Abstract: An online concierge system receives information describing the progress of a picker servicing a batch of existing orders and predicts a first likelihood the picker will finish servicing the batch within a threshold amount of time based on the picker's progress and information describing the batch. If the first likelihood exceeds a threshold likelihood, the system accesses a machine learning model trained to predict a second likelihood the picker will accept a batch of new orders for servicing while servicing the batch of existing orders. The system applies the model to inputs including a set of attributes of the picker and the picker's progress to predict the second likelihood. The system matches batches of new orders with pickers based on the second likelihood and sends one or more requests to service one or more batches matched with the picker to a client device associated with the picker.

Abstract: An online concierge system receives information describing the progress of a picker servicing a batch of existing orders and a service request for an order. The system identifies picker attributes of the picker and order attributes of the order and each existing order of the set and accesses a machine learning model trained to predict a likelihood the picker will accept an add-on request to add the order to the batch of existing orders. To predict the likelihood, the system applies the model to the picker attributes, the progress of the picker, and the order attributes. The system determines a cost associated with sending the add-on request to the picker based on the likelihood and assigns the order to a set of orders based on the cost. The system sends the add-on request to the picker responsive to determining the order is assigned to the batch of existing orders.

Abstract: A concierge system sends batches of orders to pickers that they can review and accept in a batch list on a client device. Each batch in the batch list is presented with a hide option that enables the picker to hide a batch that they do not intend to accept. In response to receiving a hide signal, the system extracts features associated with the batch and stores those features with a negative indication of the picker towards the batch. The hide signal provides the system with a higher quality signal indicating the picker's negative intent regarding an order, as compared to simply ignoring the order in favor of fulfilling another order. This higher quality signal is then used to train models to better predict events related to the pickers' acceptance of orders, such as for ranking orders for pickers or for predicting fulfillment times.

Abstract: The online concierge system generates task units based on orders and assigns batches of task units to pickers. The online concierge system generates task units based on received orders. The online concierge system generates permutations of these task units to generate candidate sets of task batches. The online concierge system scores each of these candidate sets, and selects a set of task batches to assign to pickers based on the scores. Additionally, to determine which task UI to display to the picker, the picker client device uses a UI state machine. The UI state machine is a state machine where each state corresponds to a task UI to display on the picker client device. The state transitions between the UI states of the UI state machine indicate which UI state to transition to from a current UI state based on the next task unit in the received task batch.

Abstract: Disclosed is a thermoregulation system, including an output port (54), an input port (62), a thermoregulation fluid supply system, an output pump (52) for pumping thermoregulation fluid out through the output port, an input pump (64) for pumping thermoregulation fluid in through the input port, and a pressure control system. The pressure control system is for selectively operating a pressurising element of a personal thermoregulation pack to apply a pressure independently of operation of the input (64) and output (52) pumps.

Abstract: The present invention relates to modular framework support systems. In particular, it relates to framework support systems of the non-penetrative type particularly used for supporting heating and ventilating apparatus and other service and plant apparatus on a roof of a building. The application describes a support (10) for a modular framework system, the support comprising a planar foot (11) comprising a socket (12) having a substantially rectangular cross-section with a long axis and a short axis. The socket has a base and an opening. The socket is provided with one or more elongate ribs (25) between the base and the opening and extending into the socket. The socket further comprises a projection (20) extending upwardly from the base, the projection having a spine (21) aligned with the long axis of the socket. Preferably, each rib (25) has a stepped configuration such that an operatively lower portion of the rib extends further into the socket than an operatively upper portion of the rib.

Abstract: An assembly (10) for applying a force to a user includes a force application unit (14) and a force receiving element (12), wherein the force application unit (14) is operable to apply a force to the force receiving element (12). A method for operating the assembly (10) includes obtaining or selecting a scenario code which governs a virtual environment or objective for a user's operation of the assembly. The method also includes selecting one or more configurable algorithms from a library in dependence on the scenario code. The method also includes obtaining operation data in dependence on the scenario code, the operation data providing a measurement relating to a user's operation of the assembly (10). The method also includes configuring and compiling into a master algorithm the one or more configurable algorithms in dependence on the scenario code and the operation data.

Abstract: A device for heating or cooling a body part has an elongate treatment cavity for the body part which is open at both ends and a chamber which can be filled with a heating or cooling fluid. In use, the chamber can contact the body part to heat or cool it. The chamber may also be pressed against the body part to apply compression.

