探索监控技术话语:一个参考文献分析和主题建模方法
Kalle Karlsson1, Fisnik Dalipi1
1Department of Informatics, Faculty of Technology, Linnaeus University, Växjö, Sweden.
Frontiers in artificial intelligence
|June 21, 2024
概括
监控技术对于预防犯罪至关重要,但也带来了复杂的问题. 这项研究发现,公众对隐私的关注有限,对实际应用和监视的双重性质更感兴趣.
科学领域:
- 社会学 社会学 社会学
- 犯罪学 犯罪学
- 技术研究 技术研究
背景情况:
- 预防犯罪依赖于多方面的策略,包括法律,政治和文化方面的考虑.
- 无人机,摄像头和窃听等监控技术越来越多地成为执法部门不可或缺的一部分.
- 越来越多地使用监控,需要解决利益相关者的挑战和社会政治法律方面的问题.
研究的目的:
- 分析监控技术的影响.
- 确定社交媒体用户和研究人员之间的共同点和观点差异.
- 探索当代监控的双向性质.
主要方法:
- 从Scopus (学术论文) 和平台X (以前的Twitter) 提取数据.
- 分析了88989条推文和4874篇研究论文.
- 应用主题建模,一个无监督的机器学习技术.
主要成果:
- 隐私在两个数据集中都得到了最小的关注,这表明其突出程度很低.
- 在学术和社交媒体平台上记录了监视的军事应用.
- 与伦理和隐私等抽象概念相比,人们对监控技术的实际应用更感兴趣.
结论:
- 当代监视技术表现出双向性质 (监视和潜监视),与德鲁兹的泛光学概念保持一致.
- 公共和学术话语显示出更强烈的倾向于监视的实际用途,而不是其伦理或隐私影响.
- 需要进一步的研究,以充分了解不断发展的监控技术对社会的影响和伦理考虑.
更多相关视频
相关概念视频
Steps in Outbreak Investigation
122
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
122
MALDI-TOF Mass Spectrometry
4.8K
Mass spectrometry is a powerful characterization technique that can identify and separate a wide variety of compounds ranging from chemical to biological entities, based on their mass-to-charge ratio (m/z). The instruments that allow this detection, known as mass spectrometers, have three components: an ion source, a mass analyzer, and a detector. These spectrometers differ based on the nature of their ion source and analyzers.
Matrix-assisted laser desorption ionization (MALDI) is a commonly...
Matrix-assisted laser desorption ionization (MALDI) is a commonly...
4.8K
Levels of Use of a GIS
48
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
48
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


