基于人工智能和大数据的新闻传播的困境和应对策略
1School of New Media and International Communication, South China Business College of Guangdong University of Foreign Studies, Guangzhou, 510545, Guangdong, China.
Heliyon
|February 14, 2024
概括
人工智能和大数据通过提高内容质量和效率来增强新闻传播. 这些技术针对的是传统媒体.
科学领域:
- 信息科学 信息科学 信息科学
- 计算机科学 计算机科学
- 媒体研究 媒体研究
背景情况:
- 传统的新闻传播面临着包括信息过,偏见和低效率在内的挑战.
- 新技术影响了既有新闻模式,创造了改进策略的需求.
- 满足各种公共信息需求需要新闻传递的进步.
研究的目的:
- 用人工智能和大数据研究新闻传播中的困难和应对策略.
- 提高新闻内容质量和传播效率.
- 为了实现个性化的新闻建议和解决信息需求.
主要方法:
- 分析新闻传播的特点,功能和影响因素.
- 概述新闻传播的挑战和建议的解决方案.
- 应用关联规则算法用于个性化的新闻建议.
- 对人工智能和大数据策略进行实验分析,对新闻质量,效率,客观性和成本进行分析.
主要成果:
- 在人工智能和大数据战略下,新闻内容质量提高了4.76%.
- 通过拟议的方法,传播效率提高了3.63%.
- 实验验证人工智能和大数据在新闻传播中的有效性.
结论:
- 人工智能和大数据显著提高了新闻内容的质量和传播效率.
- 这些技术提供了有效的策略来克服传统的新闻传播困境.
- 个性化推提高了满足各种公共信息需求的能力.
更多相关视频
08:42Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems
Published on: May 5, 2015
12.1K
05:49Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization
Published on: February 23, 2024
844
相关概念视频
Non-equilibrium in the Cell
4.4K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.4K
Ethical Dilemmas II
1.0K
Resolving an ethical dilemma in healthcare involves a systematic approach that considers every aspect of the issue, respecting both the patient's needs and values and the healthcare professional's ethical obligations. Here are potential steps to resolve an ethical dilemma:
1.0K
Issues And Trends In Healthcare Delivery System
5.6K
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...
5.6K
Decision Making
110
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
110
Coping Strategies: Problem Focused
71
Coping strategies are methods people use to manage, tolerate, or reduce the effects of stressors. These strategies involve both behavioral and psychological actions to handle stressful situations. One common approach is problem-focused coping, which aims to change or eliminate the source of stress rather than merely addressing its consequences. This method involves taking direct action to resolve the issue causing stress.
For example, consider a student who struggles to understand their...
For example, consider a student who struggles to understand their...
71
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
