KR-20260063744-A - DATA PREPROCESSING AND PROCESSING METHODS FOR STANDARDIZING FRESH PRODUCE DATA

Abstract

One embodiment of the present disclosure provides a method for data preprocessing and processing for standardizing fresh food data. The method comprises the steps of receiving crop information including an item name, grade, and transaction unit from at least one of a seller terminal or a broker terminal, and refining the data by automatically clustering the crop information according to a pre-set standard for at least one of the item, grade, and transaction unit.

Inventors

• 최종석

Assignees

• 주식회사 디어니언

Dates

Publication Date

20260507

Application Date

20241031

Claims (1)

1. In a data preprocessing and processing method for standardizing fresh food data, a) receiving crop information including item name, grade, and transaction unit from at least one of a seller terminal or a broker terminal; b) A method for data preprocessing and processing for fresh food data standardization, comprising the step of automatically clustering the crop information according to a pre-set standard for at least one of item, grade, and trading unit to refine the data.

Description

Data Preprocessing and Processing Methods for Standardizing Fresh Product Data The present invention relates to a data preprocessing and processing method for standardizing fresh food data, and more specifically, to a technology for processing fresh food data into a consistent and standardized format to facilitate analysis of data collected from various sources. Fresh foods, such as agricultural products, vary in the types of crops grown depending on the region and farm. These crops are distributed through various channels, during which sellers or intermediaries provide information about the crops to the market. This information may include the type, grade, and trading unit of the crop, and can be further subdivided into item name, variety name, trading unit, and grade unit. However, the order of notation and the naming of crop information varied among different sellers and intermediaries. Traditionally, crop information was collected and entered by modifying it to fit a fixed format. This process resulted in wasted time and costs, as well as increased waiting times for sales. Due to the nature of fresh food, the value of the product decreases as time passes, causing losses for sellers, intermediaries, and buyers alike. Accordingly, there is an increasing need for technology that processes fresh food data into a consistent and standardized format to facilitate the analysis of data collected from various sources. FIG. 1 is a diagram showing a data preprocessing and processing system for fresh food data standardization according to one embodiment of the present invention. Figure 2 is a detailed diagram showing a data preprocessing and processing device for fresh food data standardization illustrated in Figure 1. FIGS. 3 and FIGS. 5 are drawings illustrating the data preprocessing and processing process for fresh food data standardization according to an embodiment of the present invention. FIG. 6 is a flowchart illustrating the sequence of a data preprocessing and processing method for fresh food data standardization according to another embodiment of the present invention. The present disclosure will be described in detail below with reference to the attached drawings. However, the present disclosure may be implemented in various different forms and is not limited to the embodiments described herein. Furthermore, the attached drawings are intended only to facilitate understanding of the embodiments disclosed herein, and the technical concept disclosed herein is not limited by the attached drawings. All terms used herein, including technical and scientific terms, should be interpreted in the sense generally understood by those skilled in the art to which the present disclosure pertains. Terms defined in advance should be interpreted as having additional meanings consistent with relevant technical literature and the present disclosure, and should not be interpreted in a highly ideal or restrictive sense unless otherwise defined. In order to clearly explain the invention in the drawings, parts unrelated to the explanation have been omitted, and the size, form, and shape of each component shown in the drawings may be varied. Throughout the specification, identical or similar parts are denoted by identical or similar reference numerals. Throughout the specification, when it is stated that a part is "connected (connected, contacted, or coupled)" to another part, this includes not only cases where they are "directly connected (connected, contacted, or coupled)," but also cases where they are "indirectly connected (connected, contacted, or coupled)" with other members interposed therebetween. Furthermore, when it is stated that a part "includes (provides, or provides)" a certain component, this means that, unless specifically stated otherwise, it does not exclude other components but rather allows for additional "included (provided, or provided)" of other components. In this specification, the term "part" includes a unit realized by hardware, a unit realized by software, and a unit realized using both. Additionally, one unit may be realized using two or more pieces of hardware, and two or more units may be realized by one piece of hardware. Meanwhile, "part" is not limited to software or hardware, and "part" may be configured to reside in an addressable storage medium or configured to run on one or more processors. Accordingly, as an example, "part" includes components such as software components, object-oriented software components, class components, and task components, as well as processes, functions, attributes, procedures, subroutines, segments of program code, drivers, firmware, microcode, circuits, data, databases, data structures, tables, arrays, and variables. The functions provided within the components and "parts" may be combined into a smaller number of components and "parts" or further separated into additional components and "parts." In addition, the components and '~parts' may be implemented to play o