Abstract: A song may be matched with information in a song categorization database so that one or more categories associated with the song are identified. Specifically, a method and system for associating one or more advertising categories with a song includes receiving a set of child categories and receiving a wordnet graph. Synsets from the wordnet graph are assigned to function as activators for one or more categories. Next, a set of parent categories relative to the child categories are received. One or more scores are assigned to the parent categories based on their relationships to the child categories. Synsets from a work, such as a song lyric, are compared to the wordnet graph. Relevant child categories are identified based on synsets which match one or more activators. Matching activators are found by using only hypernym relationships between a synset from a work and an activator.

Abstract: A system and method for dynamically obtaining and evaluating information to optimize the generation of vehicle suggestions for a customer. A profile based on an initial set of information received from a user is created. Metrics are generated based on the profile information. Upon receiving a vehicle request, the profile and the request are analyzed in view of available vehicles. A customer's response to the vehicle suggestion list, as well as events triggered by a perceived need for additional information result in the dynamic adjustment of the profile and thus, the generated metrics.

Abstract: A song may be matched with information in a song categorization database so that one or more categories associated with the song are identified. Specifically, a method and system for associating one or more advertising categories with a song includes receiving a set of child categories and receiving a wordnet graph. Synsets from the wordnet graph are assigned to function as activators for one or more categories. Next, a set of parent categories relative to the child categories are received. One or more scores are assigned to the parent categories based on their relationships to the child categories. Synsets from a work, such as a song lyric, are compared to the wordnet graph. Relevant child categories are identified based on synsets which match one or more activators. Matching activators are found by using only hypernym relationships between a synset from a work and an activator.

Abstract: A song may be matched with information in a song categorization database so that one or more categories associated with the song are identified. Specifically, a method and system for associating one or more advertising categories with a song includes receiving a set of child categories and receiving a wordnet graph. Synsets from the wordnet graph are assigned to function as activators for one or more categories. Next, a set of parent categories relative to the child categories are received. One or more scores are assigned to the parent categories based on their relationships to the child categories. Synsets from a work, such as a song lyric, are compared to the wordnet graph. Relevant child categories are identified based on synsets which match one or more activators. Matching activators are found by using only hypernym relationships between a synset from a work and an activator.

Abstract: In a subscription vehicle system that enables customers to select and swap between a fleet of available vehicles, the fleet of vehicles are evaluated to determine if the fleet is optimized in view of target metrics and if the fleet can be improved by introducing other assets, removing assets or trading assets.

Abstract: In a subscription vehicle system that enables customers to select and swap between a fleet of available vehicles, the vehicles are evaluated to identify which vehicles would be the best fit in view of a customer request and other information pertaining to the customer. The customer request and information is examined to identify particular attributes that are being sought. Based on these attributes, the available vehicles are assigned a score that reflects the level of satisfaction that the vehicle is anticipated to provide for the customer. The vehicles with the highest scores can be considered as candidates for fulfilling the customer request.

Abstract: A system and method for dynamically obtaining and evaluating information to optimize the generation of vehicle suggestions for a customer. A profile based on an initial set of information received from a user is created. Metrics are generated based on the profile information. Upon receiving a vehicle request, the profile and the request are analyzed in view of available vehicles. A customer's response to the vehicle suggestion list, as well as events triggered by a perceived need for additional information result in the dynamic adjustment of the profile and thus, the generated metrics.

Abstract: Optimizing the assignment of vehicles in a fleet across a pool of customers. Identifying a pool of customers to be included in an assignment event and identifying available vehicles. Cull the domain of potential assignment scenarios by filtering out undesired matches. Score the generated scenarios based on various desired factors and then rank the scenarios. Select one or more optimal scenarios and analyze for week spots. Bolster the week spots by interacting with one or more customers to identify alternate solutions. Select and implement the optimal scenario.

Abstract: A system and method to generate and maintain interaction with a customer by evaluating customer initiated messages and telematics data to obtain information used to generate response messages and, further, generating conversation initiating messages autonomously in an effort to solicit response messages from a customer.

Abstract: Optimizing the assignment of vehicles in a fleet across a pool of customers. Identifying a pool of customers to be included in an assignment event and identifying available vehicles. Cull the domain of potential assignment scenarios by filtering out undesired matches. Score the generated scenarios based on various desired factors and then rank the scenarios. Select one or more optimal scenarios and analyze for week spots. Bolster the week spots by interacting with one or more customers to identify alternate solutions. Select and implement the optimal scenario.

Abstract: In a subscription vehicle system that enables customers to select and swap between a fleet of available vehicles, the vehicles are evaluated to identify which vehicles would be the best fit in view of a customer request and other information pertaining to the customer. The customer request and information is examined to identify particular attributes that are being sought. Based on these attributes, the available vehicles are assigned a score that reflects the level of satisfaction that the vehicle is anticipated to provide for the customer. The vehicles with the highest scores can be considered as candidates for fulfilling the customer request.