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Advanced Analyses of Technology Innovations, Patents, and Intellectual Property

Trappey Amy J. C.
2013 International Journal of Automation and Smart Technology  
The huge and ever growing data and knowledge content of international patent (cyber-) depositories creates great challenges for engineers, researchers, and technology strategists to fully utilize the wealth  ...  combine the honeybee mating optimization algorithm with SVM as a novel patent categorization approach with accurate results.  ... 
doi:10.5875/ausmt.v3i3.252 fatcat:xqphlostsvfyjjuhhs233btecq

Decoding team and individual impact in science and invention

Mohammad Ahmadpoor, Benjamin F. Jones
2019 Proceedings of the National Academy of Sciences of the United States of America  
First, it more accurately predicts out-of-sample paper and patent outcomes. Second, it more accurately characterizes which scholars are elected to the National Academy of Sciences.  ...  Overall, the methodology uncovers universal regularities that inform team organization while also providing a tool for individual evaluation in the team production era.  ...  We thank Brian Uzzi, Pierre Azoulay, Tom Hubbard, Dan Barron, Niko Matouschek, Heidi Williams, and Scott Stern for helpful discussions. The Web of Science data are available via Thomson Reuters.  ... 
doi:10.1073/pnas.1812341116 pmid:31235568 pmcid:PMC6628781 fatcat:uy4mcyr5l5dlzlne3pd76cfcc4

Measuring the Outcome of Biomedical Research: A Systematic Literature Review

Frédérique Thonon, Rym Boulkedid, Tristan Delory, Sophie Rousseau, Mahasti Saghatchian, Wim van Harten, Claire O'Neill, Corinne Alberti, Daniele Fanelli
2015 PLoS ONE  
methodology, use, positive and negative points.  ...  Many indicators exist, yet we do not have enough information about their relevance.  ...  As a corrective, the patent h-index has been created, that combines measures of quantity and impact of a patent.  ... 
doi:10.1371/journal.pone.0122239 pmid:25837969 pmcid:PMC4383328 fatcat:vmebbh6iljf3nf5yjl7pdgrje4

Construction and evaluation of gold standards for patent classification—A case study on quantum computing

Steve Harris, Anthony Trippe, David Challis, Nigel Swycher
2020 World Patent Information  
A B S T R A C T This article discusses options for evaluation of patent and/or patent family classification algorithms by means of "gold standards".  ...  labelled patents that do not, but are close enough in content that they would be challenging for an algorithm to identify.  ...  Naïve training set construction For less challenging classification tasks accurate results can be obtained by constructing a training set from a random subset of ⊕ and ⊖ , and evaluating the classifiers  ... 
doi:10.1016/j.wpi.2020.101961 fatcat:h6dui6xwfzci5gl7ecqee3mhyq

Technology and knowledge document cluster analysis for enterprise R&D strategic planning

Fu Chiang Hsu, Amy J.C. Trappey, Charles V. Trappey, Jiang Liang Hou, Shang Jyh Liu
2006 International Journal of Technology Management  
As patents provide exclusive right and legal protection for patent inventors, patents play an important role in the development of technology.  ...  This paper presents the process of patent knowledge extraction and methodologies of patent analysis to improve the efficiency of patent analysis.  ...  In addition, they face challenges from other companies that hold robust patent portfolio that can be used to rapidly create new product designs.  ... 
doi:10.1504/ijtm.2006.010271 fatcat:x4phj3dql5a25n3nc6fdkivfr4

Measuring Impact of Academic Research in Computer and Information Science on Society

Kushwanth Koya, Gobinda Chowdhury
2020 Proceedings of the 2020 2nd Asia Pacific Information Technology Conference  
According to the research reported in REF2014, UKU acquired 83 patents in various areas of CIS, created 64 spin-offs, generated £857.5 million in different financial forms, created substantial employment  ...  was developed in order to identify the most commonly used categories or headings for reporting impact of CIS research by UK Universities (UKU).  ...  Sources to corroborate impact (indicative max. of 10 references) Table 2 . 2 Impact area and chosen keywords for text mining Impact area Keywords Patent Patent, patents Economic and Social Pounds  ... 
doi:10.1145/3379310.3379312 fatcat:j75sgle42fd3bahhpexk2adsha

Research and development progress assessment through technological and scientific intelligence

Tugrul U. Daim, Nathasit Gerdsri
2009 International Journal of Technology Intelligence and Planning (IJTIP)  
The results indicate that the introduced concepts, which are based on the bibliometric and patent analysis approaches, allow researchers to generate intelligence on emerging technologies and innovations  ...  This paper introduces three concepts: time lag between different scientific indicators, visual correlation between scientific indicators and actual technology performance and finally an activity metric  ...  Anecdotal data indicates that companies are creating functions and titles responsible for mining this type of information.  ... 
doi:10.1504/ijtip.2009.029374 fatcat:5y62d3iinvdvxpumojstbueeya

Multivariable Classification of Countries of the World in Terms of Innovation Development

Natalia Victorovna Kuznetsova, Ekaterina Victorovna Kocheva, Nikolay Anatolievich Matev
2018 International Journal of Engineering & Technology  
Also, there is a high differentiation in all indicators characterizing innovation development of the countries as evidenced by the calculated coefficients of variation.  ...  socioeconomic policy of interaction between the Russian Far East and the APR countries-ways of reducing the unexpected effects from the onset of «Grand Challenges»  ...  Acknowledgements The results were received on the basis of the implementation of the scientific project of the Russian Foundation for Basic Research (RFBR) No. 18-014-00001 «The model of the multi-vector  ... 
doi:10.14419/ijet.v7i3.14.17027 fatcat:bxm2eeiqjrg27kmff2i6xtpt3u

The AIHT at Stanford University

Richard Anderson, Hannah Frost, Nancy Hoebelheinrich, Keith Johnson
2005 D-Lib Magazine  
We created a matrix of our own for analysis of predominant formats, and used that as the foundation for our automated risk assessment methodology and for developing repository policies.  ...  The contextual metadata appeared challenging to create automatically; they describe human constructs in the social realm.  ... 
doi:10.1045/december2005-johnson fatcat:phfqbm5nzzhfhg7sqdtxie2xre

Edge-Computing and Machine-Learning-Based Framework for Software Sensor Development

Pál Péter Hanzelik, Alex Kummer, János Abonyi
2022 Sensors  
The article outlines an information system structure and the related methodology based on data from a quality-assurance laboratory.  ...  As a result, the most accurate, data-driven and up-to-date models are always available to quality-assurance engineers with this solution.  ...  Therefore, continuous monitoring and maintenance are required for more accurate and robust model results. An industrial data science framework will help address these challenges.  ... 
doi:10.3390/s22114268 pmid:35684889 pmcid:PMC9185470 fatcat:dtjfjpozjvgbbn5z5lwimvugfm

Identifying the mode and impact of technological substitutions

Ian P. Marr, Chris McMahon, Mark Lowenberg, Anjiv Sharma
2019 IEEE Access  
By comparing the predicted technology groupings to those expected from the earlier literature classifications (see section II-B and Appendix B), a confusion matrix is created for each patent indicator  ...  [53] Taking the chosen time series dimensions as a starting point, a functional data object must first be created for each of the patent indicators (or model components) included in the chosen subset  ... 
doi:10.1109/access.2019.2913615 fatcat:xsrmsjoghne6tmxh3rljvfbpni

Nanotechnology in Water Treatment, Case Study : Egypt

Eman Ahmed Hashem
2014 Journal of Economics and Development Studies  
There is some challenges hinder using Nanotechnology. These challenges include technology, financial, market challenges and human health risk .  ...  world's population live in water-stressed countries, and by 2025, this is expected to rise to two-thirds.One of the approaches being explored in many countries, including South Africa, to tackle this challenge  ...  2 1 7 14 Ratio of nanotechnology patents to nano articles 4.35 10.00 2.88 6.06 Source: centre for science, technology and innovation indicators.  ... 
doi:10.15640/jeds.v2n3a18 fatcat:et6oymxanremnct72kwcuzofha

IP Analytics and Machine Learning Applied to Create Process Visualization Graphs for Chemical Utility Patents

Amy J. C. Trappey, Charles V. Trappey, Chih-Ping Liang, Hsin-Jung Lin
2021 Processes  
ALBERT separates chemical and non-chemical descriptive paragraphs from a patent for effective chemical term extraction.  ...  to create a new chemical or a new process to manufacture a known chemical.  ...  A schematic process graph sample created for chemical utility patent US5132253A. Figure 8 . 8 Figure 8. A schematic process graph sample created for chemical utility patent US5132253A.  ... 
doi:10.3390/pr9081342 fatcat:fbh4kxol5vgidnv2qs7qa5pcxa

Market of R&D Results in Romania

Steliana Sandu
2014 Procedia Economics and Finance  
The theoretical and methodological approach, as well as the empirical analysis of the market of R&D face major challenges stemming from the high diversity of determinant factors, functional mechanisms,  ...  the dimension and structure of R&D demand and supply on one hand, and the necessity to find a relevant indicators system for the quantitative and qualitative assessment of demand and supply, on the other  ...  Methodology There is no standardized indicators and also nor a method for acquiring data needed for the analysis of the market of scientific research results.  ... 
doi:10.1016/s2212-5671(14)00140-3 fatcat:disvs3kvp5e2np4ehf2eov6tuu

Patent overlay mapping: Visualizing technological distance

Luciano Kay, Nils Newman, Jan Youtie, Alan L. Porter, Ismael Rafols
2014 Journal of the Association for Information Science and Technology  
The global patent map is based on similarities in citing-to-cited relationships between categories of the International Patent Classification (IPC) of European Patent Office (EPO) patents from 2000 to  ...  This patent dataset, extracted from the PatStat database, includes 760,000 patent records in more than 400 IPC categories.  ...  ; Award No. 0531194); and NSF Award No. 1064146 ("Revealing Innovation Pathways: Hybrid Science Maps for Technology Assessment and Foresight").  ... 
doi:10.1002/asi.23146 fatcat:bkgfm3gdvva2ddwl632a34eizi
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