Game data intelligent analysis method

An analysis method and game data technology, applied in market data collection, marketing, etc., can solve problems such as long analysis cycle and poor timeliness

Inactive Publication Date: 2016-09-21
杭州碧游信息技术有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The existing data analysis method has a long analysis cycle and poor timeliness, and it is gradually difficult to meet the ever-changing market changes

Method used

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Embodiment Construction

[0033] The technical solutions of the present invention will be further described in detail below in conjunction with specific embodiments.

[0034] An intelligent analysis method for game data, the steps are as follows:

[0035] 1) Receive the data fed back by the client in real time, and cache the data in the Redis FIFO queue, wherein the data fed back by the client has a predefined data format. In this embodiment, preferably, the data format is JSON data Format, the data includes game behavior information such as login data, login IP, registration time, data generation time, data content, etc.;

[0036] 2) Extract data from the Redis FIFO queue;

[0037] 3) Carry out legality verification to the extracted data, if verification is legal, then carry out step 4), otherwise, discard this data, return to step 2), wherein legality verification is to check whether the data conforms to the predetermined format, and whether the data is complete, for Data that do not conform to the...

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Abstract

The invention discloses a game data intelligent analysis method. The game data intelligent analysis method comprises the following steps of: receiving, in real time, data fed back from a client and caching the data in a Redis first-in first-out queue; extracting data from the Redis first-in first-out queue; validating the extracted data; according to a preset statistical target, deduplicating the data; counting each user in the data as a vector, and carrying out difference statistical processing of all users' individual information; extracting user behavior characteristics, carrying out difference detection and calculating by using a mutual information entropy; calculating a joint entropy of two events; calculating mutual information MI; dividing a behavior difference value by the MI to obtain a new difference value; calculating to obtain an entropy HIi of the i-th behavior and an entropy of the i-1th behavior, solving a joint distribution rate of the two entropys, and solving an MIi Value to obtain a difference value Di; analyzing the difference value Di and including the analysis results into a statistical result database. The game data intelligent analysis method of the invention makes it possible to conduct fast analysis and processing of data and achieves high practicability.

Description

technical field [0001] The invention relates to the field of data analysis, in particular to an intelligent analysis method for game data. Background technique [0002] Data analysis Data analysis refers to the process of analyzing a large amount of collected data with appropriate statistical analysis methods, extracting useful information and forming conclusions to study and summarize the data in detail. This process is also a supporting process of the quality management system. In practical terms, data analysis can help people to make judgments so that appropriate actions can be taken. The mathematical foundation of data analysis was established in the early 20th century, but it was not until the advent of computers that the practical operation became possible and data analysis was popularized. Data analysis is the product of the combination of mathematics and computer science. [0003] Data analysis is widely used in computer systems. For example, in the field of game ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02
CPCG06Q30/0201
Inventor 刘颖
Owner 杭州碧游信息技术有限公司
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