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Convergence of scientific findings and social interests
- A research front can be conceptualized as the convergence of scientific findings and social interests. New scientific findings may initiate the process of front formation by attracting the interest of more scientists who form social ties and generate more findings.
www.ncbi.nlm.nih.gov › pmc › articlesEmerging research fronts in science and technology: patterns ...
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Jun 10, 2009 · Research fronts represent the most dynamic areas of science and technology and the areas that attract the most scientific interest. We construct a methodology to identify these fronts, and we use quantitative and qualitative methodology to analyze and describe them.
- S. Phineas Upham, Henry Small
- 10.1007/s11192-009-0051-9
- 2010
- Scientometrics. 2010; 83(1): 15-38.
Feb 26, 2021 · In general, a research front is understood as the situation where the interests and needs of society coincide with the current scientific results . The key object of analysis in identifying research fronts is the groups of scientific publications and their interrelationships.
- N. A. Mazov, V. N. Gureev, V. N. Glinskikh
- Sci Tech Inf Proc. 2020; 47(4): 221-231.
- 10.3103/S0147688220040036
- 2020
In the following pages, we describe ways to make use of the research fronts searching capability—whether for science policy or information retrieval. Research fronts are subspecialties—complex keywords, if you will—that are identified by co-citation clustering.
Sep 17, 2020 · Identifying Research Fronts in the Web of Science: From metrics to meaning uses science mapping and data visualization to highlight their value by using familiar examples – CRISPR, 2D Materials, and Machine Learning.
- Data Collection
- Domain Term Extraction
- Research Fronts Analysis and Knowledge Structures Discovery
- Emerging Trends Detection
As defined by three scientific committees of the European Commission, synthetic biology is “the application of science, technology and engineering to facilitate and accelerate the design, manufacture and/or modification of genetic materials in living organisms” (Breitling & Takano, 2015; Breitling et al., 2015). The key features of this technology ...
The PC-Value method discussed in Sect. 3.1 was applied to extract the domain terms. To verify the efficacy of the PC-Value method, we compared it with burst term detection. The burst detection procedure was as follows: After word segmentation and part of speech tagging, meaningless and extreme words were deleted, and words with similar stems were c...
According the previous studies, a subcluster of three or more articles is substantial enough to represent a meaningful outcome (Huang & Chang, 2014). Therefore, subclusters of at least three articles qualify as the basis of a research front. Among these subclusters, ITGInsight identified five research fronts between 2000 and 2020 through bibliograp...
Detecting emerging trends in various fields of research is currently an area of great interest in academia and industry. It is also a critical component of resource allocation decisions in research laboratories, government institutions, and corporations. According to Mane and Borner (2004), new areas of science continually evolve, while others gain...
Jan 15, 2024 · We demonstrate that scientific topic popularity levels and changes (trends) can be predicted five years in advance across 40 years and 125 diverse topics, including life-science concepts, biomedical, anatomy, and other science, technology, and engineering topics.
A research front is a cluster of highly cited papers over a five-year period --referred to as "core papers"-- in a specialized topic defined by a cluster analysis.