Abstract: A thermoregulation interface pack (10) for the treatment of physical injuries and disorders includes a plurality of conduits (12-16) providing separate feed and return through channels (24, 26), are arranged in each conduit in a plurality of spiral shapes (30), each of which provides a fluid path inversion (32). At the fluid path inversion (32) the conduits (12-16) are provided with flow constrictors (50). This shape of the conduits (12-16) provides an array of zones (30) of zero fluid speed which optimises energy transfer between the interface pack (10) and the patient. The interface pack (10) is preferably formed of two layers (60, 62) of material of which the inner or contact layer (62) is made of a more conformable material than the overlying or upper layer (60), causing the contact layer (62) to deform to a greater extent than the upper layer (60), thereby to increase surface contact with the patient.

Abstract: A control system for a thermoregulation assembly includes a fluid manifold assembly (12?) and a control unit (56?). The fluid manifold assembly includes a manifold output (26) for supplying thermoregulation fluid to an interface pack. The manifold assembly is operable to selectively provide thermoregulation fluid into the interface pack in accordance with feed parameters. The control unit (56?) can obtain a desired temperature profile and a conversion algorithm, the conversion algorithm providing a formula for deriving one of more feed parameters for bringing the interface pack to or maintaining the interface pack at a desired temperature dependent upon a characteristic energy transfer rate between a user and the interface pack. The control unit (56?) is operable to calculate one or more feed parameters from the desired temperature profile and the conversion algorithm and to operate the manifold assembly (12?) in accordance with the one or more feed parameters.

Abstract: The present invention relates to modular framework support systems. In particular, it relates to framework support systems of the non-penetrative type particularly used for supporting heating and ventilating apparatus and other service and plant apparatus on a roof of a building. The application describes a support for a modular framework system comprising a planar foot (13) having opposed parallel longitudinal walls (12) upstanding therefrom defining a longitudinal channel (11). The channel is divided by lateral walls (15) into a plurality of framework support areas (20, 21, 22) arranged symmetrically in pairs along the channel. Each of at least a first pair of support areas is formed as a socket (20, 21) having a base and an opening. Each socket (20, 21) is provided with a projection (32) extending from the base, the projection having a generally T- or Y-shaped form having a stem aligned with the longitudinal channel (11) and an arm or arms extending laterally between the parallel longitudinal walls (12).

Abstract: The present invention relates to modular framework support systems. In particular, it relates to framework support systems of the non-penetrative type particularly used for supporting heating and ventilating apparatus and other service and plant apparatus on a roof of a building. The application describes a support (10) for a modular framework system, the support comprising a planar foot (11) comprising a socket (12) having a substantially rectangular cross-section with a long axis and a short axis. The socket has a base and an opening. The socket is provided with one or more elongate ribs (25) between the base and the opening and extending into the socket. The socket further comprises a projection (20) extending upwardly from the base, the projection having a spine (21) aligned with the long axis of the socket. Preferably, each rib (25) has a stepped configuration such that an operatively lower portion of the rib extends further into the socket than an operatively upper portion of the rib.

Abstract: Provided are systems and methods for partitioning of segments in a consumer credit segmentation tree. Segments can be defined based on regression tree analysis.

Abstract: A method for controlling media stream processing comprises: (a) transmitting a media stream, via a first packet-based network, to an operator; (b) receiving from the operator, via a second packet-based network, a control signal for processing the media stream; (c) processing the media stream based on the control signal; and (d) transmitting the processed media stream to one or more users other than the operator. In another embodiment, an apparatus for controlling media stream processing comprises a server adapted to effect transmission of a media stream, via a first packet-based network, to an operator. The apparatus further comprises a processor adapted (i) to effect processing of the media stream based on a control signal received from the operator via a second packet-based network, and (ii) to provide the processed media stream to a transmitter for transmission to one or more users other than the operator.

Abstract: Methods, systems, and computer program products for performing the method are provided. The method includes receiving in a customer relationship management (CRM) application, data from a communication made by a first person using a social interaction application that allows third party access to communications. The method also includes assigning based on the data, a sentiment indicator to the communication according to a predefined scale and generating at least one output to the first person using the CRM application in response to receiving the data, the output based on the sentiment indicator.

Abstract: A method for controlling media stream processing comprises: (a) transmitting a media stream, via a first packet-based network, to an operator; (b) receiving from the operator, via a second packet-based network, a control signal for processing the media stream; (c) processing the media stream based on the control signal; and (d) transmitting the processed media stream to one or more users other than the operator. In another embodiment, an apparatus for controlling media stream processing comprises a server adapted to effect transmission of a media stream, via a first packet-based network, to an operator. The apparatus further comprises a processor adapted (i) to effect processing of the media stream based on a control signal received from the operator via a second packet-based network, and (ii) to provide the processed media stream to a transmitter for transmission to one or more users other than the operator.