ
    • Liu, Y. (2006), “Word of mouth for movies: its dynamics and impact on box office revenue”, Journal of Marketing, Vol. 70 No. 3, pp. 74-89.
    • (2006) Journal of Marketing , vol.70 , Issue.3 , pp. 74-89
    • Liu, Y.1
  • 53
    • 0032049311 scopus 로고    scopus 로고
    • The hot strip mill production scheduling problem: a Tabu search approach
    • ), “ȍ
    • Lopez, L., Carter, M.W. and Gendreau, M. (1998), “The hot strip mill production scheduling problem: a Tabu search approach”, European Journal of Operational Research, Vol. 106 No. 2, pp. 317-335.
    • (1998) European Journal of Operational Research , vol.106 , Issue.2 , pp. 317-335
    • Lopez, L.1    Carter, M.W.2    Gendreau, M.3
  • 54
    • 84885093762 scopus 로고    scopus 로고
    • Promotional marketing or word-of-mouth? Evidence from online restaurant reviews
    • ), “ȍ
    • Lu, X., Ba, S., Huang, L. and Feng, Y. (2013), “Promotional marketing or word-of-mouth? Evidence from online restaurant reviews”, Information Systems Research, Vol. 24 No. 3, pp. 596-612.
    • (2013) Information Systems Research , vol.24 , Issue.3 , pp. 596-612
    • Lu, X.1    Ba, S.2    Huang, L.3    Feng, Y.4
  • 55
    • 84961592125 scopus 로고    scopus 로고
    • ), “Reviews, reputation, revenue: the case of”, working paper, Harvard Business School, Harvard University, Boston, MA, September 16
    • Luca, M. (2011), “Reviews, reputation, and revenue: the case of Yelp.com”, working paper, Harvard Business School, Harvard University, Boston, MA, September 16.
    • (2011)
    • Luca, M.1
  • 56
    • 84977638912 scopus 로고    scopus 로고
    • Sales promotion in Asia: successful strategies for Singapore and Malaysia
    • ), “ȍ
    • McNeill, L. (2013), “Sales promotion in Asia: successful strategies for Singapore and Malaysia”, Asia Pacific Journal of Marketing and Logistics, Vol. 25 No. 1, pp. 48-69.
    • (2013) Asia Pacific Journal of Marketing and Logistics , vol.25 , Issue.1 , pp. 48-69
    • McNeill, L.1
  • 57
    • 84986177818 scopus 로고    scopus 로고
    • Price threshold and discount saturation point in Singapore
    • ), “ȍ
    • Marshall, R. and Leng, S.B. (2002), “Price threshold and discount saturation point in Singapore”, Journal of Product & Brand Management, Vol. 11 No. 3, pp. 147-159.
    • (2002) Journal of Product & Brand Management , vol.11 , Issue.3 , pp. 147-159
    • Marshall, R.1    Leng, S.B.2
  • 58
    • 77649111353 scopus 로고    scopus 로고
    • What makes a helpful review? A study of customer reviews on
    • ), “ȍ
    • Mudambi, S. and Schuff, D. (2010), “What makes a helpful review? A study of customer reviews on Amazon.com”, MIS Quarterly, Vol. 32 No. 1, pp. 185-200.
    • (2010) MIS Quarterly , vol.32 , Issue.1 , pp. 185-200
    • Mudambi, S.1    Schuff, D.2
  • 59
    • 84893663463 scopus 로고    scopus 로고
    • Intention to purchase on social commerce websites across cultures: a cross-regional study
    • ), “ȍ
    • Ng, C.S.-P. (2013), “Intention to purchase on social commerce websites across cultures: a cross-regional study”, Information & Management, Vol. 50 No. 8, pp. 609-620.
    • (2013) Information & Management , vol.50 , Issue.8 , pp. 609-620
    • Ng, C.S.-P.1
  • 60
    • 84900396570 scopus 로고    scopus 로고
    • Swift guanxi in online marketplaces: the role of computer-mediated communication technologies
    • ), “ȍ
    • Ou, C.X., Pavlou, P.A. and Davison, R. (2014), “Swift guanxi in online marketplaces: the role of computer-mediated communication technologies”, MIS Quarterly, Vol. 38 No. 1, pp. 209-230.
