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題名：整合灰色預測模型與S型成長模型探測產品生命週期策略
書刊名：東亞論壇
作者：吳偉文 引用關係／粘浩挺／李右婷 引用關係
作者(外文)：Wu, Wei-wen／Nian, Hau-ting／Lee, Yu-ting
出版日期：2016
卷期：493
頁次：頁1-20
主題關鍵詞：S型曲線；產品生命週期；灰色預測模型；旅客人次；Sigmoid curve；Product life cycle；Grey prediction model；Tourist arrival
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:7
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S 型成長模型結合產品生命週期理論，可將產品銷售的成長過程予以模型化，從而擬定對應的行銷策略。然而，現行文獻對於在少數據的情況下如何運用S 型成長模型，著墨甚少。雖然有些研究基於充足的數據，運用S 型成長模型與時間序列分析法，進行成長過程的預測分析，另有研究特為處理少數據的時間序列分析，運用灰色預測模型進行預測分析，並比較不同模型的表現績效。由此可知，在這兩大類型文獻之間所存在的重大缺口，就是如何使S 型成長模型可以處理少數據的時間序列。針對這個課題，本研究提出一套可行的解決方案，整合灰色預測模型與S 型成長模型，有助於探測產品生命週期策略之應用，並可進而幫助管理者進行劇本規劃。此外，特以兩個旅客人次的數據案例，展示本提案的實用性，並提出後續研究與實務應用的建議。
Integrating S-shaped growth model with product life cycle theory is a favorable way to perform modeling growth process of product sales as well as formulating the corresponding marketing strategy. Some works use the S-shaped growth model and time series analysis to conduct predicting for growth process with sufficient data, others utilize grey prediction models to compare performance of prediction models suffered insufficient data. However, current literature is lacking to address the issues of how to employ S-shaped growth models in the situation of a small data set. Hence, this paper proposes a useful solution which incorporates grey prediction models with S-shaped growth models to help decision makers explore product life cycle strategies in order to achieve an effective scenario planning. Additionally, two examples are presented to illustrate the application of the proposed solution.
期刊論文
1.Martino, J. P.(2003)。A Review of Selected Recent Advances in Technological Forecasting。Technological Forecasting and Social Change，70(8)，719-733。  new window
2.Lin, C. T.、Yang, S. Y.(2003)。Forecast of the Output Value of Taiwan's Opto-electronics Industry Using the Grey Forecasting Model。Technological Forecasting and Social Change，70(2)，177-186。  new window
3.Meyer, P. S.(1994)。Bi-logistic growth。Technological Forecasting and Social Change，47(1)，89-102。  new window
4.吳偉文、李右婷、洪振義(20140300)。運用ANP-SIPA解決方案架構以求創造策略方向。東亞論壇，483，1-13。new window  延伸查詢new window
5.Fisher, J. C.、Pry, R. H.(1971)。A simple substitution model of technological change。Technological Forecasting and Social Change，3(1)，75-88。  new window
6.Kayacan, E.、Ulutas, B.、Kaynak, O.(2010)。Grey system theory-based models in time series prediction。Expert Systems with Applications，37(2)，1784-1789。  new window
7.Varum, C. A.、Melo, C.(2010)。Directions in Scenario Planning Literature: A review of the Past Decades。Futures，42，355-369。  new window
8.Shuaia, J. J.、Wu, W. W.(2011)。Evaluating the influence of E-marketing on hotel performance by DEA and grey entropy。Expert Systems with Applications，38(7)，8763-8769。  new window
9.Nieto, M.、Lopéz, F.、Cruz, F.(1998)。Performance analysis of technology using the s curve model: the case of digital signal processing (DSP) technologies。Technovation，18(6/7)，439-457。  new window
10.陳露(2011)。灰色Verhulst模型的改進及其應用。數學的實踐與認識，41(10)，172-177。  延伸查詢new window
11.洪慧芬、郭殷豪、黃台發(20100300)。灰預測殘差修正應用於臺股指數之研究。北臺灣學報，33，55-67。new window  延伸查詢new window
