Abstract: An archiving system is provided for archiving a user's media collection and refining recommendations made to the user by an e-commerce service, such as an e-commerce website, based on the archive of the user's media collection. In general, a central archiving system interacts with a user system to archive a user's media collection. Thereafter, while the user is interacting with the e-commerce service, a list of recommended media for the user is generated and provided to the archiving system. The archiving system refines the list based on the archive of the user's media collection. Optionally, the list of recommended media may be further refined based on a user profile and play history of the user. The refined list of recommended media is returned to the e-commerce service and presented to the user.

Abstract: A peer-to-peer (P2P) network for providing real time media recommendations is provided. The media recommendations may be song recommendations or video recommendations. Each time a media presentation is played by a peer device, the peer device provides a recommendation identifying the media presentation to other peer devices in the P2P network. A peer device having received recommendations from the other peer devices in the P2P network then programmatically, or automatically, selects a next media presentation to play from the media presentations recently played by the other peer devices and one or more locally stored media presentations. If the selected media presentation is not stored locally by the peer device, the peer device may obtain the selected media presentation from a subscription based service enabling streaming or download of the selected media presentation, an e-commerce service enabling purchase and download of the selected media presentation, or another peer device.

Abstract: A system and method using events to traverse a content selection path for the purpose of providing media content selections are provided. In general, events are defined based on one or more stimulus such as, but not limited to, a chronological-based stimulus, a location-based stimulus, a user-based stimulus, a third-party stimulus, or a weather-based stimulus. Each of the events is used to trigger one or more associated content selection paths. A content selection path generally defines a set of media content and a manner of stepping through the defined set of media content. In operation, when an event is detected, the associated content selection path is triggered to step to the next step in the content selection path, thereby identifying the media content selections. Then, according to one embodiment of the present invention, the media content selections are obtained from a remote subscription-based service.

Abstract: A system and method for embedding recommendations on a portable media player are provided. In general, recommendations for media presentations stored or to be stored on the portable media player are generated by a recommendation engine hosted by an external system such as, for example, a user's personal computer or a network server. In one embodiment, the media presentations are songs, and the recommendations include a number of recommended songs for each song stored or to be stored on the portable media player. The recommendations may be limited to the media presentations stored on the portable media player or otherwise accessible to the portable media player. After the recommendations are generated, the recommendations are stored, or embedded, on the portable media player. Thereafter, the portable media player may use the recommendations to facilitate playback of media content on the portable media player.

Abstract: A system and method for recommending a subscription media service for a user are provided. In general, a user profile for the user is generated. The user profile may include information such as, but not limited to, information identifying media items in the user's media collection, biographical information describing the user, demographic information describing the user, media recommendations received by the user, or any combination thereof. Based on the user profile and service profiles of a number of subscription media services, a service recommendation function generates a service recommendation for the user.

Abstract: A data management system and method for a mobile device to provide complete perception and access to a data collection, such a user's data collection for example, without requiring either persistent storage of the user's complete data collection locally on the mobile device, or network access requests for each user data request from the mobile device. The data management system and method employs a data probability function to predict the probability of the mobile device accessing specific types of user data based on the operating mode of the mobile device. The data management system and method executes as a background process to provide and store locally on the mobile device, the data most probable to be accessed by the user. The data most likely to be accessed via the mobile device is available locally, thereby minimizing latency issues that occur when data requests cannot be fulfilled using data stored locally in the mobile device and network requests are performed.

Abstract: Graphical user interfaces (GUIs) for a peer device on a peer-to-peer (P2P) network are disclosed. A client application executing on the peer device provides and enables the GUIs. One of the GUIs may display a media item playlist. The user manages the media items displayed on the media item playlist by utilizing sorting criteria. The media item playlist displays a list of the users subscribing to the P2P network, the title of and information concerning media items recommended by the users and media items stored locally on the peer device, and a score for each media item on the media item playlist. The score may be determined by applying to the media items preferences defined by information provided by the user of the peer device, a profile developed from the defined preferences, and other information provided by the user. The user of the peer device provides the information to the peer device using other GUIs provided and enabled by the client application.

Abstract: A system and method are provided for enabling a portable media player to obtain media content from secondary systems, such as other portable media players, via local wireless communication. In general, the portable media player stores proxy information identifying the media content of a number of media files in the user's media collection rather than the media files themselves. When a secondary system is within a local wireless coverage area of the portable media player, the proxy information for the media files, or a subset thereof, is provided to the secondary system. In response, the secondary system identifies media files stored by the secondary system having media content matching the media content identified by the proxy information. The secondary system then provides a notification of the identified media files to the portable media player, which may then obtain the identified media files from the secondary system.

Abstract: A computer-implemented method and system are provided for replaying media items. Aspects of the method and system include in response to one of the media items being played, calculating a respective replay score for the media item that affects replay of the corresponding media item; and using the replay score to sort the media items for playing.

Abstract: A system and method for reducing the repetitive reception of a media item recommendation in a media item recommendation system are disclosed. A media item recommendation is received from a recommender. The media item recommendation is designated to be sent to an intended recipient. Before the media item recommendation is sent to the intended recipient, a record of activity of the media item is reviewed and a determination is made as to whether to send the media item recommendation to the intended recipient based on the record of activity. In this manner, it can be determined if the media item recommendation is unduly repetitive and, if so, not sent to the intended recipient. This reduces the continuous feed-back loop of the same media item recommendation.

