Abstract: A travel plan generation device according to an aspect of the present invention is provided with a generation unit that generates a travel plan for traveling a plurality of points by a plurality of mobile bodies by performing, at each output step, processing of selecting any one point out of the plurality of points by using a recurrent neural network configured to output visiting probabilities at the plurality of points when point information regarding the plurality of points and mobile body information regarding the plurality of mobile bodies are input, and mask information indicating an unselectable point out of the plurality of points, and an output unit that outputs the travel plan, in which points already selected for the plurality of mobile bodies excluding a point previously selected for each mobile body are set as unselectable points in the mask information of the each mobile body.

Abstract: An interactive display interface having multiple, editable views displays a tabular view of a business process. A mixed mode designer enables users to design a process in either a diagram or the tabular view. The tabular view provides a more familiar environment of a project. Project documents may be directly imported into the designer for further development of the process model in either the tabular or the diagram view. The modification to the process model is possible in both views.

Abstract: Systems and methods for assisting small businesses to manage variable workflows using machine learning and artificial intelligence to outsource work are disclosed. One disclosed system includes one or more processors and memory with stored instructions which when executed by the one or more processors cause the one or more processors to receive business data from a first business; receive an outsourcing request from the first business; determine, based on the business data, one or more second businesses capable of fulfilling the outsourcing request; determine a selected business from the one or more second businesses; and transmit a message to the selected business.

Abstract: Machine learning is used to determine different relative component score weighting options for different service categories. A specification of a desired service in a specific service category is received. A relative component score weighting among the different relative component score weighting options is identified for the specific service category. A profile of a service provider candidate is analyzed using machine learning to determine at least one component score among a plurality of different component scores for the service provider candidate. A total score is calculated for the plurality of different component scores based on the identified relative component score weighting for the specific service category.

Abstract: Technologies and implementations for facilitating human resource allocation based, at least in part, on analysis of surveillance data are generally disclosed.

Abstract: An autonomic method for the comprehensive profiling of near or real time representations of time sequenced, synchronized, characterized business activity by any entity within a group of commercially related subscribing business partners, for the purpose of creating a near or real time universal business activity mosaic. An autonomic method within a group of commercially interrelated businesses to utilize a universal business activity mosaic to render a virtual customer storefront, whereby a business may discretely witness in time and character the sale of its own assets and services either fully or partially comprising those sold to anybody of related intermediate or end customers for the purpose of purchasing, selling, financing, warehousing or physically transporting assets on demand.

Abstract: Systems and methods for generating plans are disclosed, where each plan includes actions to achieve goals. An indication to add a goal is received, and a track is displayed representing the goal. For the goal, data describing the goal is received. An input is received to add a node to the track, the node representing an action or area of interest associated with the goal. Within the track, an indication of the node is displayed. One or more node characteristics can be determined and displayed. Additionally or alternatively, a resource may be associated with the node. Using the goal, the data describing the goal, the node, the node characteristics, and/or the resources, the plan is generated. The plan can be output, such as by displaying the plan in a graphical user interface.

Abstract: The present invention relates to a system and a method for golf course management utilizing IoT solutions to comprehensively improve efficiency of the golf course management. The system according to the present invention comprising: the central sever for storing and processing data corresponding to operations of the golf course, the central sever allowing terminal devices capable of accessing and transceiving data with the central sever; the golf cart monitoring module is disposed on each golf cart for collecting at least the golf cart location data which is related to the real time location of the corresponding golf cart and the battery data which is related to the operating status of the golf cart battery, for sending the golf cart location data and the battery data to the central sever. Utilizing the operating golf cart locations to draw a map which includes at least the operating golf carts for displaying to the marshal of the golf course.

Abstract: An intelligent logistics truck scheduling system process includes a demand judgement step, a truck scheduling, container lifting and delivery step, a storage judgement step, and a billing and payment step. Compared to the previous truck scheduling systems, most of the steps have been changed to automation. This improves the efficiency of the truck scheduling system in operation by reducing the need for human communication through various means such as email, phone, and text messages with clients, truck companies, and drivers for coordinating truck pickup times and locations repeatedly.