    • (2014) MIS Quarterly , vol.38 , Issue.1 , pp. 209-230
    • Ou, C.X.1    Pavlou, P.A.2    Davison, R.3
  • 61
    • 48449095896 scopus 로고    scopus 로고
    • Opinion mining and sentiment analysis
    • ), “” :(accessed March 10, 2015)
    • Pang, B. and Lee, L. (2008), “Opinion mining and sentiment analysis”, Foundations and Trends in Information Retrieval, available at: http://dl.acm.org/citation.cfm?id=1454712 (accessed March 10, 2015).
    • (2008) Foundations and Trends in Information Retrieval
    • Pang, B.1    Lee, L.2
  • 62
    • 0035643026 scopus 로고    scopus 로고
    • Service with a smile: emotional contagion in the service encounter
    • ), “ȍ
    • Pugh, S.D. (2001), “Service with a smile: emotional contagion in the service encounter”, Academy of Management Journal, Vol. 44 No. 5, pp. 1018-1027.
    • (2001) Academy of Management Journal , vol.44 , Issue.5 , pp. 1018-1027
    • Pugh, S.D.1
  • 63
    • 84860727511 scopus 로고    scopus 로고
    • Supply chain collaboration for improved forecast accuracy of promotional sales
    • ), “ȍ
    • Ramanathan, U. (2012), “Supply chain collaboration for improved forecast accuracy of promotional sales”, International Journal of Operations & Production Management, Vol. 32 No. 6, pp. 676-695.
    • (2012) International Journal of Operations & Production Management , vol.32 , Issue.6 , pp. 676-695
    • Ramanathan, U.1
  • 64
    • 3042642474 scopus 로고    scopus 로고
    • The influence of online product recommendations on consumers’ online choices
    • ), “ȍ
    • Senecal, S. and Nantel, J. (2004), “The influence of online product recommendations on consumers’ online choices”, Journal of Retailing, Vol. 80 No. 2, pp. 159-169.
    • (2004) Journal of Retailing , vol.80 , Issue.2 , pp. 159-169
    • Senecal, S.1    Nantel, J.2
  • 65
    • 84899422466 scopus 로고    scopus 로고
    • Understanding and predicting the motivators of mobile music acceptance – a multi-stage MRA-artificial neural network approach
    • ), “ȍ
    • Sim, J.J., Tan, G.W.H., Wong, J.C., Ooi, K.B. and Hew, T.S. (2014), “Understanding and predicting the motivators of mobile music acceptance – a multi-stage MRA-artificial neural network approach”, Telematics and Informatics, Vol. 31 No. 4, pp. 569-584.
    • (2014) Telematics and Informatics , vol.31 , Issue.4 , pp. 569-584
    • Sim, J.J.1    Tan, G.W.H.2    Wong, J.C.3    Ooi, K.B.4    Hew, T.S.5
  • 66
    • 0346433442 scopus 로고    scopus 로고
    • Strategic online customer decision making: leveraging the transformational power of the Internet
    • ), “ȍ
    • Smith, A.D. and Rupp, W.T. (2003), “Strategic online customer decision making: leveraging the transformational power of the Internet”, Online Information Review, Vol. 27 No. 6, pp. 418-432.
    • (2003) Online Information Review , vol.27 , Issue.6 , pp. 418-432
    • Smith, A.D.1    Rupp, W.T.2
  • 67
    • 80051647236 scopus 로고    scopus 로고
    • A dynamic model of the effect of online communications on firm sales
    • ), “ȍ
    • Sonnier, G.P., McAlister, L. and Rutz, O.J. (2011), “A dynamic model of the effect of online communications on firm sales”, Marketing Science, Vol. 30 No. 4, pp. 702-716.
    • (2011) Marketing Science , vol.30 , Issue.4 , pp. 702-716
    • Sonnier, G.P.1    McAlister, L.2    Rutz, O.J.3
  • 68
    • 79960306518 scopus 로고    scopus 로고
    • The impact of online reviews on hotel booking intentions and perception of trust
    • ), “ȍ
    • Sparks, B.A. and Browning, V. (2011), “The impact of online reviews on hotel booking intentions and perception of trust”, Tourism Management, Vol. 32 No. 6, pp. 1310-1323.
    • (2011) Tourism Management , vol.32 , Issue.6 , pp. 1310-1323
    • Sparks, B.A.1    Browning, V.2
  • 69
    • 84986173232 scopus 로고    scopus 로고
    • Brand evaluations: a comparison of fixed price and discounted price offers
    • ), “ȍ
    • Suri, R., Manchanda, R.V. and Kohli, C.S. (2000), “Brand evaluations: a comparison of fixed price and discounted price offers”, Journal of Product & Brand Management, Vol. 9 No. 3, pp. 193-207.
