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大数据自动生成信用“小标签” 石家庄积极探索构建企业信用标注体系

  • 2026-07-07 06:26:50
大数据自动生成信用“小标签” 石家庄积极探索构建企业信用标注体系

如今在石家庄,每一家企业都有了自己的“信用画像”。石家庄市市场监督管理局近日探索构建了一套企业信用标注体系,用34个标签给经营主体作更精准的“画像”,让守信者享受便利,让失信者无处遁形。

这套体系的核心思路是智能化比对、精准化标注、多维度画像、针对性服务。简单来说,就是利用大数据技术,自动比对企业的各种信用信息,自动生成标签,尽量减少人工干预,保证客观公正。

目前,全市已累计完成180.3万户次标注,标签分为守信激励、失信惩戒和修复提示三大类,共34个标签,覆盖了企业信用的方方面面,可应用在靶向性监管、定制化服务、精准化查询等方面。

据介绍,该体系运用大数据技术提高标注智能化和客观性,依托智慧监管平台的数据枢纽能力,实现自动比对、自动标注,最大限度减少人工干预。针对知识产权、食品安全、特种设备、医疗器械、药品监管等重点领域,市场监管部门的相关业务科室还会根据实际监管经验,进行人工定制化标注。这样一来,标签内容更贴合执法标准、监管需求和行业特点,弥补了智能标注的专业短板。

值得一提的是,所有标签都不是“终身制”的。标注体系实行动态性创建,企业如果改善了信用状况,标签可以追溯、修复和退出,确保真实反映企业当下的信用状态。

这套信用标注体系的建成,标志着石家庄在企业信用监管方面迈出了一大步。不再是“一刀切”式的监管,而是根据不同信用状况提供差异化服务和管理,既减轻了守信企业的负担,又提高了对失信企业的监管效率。

下一步,石家庄市市场监督管理局将在不断完善标注的基础上,着力拓展应用场景,让企业感受到更加公平、高效、有温度的市场监管环境。畅通“标注+信用修复”,对于符合信用修复条件的经营主体设置个性化筛选,帮助监管人员快速了解企业状态,缩短修复服务时限;探索“标注+双随机监管”,将多维信用标注结果作为确定检查对象的核心筛选因素,对高风险标注主体提高抽查比例、频次;对低风险、信用良好主体大幅降低抽查比例、频次,实现“无事不扰、无处不在”;推进“标注+重点监管”,在食品安全、特种设备等高风险领域,利用信用标签快速锁定高风险对象,把有限的监管资源用在“刀刃”上。


来源:石家庄日报客户端

记者:焦莉莉

上期精彩回顾

《学习与研究》刊发河北省委常委、石家庄市委书记张超超署名文章:《从“新官要理旧事”看树立和践行正确政绩观》

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  139. /yingpanguazai/ssd/ssd1/www/460.net.cn/runtime/temp/ba54d6633e0eed0ab3340e5f5fbe5cd0.php ( 11.97 KB )
  140. /yingpanguazai/ssd/ssd1/www/460.net.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000683s ] mysql:host=127.0.0.1;port=3306;dbname=nowww460;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000795s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000368s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000267s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000613s ]
  6. SELECT * FROM `set` [ RunTime:0.000194s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000575s ]
  8. SELECT * FROM `article` WHERE `id` = 525751 LIMIT 1 [ RunTime:0.001193s ]
  9. UPDATE `article` SET `lasttime` = 1783401923 WHERE `id` = 525751 [ RunTime:0.004970s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000288s ]
  11. SELECT * FROM `article` WHERE `id` < 525751 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000511s ]
  12. SELECT * FROM `article` WHERE `id` > 525751 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001033s ]
  13. SELECT * FROM `article` WHERE `id` < 525751 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.003047s ]
  14. SELECT * FROM `article` WHERE `id` < 525751 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002819s ]
  15. SELECT * FROM `article` WHERE `id` < 525751 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002828s ]
0.092080s