کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7256590 1472403 2015 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A structured approach to explore knowledge flows through technology-based business methods by integrating patent citation analysis and text mining
ترجمه فارسی عنوان
یک رویکرد ساخت یافته برای کشف جریان دانش از طریق روش های تجاری مبتنی بر تکنولوژی با ادغام تجزیه و تحلیل استناد آمار استنادی و استخراج متن
کلمات کلیدی
جریان دانش، روش کسب و کار، تجزیه و تحلیل مستندات ثبت اختراع، استخراج متن، کلاس های فن آوری،
موضوعات مرتبط
علوم انسانی و اجتماعی مدیریت، کسب و کار و حسابداری کسب و کار و مدیریت بین المللی
چکیده انگلیسی
With information and communication technology (ICT) as an enabling platform, diversified new business methods (BMs) have been developed. These new technology-based BMs have played an important role in knowledge flow as they became a patentable subject matter. However, there are not many studies on knowledge flow through the technology-based BMs or BM patents in spite of its importance. As an attempt to provide a deeper understanding of technology-based BMs with regard to knowledge flow, this paper explores knowledge flows driven by the technology-based BMs through investigating both cited and citing patents. In order to explore the knowledge flows, this paper proposes an algorithm that utilizes both the citation and textual information of BM patents. In addition to citation information, text data in patent documents are used to measure the degree of knowledge flow in a more accurate way. A case study is conducted with the BM patents related to postage metering system and the analysis result is presented in a positioning map that shows different knowledge flow patterns of technological classes. Moreover, the technology-based BM patents as knowledge flow drivers are classified based on the amount of knowledge exchanged between the base BM patents and their patent citations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Technological Forecasting and Social Change - Volume 97, August 2015, Pages 181-192
نویسندگان
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