Abstract: A system and method for reducing the multiple listing of a media item in a playlist are disclosed. When a media item recommendation is received from a recommender, a playlist may be reviewed to determine whether there is a current listing of the media item in the playlist. If there is a current listing, a resultant listing may be provided. If the current listing is based on a recommendation from the recommender, the media item recommendation may be disregarded. In such case, the resultant listing comprises the current listing. Alternatively, the resultant listing may be provided such that the information in the received media item replaces the information in the current listing in the playlist to avoid multiple listings. Or, the resultant listing may comprise information contained in the media item recommendation merged with information in the current listing.

Abstract: A computer-implemented method and system are provided for sorting media items in a playlist on a media device that are ranked by score. One embodiment includes providing each of the media items with a respective profile score that is based on user preferences and a respective replay score that affects replay of the corresponding media item; and automatically sorting the media items by the replay scores. Another embodiment includes sorting the media items by a sort criteria indicated by a user; sorting the media items by at least one score associated with each of the media items; displaying the playlist; and playing the media items in the playlist according to sort order and automatically skipping media items that have already been played.

Abstract: A computer-implemented method and system are provided for visually indicating a replay status of media items on a media device. Aspects of the method and system include displaying in a graphical user interface (GUI) of the media device a representation of a first media item; displaying a profile score of the first media item that is based on user preferences; and displaying a replay score for the first media item that affects replay of the first media item.

Abstract: Systems and methods are described for providing peer-to-peer (P2P) media recommendations. In one embodiment, a central streaming media service operates to stream media presentations to user devices of users. For each user desiring to send and receive recommendations, each time a media presentation is streamed to and played by a user device of the user, the central media service provides a recommendation identifying the media presentation to one or more other users associated with the user. Similarly, the central media service provides media recommendations to the user from one or more other users. Once streaming and playback of the media presentation is complete or substantially complete, the central streaming media service automatically selects a next media presentation for the user from a group of media presentations including those identified by the recommendations provided to the user and begins streaming the next media presentation to the user device of the user.

Abstract: A system and method for assigning a user preference setting for fields in a category, particularly a media category, using groups is disclosed. A category typically contains a plurality of fields. Instead of the user having to individually weight each field in the category to assign their preferences, the present invention establishes a plurality of groups and determines a group preference setting for the groups. The user then may assign the field to the particular group. The field will assume the group preference setting of the group to which the field is assigned. In this manner, the user can initially determine and/or change the preference setting of the field in a group by changing the group preference setting as desired and/or by assigning the field to a different group.

Abstract: A system and method for propagating media item recommendation messages on a media item recommendation system is disclosed. A first media item recommendation message comprising a media item identifier and presence information of a recommender is received from the recommender. The first media item recommendation message is sent to a first recipient. A second media item recommendation message comprising the presence information of the recommender adapted by the first recipient is received from the first recipient. The second media item recommendation message is then sent or forwarded to a second recipient. The first recipient may adapt the presence information by including the presence information of the recommender unmodified, by including the presence information of the recommender modified by the first recipient, and/or by including the presence information of the first recipient with or without the presence information of the recommender.

Abstract: An enhanced media item playlist on which a media item identifier for a media item and presence information of a recommender of the media item, and, optionally, a media item annotation from a media item recommendation message, may be stored is disclosed. The playlist may be any accessible and/or manageable format, for example a database, for storing or containing the media item identifier, the presence information, the media item annotation, and/or the media item. The presence information and, if present, the media item annotation are stored on the playlist in a manner associated with the media item identifier. In this manner, the recipient of the media item recommendation message may store, manage, and access the presence information and, if present, the media item annotation, and not only render and/or transfer the media item recommended, but also the presence information and the media item annotation.

Abstract: A system and method of generating a media item recommendation message used to provide a recommendation for a media item by a recommender to a recipient on a media item recommendation system is disclosed. The media item recommendation is generated by including a media item identifier of a media item in a media item recommendation message, presence information of a recommender of the media item, and, optionally, a media item annotation in association with the media item identifier in the media item recommendation message. The media item recommendation message is transmitted to the recipient.

Abstract: A system and method for processing a received media item recommendation message is disclosed. A recipient receives the media item recommendation message which includes a media item identifier of a media item and presence information of a recommender of the media item in association with the media item identifier. The presence information may be in the form of metadata. The recipient may render the presence information and/or store or download the presence information to a media item playlist, to another device, or to a storage medium for subsequent rendering. The media item recommendation message also may include a media item annotation. The media item annotation may also be in the form of metadata and may be rendered and/or stored or downloaded to a media item playlist, to another device, or to a storage medium for subsequent rendering.

Abstract: A system and method are provided for enabling a portable media player to obtain media content from secondary systems, such as other portable media players, via local wireless communication. In general, the portable media player stores proxy information identifying the media content of a number of media files in the user's media collection rather than the media files themselves. When a secondary system is within a local wireless coverage area of the portable media player, the proxy information for the media files, or a subset thereof, is provided to the secondary system. In response, the secondary system identifies media files stored by the secondary system having media content matching the media content identified by the proxy information. The secondary system then provides a notification of the identified media files to the portable media player, which may then obtain the identified media files from the secondary system.