کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5037010 1472385 2017 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Extending the knowledge base of foresight: The contribution of text mining
ترجمه فارسی عنوان
گسترش پایه دانش چشم انداز: سهم متن کاوی
کلمات کلیدی
آینده نگری؛ متن کاوی؛ تحلیل داده ها؛ راه نقشه برداری؛ توسعه سناریو؛ اطلاعات بزرگ
موضوعات مرتبط
علوم انسانی و اجتماعی مدیریت، کسب و کار و حسابداری کسب و کار و مدیریت بین المللی
چکیده انگلیسی


- The article discusses the integration of text mining in different foresight methods.
- By this form of data analysis, more actors and views are considered.
- Text mining results provide a base for reflecting on possible futures.
- Many new research directions and options for future work evolve.

While the volume of data from heterogeneous sources grows considerably, foresight and its methods rarely benefit from such available data. This work concentrates on textual data and considers its use in foresight to address new research questions and integrate other stakeholders. This textual data can be accessed and systematically examined through text mining which structures and aggregates data in a largely automated manner. By exploiting new data sources (e.g. Twitter, web mining), more actors and views are integrated, and more emphasis is laid on the analysis of social changes. The objective of this article is to explore the potential of text mining for foresight by considering different data sources, text mining approaches, and foresight methods. After clarifying the potential of combining text mining and foresight, examples are outlined for roadmapping and scenario development. As the results show, text mining facilitates the detection and examination of emerging topics and technologies by extending the knowledge base of foresight. Hence, new foresight applications can be designed. In particular, text mining provides a solid base for reflecting on possible futures.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Technological Forecasting and Social Change - Volume 116, March 2017, Pages 208-215
نویسندگان
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