CN105488059A - Personalized service providing method based on data mining technology - Google Patents
Personalized service providing method based on data mining technology Download PDFInfo
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- CN105488059A CN105488059A CN201410476949.9A CN201410476949A CN105488059A CN 105488059 A CN105488059 A CN 105488059A CN 201410476949 A CN201410476949 A CN 201410476949A CN 105488059 A CN105488059 A CN 105488059A
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Abstract
The invention discloses a personalized service providing method based on a data mining technology. The method is characterized by comprising the following steps of setting user permission for original user data, and clearing, deleting, encrypting and hiding user information data during a data preprocessing stage; performing query limitation and important information evaluation on pre-generated data, using a data interference or encryption technique to protect the important data of a user; when the user does not log in, pushing in a small amount according to a lot of user habits, and when the user logs in, pushing according to the interest of the user; locating the position and customizing corresponding push messages for the user in different scenes, and adding the definition of a user privacy item, wherein a data user password is needed for viewing the privacy item. According to the personalized service providing method, the user data is preprocessed and encrypted for protection, and when the customer uses, the service is provided for the customer in a manner of personalized interest combined with commercial recommendation, thus the personalized service providing method based on the data mining technology is efficient, convenient and more humanized.
Description
Technical field
The present invention relates to a kind of service personalization supplying method based on data mining technology.
Background technology
Recent years often there is the big and small leakage of a state or party secret in internet, also there is a lot of website to be disclosed and leak userspersonal information, cause the public opinion about information security and secret protection, the most of individuation service system had at present is to the attention how protecting privacy of user also all to give height, the personalized service provided user is not only to meet user's self-demand, so must in the time in individuation process, space and content accomplish that just right process could really be met consumers' demand, and be unlikely to the dislike suffering user, prior art is difficult to accomplish this point.
Therefore, prior art needs to be improved.
Summary of the invention
The present invention, in order to solve the deficiencies in the prior art, provides a kind of service personalization supplying method based on data mining technology, solves individuation service system in prior art and cannot meet the problem for customer personalized demand for services.
For solving the problems of the technologies described above, a kind of service personalization supplying method based on data mining technology that the embodiment of the present invention provides, adopts following technical scheme:
Based on a service personalization supplying method for data mining technology, it is characterized in that, comprise the steps:
S1: to original user data setting rights of using, for relating to userspersonal information in the data excavated, removing at data preprocessing phase, deleting and enciphering hiding user profile data;
S2: the restriction of inquiry and the evaluation to important information are used to the data of pre-generated, for the interference of user's significant data usage data, or encryption technology is protected data;
S3: the custom when user does not log according to a large number of users pushes on a small quantity, when user logs in, pushes according to user's own interests;
S4: use personalized interest and commercial affairs to recommend the mode combined in propelling movement process, detect user when processing note and checking webpage or Edit Document, do not push;
S5: carry out location, position and corresponding PUSH message is customized to the different scenes residing for user, the definition of adding users privacy project, check that privacy project needs data user's password.
A kind of service personalization supplying method based on data mining technology provided by the invention; by carrying out pre-service to user data and carrying out encipherment protection; recommend the mode combined to be offering customers service when user uses according to personalized interest and commercial affairs, efficiently convenient, more become hommization.
Accompanying drawing explanation
Fig. 1 is the step schematic diagram of a kind of service personalization supplying method based on data mining technology described in the embodiment of the present invention.
Embodiment
Below in conjunction with accompanying drawing, the service personalization supplying method based on data mining technology that the embodiment of the present invention is supplied to is described in detail.
As shown in Figure 1, a kind of service personalization supplying method based on data mining technology that the embodiment of the present invention provides, is characterized in that, comprise the steps:
S1: to original user data setting rights of using, for relating to userspersonal information in the data excavated, removing at data preprocessing phase, deleting and enciphering hiding user profile data;
S2: the restriction of inquiry and the evaluation to important information are used to the data of pre-generated, for the interference of user's significant data usage data, or encryption technology is protected data;
S3: the custom when user does not log according to a large number of users pushes on a small quantity, when user logs in, pushes according to user's own interests;
S4: use personalized interest and commercial affairs to recommend the mode combined in propelling movement process, detect user when processing note and checking webpage or Edit Document, do not push;
S5: carry out location, position and corresponding PUSH message is customized to the different scenes residing for user, the definition of adding users privacy project, check that privacy project needs data user's password.
