酒类京东直播带货违法监测预警数据
收藏资源简介：
对采集的京东平台带货品类为酒类的达人直播视频内容进行转译分析，对达人口播语言内容进行处理、分析，根据达人在直播过程中对预先设置的违规敏感词（比如：不宿醉，喝不醉，不上头，醒酒快，温肾，除积冷，消除紧张、消除焦虑，增加体力，改善疲劳感，再喝一杯，千杯不醉等）违反的次数和频率，依据触发条件规则提出警告或处理。为诸暨市市场监督局管理区域内规范企业京东直播行为，提供数据支持。将采集完成的直播视频进行进行预处理，第一步：基于原始视频文件，以最大10分钟单位对原始视频进行切片。第二步：对于已完成的切片视频，进行视频内容转语音操作。第三步：对于已完成视频转语音操作的切片，进行语音转文本操作。第四步：使用OCR技术对原始视频中抓取的图片进行文字提取操作。第五步：将所得到的文字内容与违法预警关键词库进行匹配。最终运用多标准决策分析模型，对主播在直播过程中出现的违规语句进行分析计算，得出违法预警值和是否预警判断。 违法预警值=（违法预警单关键词命中次数*0.25）+（违法预警组合关键词命中次数* 0.3）+（图片识别命中预警组合关键词个数*0.35）+（直播间近一个月历史违规记录数*0.1） 通过公式计算出最终违法预警值，违法预警值 ≤1 时，不触发预警提示，违法预警值 ＞1 时触发违法预警提示。
This dataset conducts transcription and analysis on the live streaming video content of liquor category influencers on the JD.com platform. It processes and analyzes the oral language content of the influencers, and issues warnings or takes corresponding actions based on the triggering rules according to the times and frequency of violations of pre-set sensitive prohibited keywords during the live streaming, such as "no hangover", "cannot get drunk", "no head rush", "fast hangover relief", "warm kidneys", "eliminate accumulated cold", "relieve tension and anxiety", "increase physical stamina", "alleviate fatigue", "have another drink", "never drunk even after a thousand drinks". This dataset provides data support for standardizing JD.com live streaming behaviors within the administrative region of Zhuji Municipal Market Supervision Administration. The collected live streaming videos are preprocessed through the following five steps: 1. Slice the original video files into segments with a maximum duration of 10 minutes. 2. Perform audio extraction from the sliced videos. 3. Conduct speech-to-text conversion on the extracted audio of the sliced videos. 4. Extract text from images captured from the original videos using Optical Character Recognition (OCR) technology. 5. Match the obtained text content with the prohibited early-warning keyword database. Finally, a multi-criteria decision analysis (MCDA) model is employed to analyze and calculate the violation statements made by the streamer during the live streaming, and derive the final violation warning score and the warning judgment result. The formula for calculating the violation warning score is as follows: Violation Warning Score = (Number of hits for single prohibited keywords * 0.25) + (Number of hits for combined prohibited keywords * 0.3) + (Number of combined prohibited keywords identified via image recognition * 0.35) + (Number of historical violation records of the live streamer in the past month * 0.1) The warning triggering rules are: - No warning is triggered when the Violation Warning Score ≤ 1; - A violation warning is triggered when the Violation Warning Score > 1.
数据集概述
数据集名称
浙江省数据知识产权登记平台
数据集描述
浙江省数据知识产权登记平台是由浙江知识产权研究与服务中心推出的区块链数据知识产权登记系统。该平台支持数据知识产权登记、知识产权证书申请、原创作品登记确权、维权服务申请、维权证据出具、知识产权转让等多种场景。
主要功能
- 数据知识产权登记
- 知识产权证书申请
- 原创作品登记确权
- 维权服务申请
- 维权证据出具
- 知识产权转让
应用场景
该平台从登记、确权、维权、交易等多维度为创作者的知识产权保驾护航。
关键词
区块链、知识产权、数据存证、知识产权存证、知识产权研究与服务中心、数据知识产权登记、浙江省数据知识产权登记平台
