CAJ | 학술논문

针对海产品安全预警系统中数据缺失问题，提出了一种缺失数据填补方法，目前，使用粗糙集填补的方法很多，但很多方法并没有考虑到每个对象缺失属性个数。该方法将存在缺失数据的信息表分为完备和不完备两部分，并分别对其进行处理，对缺失数据填补时综合考虑属性重要性和缺失属性个数；不存在缺失数据的信息表则直接输出；实验结果表明方法能用于海产品安全预警系统中缺失数据填补。
침대해산품안전예경계통중수거결실문제，제출료일충결실수거전보방법，목전，사용조조집전보적방법흔다，단흔다방법병몰유고필도매개대상결실속성개수。해방법장존재결실수거적신식표분위완비화불완비량부분，병분별대기진행처리，대결실수거전보시종합고필속성중요성화결실속성개수；불존재결실수거적신식표칙직접수출；실험결과표명방법능용우해산품안전예경계통중결실수거전보。
In view of missing data problem in seafood safety warning system, a method for filling the missing data is pro-posed. Currently, there are many ways using rough set to fill missing data, but many methods do not take into account the number of missing attributes for each object. With the method information missing data table is divided into two parts, complete and incomplete information table, and it is processed separately, attribute importance and the number of missing attribute are taken into account when filling the missing data. No missing data information table directly outputs. Experi-mental results show that the method can be used for seafood safety warning system to fill missing data.