Method and system for intelligently recommending ordering dishes
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A technology of dishes and rules, which is applied in the field of intelligent recommendation and ordering methods and systems, and can solve problems such as limited functions
Inactive Publication Date: 2010-04-21
GUANGZHOU KSENSE INFORMATION TECH
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[0003] Chinese invention patent application, whose application number is 200710046499.X, discloses a kind of "electronic ordering system with intelligent recommendation function", this electronic ordering system with intelligent recommendation function only simply uses the name of the dish as Data item is a traditional shopping basket analysis method. Although the dependence relationship between the dish names can provide some support for market decision-making, since this dependence relationship does not involve the dependence relationship between the intrinsic attributes of the product, What decision makers are often concerned with is what kind of attributes the dishes ordered by customers have. People who like dishes with this attribute may also like other dishes with what attributes. Therefore, the role of the traditional shopping basket analysis method is limited
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Embodiment 1
[0059] An embodiment of an intelligent recommended ordering method of the present invention is as follows: figure 1 Shown is a flow chart of a method of the present invention.
[0060] Specifically, a method for intelligently recommending dishes includes the following steps:
[0061] Step S01, according to the acquired attribute data of all the dishes in the historical ordering database, data mining is performed on the attribute data of all the dishes to generate an association rule set, the association rule set is composed of multiple association rules, and the calculated The confidence degree of each association rule in the association rule set;
[0062] Wherein, the association rule is composed of an association rule antecedent and an association rule aftermath, and the association rule aftermath is derived from the association rule antecedent, defining the data of the attribute data of all dishes in the historical order database The set is P, and in the data set P, there...
Embodiment 2
[0148] Correspondingly, the present invention also provides an intelligent recommendation ordering system such as figure 2 and image 3 Shown is a schematic structural view of the present invention.
[0149] Concretely, a kind of intelligent recommendation order system of the present invention, it comprises:
[0150] Association rule generation module 1, for according to the attribute data of all dishes in the historical ordering database that obtains, carry out data mining between the attribute data of described all dishes to generate association rule set, described association rule set is made up of a plurality of association rules Composition, and calculating the confidence degree of each association rule in the association rule set;
[0151] Wherein, the association rule is composed of an association rule antecedent and an association rule aftermath, and the association rule aftermath is derived from the association rule antecedent, defining the data of the attribute da...
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Abstract
The invention relates to a method and a system for intelligently recommending ordering dishes. The method for intelligently recommending ordering the dishes comprises the following steps of: A, excavating attributes of all dishes to generate an association rule set, and calculating degree of confidence of each association rule of the association rule set; B, receiving a first dish, and storing the first dish into a database of ordered dishes; C, searching a matched attribute association rule set taking the attributes of the ordered dishes as an association rule antecedent and taking attribute of a dish X as an association rule consequent from the association rule set, and adding degree of confidence of each association rule in the acquired attribute association rule set together to acquire recommendation value of the dish X; D, sorting recommendation values, selecting N dishes serving as recommended dishes, and outputting the dishes; and E, judging whether the dishes input by a user are received, if so, storing the input dishes into the database of the ordered dishes, and continuing step C, otherwise, ending the recommendation. The system for intelligently recommending ordering the dishes comprises an association rule generating module, a dish receiving module, a recommendation value generating module, an output module and a judgment module. The method and the system can make the recommended dishes more scientific and reasonable.
Description
technical field [0001] The invention relates to the technical field of electronic ordering in the catering industry, in particular to an intelligent recommended ordering method and system. Background technique [0002] In the prior art, the electronic ordering method of the catering industry is to use the traditional shopping basket analysis method to carry out data mining on the transaction records of the catering industry. The data items of the database used for traditional market basket analysis are the names of the commodities themselves. [0003] Chinese invention patent application, whose application number is 200710046499.X, discloses a kind of "electronic ordering system with intelligent recommendation function", this electronic ordering system with intelligent recommendation function only simply uses the name of the dish as Data item is a traditional shopping basket analysis method. Although the dependence relationship between the dish names can provide some suppor...
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