广东地区艺术品拍卖判例分析数据
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通过分析艺术品拍卖相关的裁判文书数据,可以帮助数字艺术品交易平台了解行业内的法律风险和违规行为,为平台自身的运营和业务决策提供法律参考,从而规范自身的市场行为,促进平台的合规发展。1、数据来源:通过已公开的裁判文书,收集艺术品拍卖相关判决书中的案号、案由、裁判时间、案件类型、审理程序、原链接等信息;2、数据处理:对收集到的数据进行去重、合并、累加,便于分析使用;3、算法规则:时效分数:本年度计1分,1-3年计0.5分,3年以上计0.2分;程序分数:审理程序为一审计0.5分,二审、再审计1分;案由分数:本案件案由/同一年度全部案由数量;案例参考价值Y=(时效分数*a1+程序分数*a2+案由分数*a3)*100,(a1、a2、a3为权重系数,a1+a2+a3=100%);4、数据应用:通过比对Y值,筛选出该地区参考价值更高的案例以指导实践。
Analyzing court judgment data related to art auctions can help digital art trading platforms understand legal risks and irregular practices in the industry, provide legal references for the platforms' own operations and business decisions, thereby standardizing their market behaviors and promoting the compliant development of the platforms. 1. Data Source: Collect information such as case numbers, causes of action, judgment dates, case types, trial procedures, and original links from publicly available court judgments related to art auctions; 2. Data Processing: Deduplicate, merge, and aggregate the collected data to facilitate analytical applications; 3. Algorithm Rules: - Time-effectiveness Score: 1 point for cases adjudicated in the current year, 0.5 points for cases adjudicated 1 to 3 years ago, and 0.2 points for cases adjudicated more than 3 years ago; - Procedure Score: 0.5 points for cases heard in the first instance, 1 point for cases heard in the second instance or retrial; - Cause-of-action Score: The ratio of the number of cases under the current cause of action to the total number of cases in the same year; - Case Reference Value Y = (Time-effectiveness Score * a1 + Procedure Score * a2 + Cause-of-action Score * a3) * 100, where a1, a2, a3 are weight coefficients satisfying a1 + a2 + a3 = 100%; 4. Data Application: Screen cases with higher reference values in the region to guide practical work by comparing the Y values.




