Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media for data record compression using graph-based techniques. An example method includes determining a plurality of index components; generating a sorted data record list of a plurality of compound data records; generating an ordered unique index component value list associated with a plurality of unique index component values; assigning a plurality of encodings to the plurality of unique index component values; and generating the compressed data record list based on the ordered unique index component value list and the plurality of encodings.

Abstract: A method, apparatus, and computer program product are disclosed. The method includes calculating hidden demand for one or more time slots, the one or more time slots defining a time duration during which a performance of a service offered by a promotion and marketing system can be performed. The method further includes determining a booking limit for each time slot of the one or more time slots based on the calculated hidden demand for the time slot and a determined capacity for the time slot, determining that one or more of the time slots comprise available time slots based on a comparison of the booking limits for the one or more time slots to a number of bookings for each of the time slots, and displaying the one or more available time slots in conjunction with the particular promotion A corresponding apparatus and computer program product are also provided.

Abstract: A method, apparatus, and computer program product are disclosed that improve the efficiency and speed with which promotions can be generated. The method includes creating a promotion builder document, wherein the promotion builder document comprises a set of data elements guiding assembly of a promotion. The method further includes storing the promotion builder document in a memory connected to a computer network, and authorizing, by a processor, one or more remote users to access, via the computer network, the promotion builder document. The method further includes modifying the promotion builder document in response to instructions from at least one of the one or more remote users and assembling the promotion based on the promotion builder document. A corresponding apparatus and computer program product are described herein.

Abstract: A method, apparatus, and computer program product are disclosed to improve selection of promotion pricing parameters. The method may determine one or more promotion pricing parameters for a promotion that is offered by a promotion and marketing service. The method includes generating one or more predictive models based on historical promotion performance data and generating a revenue equation using the one or more predictive models. The revenue equation provides an estimate of a revenue received by the promotion and marketing service based on the one or more predictive models. The method further includes determining an estimated revenue using the revenue equation based on one or more input sets of promotion pricing parameters provided as input to the revenue equation, and selecting at least one of the input sets of promotion pricing parameters for the promotion based on the estimated revenue. A corresponding apparatus and computer program product are also provided.

Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media for data record compression using graph-based techniques.

Abstract: Embodiments provide an apparatus, method and computer program product for generating validated attribute descriptors related to natural language processing. Natural language processing is performed to determine a set of attribute descriptors associated with textual information. An attribute descriptor cleaning process is then performed with respect to the set of attribute descriptors to determine a subset of attribute descriptors. Each attribute descriptor of the subset of attribute descriptors is compared to an attribute descriptor record to identify one or more common attribute descriptors. Additionally, a validated list of attribute descriptors is generated by removing the one or more common attribute descriptors from the subset of attribute descriptors.

Abstract: A method, apparatus, and computer program product are disclosed to improve selection of promotion pricing parameters. The method may determine one or more promotion pricing parameters for a promotion that is offered by a promotion and marketing service. The method includes generating one or more predictive models based on historical promotion performance data and generating a revenue equation using the one or more predictive models. The revenue equation provides an estimate of a revenue received by the promotion and marketing service based on the one or more predictive models. The method further includes determining an estimated revenue using the revenue equation based on one or more input sets of promotion pricing parameters provided as input to the revenue equation, and selecting at least one of the input sets of promotion pricing parameters for the promotion based on the estimated revenue. A corresponding apparatus and computer program product are also provided.

Abstract: In general, examples of the present disclosure provide systems, methods and computer readable media for data record compression using graph-based techniques. For example, an example method includes retrieving a compound data record list that includes compound data records, identifying a unique second component value set that includes unique second component values, determining a data record position list based at least in part on at least one data record position within the compound data record list, and generating a data record encoding of the compound data records.

Abstract: A method, apparatus, and computer program product are disclosed that improve the efficiency and speed with which promotions can be generated. The method includes creating a promotion builder document, wherein the promotion builder document comprises a set of data elements guiding assembly of a promotion. The method further includes storing the promotion builder document in a memory connected to a computer network, and authorizing, by a processor, one or more remote users to access, via the computer network, the promotion builder document. The method further includes modifying the promotion builder document in response to instructions from at least one of the one or more remote users and assembling the promotion based on the promotion builder document. A corresponding apparatus and computer program product are described herein.

Abstract: Embodiments provide a computer-executable method, computer system and non-transitory computer-readable medium for programmatically processing text information to generate attribute descriptors contained therein. The method includes programmatically accessing, via a network device, a textual unit, the textual unit associated with a commercial entity or a commercial object. The method also includes executing a text processing engine to programmatically generate an attribute descriptor from the textual unit. The method further includes storing, on a non-transitory computer-readable storage device, the attribute descriptor in association with identification of the commercial entity or the commercial object.

Abstract: A method, apparatus, and computer program product are disclosed to improve utilization of fine print for a document. An example method includes receiving information identifying a location and a domain associated with the document, and identifying, based on the received location and domain, a set of fine print clause data structures relevant to the location and the domain. The method further includes transmitting an indication of the set of identified fine print clause data structures to the developer device, and receiving an indication of a selection of a subset of the set of fine print data structures. Finally, the method includes causing generation of a visual representation of the document that displays fine print clauses corresponding to the subset, wherein the location of the fine print clauses in the visual representation is based on a categorization of the fine print clause data structures corresponding to the fine print clauses.