12.高彥琴、魏勇(2014)。求解灰色Verhulst模型參數的新方法。統計與資訊理論壇，29(4)，14-17。  延伸查詢new window
13.曾柯方、魏勇(2015)。灰色Verhulst模型優化的新方法。應用泛函分析學報，17(2)，177-182。  延伸查詢new window
14.郝兵(2015)。基於灰色Verhulst和HMM的交通事故預測演算法。計算計測量與控制，23(1)，161-163。  延伸查詢new window
15.崔傑、劉思峰、曾波、謝乃明(2013)。灰色Verhulst預測模型的數乘特性。控制與決策，28(4)，605-608。  延伸查詢new window
16.熊萍萍、黨耀國、柬慧、崔傑(2012)。灰色Verhulst模型的參數特徵研究。長春理工大學學報，35(1)，105-111。  延伸查詢new window
17.Chai, T.、Draxler, R. R.(2014)。Root mean square error (RMSE) or mean absolute error (MAE)?: Arguments against avoiding RMSE in the literature。Geoscientific Model Development，7(3)，1247-1250。  new window
18.Guo, Renkuan(20050600)。Repairable System Modeling via Grey Differential Equations。Journal of Grey System，8(1)，69-91。  new window
19.Lin, C. S.(2013)。Forecasting and analyzing the competitive diffusion of mobile cellular broadband and fixed broadband in Taiwan with limited historical data。Economic Modelling，35，207-213。  new window
20.Zhang, Y.(2012)。Improved grey derivative of grey Verhulst model and its application。International Journal of Computer Science Issues，9(6)，443-448。  new window
21.Zhou, D.(2013)。A New Hybrid Grey Neural Network Based on Grey Verhulst Model and BP Neural Network for Time Series Forecasting。International Journal of Information Technology and Computer Science，10，114-120。  new window
22.Lu, Meng、Wevers, Kees(20070600)。Grey System Theory and Applications: A Way Forward。Journal of Grey System，10(1)，47-53。  new window
23.Wu, W. W.(2012)。An integrated solution for benchmarking using DEA, Grey entropy and Borda count。The Service Industries Journal，32(2)，321-335。  new window
24.Wu, W. W.、Lee, Y. T.(2007)。Selecting knowledge management strategies by using the analytic network process。Expert Systems with Applications，32(3)，841-847。  new window
25.Mahajan, V.、Muller, E.、Srivastava, R. K.(1990)。Determination of Adopter Categories by Using Innovation Diffusion Models。Journal of Marketing Research，27(1)，37-50。  new window
26.Moyer, K.(1996)。Scenario Planning at British Airways: A case Study。Long Range Planning，29(2)，172-181。  new window
27.Michalakelis, C.、Varoutas, D.、Sphicopoulos, T.(2008)。Diffusion models of mobile telephony in Greece。Telecommunications Policy，32(3/4)，234-245。  new window
28.Kung, C. Y.、Wen, K. L.(2007)。Applying Grey Relational Analysis and Grey Decision-Making to evaluate the relationship between company attributes and its financial performance: A case study of venture capital enterprises in Taiwan。Decision Support Systems，43(3)，842-852。  new window
29.王正新、黨耀國、劉思峰(2012)。非等間距GM（1,1）冪模型及其工程應用。中國工程科學，2012(7)，98-102。  延伸查詢new window
30.王健(2015)。一類灰色Verhulst模型的優化。蘭州理工大學學報，41(4)，159-162。  延伸查詢new window
31.吳偉文、粘浩挺、李右婷(20160600)。不確定性環境下比較灰色預測模型績效。東亞論壇，492，1-16。new window  延伸查詢new window
32.洪振義、劉宏裕(20160300)。直航據點開放的觀光旅遊經濟效果。東亞論壇，491，65-75。new window  延伸查詢new window
33.Caldicott, R. W.、Scherrer, P.(2013)。The Life Cycle of Caravan Parks in Australia: the case of northern New South Wales。Australian Geographer，44(1)，63-80。  new window
34.Fokas, N.(2007)。Growth functions, social diffusion, and social change。Review of Sociology，13，5-30。  new window
35.Chu, W. L.、Wu, F. S.、Kao, K. S.、Yen, D. C.(2009)。Diffusion of mobile telephony: An empirical study in Taiwan。Telecommunications Policy，33，506-520。  new window
