CIRED.digital chatbot usage logs (anonymized)

Anonymized usage logs from CIRED.digital, a conversational assistant for exploring CIRED scientific publications stored in the HAL open archive.
The dataset covers 1,845 interaction events across 259 user sessions from July to October 2025, including queries, responses, session metadata, and navigation events.
Personal identifiers (IP addresses, session IDs, user agents) have been replaced with anonymized derived fields (geographic origin classification, anonymous session IDs, device class labels) to preserve analytical value while protecting user privacy.
The analysis pipeline in the companion GitHub repository can reproduce all figures and tables from this archive:
git clone https://github.com/CIRED/cired.digital
unzip monitor-logs-anon_20260210.zip -d cired.digital/reports/monitor-logs-anon
cd cired.digital
make LOGS_ROOT=reports/monitor-logs-anon analysis
Event types
Event typeDescriptionsessionStartNew visitor sessionrequestUser query submittedresponseAI-generated answerarticleGenerated article from queryfeedbackUser rating (thumbs up/down)btnClickUI button interactionvisibilityChangeBrowser tab shown/hidden

本数据集源自CIRED.digital的匿名化使用日志——该平台是一款用于检索存储于HAL开放存档库中的CIRED学术文献的对话式助手。

本数据集涵盖2025年7月至10月期间259个用户会话中的1845条交互事件，包含用户查询、AI回复、会话元数据及导航事件。

为在保护用户隐私的同时保留数据分析价值，数据集已将个人标识符（IP地址、会话ID、用户代理）替换为匿名衍生字段，包括地理来源分类、匿名会话ID、设备类别标签。

配套GitHub仓库中提供的分析流水线可复现本存档中的全部图表与表格，具体操作指令如下：
git clone https://github.com/CIRED/cired.digital
unzip monitor-logs-anon_20260210.zip -d cired.digital/reports/monitor-logs-anon
cd cired.digital
make LOGS_ROOT=reports/monitor-logs-anon analysis

### 事件类型及说明
| 事件标识符 | 详细说明 |
| --- | --- |
| sessionStart | 新访客会话启动 |
| request | 用户提交查询请求 |
| response | AI生成回复 |
| article | 基于查询生成的文献条目 |
| feedback | 用户评分（点赞/点踩） |
| btnClick | UI按钮交互 |
| visibilityChange | 浏览器标签页显示/隐藏切换 |