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P2 Cyberbullying Safety Engineering by Patent: Trends, Solution Paradigms, and Societal Impacts

通过专利看网络欺凌安全工程:趋势、解决方案范式与社会影响
ICSE Proceedings of the IEEE/ACM 48th International Conference on Software Engineering2026匹配度 0/10 · 论文研究网络欺凌相关专利趋势与AI检测/审核方案,属于社会技术安全与内容治理,与用户关注的PL/静态分析、Agentic程序、浮点程序分析、贝叶斯程序分析及LLM辅助验证完全无关。引用 0 inbox
Mohamad Kassab
crossref: 2026-09-12

AI 速览

一句话:基于192个专利族,揭示网络欺凌安全工程由AI检测与审核主导,报告、隐私、伦理及高风险群体覆盖不足。

网络欺凌是复杂的社会技术安全挑战,工业优先事项可见于其专利发明。本文把专利视为工程关注的前瞻性代理,混合方法分析1983–2025年的192个专利族:描述性分析、双编码主题分析与LDA/BERTopic,归纳八种解决方案范式及预期受益者。结果显示,2010年代中期起申请激增,由AI检测与审核流水线主导,报告、隐私和伦理关注较少。仅9.4%专利族明确提及未成年人,其他高风险群体大多缺席,受益者覆盖不均。该景观揭示保护谁、如何保护,并为软件工程实践、教育与政策提供公平导向的可操作建议。

问题
网络欺凌作为社会技术安全挑战,工业界的工程关注与受益者覆盖不透明;论文追问专利所体现的解决方案趋势、范式及“保护谁、如何保护”的问题。
方法
将专利视为前瞻性工程关注代理,对192个专利族(1983–2025年中)进行混合方法分析,结合描述统计、双编码主题分析与LDA/BERTopic,归纳八类方案范式及预期受益者。
评估
基于专利族数据发现2010s中期申请激增、AI检测与审核主导,报告/隐私/伦理关注不足,仅9.4%明确提及未成年人,其他高风险群体多数缺失;并据此提出公平导向的软件工程、教育与政策启示。
原文摘要(Abstract)

Cyberbullying is a socio-technical safety challenge, and industry priorities are most clearly revealed in the inventions it patents. Treating patents as forward-looking proxies of engineering attention, we analyze 192 patent families (1983–mid-2025) using a mixed-methods approach that combines descriptive analytics, dual-coded thematic analysis, and LDA/BERTopic to map eight solution paradigms and their intended beneficiaries. We observe a sharp increase in filings from the mid-2010s, dominated by AI-centric detection and moderation pipelines, with comparatively little attention to reporting, privacy, or ethics. Only 9.4% of patent families explicitly reference minors, while other high-risk groups are largely absent, reflecting uneven beneficiary coverage. This landscape provides a novel lens on who is protected, how, and by which mechanisms, and offers actionable insights for software engineering practice, education, and policy. We further translate these findings into equity-focused requirements that highlight opportunities for more accountable and inclusive cyberbullying interventions.

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BibTeX
@inproceedings{paperbot12034,
  title = {Cyberbullying Safety Engineering by Patent: Trends, Solution Paradigms, and Societal Impacts},
  author = {Mohamad Kassab},
  booktitle = {ICSE},
  year = {2026},
  doi = {10.1145/3786581.3786928}
}