学者指标扫描器 (SMS):自动检索引文和作者数据
Yutong Cao1,2, Nicole A Cheung1,2, Dean Giustini3
1Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.
Frontiers in research metrics and analytics
|March 8, 2024
概括
学者指标扫描器 (SMS) 自动化从谷歌学者研究小组从谷歌学者获取图书统计数据. 这个开源工具可视化研究影响和合作,使用引用指标和图表输出.
科学领域:
- 图书统计学 图书统计学
- 研究影响评估研究影响评估
- 数据科学数据科学数据科学
背景情况:
- 学术机构和研究小组依靠文献计量数据来评估研究影响和战略规划.
- 用于图书统计分析的手动数据收集是耗时且容易出现错误的.
- 现有的工具可能缺乏灵活性或特定的特征,用于组级分析.
研究的目的:
- 为研究人员组开发一个自动化解决方案来检索和可视化参考资料数据.
- 提供一个开源工具,简化评估研究影响和合作的过程.
- 在学术部门和研究集群中实现数据驱动的决策.
主要方法:
- 开发了Scholar Metrics Scraper (SMS),这是一个基于Python的工具,使用Jupyter笔记本.
- 输入:研究人员名字列表.
- 输出:来自谷歌学者和相关图形可视化的引用指标的CSV文件.
主要成果:
- 成功地自动检索特定研究人员组的引用指标.
- 创建了群组研究影响和协作模式的视觉表示.
- 提供了一个开放和可访问的解决方案,用于图书统计数据分析.
结论:
- 学者指标 Scraper (SMS) 提供了一个高效和自动化的方法,用于文献计量分析.
- 该工具有助于可视化研究影响和协作,支持战略规划.
- 短信促进在学术研究评估中使用数据驱动的洞察力.
相关概念视频
Systematic Sampling Method
10.3K
Sampling is a technique to select a portion (or subset) of the larger population and study that portion (the sample) to gain information about the population. Data are the result of sampling from a population. The sampling method ensures that samples are drawn without bias and accurately represent the population. Because measuring the entire population in a study is not practical, researchers use samples to represent the population of interest.
Systematic sampling is one of the simplest methods...
Systematic sampling is one of the simplest methods...
10.3K
Data Collection II
8.1K
The nursing history captures and records the patient's health status, so that a care plan evolves to meet the patient's individual needs. The nursing health history is a part of the initial assessment. A comprehensive history covers all health dimensions and plays a significant role in the assessment process. A comprehensive history includes the patient's biographical information, reasons for seeking health care, expectations, present and past health history, medications, and...
8.1K
Data Collection by Survey
6.5K
The systematic method of obtaining and analyzing accurate information of a population is called data collection. A survey is a standard method of data collection that involves collecting information from a target human population about their experience, opinion, or knowledge of a product, service, or process. The responses are recorded and interpreted. The most common survey examples are written questionnaires, face-to-face or telephonic conversations, focus groups, and electronic (e-mail or...
6.5K
Systematic Error: Methodological and Sampling Errors
1.5K
In the case of systematic errors, the sources can be identified, and the errors can be subsequently minimized by addressing these sources. According to the source, systematic errors can be divided into sampling, instrumental, methodological, and personal errors.
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
1.5K
Data Collection III
2.8K
The physical assessment examines the patient for objective data that defines the patient's condition, and aids in formulating the nursing care plan. The purpose of physical assessment is a health status appraisal, which includes identifying health problems, and establishing a database for nursing intervention.
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the...
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the...
2.8K
Extraction: Advanced Methods
446
Metal ions can be separated from one another by complexation with organic ligands–the chelating agent– to form uncharged chelates. Here, the chelating agent must contain hydrophobic groups and behave as a weak acid, losing a proton to bind with the metal. Since most organic ligands used in this process are insoluble or undergo oxidation in the aqueous phase, the chelating agent is initially added to the organic phase and extracted into the aqueous phase. The metal-ligand complex is...
446


