دانلود مقاله ISI انگلیسی شماره 50678
عنوان فارسی مقاله

کشف هوشمندی رقابتی با تغییرات اکتشافی در روند ثبت اختراع

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
50678 2010 9 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
Discovering competitive intelligence by mining changes in patent trends
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Expert Systems with Applications, Volume 37, Issue 4, April 2010, Pages 2882–2890

کلمات کلیدی
تغییر اکتشافی - تجزیه و تحلیل ثبت اختراع - هوشمندی رقابتی - کشف دانش
پیش نمایش مقاله
پیش نمایش مقاله کشف هوشمندی رقابتی با تغییرات اکتشافی در روند ثبت اختراع

چکیده انگلیسی

Obtaining sufficient competitive intelligence is a critical factor in helping business managers gain and maintain competitive advantages. Patent data is an important source of competitive intelligence that enterprises can use to gain a strategic advantage. Under existing approaches, to detect changes in patent trends, business managers must rely on patent analysts to compare two patent analysis charts of different time periods. The discovery of change of trends currently still needs laborious human efforts and no efficient computer-based approaches are available for helping this task. In this paper, we propose a patent trend change mining (PTCM) approach that can identify changes in patent trends without the need for specialist knowledge. The proposed approach consists of steps including patent collection, patent indicator calculation, and change detection. In change detection phase the approach firstly excavate rules between two different time periods, comparing them to determine the trend changes. These trend changes are then classified into four categories of change, evaluated with change degree and ranked by their change degree as the output information to be referred by decision makers. We apply the PTCM approach to Taiwan’s semiconductor industry to discover changes in four types of patent trends: the R&D activities of a company, the R&D activities of the industry, company activities in the industry and industry activities generally. The proposed approach generates competitive intelligence to help managers develop appropriate business strategies.

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