Bi-directional recommendation-based online recruitment system

A two-way, off-line analysis technology, applied in the transmission system, other database retrieval, office automation, etc., can solve the problems of poor recommendation results, changes in the intensity of users' job-seeking/recruitment intentions, and "saturation of the exposure range". Improve user interaction rate, reduce invalid exposure, and improve experience

Active Publication Date: 2016-04-13
北京华品博睿网络技术有限公司
View PDF4 Cites 51 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0010] In order to solve the above problems, the purpose of the present invention is to provide an online recruitment system based on two-way recommendation, which is used to solve the problem that the recommendation results in the prior art cannot be solved well. In the online recruitment recommendation, users have two-way preferences and users have a strong willingness to apply for a job / recruitment. The degree changes over time, and there are problems such as saturation in the user's "exposure range" within the same time period

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Bi-directional recommendation-based online recruitment system
  • Bi-directional recommendation-based online recruitment system
  • Bi-directional recommendation-based online recruitment system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0026] The present invention will be described in further detail below through specific embodiments and in conjunction with the accompanying drawings.

[0027] The present invention specifically relates to an online recruitment system based on two-way recommendation, including: an offline analysis module, a recommendation center module, and an online service module. The offline analysis module is used for offline mining and feature calculation of user static information and user behavior records, including data Collection module, data preprocessing module, feature extraction module, and model training module; the data collection module is mainly used to collect various user information and user logs, and the collection is completed and sorted into the database; the data preprocessing module involves data sorting, cleaning, User information is formatted by field, and user behavior is divided into blocks by time series; the feature extraction module extracts various features from...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a bi-directional recommendation-based online recruitment system. A bi-directional recommendation algorithm adopted by the bi-directional recommendation-based online recruitment system includes the following steps that: static information submitted by the users of a recruitment side and a job hunting side respectively is collected; the dynamic behavior information of the recruitment side and the job hunting side is collected; and when recommendation matching degree is calculated, bi-directional preferences of the recruitment side and the job hunting side, the urgent degree of user demands, and the saturability of the exposure range of being recommended of users should be considered; and the algorithm is realized through adopting hybrid models, and an personalized fusion strategy is adopted for the results of the plurality of models. With the bi-directional recommendation-based online recruitment system of the invention adopted, the bi-directional preferences of the users, the change of thee urgent degree of the user demands with time, and the saturability of the response ability of the users to the exposure range are considered.

Description

technical field [0001] The invention relates to an online recruitment system based on two-way recommendation, in particular to an Internet-based human resource rapid decision-making auxiliary system, which can effectively provide timely and effective decision-making auxiliary basis for human resource management departments. Background technique [0002] At present, the recruitment industry is undergoing rapid development and transformation. On the one hand, with the emergence of the Internet and the wave of national entrepreneurship, various industries are facing industrial upgrading. The focus of enterprise competition is the competition for talents, and talent recruitment has become the top priority of each enterprise . On the other hand, with the popularization of mobile Internet and the maturity of big data technology, online recruitment has become an efficient and convenient way of recruitment. [0003] Online recruitment encounters a problem: information overload, tha...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06Q10/10G06F17/30H04L29/08
CPCG06Q10/1053G06F16/951H04L67/1097
Inventor 赵鹏
Owner 北京华品博睿网络技术有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap