Music recommendation method with respect to message service
AssigneeSamsung Electronics Co., Ltd.
InventorsJung Eun Kim, Hyoung Gook Kim
Life of this patent
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Abstract
A music recommendation method and a music recommendation system are provided. The music recommendation method includes: selecting music files according to a theme of the message service and music, a mood of the music, a similarity between content of the message service and content of the music; and recommending selected music files to a user.
Claims15
A music recommendation method with respect to a message inputted by a user, for transmitting via a message service in a personal communication terminal, the method comprising:
- selecting music files according to a theme of the message, a theme of a music, and a mood of the music,
- determining whether the number of selected music files is greater than a predetermined number, and, if the number of selected music files is greater than the predetermined number, then further selecting music files from the selected music files according to a similarity between content of the message and content of the music;
- and
- recommending the selected music files to the user,
- wherein the selecting of the music files includes selecting target music files;
- wherein the selecting of the target music files selects either a music file which is stored in a personal mobile terminal, or is downloadable via an Internet connection;
- wherein the content of the music is a title and lyrics of the music;
- wherein the title and the lyrics of the music are classified according to the theme using a feature selected from feature candidates using a mutual information scale, an information acquisition quantity or Chi-square statistic;
- and
- wherein the music is classified according to the theme using a result of the classification of the lyrics and a result of the classification of the title.
A computer-readable storage medium storing a program for implementing a music recommendation method with respect to a message inputted by a user, for transmitting via a message service in a personal communication terminal, the method comprising:
- selecting music files according to a theme of the message, a theme of a music, and a mood of the music,
- determining whether the number of selected music files is greater than a predetermined number, and, if the number of selected music files is greater than the predetermined number, then further selecting music files from the selected music files according to a similarity between content of the message and content of the music;
- and
- recommending the selected music files to the user,
- wherein the selecting of the music files includes selecting target music files;
- wherein the selecting of the target music files selects either a music file which is stored in a personal mobile terminal, or is downloadable via an Internet connection;
- wherein the content of the music is a title and lyrics of the music;
- wherein the title and the lyrics of the music are classified according to the theme using a feature selected from feature candidates using a mutual information scale, an information acquisition quantity or Chi-square statistic;
- and
- wherein the music is classified according to the theme using a result of the classification of the lyrics and a result of the classification of the title.
A music recommendation system with respect to a message inputted by a user, for transmitting via a message service in a personal communication terminal, the system comprising:
- a music file selection unit to select music files according to a theme of the message, a theme of a music, and a mood of the music,
- determining whether the number of selected music files is greater than a predetermined number, and, if the number of selected music files is greater than a predetermined number, then further selecting music files from the previously selected music files according to a similarity between content of the message, and content of the music;
- and
- a recommendation unit to recommend the selected music files to the user,
- wherein the music file selection unit includes a selection unit to select target music files, classify the target music files and the message according to a theme, and select, from among the target music files, a music file which corresponds to the theme of the message according to a result of the theme classification,
- wherein the selection unit comprises:
- a target music selection unit to select a music file which is stored either in a user terminal, or is downloadable via an Internet connection as the target music files;
- and
- a theme based music selection unit to classify the target music files and the message according to a theme, and to select, from among the target music files, a plurality of music files according to the classified theme,
- wherein the content of the music is a title and lyrics of the music,
- wherein the title and the lyrics of the music are classified according to the theme using a feature selected from feature candidates using a mutual information scale, an information acquisition quantity or Chi-square statistic, and
- wherein the music is classified according to the theme using a result of the classification of the lyrics and a result of the classification of the title.
Dependencies are inferred from the claim text.