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Text Mining for Technology Foresight - The VantagePoint

2020-11-6  social sciences. Modern Tech Mining would count among its pioneers, Henry Small, Tony van Raan, Michel Callon, and Loet Leydesdorff (see Appendix). What did we do before text mining? The benchmark in some regards is the traditional “literature review.” Therein, a researcher summarizes the most pertinent (e.g., 20 or so) literature sources

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T MINING FOR FUTURE ORIENTED ECHNOLOGY A

2020-11-6  the Social Sciences. Modern Tech Mining would count among its pioneers,Henry Small, Tony van Raan, Michel Callon, and Loet Leydesdorff (see Appendix). What did we do before text mining? The benchmark in some regards is the traditional “literature review.” Therein, a researcher summarizes the most pertinent (e.g., 20 or so) literature sources

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Inter-technology Relationship Networks: Arranging ...

Inter-technology Relationship Networks: Arranging Technologies through Text Mining Abstract: Ongoing advances in digital technologies – which enable new products, services, and business models –

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Inter-technology relationship networks: Arranging ...

2019-6-1  In this context, there are different methods in the academic literature that arrange technology-related entities in structured representations such as graphs, networks, or maps via text mining techniques (Engelsman and Van Raan, 1994; Yoon and Park, 2004).

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Innovation and technology for sustainable mining

2019-6-1  Innovation and technology are key factors for mining sustainability. • A systematic review and bibliometric analysis have been performed on 2562 articles. • Mining expansion to icy and ocean soil presents challenges to cleaner production. • The pending subject of mining activity related to sustainability is social field.

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Monitoring emerging technologies for technology

2017-8-22  niques such as text mining, data reduction, clustering, and network analysis to identify emerging technologies. Engelsman and van Raan (1992) provided a co-word map based on keywords extracted by ex-perts, and used it to visualize developments in fields of technology by using co-occurrences. Similarly, Courtial et al. (1993) identified emerg-

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[PDF] A process for mining science technology

This paper presents a process of mining research development abstract databases to profile current status and to project potential developments for target technologies, The process is called “technology opportunities analysis.” This article steps through the process using a sample data set of abstracts from the INSPEC database on the topic o “knowledge discovery and data mining.”

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Structuring Technological Information for Technology ...

data through various data mining techniques including text mining, multi-dimensional scaling and K-means clustering. Moreover, this paper explains how this approach can be applied in each step of roadmapping (preliminary, mapping and managing steps). Key-Words: Technology roadmapping, data mining, technological information, navigation 1 Introduction

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Mapping Scientometrics (1981–2001) - Chen - 2002 ...

2005-1-31  Anthony van Raan analyzed the state of the art of scientometrics and characterized its application-oriented tradition. He envisaged that scientometrics could benefit significantly from a greater integration with knowledge discovery and data mining.

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采用机器学习算法的技术机会挖掘模型及应用 - SJTU

This model enriches the method for technology opportunity mining and provides a more accurate and prospective technology research and development direction for innovation subjects. Key words: machine learning algorithms, patent text mining, technology opportunity, titanium.

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Discovery of patterns of scientific and technological ...

2014-5-5  Centre for Science and Technology Studies (CWTS) University of Leiden ... This ‘bibliometric cartography’can be seen as a specific type of data-mining, applied to large amounts of scientific publications. As an example we describe the mapping of the field ... (Callon et al 1983; Noyons and Van Raan 1998) is most suited for science mapping ...

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Monitoring emerging technologies for technology

2017-8-22  niques such as text mining, data reduction, clustering, and network analysis to identify emerging technologies. Engelsman and van Raan (1992) provided a co-word map based on keywords extracted by ex-perts, and used it to visualize developments in fields of technology by using co-occurrences. Similarly, Courtial et al. (1993) identified emerg-

More

[PDF] A process for mining science technology

This paper presents a process of mining research development abstract databases to profile current status and to project potential developments for target technologies, The process is called “technology opportunities analysis.” This article steps through the process using a sample data set of abstracts from the INSPEC database on the topic o “knowledge discovery and data mining.”

More

Ton RAAN Professor (Full) Professor of Quantitative ...

Waltman, L., N.J. van Eck, and A.F.J. van Raan (2012) Universality of Citation Distributions Revisited Journal of the American Society for Information Science and Technology 63(1) 72-77 Article ...

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Program - EasyChair

Tech Mining’s Contribution to Understanding “Science-to-Technology” Panelists: Alan Porter Daniele Rotolo Jos Winnink Serhat Burmaoglu Ton (A.F.J.) van Raan Chair:

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Analysis of document-mining techniques and tools for ...

