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題名 A study on time series pattern extraction and processing for competitive intelligence support
作者 苑守慈
Yuan, Soe-Tsyr ;Huang, M.
貢獻者 資管系
關鍵詞 Competitive intelligence; Time series pattern extraction
日期 2001
上傳時間 5-Mar-2015 14:02:10 (UTC+8)
摘要 In the era of rapid growth and high competition, a company must possess an information/knowledge advantage in order to hold the upper hand in the industry. Therefore, the company has to continuously monitor its competitors in order to get enough information and convert the information into competitive knowledge. Although information technology has been used in many areas and has many successful examples, it is rarely the case that information technology was used for the task of competitor intelligence. Accordingly, this study devises a method of time series pattern extraction and processing for the task of obtaining place-prospect competitor intelligence in order to advance an enterprise with a competitive knowledge advantage. The purposes of the method are two-fold: (1) For a product manufactured by the company, the gathered data are mined into a knowledge advantage-an appropriate amount of the stock to be allocated at a timely fashion at a retailer in face of competition. (2) This knowledge advantage alerts the company`s decision makers to what is unknown and forces them to make good decisions on the stock allocation problem, freeing them from the dilemma of over-stock or under-stock with respect to competitors` stock. Our approach differs from traditional inventory management in the grounds they are based: traditional inventory management is based on the perspective of cash flow while our approach is based on the perspective of competition encountered. The results show our method is quite promising to this end, obtaining the intelligence to gain competitive advantage.
關聯 Expert Systems with Applications,21(1),37-51
資料類型 article
DOI http://dx.doi.org/10.1016/S0957-4174(01)00025-2
dc.contributor 資管系-
dc.creator (作者) 苑守慈-
dc.creator (作者) Yuan, Soe-Tsyr ;Huang, M.-
dc.date (日期) 2001-
dc.date.accessioned 5-Mar-2015 14:02:10 (UTC+8)-
dc.date.available 5-Mar-2015 14:02:10 (UTC+8)-
dc.date.issued (上傳時間) 5-Mar-2015 14:02:10 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/73667-
dc.description.abstract (摘要) In the era of rapid growth and high competition, a company must possess an information/knowledge advantage in order to hold the upper hand in the industry. Therefore, the company has to continuously monitor its competitors in order to get enough information and convert the information into competitive knowledge. Although information technology has been used in many areas and has many successful examples, it is rarely the case that information technology was used for the task of competitor intelligence. Accordingly, this study devises a method of time series pattern extraction and processing for the task of obtaining place-prospect competitor intelligence in order to advance an enterprise with a competitive knowledge advantage. The purposes of the method are two-fold: (1) For a product manufactured by the company, the gathered data are mined into a knowledge advantage-an appropriate amount of the stock to be allocated at a timely fashion at a retailer in face of competition. (2) This knowledge advantage alerts the company`s decision makers to what is unknown and forces them to make good decisions on the stock allocation problem, freeing them from the dilemma of over-stock or under-stock with respect to competitors` stock. Our approach differs from traditional inventory management in the grounds they are based: traditional inventory management is based on the perspective of cash flow while our approach is based on the perspective of competition encountered. The results show our method is quite promising to this end, obtaining the intelligence to gain competitive advantage.-
dc.format.extent 699799 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Expert Systems with Applications,21(1),37-51-
dc.subject (關鍵詞) Competitive intelligence; Time series pattern extraction-
dc.title (題名) A study on time series pattern extraction and processing for competitive intelligence support-
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/S0957-4174(01)00025-2en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1016/S0957-4174(01)00025-2 en_US