36.Chambers, J. C.、Mullick, S.、Smith, D. D.(1971)。How to choose the right forecasting technique。Harvard Business Review，49，45-71。  new window
37.Golder, P. N.、Telli, G. J.(1998)。Beyond Diffusion: An Affordability Model of the Growth of New Consumer Durables。Journal of Forecasting，17，259-280。  new window
38.Gounopoulos, D.、Petmezas, D.、Santamaria, D.(2012)。Forecasting tourist arrivals in Greece and the impact of macroeconomic shocks from the countries of tourists' origin。Annals of Tourism Research，39(2)，641-666。  new window
39.Hassani, H.、Webster, A.、Silva, E. S.、Heravi, S.(2015)。Forecasting U. S. Tourist arrivals using optimal Singular Spectrum Analysis。Tourism Management，46，322-335。  new window
40.Haywood, K. M.(1986)。Can the tourist-area life cycle be made operational。Tourism Management，7(3)，160-161。  new window
41.Hopfenberg, R.(2003)。Human Carrying Capacity Is Determined by Food Availability。Population and Environment，25(2)，109-117。  new window
42.Kucharavy, D.、De Guio, R.(2011)。Logistic substitution model and technological forecasting。Procedia Engineering，9，402-416。  new window
43.Liang, Y. H.(2014)。Forecasting models for Taiwanese tourism demand after allowance for Mainland China tourists visiting Taiwan。Computers & Industrial Engineering，74，111-119。  new window
44.Ma, E.、Liu, Y.、Li, J.、Chen, S.(2016)。Anticipating Chinese tourists arrivals in Australia: A time series analysis。Tourism Management Perspectives，17，50-58。  new window
45.Mansheld, E.(1961)。Technical Change and the Rate of Inflation。Econometrica，29，741-765。  new window
46.Nguimkeu, P.(2014)。A simple selection test between the Gompertz and Logistic growth models。Technological Forecasting and Social Change，88，98-105。  new window
47.Moriarty, J. P.(2012)。Theorising scenario analysis to improve future perspective planning in tourism。Journal of Sustainable Tourism，20(6)，779-800。  new window
48.Mir, Y.(2015)。Approximate solutions to some non-autonomous differential equations for growth phenomena。Surveys in Mathematics and its Applications，10，139-148。  new window
49.Ruohonen, J.、Hyrynsalmi, S.、Leppanen, V.(2015)。The sigmoidal growth of operating system security vulnerabilities: An empirical revisit。Computers & security，55，1-20。  new window
50.Shehu, V.、Toshkollari, O.(2015)。Logistic Growth and Statistical Forecasting Models of Tourist Arrivals in Albania。International Journal of Science and Research，4(10)，1261-1264。  new window
51.Trappey, C. V.、Wu, H.-Y.(2008)。An evaluation of the time-varying extended logistic, simple logistic, and Gompertz models for forecasting short product lifecycles。Advanced Engineering Informatics，22，421-430。  new window
52.Verhulst, P. F.(1845)。Recherces mathematiques sur la loi d'accroissement de la population。Nouveaux mémoires de l'Académie Royale des Sciences et Belles-Lettres de Bruxelles，18，1-41。  new window
53.Wang, X.、Qi, L.、Chen, C.、Tanga, J.、Jiang, M.(2014)。Grey System Theory based prediction for topic trend on Internet。Engineering Applications of Artificial Intelligence，29，191-200。  new window
54.Wang, Y.、Song, Q.、MacDonell, S.、Shepperd, M.、Shen, J.(2009)。Integrate the GM(1,1) and Verhulst Models to Predict Software Stage Effort。IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)，39(6)，647-658。  new window