2012-1-1  This research proposes a method for extracting technology intelligence (TI) systematically from a large set of document data. To do this, the internal and external sources in the form of documents, which might be valuable for TI, are first identified. Then the existing techniques and software systems applicable to document analysis are examined. Finally, based on the reviews, a document-mining ...

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SAO Semantic Information Identification for Text

S Choi, J Yoon, K Kim, JY Lee, and CH Kim, SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells, Scientometrics, Vol. 88, No. 3, 2011, pp. 863-883.

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Mapping Scientometrics (1981–2001) - Chen - 2002 ...

2005-1-31  Anthony van Raan analyzed the state of the art of scientometrics and characterized its application-oriented tradition. He envisaged that scientometrics could benefit significantly from a greater integration with knowledge discovery and data mining.

More

Technological Opportunity Analysis: Assistive

By applying text mining to the patent document corresponding to the priority level of the technology field based on the IPC system, the core technology for the patent data can be easily grasped. Additionally, it is possible to identify more detail and informative contents by considering overall information of patents from both macro and micro ...

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Map of science with topic modeling: Comparison of ...

2015-9-23  Among others, Rip and Courtial , Leydesdroff , Peters and van Raan , Peters and van Raan , and Ding, Chowdhury, and Foo have used the co-occurrence of words in keywords, titles, or abstracts to create maps of a given science area. Coword approaches work with a matrix representation of co-occurrence, which is statistically modeled.

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Discovery of patterns of scientific and technological ...

2014-5-5  Centre for Science and Technology Studies (CWTS) University of Leiden ... This ‘bibliometric cartography’can be seen as a specific type of data-mining, applied to large amounts of scientific publications. As an example we describe the mapping of the field ... (Callon et al 1983; Noyons and Van Raan 1998) is most suited for science mapping ...

More

[PDF] A process for mining science technology

This paper presents a process of mining research development abstract databases to profile current status and to project potential developments for target technologies, The process is called “technology opportunities analysis.” This article steps through the process using a sample data set of abstracts from the INSPEC database on the topic o “knowledge discovery and data mining.”

More

Program - EasyChair

Tech Mining’s Contribution to Understanding “Science-to-Technology” Panelists: Alan Porter Daniele Rotolo Jos Winnink Serhat Burmaoglu Ton (A.F.J.) van Raan Chair:

More

Analysis of document-mining techniques and tools for ...

2012-1-1  This research proposes a method for extracting technology intelligence (TI) systematically from a large set of document data. To do this, the internal and external sources in the form of documents, which might be valuable for TI, are first identified. Then the existing techniques and software systems applicable to document analysis are examined. Finally, based on the reviews, a document-mining ...

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DEPARTMENT OF MANAGERIAL ECONOMICS, STRATEGY

2017-5-5  Noyons and van Raan (1994), Bassecoulard and Zitt (2004), Leydesdorff (2004), Glenisson et al. (2005) and Janssens et al. (2006). Text mining requires a mathematical representation of textual data to describe sets of text documents in such a way that traditional data mining techniques can be used.

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SAO Semantic Information Identification for Text

A Subject-Action-Object (SAO) is a triple structure which can be used to both describe topics in detail and explore the relationship between them. SAO analysis has become popular in bibliometrics, however there are two challenges in the identification of SAO structures: low relevance of SAOs to domain topics; and synonyms in SAO. These problems make...

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Automated text mining comparison of Japanese and USA

2014-5-15  Automated text mining comparison of Japanese and USA multi-robot research R. J. Watts1, A. Porter2 B. Minsk2 1U.S. Army Tank-automotive and Armaments Command, 6501 E. 11 Mile Road, Warren, MI 48397-5000, USA 2Search Technology, Inc. 4960 Peachtree Industrial Blvd., Suite 230, Norcross, GA 30071, USA

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Technological Opportunity Analysis: Assistive

By applying text mining to the patent document corresponding to the priority level of the technology field based on the IPC system, the core technology for the patent data can be easily grasped. Additionally, it is possible to identify more detail and informative contents by considering overall information of patents from both macro and micro ...

More

Exploring Promising Technology in ICT Sector Using

2016-4-1  His research interests include technology forecasting, technology intelligence, data mining, and patent analysis. Gwangman Park is a researcher at ETRI. He received his BS, MS, and PhD degrees in industrial engineering from Seoul National University, Rep. of

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(PDF) Handbook of quantitative science and

Handbook of quantitative science and technology research. The use of publication and patent statistics in studies on ST systems. 2004. Ulrich Schmoch. Henk Moed. Wolfgang Glänzel. Ulrich Schmoch. Henk Moed. Wolfgang Glänzel. Download PDF. Download Full PDF Package. This paper.

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