Abstract: An intelligent logistics truck scheduling system includes a truck service section for receiving client demand. The truck service section includes a demand judgment module and a network module. A truck scheduling section performs data transmission with the truck service section. The truck scheduling section includes a truck company database, an idle truck monitoring module, a truck distance judgment module, a truck selection module, and a truck assignment module. A truck tracking section performs data transmission with the truck service section. A storage service section performs data transmission with the truck service section. The storage service section includes a storage demand judgment module. The intelligent logistics truck scheduling system can quickly dispatch trucks and drivers, and meet needs of storage demands of the clients.

Abstract: A data processing system implements receiving, from a client device, first textual content inserted into a user interface element of a first user interface on the client device, the first textual content comprising a natural language description of a first project for which a first workspace is to be created, analyzing the first textual content to obtain keywords in the first textual content using an NLP model trained to receive the textual content and to output the keywords, conducting a search for candidate collateral items associated with each of the keywords using a first search engine, causing the client device to present the candidate collateral items on the first user interface, receiving, from the client device, a first user input selecting one or more of the collateral items from among the candidate collateral items, and causing the client device to present a second workspace user interface representing the first workspace.

Abstract: Embodiments of the present disclosure provide systems, methods, and computer storage media for resource provisioning of microservices using guided order of learning in a reinforcement learning framework. In embodiments, service resource information relating to microservices operating in a computing environment is received and used to perform a similarity analysis to generate similarity scores for each of the services. The service resource information is ordered based on a closeness between the similarity scores of the services. The ordered service resource information is inputted into a reinforcement learning agent to generate a resource configuration determination of at least one service of the services. The resource configuration determination is then provided to a provisioning component associated with the computing environment for provisioning the microservice.

Abstract: A computing device includes a storage unit storing a job list, and a computing unit that performs a computation related to an instance capable of executing burst processing by consuming credits. The job list is a list of batch jobs. The batch jobs include a plurality of combinations of a time frame and data regarding a size of a job, the time frame being set as a combination of a time point at which execution of the job can be started and a time point at which the job should have been completed. The burst processing of the job is at a speed exceeding a baseline but not exceeding a maximum speed, the baseline being a processing speed of the job that can always be attained. The computing unit determines whether or not the job can be completed within the time frame, for the batch jobs in the job list.

Abstract: Disclosed herein are system, method, and computer program product embodiments for processing risk mitigation controls. The system analyzes text to determine control components located within the text, where the text defines one or more measures to provide assurance of compliance with organizational process requirements. The system further maps, by machine learning models, the control components to a process executable model workflow based on corresponding control code. Upon receiving a trigger, the system automatically instantiates the process model workflow and executes tasks of the control code, monitors a status of the tasks, captures an audit record of the execution and streams the audit record to an uneditable archive.

Abstract: An example computer system for identifying similar processes can include: one or more processors; and non-transitory computer-readable storage media encoding instructions which, when executed by the one or more processors, causes the computer system to create: a similarity engine programmed to use machine learning to analyze a plurality of processes for an enterprise; a models engine programmed to identify similarities between the plurality of processes using the machine learning; and a display engine programmed to display the similarities between the plurality of processes.

Abstract: Computer implemented method, systems, and computer program products include program code executing on a processor(s) generating a data corpus based on discovering data sources accessible to the processor(s), in the ecosystem. Program code analyzes data comprising the data corpus to identify key parameters defining maturity and performance of a pre-defined level of efficiency. Program code generates a model to evaluate the open innovation maturity and the performance of the systems and the processes utilized by the entity. Program code continuously expands a data footprint of the ecosystem based on accessing additional data sources, wherein expanding the ecosystem provides a portion of data in the additional data sources to the corpus. Program code updates the model to a most current version of the model, based on the expanding. Program code generates a visualization of the open innovation maturity and the performance based on applying the model.

Abstract: A computer implemented method identifies a set of environmental projects. A number of processor units identifies a group in a plurality of groups for organization of interest using organization parameters for the organization of interest. The number of processor units determines environmental performance for the organizations in the group using environmental data and the organization parameters for the organizations in the group. The number of processor units identifies the set of environmental projects for the organization of interest based on the environmental performance determined for the organizations in the group.

Abstract: Disclosed implementations provide a time limit monitoring method and system for ticket control in a call center computing environment. The implementations include novel data models for affecting the method and system. The time limit monitoring method of the disclosed implementations dynamically generates a service level agreement template, which can be applied to improve the flow speed of the ticket to meet service level agreements.

