Title :
Research on the method of data extraction based on category
Author :
Zhongyu Chen ; Ting Guo ; Zhongsheng Qian ; Chunshui Xiao
Author_Institution :
Coll. of Math., Phys. & Inf. Eng, Zhejiang Normal Univ., Jinhua, China
Abstract :
Existing enterprise management information system database design commonly uses relational database management mode. This organization within the enterprise rich and diverse types of data is simplified as a two-dimensional table. This approach has limitation. In this paper, for the data organization, we propose to use category theory. Taking data as an object, by defining data relationships through the morphisms relationships, we can put forward a category data model. Then using the chart launch operations, we propose a category-based data extraction method. Finally, this paper illustrates concrete details by an example.
Keywords :
data models; graph theory; management information systems; relational databases; 2D table; category data model; category theory; category-based data extraction method; data organization; data relationships; enterprise management information system database design; morphisms relationships; relational database management mode; Data mining; Data models; Databases; Educational institutions; Information systems; Merchandise; Organizations; : information system; categorical data model; chart launched; data extraction;
Conference_Titel :
Computer and Information Science (ICIS), 2013 IEEE/ACIS 12th International Conference on
Conference_Location :
Niigata
DOI :
10.1109/ICIS.2013.6607868