数据定价的演变:从经济学到计算智能
Jun Hao1,2, Zeyu Deng1,2, Jianping Li1,2
1School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China.
Heliyon
|October 9, 2023
概括
本研究使用图书识别方法分析了从1990年到2023年间的373份数据定价出版物. 它揭示了过去十年数据定价策略的快速进展,主要是经济和计算机科学方法.
科学领域:
- 经济学 经济学 经济学
- 计算机科学 计算机科学
- 图书统计学 图书统计学
背景情况:
- 数据定价对于数据交易至关重要,可实现估值,开放性和流通性.
- 现有的数据定价研究正在不断发展.
- 缺乏对数据定价文献进行全面的文献分析.
研究的目的:
- 首次对数据定价文献进行文献计量和统计分析.
- 分析数据定价研究的演变,外部特征和网络结构.
- 确定数据定价的研究趋势和未来方向.
主要方法:
- 从1990年到2023年对373篇出版物的图书统计分析.
- 出版数据的统计分析.出版数据的统计分析.
- 对关键词的同时出现和共同引用网络的分析.
主要成果:
- 数据定价研究在过去十年中显示出显著的增长.
- 确定了两个主要的研究方法:基于经济学的算法和基于计算机科学的算法.
- 对外部特征,关键词共同出现和共同引用网络的分析为研究领域提供了洞察力.
结论:
- 数据定价是一个快速发展的领域,具有独特的理论和算法方法.
- 该研究提供了对数据定价演变的全面概述.
- 确定了数据定价领域的未来研究方向.
相关概念视频
Econometric Views (EViews)
154
Econometric Views, often stylized as EViews, is a package that merges statistical analysis with econometric studies. It is designed to provide tools for time series analysis, forecasting, and econometric model simulation. The software originated from MicroTSP software and has evolved significantly since its inception in 1981. The history of EViews is marked by a continuous effort to enhance its computational speed and user interface. It was initially developed for large computing systems but...
154
Column Efficiency: Rate Theory
365
The rate theory of chromatography provides quantitative insight into the shapes and widths of elution bands. These bands are based on the random-walk mechanism governing molecular migration within a column. The Gaussian profile of chromatographic bands arises from the cumulative effect of random molecular motions as they progress through the column.
During elution, a solute molecule experiences numerous transitions between stationary and mobile phases, exhibiting irregular residence times in...
During elution, a solute molecule experiences numerous transitions between stationary and mobile phases, exhibiting irregular residence times in...
365
How Data are Classified: Numerical Data
29.0K
Data that are countable or measurable in specific units are called numerical or quantitative data. Quantitative data are always numbers. Quantitative data are the result of counting or measuring the attributes of a population. Amount of money, pulse rate, weight, number of people living in a town, and number of students who opt for statistics are examples of quantitative data.
Quantitative data may be either discrete or continuous. All quantitative data that take on only specific numerical...
Quantitative data may be either discrete or continuous. All quantitative data that take on only specific numerical...
29.0K
Issues And Trends In Healthcare Delivery System
5.7K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.7K
Introduction to Cognitive Psychology
510
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
510
Censoring Survival Data
114
Survival analysis is a statistical method used to analyze time-to-event data, often employed in fields such as medicine, engineering, and social sciences. One of the key challenges in survival analysis is dealing with incomplete data, a phenomenon known as "censoring." Censoring occurs when the event of interest (such as death, relapse, or system failure) has not occurred for some individuals by the end of the study period or is otherwise unobservable, and it might have many different...
114


