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題名:Incorporating Economic Indicators and Competitive Dynamics into the Prediction of 3C Retailing Stores and Online E-commerce Platforms
書刊名:管理與系統
作者:王志軒王蓉萱
作者(外文):Wang, Chih-hsuanWang, Rong-hsuan
出版日期:2022
卷期:29:2
頁次:頁281-302
主題關鍵詞:經濟指標通路競爭銷售預測Economic indicatorsChannel competitionSales forecasting
原始連結:連回原系統網址new window
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  • 共同引用共同引用:0
  • 點閱點閱:4
期刊論文
1.Choi, S. C.(1991)。Price Competition in A Channel Structure with A Common Retailer。Marketing Science,10(4),271-296。  new window
2.Tsai, B. H.、Li, Y.、Lee, G. H.(2010)。Forecasting global adoption of crystal display televisions with modified product diffusion model。Computer and Industrial Engineering,58(4),553-562。  new window
3.Wong, W. K.、Guo, Z. X.(2010)。A hybrid intelligent model for medium-term sales forecasting in fashion retail supply chains using extreme learning machine and harmony search algorithm。International Journal of Production Economics,128(2),614-625。  new window
4.Thomassey, Sebastien(2010)。Sales forecasts in clothing industry: The key success factor of the supply chain management。International Journal of Production Economics,128(2),470-483。  new window
5.Sims, C. A.(1980)。Macroeconomics and Reality。Econometrica: Journal of The Econometric Society,48(1),1-48。  new window
6.Lin, C. J.、Lee, T. S.(2013)。Tourism demand forecasting: econometric model based on multivariate adaptive regression splines, artificial neural network and support vector regression。Advances in Management and Applied Economics,3(6),1-18。  new window
7.Worrell, E.、Price, L.、Martin, N.、Farla, J.、Schaeffer, R.(1997)。Energy intensity in the iron and steel industry: a comparison of physical and economic indicators。Energy Policy,25(7-9),727-744。  new window
8.Ceylan, H.、Ozturk, H. K.(2004)。Estimating energy demand of Turkey based on economic indicators using genetic algorithm approach。Energy Conversion and Management,45(15/16),2525-2537。  new window
9.Coughlan, A. T.(1985)。Competition and Cooperation in Marketing Channel Choice: Theory and Application。Marketing Science,4(2),110-129。  new window
10.McLaren, N.、Shanbhogue, R.(2011)。Using internet search data as economic indicators。Bank of England Quarterly Bulletin,51(2),134-140。  new window
11.Chiang, S.-Y.、Wong, G.-G.(2011)。Competitive diffusion of personal computer shipments in Taiwan。Technological Forecasting and Social Change,78(3),526-535。  new window
12.Kreng, V.-B.、Wang, T.-C.、Wang, H.-T.(2012)。Tripartite dynamic competition and equilibrium analysis on global television market。Computers and Industrial Engineering,63(1),75-81。  new window
13.Cho, V.(2001)。Tourism forecasting and its relationship with leading economic indicators。Journal of Hospitality and Tourism Research,25(4),399-420。  new window
14.Choi, T. M.、Yu, Y.、Au, K. F.(2011)。A hybrid SARIMA wavelet transform method for sales forecasting。Decision Support Systems,51(1),130-140。  new window
15.Granger, Clive W. J.(1969)。Investigating causal relations by econometric models and cross-spectral methods。Econometrica: Journal of the Econometric Society,37(3),424-438。  new window
16.Clements, M. P.、Galvão, A. B.(2009)。Forecasting US Output Growth Using Leading Indicators: an Appraisal Using MIDAS Models。Journal of Applied Econometrics,24(7),1187-1206。  new window
17.Yuan, X.、Li, L.、Wang, Y.(2020)。Nonlinear Dynamic Soft Sensor Modeling with Supervised Long Short-term Memory Network。IEEE Transactions on Industrial Informatics,16(5),3168-3176。  new window
18.Xia, M.、Zhang, Y.、Weng, L.、Ye, X.(2012)。Fashion Retail Forecasting Based on Extreme Learning Machine with Adaptive Metrics of Inputs。Knowledge-Based Systems,36,253-259。  new window
