Music resource individual recommendation method and system thereof
A recommendation method and music technology, applied in special data processing applications, instruments, electrical and digital data processing, etc., can solve the problems of heavy workload, low efficiency, inaccuracy, etc., and achieve the effect of accurate and personalized recommendation
Active Publication Date: 2011-03-09
YEELION ONLINE NETWORK TECH BEIJING
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Problems solved by technology
[0005] However, the existing technology requires a large number of professionals to extract and label music labels, which is a very heavy workload and low efficiency; and the labeling results are affected by personal subjective factors to a certain extent, and may be inaccurate
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[0070] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments of the present invention belong to the protection scope of the present invention.
[0071] see figure 2 , the embodiment of the present invention provides a method for personalized recommendation of music resources, the method includes the following steps:
[0072] S201: Grab text information related to music resources from the Internet;
[0073] Wherein, the operation of grabbing can be completed through an automated program, wherein the text information related to the music resource grabbed can include the label (tag) marked by the website or netizens on the music, the c...
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The invention discloses a music resource individual recommendation method and a system thereof. The method includes that: text information related to music resource is captured from network; statistics on label seed in related text information of each music resource and frequency of each label seed and statistics on label seed in related text information of all the music resource and frequency of each label seed are carried out, thus obtaining global weight of each label seed; for each single music resource, monomer weight of each label seed corresponding to single music resource is obtained according to the frequency of each label seed and global weight thereof; label seeds monomer weight of which are consistent with preset conditions are determined to be a label of music resource; and individual recommendation is carried out according to the label of music resource. By adopting the invention, automatic and relatively accurate individual recommendation can be realized.
Description
technical field [0001] The invention relates to the technical field of personalized information recommendation, in particular to a method and system for personalized recommendation of music resources. Background technique [0002] With the development of the Internet, music resources have become a very large part of Internet applications. Major music websites and music software provide users with millions of music resources. But users can't understand all of them in a short time, so it's also difficult to find their favorite music easily. This requires some method to intelligently recommend music that may be of interest to the user, that is, personalized music recommendation. [0003] The current method of personalized recommendation is mainly collaborative filtering recommendation algorithm (CollaborativeFiltering Recommendation). It calculates the music list that each user prefers by collecting the user's music behavior habits and the user's evaluation of music; then fi...
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IPC IPC(8): G06F17/30
Inventor 辜炜东陈亮
Owner YEELION ONLINE NETWORK TECH BEIJING