Trust-Oriented Data Analytics in Online Social Networks

在线社交网络中面向信任的数据分析

• 批准号: DP230100676
• 负责人: Prof Yan Wang
• 金额: $ 29.59万
• 依托单位: Macquarie University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2023
• 资助国家: 澳大利亚
• 起止时间: 2023-01-01 至 2025-12-31
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP230100676
• 关键词: Trust; Oriented; Data; Analytics; Online

Trust-oriented data analytics is essential in online social networks for reducing deceitful interactions and enhancing trust between users. This project aims to systematically devise innovative solutions by considering rich social contextual information as an important source of trust. The expected outcomes of this project include innovative solutions from a fundamental perspective to the challenges of context-aware trust propagation, trust network searching/matching, and trustworthy/malicious user prediction in online social networks. This project is significant as it will advance the knowledge base for enabling a trustworthy social networking environment, benefiting billions of Australian and worldwide online social network users.

面向信任的数据分析在在线社交网络中对于减少欺骗性交互和增强用户之间的信任至关重要。该项目旨在通过将丰富的社会背景信息视为信任的重要来源，系统地设计创新解决方案。该项目的预期成果包括创新的解决方案，从一个基本的角度来看，上下文感知的信任传播的挑战，信任网络搜索/匹配，值得信赖的/恶意的用户预测在线社交网络。该项目意义重大，因为它将推进知识基础，以建立一个值得信赖的社交网络环境，使数十亿澳大利亚和全球在线社交网络用户受益。