Abstract: A method, apparatus, and computer program product are disclosed. The method includes calculating hidden demand for one or more time slots, the one or more time slots defining a time duration during which a performance of a service offered by a promotion and marketing system can be performed. The method further includes determining a booking limit for each time slot of the one or more time slots based on the calculated hidden demand for the time slot and a determined capacity for the time slot, determining that one or more of the time slots comprise available time slots based on a comparison of the booking limits for the one or more time slots to a number of bookings for each of the time slots, and displaying the one or more available time slots in conjunction with the particular promotion A corresponding apparatus and computer program product are also provided.

Abstract: A method, apparatus, and computer program product are disclosed for associating time slots with a promotion and for scheduling time slots for redemption of the promotion based on merchant availability. The method includes receiving details, from a merchant, of a promotion for a good or service, and presenting, by a merchant interface, a set of proposed time slots for redeeming the promotion and a predicted booking limit for each proposed time slot. The method further includes receiving, from the merchant, selection of one or more time slots from the set of proposed time slots. Optionally, the method may include presenting, by the merchant interface, a commission schedule for the set of proposed time slots, wherein receiving the selection of time slots for use with the promotion is based on the commission schedule. A corresponding apparatus and computer program product are also provided.

Abstract: A method, apparatus, and computer program product are disclosed that improve the efficiency and speed with which promotions can be generated. The method includes creating a promotion builder document, wherein the promotion builder document comprises a set of data elements guiding assembly of a promotion. The method further includes storing the promotion builder document in a memory connected to a computer network, and authorizing, by a processor, one or more remote users to access, via the computer network, the promotion builder document. The method further includes modifying the promotion builder document in response to instructions from at least one of the one or more remote users and assembling the promotion based on the promotion builder document. A corresponding apparatus and computer program product are described herein.

Abstract: Methods, apparatuses, and computer program products are provided herein to facilitate negotiation between consumers and merchants for promotions. In one embodiment, a method for generating promotion impressions is provided which includes receiving a consumer request for a promotion, wherein the consumer request comprises one or more indications of consumer preferences for the promotion and determining one or more potential merchants based in part on the consumer request. The method further comprises determining, for each potential merchant, if the potential merchant has pre-established promotion criteria that would meet the consumer request and if the potential merchant has pre-established promotion criteria that would meet the consumer request, storing promotion data for the potential merchant.

Abstract: Provided herein are systems, methods and computer readable media for programmatically generating and/or revising deal offers for a merchant based on one or more merchant self-service indicators. In providing such functionality, the system can be configured to, for example, facilitate registration and verification of merchant identities, monitor and analyze various deal offers for merchants with similar merchant self-service indicators, that enable the system to determine the relative successfulness of a deal offer for a merchant and/or category of merchant. In some embodiments, the system may be further configured to revise the deal offer programmatically and/or upon receiving the merchant's approval of the programmatically generated proposed edits to the deal offer.

Abstract: In general, embodiments of the present invention provide systems, methods and computer readable media for data record compression using graph-based techniques.

Abstract: A method, apparatus, and computer program product are disclosed for associating time slots with a promotion and for scheduling time slots for redemption of the promotion based on merchant availability. The method includes receiving details, from a merchant, of a promotion for a good or service, and presenting, by a merchant interface, a set of proposed time slots for redeeming the promotion and a predicted booking limit for each proposed time slot. The method further includes receiving, from the merchant, selection of one or more time slots from the set of proposed time slots. Optionally, the method may include presenting, by the merchant interface, a commission schedule for the set of proposed time slots, wherein receiving the selection of time slots for use with the promotion is based on the commission schedule. A corresponding apparatus and computer program product are also provided.

Abstract: A method, apparatus, and computer program product are disclosed. The method includes calculating hidden demand for one or more time slots, the one or more time slots defining a time duration during which a performance of a service offered by a promotion and marketing system can be performed. The method further includes determining a booking limit for each time slot of the one or more time slots based on the calculated hidden demand for the time slot and a determined capacity for the time slot, determining that one or more of the time slots comprise available time slots based on a comparison of the booking limits for the one or more time slots to a number of bookings for each of the time slots, and displaying the one or more available time slots in conjunction with the particular promotion A corresponding apparatus and computer program product are also provided.

Abstract: Methods, apparatuses, and computer program products are provided herein to facilitate negotiation between consumers and merchants for promotions. In one embodiment, a method for generating promotion impressions is provided which includes receiving a consumer request for a promotion, wherein the consumer request comprises one or more indications of consumer preferences for the promotion and determining one or more potential merchants based in part on the consumer request. The method further comprises determining, for each potential merchant, if the potential merchant has pre-established promotion criteria that would meet the consumer request and if the potential merchant has pre-established promotion criteria that would meet the consumer request, storing promotion data for the potential merchant.