对自动化新闻学术的系统审查:未来研究指南和建议
1School of Communications, Dublin City University, Dublin, Ireland.
Open research Europe
|August 30, 2023
概括
自动化新闻正在改变媒体工作. 这篇评论质疑这个术语本身,并呼吁对其影响进行更多研究,特别是从非英语来源,使用社会学理论.
科学领域:
- 媒体研究 媒体研究
- 计算社会科学 计算社会科学
- 新闻学 学习 学习 新闻学 学习
背景情况:
- 先进的算法技术正在重塑专业的工作,特别是在媒体.
- 自动化新闻,即由算法驱动的新闻故事的创作,是关键的技术进步.
- 了解自动化新闻业的影响对于媒体行业的未来至关重要.
研究的目的:
- 系统地审查关于自动化新闻学的实证研究.
- 分析现有研究的语义,时间和地理特征.
- 了解主要的辩论,并提供一个研究人员的概述.
主要方法:
- 学术文章的系统文献审查.
- 分析元数据,包括研究方法和理论背景.
- 对数据进行批判性评估,以确定主导领域的辩论.
主要成果:
- "自动化新闻"这一术语需要严审查.
- 需要增加对非英语学术的关注.
- 对媒体从业者的影响需要更好的记录.
- 制度主义和布尔迪欧的场论是合适的框架.
结论:
- 本综述概述了自动化新闻学研究中的关键挑战和辩论.
- 未来的研究应该利用制度主义和现场理论.
- 调查对媒体从业者的影响可以揭示跨组织模式.
更多相关视频
相关概念视频
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
Proofreading
54.2K
Overview
54.2K
Archival Research
16.0K
Some researchers gain access to large amounts of data without interacting with a single research participant. Instead, they use existing records to answer various research questions. This type of research approach is known as archival research. Archival research relies on looking at past records or data sets to look for interesting patterns or relationships. For example, a researcher might access the academic records of all individuals who enrolled in college within the past ten years and...
16.0K
The Scientific Method
227.4K
The scientific method is a detailed, empirical problem-solving process used by biologists and other scientists. This iterative approach involves formulating a question based on observation, developing a testable potential explanation for the observation (called a hypothesis), making and testing predictions based on the hypothesis, and using the findings to create new hypotheses and predictions.
Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
227.4K
Production Efficiency
16.9K
Net production efficiency (NPE) is the efficiency at which organisms assimilate energy into biomass for the next trophic level. Due to low metabolic rates and less energy spent on thermoregulatory processes, the NPE of ectotherms (cold-blooded animals) is 10 times higher than endotherms (warm-blooded animals).
16.9K
Feedback Loops
57.7K
In most cases, excessive hormone production is prevented by negative feedback—a loop that starts with a stimulus inducing the release of a particular substance, like a hormone, to maintain a certain level before triggering a signal that results in a decrease in further release of the hormone.
57.7K