19.Wang, X.、Ng, C. T.(2020)。New Retail Versus Traditional Retail in E-commerce: Channel Establishment, Price Competition, and Consumer Recognition。Annals of Operations Research,291,921-937。  new window
20.Sun, Z. L.、Choi, T. M.、Au, K. F.、Yu, Y.(2008)。Sales Forecasting Using Extreme Learning Machine with Applications in Fashion Retail。Decision Support Systems,46(1),411-419。  new window
21.Naseri, M. B.、Elliott, G.(2013)。The Diffusion of Online Shopping in Australia: Comparing the Bass, Logistic and Gompertz Growth Models。Journal of Marketing Analytics,1(1),49-60。  new window
22.Hung, H. C.、Tsai, Y. S.、Wu, M. C.(2014)。A Modified Lotka-Volterra Model for Competition Forecasting in Taiwan's Retail Industry。Computers & Industrial Engineering,77,70-79。  new window
23.Hung, H. C.、Chiu, Y. C.、Wu, M. C.(2017)。An Enhanced Application of Lotka-Volterra Model to Forecast the Sales of Two Competing Retail Formats。Computers & Industrial Engineering,109,325-334。  new window
24.Al-Musaylh, M. S.、Deo, R. C.、Adamowski, J. R.、Li, Y.(2018)。Short-term Electricity Demand Forecasting with MARS, SVR and ARIMA Models Using Aggregated Demand Data in Queensland, Australia。Advanced Engineering Informatics,35,1-16。  new window
25.Chen, Z.、Tian, C.、Zhang, D.(2019)。Supply Chains Competition with Vertical and Horizontal Information Sharing。European Journal of Industrial Engineering,13(1),29-53。  new window
26.Hua, Gog Bee(1996)。Residential construction demand forecasting using economic indicators: a comparative study of artificial neural networks and multiple regression。Construction Management and Economics,14,25-34。  new window
27.Chu, C. W.、Zhang, G. P.(2003)。A comparative study of linear and nonlinear models for aggregate retail sales forecasting。International Journal of Production Economics,86(3),217-231。  new window
會議論文
1.Qi, Y.、Li, C.、Deng, H.、Cai, M.、Qi, Y.、Deng, Y.(2019)。A Deep Neural Framework for Sales Forecasting in E-Commerce。The 28th ACM International Conference on Information and Knowledge Management,299-308。  new window
2.Lu, C. J.、Lee, T. S.、Lian, C. M.(2010)。Sales Forecasting of IT Products Using A Hybrid MARS and SVR Model。IEEE International Conference on Data Mining Workshops。  new window
3.Bandara, K.、Shi, P.、Bergmeir, C.、Hewamalage, H.、Tran, Q.、Seaman, B.(2019)。Sales Demand Forecast in E-commerce Using A Long Short-term Memory Neural Network Methodology。International Conference on Neural Information Processing。Springer。462-474。  new window
4.Görsch, D.、Pedersen, M. K.(2000)。eChannel Competition: A Strategic Approach to Electronic Commerce。ECIS 2000。  new window
圖書
1.Kecman, V.(2001)。Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models。Cambridge, MA:The MIT Press。  new window
2.Haykin, S.(2008)。Neural Networks and Learning Machines。Pearson Prentice Hall。  new window
3.Schölkopf, B.、Smola, A. J.(2002)。Learning with kernels: support vector machines, regularization, optimization, and beyond。MIT Press。  new window
4.Russell, S.、Norvig, P.(2009)。Artificial Intelligence: A Modern Approach。Pearson Education。  new window
5.Tirole, J.(1991)。The Theory of Industrial Organization。The MIT Press。  new window
6.Tan, P. N.、Steinbach, M.、Kumar, V.(2010)。Introduction to Data Mining。Pearson。  new window
7.Baumohl, B.(2007)。The Secrets of Economic Indicators: Hidden Clues to Future Economic Trends and Investment Opportunities。Pearson。  new window
圖書論文
1.Stock, J. H.、Watson, M. W.(1989)。New indexes of coincident and leading economic indicators。NBER Macroeconomics Annual。  new window
2.Griliches, Z.(1998)。Patent statistics as economic indicators: a survey。R&D and productivity: the econometric evidence。Chicago:University of Chicago Press。  new window
 
 
 
 
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