55.Wu, W.-W.(2011)。Beyond Travel & Tourism competitiveness ranking using DEA, GST, ANN and Borda count。Expert Systems with Applications，38(10)，12974-12982。  new window
56.Xie, F.、Chen, Z.、Shang, J.、Fox, G. C.(2014)。Grey Forecast model for accurate recommendation in presence of data sparsity and correlation。Knowledge-Based Systems，69，179-190。  new window
57.Bulter, R. W.(1980)。The concept of a tourist area cycle of evolution: Implications for management of resources。Canadian Geographer，24(1)，5-12。  new window
58.楊踐為、李家豪、類惠貞(20070800)。應用時間序列分析法建構臺灣證券市場之預測交易模型。中華管理評論，10(3)，(1)1-(1)20。  延伸查詢new window
59.Levitt, Theodore(1965)。Exploit the Product Life Cycle。Harvard Business Review，43(6)，81-94。  new window
60.Norton, John A.、Bass, Frank M.(1987)。A Diffusion Theory Model of Adoption and Substitution for Successive Generations of High-Technology Products。Management Science，33(9)，1069-1086。  new window
61.Polli, Rolando、Cook, Victor J. Jr.(1969)。Validity of the Product Life Cycle。Journal of Business，42(4)，385-400。  new window
62.Gompertz, Benjamin(1825)。On the Nature of the Function Expressive of the Law of Human Mortality, and on a New Mode of Determining the Value of Life Contingencies。Philosophical Transactions of the Royal Society of London，115，513-583。  new window
63.Bass, F. M.(1969)。A new-product growth model for consumer durables。Management Science，15(5)，215-227。  new window
會議論文
1.Huang, K. Y.、Chang, T. C.、Lee, J. H.(2009)。A hybrid model to improve the capabilities of forecasting based on GRA and ANN theories。IEEE International Conference on Grey Systems and Intelligent Services。Nanjing。1687-1693。  new window
2.Kung, C. Y.、Chen, H. S.、Huang, C. C.、Wen, K. L.(2008)。Using GM (1,1) method to forecast the development of cell phone market in Taiwan。IEEE International Conference on Fuzzy Systems。Hong Kong。539-543。  new window
3.Dose, T. D.、Jovanoski, Z.、Towers, I. N.、Sidhu, H. S.(2015)。Dynamics of a discrete population model with variable carrying capacity。21st International Congress on Modelling and Simulation，50-56。  new window
4.Parshutin, S.、Aleksejeva, L.、Borisov, A.(2009)。Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System。The 9th Industrial Conference on Advances in Data Mining，88-102。  new window
5.Yong, Z.、Brook, R.(2014)。Modeling and Forecasting International Arrivals from China to Australia。The Eighth International Conference on Management Science and Engineering Management，979-987。  new window
圖書
1.劉思峰、黨耀國、方志耕、謝乃明(2010)。灰色系統理論及其應用。北京：科學出版社。  延伸查詢new window
2.溫坤禮、趙忠賢、張宏志、陳曉瑩、溫惠筑(2009)。灰色理論與應用。臺北：五南圖書出版有限公司。  延伸查詢new window
3.鄧聚龍(1999)。灰色系統理論與應用。台北市：高立圖書有限公司。  延伸查詢new window
4.Hess, P.、Siciliano, J.(1996)。Management: Responsibility for Performance。New York：McGraw-Hill。  new window
5.Liu, S.、Lin, Y.(1998)。An introduction to grey systems: Foundations, methodology and applications。Slippery Rock：IIGSS Academic。  new window
6.Pearl, R.(1925)。The Biology of Population Growth。New York：Alfred A. Knopf。  new window
7.Rogers, Everett M.(1983)。Diffusion of Innovation。New York：Free Press。  new window
 
 
 
 
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