    • (2000) Journal of Product & Brand Management , vol.9 , Issue.3 , pp. 193-207
    • Suri, R.1    Manchanda, R.V.2    Kohli, C.S.3
  • 70
    • 84921361743 scopus 로고    scopus 로고
    • Is neutral really neutral? The effects of neutral user-generated content on product sales
    • ), “ȍ
    • Tang, T.Y., Fang, E.E. and Feng, W. (2014), “Is neutral really neutral? The effects of neutral user-generated content on product sales”, Journal of Marketing, Vol. 78 No. 71328203, pp. 41-58.
    • (2014) Journal of Marketing , vol.78 , pp. 41-58
    • Tang, T.Y.1    Fang, E.E.2    Feng, W.3
  • 71
    • 84859342654 scopus 로고    scopus 로고
    • Does chatter really matter? Dynamics of user-generated content and stock performance
    • ), “ȍ
    • Tirunillai, S. and Tellis, G.J. (2012), “Does chatter really matter? Dynamics of user-generated content and stock performance”, Marketing Science, Vol. 31 No. 2, pp. 198-215.
    • (2012) Marketing Science , vol.31 , Issue.2 , pp. 198-215
    • Tirunillai, S.1    Tellis, G.J.2
  • 72
    • 0001154762 scopus 로고    scopus 로고
    • Determinants and consequences of employee displayed positive emotions
    • ), “ȍ
    • Tsai, W.-C. (2001), “Determinants and consequences of employee displayed positive emotions”, Journal of Management, Vol. 27 No. 4, pp. 497-512.
    • (2001) Journal of Management , vol.27 , Issue.4 , pp. 497-512
    • Tsai, W.-C.1
  • 73
    • 71949097582 scopus 로고    scopus 로고
    • High-performance product management: the impact of structure, process, competencies, and role definition
    • ), “ȍ
    • Tyagi, R.K. and Sawhney, M.S. (2010), “High-performance product management: the impact of structure, process, competencies, and role definition”, Journal of Product Innovation Management, Vol. 27 No. 1, pp. 83-96.
    • (2010) Journal of Product Innovation Management , vol.27 , Issue.1 , pp. 83-96
    • Tyagi, R.K.1    Sawhney, M.S.2
  • 74
    • 56649111315 scopus 로고    scopus 로고
    • Tried and tested: the impact of online hotel reviews on consumer consideration
    • ), “ȍ
    • Vermeulen, I.E. and Seegers, D. (2009), “Tried and tested: the impact of online hotel reviews on consumer consideration”, Tourism Management, Vol. 30 No. 1, pp. 123-127.
    • (2009) Tourism Management , vol.30 , Issue.1 , pp. 123-127
    • Vermeulen, I.E.1    Seegers, D.2
  • 76
    • 84869026705 scopus 로고    scopus 로고
    • The heterogeneous effect of WOM on product sales: why the effect of WOM valence is mixed?
    • ), “ȍ
    • Yang, J., Kim, W., Amblee, N. and Jeong, J. (2012), “The heterogeneous effect of WOM on product sales: why the effect of WOM valence is mixed?”, European Journal of Marketing, Vol. 46 Nos 11/12, pp. 1523-1538.
    • (2012) European Journal of Marketing , vol.46 , Issue.11-12 , pp. 1523-1538
    • Yang, J.1    Kim, W.2    Amblee, N.3    Jeong, J.4
  • 77
    • 79551490318 scopus 로고    scopus 로고
    • The influence of user-generated content on traveler behavior: an empirical investigation on the effects of e-word-of-mouth to hotel online bookings
    • ), “ȍ
    • Ye, Q., Law, R., Gu, B. and Chen, W. (2011), “The influence of user-generated content on traveler behavior: an empirical investigation on the effects of e-word-of-mouth to hotel online bookings”, Computers in Human Behavior, Vol. 27 No. 2, pp. 634-639.
    • (2011) Computers in Human Behavior , vol.27 , Issue.2 , pp. 634-639
    • Ye, Q.1    Law, R.2    Gu, B.3    Chen, W.4
  • 78
    • 84908596584 scopus 로고    scopus 로고
    • Anxious or angry? Effects of discrete emotions on the perceived helpfulness of online reviews
    • ), “ȍ
    • Yin, D., Bond, S. and Zhang, H. (2014), “Anxious or angry? Effects of discrete emotions on the perceived helpfulness of online reviews”, Mis Quarterly, Vol. 38 No. 2, pp. 539-560.