A kind of service personalization supplying method based on data mining technology provided by the invention; by carrying out pre-service to user data and carrying out encipherment protection; recommend the mode combined to be offering customers service when user uses according to personalized interest and commercial affairs, efficiently convenient, more become hommization.
The above; be only the specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; change can be expected easily or replace, all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should described be as the criterion with the protection domain of claim.
Claims (1)
1., based on a service personalization supplying method for data mining technology, it is characterized in that, comprise the steps:
S1: to original user data setting rights of using, for relating to userspersonal information in the data excavated, removing at data preprocessing phase, deleting and enciphering hiding user profile data;
S2: the restriction of inquiry and the evaluation to important information are used to the data of pre-generated, for the interference of user's significant data usage data, or encryption technology is protected data;
S3: the custom when user does not log according to a large number of users pushes on a small quantity, when user logs in, pushes according to user's own interests;
S4: use personalized interest and commercial affairs to recommend the mode combined in propelling movement process, detect user when processing note and checking webpage or Edit Document, do not push;
S5: carry out location, position and corresponding PUSH message is customized to the different scenes residing for user, the definition of adding users privacy project, check that privacy project needs data user's password.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410476949.9A CN105488059A (en) | 2014-09-18 | 2014-09-18 | Personalized service providing method based on data mining technology |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410476949.9A CN105488059A (en) | 2014-09-18 | 2014-09-18 | Personalized service providing method based on data mining technology |
Publications (1)
| Publication Number | Publication Date |
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| CN105488059A true CN105488059A (en) | 2016-04-13 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201410476949.9A Pending CN105488059A (en) | 2014-09-18 | 2014-09-18 | Personalized service providing method based on data mining technology |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113139822A (en) * | 2020-01-19 | 2021-07-20 | 苏州金龟子网络科技有限公司 | Promotion system and method based on user behavior analysis |
| CN113779950A (en) * | 2021-09-17 | 2021-12-10 | 国网北京市电力公司 | Report generation method and device, computer readable storage medium and processor |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN102567899A (en) * | 2011-12-27 | 2012-07-11 | 纽海信息技术（上海）有限公司 | Goods recommending method based on geographic information |
| WO2013056407A1 (en) * | 2011-10-17 | 2013-04-25 | Nokia Corporation | An automatic approach for the personalized privacy recommendation related to the location |
| CN103294967A (en) * | 2013-05-10 | 2013-09-11 | 中国地质大学（武汉） | Method and system for protecting privacy of users in big data mining environments |
| CN103905978A (en) * | 2012-12-27 | 2014-07-02 | 中国电信股份有限公司 | Information pushing method based on position, pushing device and network |
-
2014
- 2014-09-18 CN CN201410476949.9A patent/CN105488059A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2013056407A1 (en) * | 2011-10-17 | 2013-04-25 | Nokia Corporation | An automatic approach for the personalized privacy recommendation related to the location |
| CN102567899A (en) * | 2011-12-27 | 2012-07-11 | 纽海信息技术（上海）有限公司 | Goods recommending method based on geographic information |
| CN103905978A (en) * | 2012-12-27 | 2014-07-02 | 中国电信股份有限公司 | Information pushing method based on position, pushing device and network |
| CN103294967A (en) * | 2013-05-10 | 2013-09-11 | 中国地质大学（武汉） | Method and system for protecting privacy of users in big data mining environments |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113139822A (en) * | 2020-01-19 | 2021-07-20 | 苏州金龟子网络科技有限公司 | Promotion system and method based on user behavior analysis |
| CN113779950A (en) * | 2021-09-17 | 2021-12-10 | 国网北京市电力公司 | Report generation method and device, computer readable storage medium and processor |
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Application publication date: 20160413 |
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