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Advanced Analyses of Technology Innovations, Patents, and Intellectual Property
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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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