    • (2014) Mis Quarterly , vol.38 , Issue.2 , pp. 539-560
    • Yin, D.1    Bond, S.2    Zhang, H.3
  • 79
    • 84951558415 scopus 로고    scopus 로고
    • User preferences for web site attributes: a study of the Hong Kong Disneyland
    • ), “ȍ
    • Yip, L. and Law, R. (2002), “User preferences for web site attributes: a study of the Hong Kong Disneyland”, Asia Pacific Journal of Tourism Research, Vol. 7 No. 1, pp. 36-44.
    • (2002) Asia Pacific Journal of Tourism Research , vol.7 , Issue.1 , pp. 36-44
    • Yip, L.1    Law, R.2
  • 80
    • 84863236785 scopus 로고    scopus 로고
    • Mining online reviews for predicting sales performance: a case study in the movie domain
    • ), “ȍ
    • Yu, X., Liu, Y., Huang, X. and An, A. (2012), “Mining online reviews for predicting sales performance: a case study in the movie domain”, IEEE Transactions on Knowledge and Data Engineering, Vol. 24 No. 4, pp. 720-734.
    • (2012) IEEE Transactions on Knowledge and Data Engineering , vol.24 , Issue.4 , pp. 720-734
    • Yu, X.1    Liu, Y.2    Huang, X.3    An, A.4
  • 81
    • 77958178851 scopus 로고    scopus 로고
    • When does electronic word-of-mouth matter? A study of consumer product reviews
    • ), “ȍ
    • Zhang, J.Q., Craciun, G. and Shin, D. (2010), “When does electronic word-of-mouth matter? A study of consumer product reviews”, Journal of Business Research, Vol. 63 No. 12, pp. 1336-1341.
    • (2010) Journal of Business Research , vol.63 , Issue.12 , pp. 1336-1341
    • Zhang, J.Q.1    Craciun, G.2    Shin, D.3
  • 82
    • 0034688395 scopus 로고    scopus 로고
    • A genetic algorithm for manufacturing cell formation with multiple routes and multiple objectives
    • ), “ȍ
    • Zhao, C. and Wu, Z. (2000), “A genetic algorithm for manufacturing cell formation with multiple routes and multiple objectives”, International Journal of Production Research, Vol. 38 No. 2, pp. 385-395.
    • (2000) International Journal of Production Research , vol.38 , Issue.2 , pp. 385-395
    • Zhao, C.1    Wu, Z.2
  • 83
    • 77949527085 scopus 로고    scopus 로고
    • Impact of online consumer reviews on sales: the moderating role of product and consumer characteristics
    • ), “ȍ
    • Zhu, F. and Zhang, X.M. (2010), “Impact of online consumer reviews on sales: the moderating role of product and consumer characteristics”, Journal of Marketing, Vol. 74 No. 2, pp. 133-148.
    • (2010) Journal of Marketing , vol.74 , Issue.2 , pp. 133-148
    • Zhu, F.1    Zhang, X.M.2
  • 84
    • 84929311609 scopus 로고    scopus 로고
    • The bottom-up formation and maintenance of a twitter community: analysis of the #FreeJahar Twitter community
    • ), “ȍ
    • Ch’ng, E. (2015), “The bottom-up formation and maintenance of a twitter community: analysis of the #FreeJahar Twitter community”, Industrial Management & Data Systems, Vol. 115 No. 4, pp. 612-624.
    • (2015) Industrial Management & Data Systems , vol.115 , Issue.4 , pp. 612-624
    • Ch’ng, E.1
  • 85
    • 84917707318 scopus 로고    scopus 로고
    • Gaining customer knowledge in low cost airlines through text mining
    • ), “ȍ
    • Liau, B.Y. and Tan, P.P. (2014), “Gaining customer knowledge in low cost airlines through text mining”, Industrial Management & Data Systems, Vol. 114 No. 9, pp. 1344-1359.
    • (2014) Industrial Management & Data Systems , vol.114 , Issue.9 , pp. 1344-1359
    • Liau, B.Y.1    Tan, P.P.2
  • 86
    • 84908464571 scopus 로고    scopus 로고
    • Product weakness finder: an opinion-aware system through sentiment analysis
    • ), “ȍ
    • Wang, H. and Wang, W. (2014), “Product weakness finder: an opinion-aware system through sentiment analysis”, Industrial Management & Data Systems, Vol. 114 No. 8, pp. 1301-1320.
    • (2014) Industrial Management & Data Systems , vol.114 , Issue.8 , pp. 1301-1320
    • Wang, H.1    Wang, W.2


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