Methods and apparatuses for determining preferred content using a temporal metadata table

An apparatus comprising:

• a processor having circuitry to execute instructions;
• a communications interface coupled to the processor, to broadcast data from a server system to one or more client systems;
• a storage device coupled to the processor, having executable instructions stored therein, which, when executed by the processor, cause the processor to
• broadcast a plurality of data files, each data file having associated therewith a temporal metadata table, the temporal metadata table having time indexed entries, each time indexed entry containing metadata including an attribute-value pair to describe a segment of the corresponding data file;
• receive user feedback from one or more client systems, and capture a time at which the feedback is provided, the feedback indicating a user's preferences in regard to at least one segment of a first data file;
• compare the feedback with the metadata in the temporal metadata table referenced by the correlated time indexed entry to determine user preferences in terms of the metadata describing the at least one segment of the first data file;
• wherein the feedback is explicit feedback provided by the user during the presentation of the first data file;
• use the user's preferences in terms of metadata to create a user preference profile table, the user preference profile table including at least one entry, each entry comprising:
• the attribute-value pair, a relevance value indicating relevance of the attribute-value pair in predicting user behavior, wherein the relevance value indicates the likelihood that the user will prefer a segment having the attribute-value pair, and an adjustable believability factor to be applied as a weighting factor to the attribute-value pair to predict a probability of the user accessing a data file having the attribute-value pair;
• create a rating for each data file by correlating the associated temporal metadata table with the user preference profile table;
• broadcast, to a plurality of client systems, a plurality of temporal metadata tables, each temporal metadata table associated with a corresponding data file;
• receive, from one or more client systems, one or more ratings for a second data file;
• determine a broadcast schedule based on the one or more ratings for the second data file;
• and
• select at least one data file for broadcast based upon the broadcast schedule.

A method comprising:

• receiving a temporal metadata table, the temporal metadata table associated with a data file, the temporal metadata table having time indexed entries, each time indexed entry containing metadata including an attribute-value pair to describe a segment of the data file;
• comparing the temporal metadata table to a user preference profile table, the user preference profile table indicating user preferences in terms of metadata describing at least one segment of the data file, the user preference profile table including at least one entry, each entry comprising:
• the attribute-value pair, a relevance value indicating relevance of the attribute-value pair in predicting user behavior, wherein the relevance value indicates the likelihood that the user will prefer a segment having the attribute-value pair, and an adjustable believability factor to be applied as a weighting factor to the attribute-value pair to predict a probability of the user accessing a data file having the attribute-value pair;
• creating a rating for the data file by correlating the associated temporal metadata table with the user preference profile table;
• automatically determining to store the data file based upon the rating, wherein automatically determining to store the data file based upon the rating includes automatically determining to discard one or more previously stored data files, if the previously stored data files have lower ratings than the data file;
• and
• transmitting one or more ratings for a second data file to a server operative to determine a broadcast schedule based on the one or more ratings for the second data file and select at least one data file for broadcast based upon the broadcast schedule;
• wherein the user preferences contain explicit feedback provided by the user during the presentation of the data file, wherein a time of the feedback is captured when the feedback is provided, and the time of feedback is correlated with the time indexed entry in the temporal metadata table.

A non-transitory machine-readable storage medium that provides executable instructions which, when executed by a processor, cause the processor to perform a method comprising:

• receiving a temporal metadata table, the temporal metadata table associated with a data file, the temporal metadata table having time indexed entries, each time indexed entry containing metadata including an attribute-value pair to describe a segment of the data file;
• comparing the temporal metadata table to a user preference profile table, the user preference profile table indicating user preferences in terms of metadata describing at least one segment of the data file, the user preference profile table including at least one entry, each entry comprising:
• the attribute-value pair, a relevance value indicating relevance of the attribute-value pair in predicting user behavior, wherein the relevance value indicates the likelihood that the user will prefer a segment having the attribute-value pair, and an adjustable believability factor to be applied as a weighting factor to the attribute-value pair to predict a probability of the user accessing a data file having the attribute-value pair;
• creating a rating for the data file by correlating the associated temporal metadata table with the user preference profile table;
• automatically determining to store the data file based upon the rating, wherein automatically determining to store the data file based upon the rating includes automatically determining to discard one or more previously stored data files, if the previously stored data files have lower ratings than the data file;
• and
• transmitting one or more ratings for a second data file to a server operative to determine a broadcast schedule based on the one or more ratings for the second data file and select at least one data file for broadcast based upon the broadcast schedule;
• wherein the user preferences contain explicit feedback provided by the user during the presentation of the data file, wherein a time of the feedback is captured when the feedback is provided, and the time of feedback is correlated with the time indexed entry in the temporal metadata table.

An apparatus comprising:

• a processor having circuitry to execute instructions;
• a communications interface coupled to the processor, to receive broadcast data from a server;
• a storage device coupled to the processor, having executable instructions stored therein, which, when executed by the processor, cause the processor to
• receive a temporal metadata table, the temporal metadata table associated with a data file, the temporal metadata table having time indexed entries, each entry containing metadata including an attribute-value pair to describe a segment of the data file;
• compare the temporal metadata table to a user preference profile table, the user preference profile table indicating user preferences in terms of metadata describing at least one segment of the data file;
• the user preference profile table including at least one entry, each entry comprising:
• the attribute-value pair, a relevance value indicating relevance of the attribute-value pair in predicting user behavior, wherein the relevance value indicates the likelihood that the user will prefer a segment having the attribute-value pair, and an adjustable believability factor to be applied as a weighting factor to the attribute-value pair to predict a probability of the user accessing a data file having the attribute-value pair;
• create a rating for the data file by correlating the associated temporal metadata table with the user's preference profile table;
• automatically determine to store the data file based upon the rating, wherein automatically determining to store the data file based upon the rating includes automatically determining to discard one or more previously stored data files, if the previously stored data files have lower ratings than the data file;
• and
• transmit one or more ratings for a second data file to a server operative to determine a broadcast schedule based on the one or more ratings for the second data file and select at least one data file for broadcast based upon the broadcast schedule;
• wherein the user preferences contain explicit feedback provided by the user during the presentation of the first data file, wherein a time of the feedback is captured when the feedback is provided, and the time of feedback is correlated with the time indexed entry in the temporal metadata table.

A system comprising:

• a server processing system configured to broadcast a plurality of data files and corresponding temporal metadata tables, each temporal metadata table having a plurality of time indexed entries, each time indexed entry containing metadata including an attribute-value pair to describe a segment of the corresponding data file;
• the server processing system is further configured to use preferences of a user to create a user preference profile table, the user preference profile table including at least one entry, each entry comprising:
• the attribute-value pair, a relevance value indicating relevance of the attribute-value pair in predicting user behavior, wherein the relevance value indicates the likelihood that the user will prefer a segment having the attribute-value pair, and an adjustable believability factor to be applied as a weighting factor to the attribute-value pair to predict a probability of the user accessing a data file having the attribute-value pair, the user preference profile table compared to subsequently broadcast temporal metadata tables associated with a potential broadcast data file to provide a rating for the potential broadcast data file, wherein the rating is used to determine a broadcast schedule and to determine whether to broadcast the potential broadcast data file according to the broadcast schedule;
• a plurality of client processing systems configured to receive the plurality of data files and corresponding temporal metadata tables from the server processing system, the server processing system further configured to accept feedback from the user such that the user may provide feedback during the presentation of the data files, the feedback indicating the user's preferences in regard to metadata describing at least one segment of a data file, wherein a time of the feedback is captured when the feedback is provided, and the time of feedback is correlated with the time indexed entry in the temporal metadata table.