A method, apparatus and device for dividing multiple users into user groups
A user group and user technology, applied in the Internet field, can solve the problems of high construction cost, limited dimension of user attribute information, and inability to obtain user groups, etc., to achieve the effect of avoiding cost, improving division efficiency and accuracy, and reducing publishing opportunities
Active Publication Date: 2016-08-17
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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However, the dimension of user attribute information involved in the method of direct division based on user attributes is limited, and it is impossible to obtain correctly divided user groups in complex network application scenarios; at the same time, because different business requirements require different types of classification systems, thus The construction cost of dividing by building a training classification model system is relatively high, and the construction of a static classification system cannot effectively adapt to the complex and changeable network application environment
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[0019] The present invention will be described in further detail below in conjunction with the accompanying drawings.
[0020] figure 1 A schematic structural diagram showing a division device for dividing multiple users into user groups based on a user topological relationship network according to one aspect of the present invention; the division device in this embodiment is included in a network device; the division device includes a publication count acquisition device 1 , the first intensity determining means 2 and the first dividing means 3 .
[0021] Wherein, the network device includes but not limited to a network host, a single network server, a set of multiple network servers or a cloud formed by multiple servers. Here, the cloud is composed of a large number of computers or network servers based on cloud computing (Cloud Computing), wherein cloud computing is a kind of distributed computing, a super virtual computer composed of a group of loosely coupled computer se...
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The invention aims at providing a method, apparatus and device for dividing multiple users into user groups. The method comprises the steps of obtaining common publishing times and non-common publishing times of published information of any two users in the multiple users based on search results of net citizen in the same retrieving; confirming cooccurrence relation strength of any two users according to the common publishing times and the non-common publishing times of published information of any two users; and using a level grade clustering method to divide the multiple users in a user topology relative network into the user groups when the cooccurrence relation strength is not smaller than a scheduled relation strength threshold value.
Description
technical field [0001] The present invention relates to the technical field of the Internet, in particular to a method, device and equipment for dividing a plurality of users into user groups based on a user topological relationship network. Background technique [0002] In the prior art, it is generally based on user attributes, such as the industry classification and region to which users belong, to directly divide multiple users into user groups; or by determining the user classification system, constructing labeled customer classification samples, and training the classification model In this way, user groups are divided for multiple users. However, the dimension of user attribute information involved in the method of direct division based on user attributes is limited, and it is impossible to obtain correctly divided user groups in complex network application scenarios; at the same time, because different business requirements require different types of classification s...
Claims
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IPC IPC(8): G06F17/30
Inventor 闫新发黄启友谢剑董贯慧
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD