Information processing apparatus, method and program thereof
An information processing apparatus that has an identification unit for identifying categories to which contents belong among predetermined categories based on metadata indicating the details of the contents. The processing apparatus also includes a clustering unit for classifying a group of contents into clusters by performing clustering processing with respect to the group of contents belonging to the categories based on the metadata.
1. An information processing apparatus, comprising:
an identification means for identifying categories to which contents belong among predetermined categories based on category metadata indicating the details of the contents and extracted content keyword information; and
a clustering means for classifying a group of contents into clusters by performing clustering processing with respect to the group of contents belonging to the categories based on the metadata, wherein the clustering means supplies:
the classified group of contents into clusters,
names of the clusters, and
information indicating attributes of the clusters,
wherein the clustering means performs clustering processing by attaching importance to a standpoint of user's preference, and the information processing apparatus further comprising:
a hierarchical structure changing means for changing hierarchical structure so that the clusters reflecting user's preference are arranged in a higher layer in the hierarchical structure including the categories and the clusters.
2. The information processing apparatus according to claim 1 ,
wherein the clustering means performs clustering processing by attaching importance to a standpoint of recent topics or trends, and the information processing apparatus further comprising:
a second hierarchical structure changing means for changing hierarchical structure so that the clusters reflecting recent topics or trends are arranged in a higher layer in the hierarchical structure including the categories and the clusters.
3. The information processing apparatus according to claim 1 , further comprising:
a display control means for controlling display of the contents so as to classify and display the contents according to the categories and the clusters by using the hierarchy structure including the categories and the clusters.
4. The information processing apparatus according to claim 1 , further comprising:
a category metadata generation means for generating category metadata indicating the relation between keywords, which are extracted from the metadata of plural contents and used for identifying categories to which the contents belong, and the categories and
wherein the identification means identifies the clusters to which the contents belong based on keywords included in the metadata and the category metadata.
5. An information processing method, comprising the steps of:
identifying categories to which contents belong among predetermined categories based on category metadata indicating the details of the contents and extracted content keyword information; and
classifying a group of contents into clusters by performing clustering processing with respect to the group of contents belonging to the categories based on the metadata, wherein the clustering means supplies:
the classified group of contents into clusters,
names of the clusters, and
information indicating attributes of the clusters,
wherein the clustering means performs clustering processing by attaching importance to a standpoint of user's preference, and the information processing apparatus further comprising:
a hierarchical structure changing means for changing hierarchical structure so that the clusters reflecting user's preference are arranged in a higher layer in the hierarchical structure including the categories and the clusters.
6. A computer-readable recording medium for storing a computer program executable by a processing unit for providing content classification, wherein said computer program comprises the steps of:
identifying, by the processing unit, categories to which contents belong among predetermined categories based on category metadata indicating the details of the contents and extracted content keyword information; and
classifying, by the processing unit, a group of contents into clusters by performing clustering processing with respect to the group of contents belonging to the categories based on the metadata, wherein the clustering means supplies:
the classified group of contents into clusters,
names of the clusters, and
information indicating attributes of the clusters,
wherein the clustering means performs clustering processing by attaching importance to a standpoint of user's preference, and the information processing apparatus further comprising:
a hierarchical structure changing means for changing hierarchical structure so that the clusters reflecting user's preference are arranged in a higher layer in the hierarchical structure including the categories and the clusters.
7. A content classification processing apparatus, comprising:
an identification unit identifying categories to which contents belong among predetermined categories based on category metadata indicating the details of the contents and extracted content keyword information; and
a clustering unit classifying a group of contents into clusters by performing clustering processing with respect to the group of contents belonging to the categories based on the metadata wherein the clustering means supplies:
the classified group of contents into clusters,
names of the clusters, and
information indicating attributes of the clusters,
wherein the clustering means performs clustering processing by attaching importance to a standpoint of user's preference, and the information processing apparatus further comprising:
a hierarchical structure changing means for changing hierarchical structure so that the clusters reflecting user's preference are arranged in a higher layer in the hierarchical structure including the categories and the clusters.