Abstract: Apparatus and method for a smart activity assignment for a user and a creator is disclosed. The apparatus includes a memory that includes instructions configuring at least a processor to receive user data, wherein the user data includes user reputation data and initial activity data, classify the user data into one or more user data groups, wherein the one or more user data groups includes a user reputation group and an initial activity group, determine a user reputation score as a function of the user reputation group and an initial activity score as a function of the initial activity group, analyze a compatibility of a user and an initial activity of a creator by comparing the user reputation score and the initial activity score, generate an initial activity action as a function of the compatibility and generate an exposure action item as a function of the initial activity action.

Abstract: Embodiments generate and train an optimized demand model for predicting a demand of an item. Embodiments receive a plurality of trees, each of the plurality of trees including one or more levels of splits and a plurality of nodes, each of the plurality of nodes corresponding to a demand feature that influences demand for the item. Embodiments store a first bound as a current bound for each of the plurality of trees. Starting at a top split of each of the plurality of trees, embodiments select a first demand feature that a greatest number of the plurality of trees split on. Embodiments optimize the first demand feature using the stored current bound to generate a second bound. Embodiments store the second bound as the current bound for each of the plurality of trees and move down each of the plurality of trees to a next level of splits.

Abstract: An operating end export operation system for logistics includes transmission linked an order module, a booking operation module, a transmission module, a processing module, a display module, and a recording module. The operating end export operation system communicates with a client end communication tool, a shipping company booking system and a shipping end communication tool. The booking operation module receives the multiple orders with product information, and transmits the product information of each order to the shipping company booking system for booking. After completing the booking, the shipping company booking system transmits a booking information containing the customs requirement to the transmission module which then transmits the booking information to the processing module, the recording module and the shipping end communication tool. The processing module receives the booking information and sends a dispatch order for pickup to the display module.

Abstract: The invention relates to a method for consignee-specific individualizing of a non-individualized product (1) or a non-individualized product bundle (1?) by a manufacturer of the product (1) or product bundle (1?) or by an entity downstream of the manufacturer in a supply chain, wherein a plurality of non-individualized products (1) or product bundles (1?) is stocked and/or stored, at least one non-individualized product (1) or non-individualized product bundle (1?) is picked up by means of a handling and/or transporting device (5) at a storage location (3) for the purpose of shipping to a consignee of the product (1) or product bundle (1?), assigned to a transport means (4), and transferred to the transport means (4), wherein during the handling and/or transporting (handling step S105) of the product (1) or the product bundle (1?) by means of the handling and transporting device (5) the consignee-specific individualization is carried out.

Abstract: The present disclosure provides a logistics pre-arrival declaration system and the operating method thereof. The declaration system connects the user device and the customs declaration system through the Internet. The declaration system includes a declaration form generating interface module, a form-checking and comparing unit and a database group. The database group includes a marine shipping database, a product database, an exporter database, an importer database, a marine shipping company database and a freight forwarding agency database. Users upload the marine shipment information to save in the database group of the system. When the user executes the declaration form generating interface module, the system fills the data of the database group into the generated form in the declaration form generating interface module. The users only require to confirm that the content of the generated form is correct, and the declaration form can be uploaded to the customs declaration system.

Abstract: The present disclosure provides a logistics pre-arrival declaration system and the operating method thereof. The declaration system connects the user device and the customs declaration system through the Internet. The declaration system includes a declaration form generating interface module, a form-checking and comparing unit and a database group. The database group includes a marine shipping database, a product database, an exporter database, an importer database, a marine shipping company database and a freight forwarding agency database. Users upload the marine shipment information to save in the database group of the system. When the user executes the declaration form generating interface module, the system fills the data of the database group into the generated form in the declaration form generating interface module. The users only require confirming that the content of the generated form is correct, and the declaration form can be uploaded to the customs declaration system.

Abstract: The shipment platform offers an easy-to-use and streamlined method of documenting drug shipment tracking and management and ensuring a full trail of changes made to shipment requests. Here, you can input and view all shipment-related information, providing a centralized source of information and truth for team members tracking any drug shipments saving time on logistics-related communications. With the use of AI/ML systems, we can predict shipments that will be an issue in the future, potential delays, and costs associated with a shipment.

Abstract: A system sends a drop-off location coordinate to a server associated with a delivery mechanism. The system causes the drop-off location coordinate to be displayed on a virtual map. The system causes the virtual map to be displayed within a delivery user interface in response to an adjust drop-off element being accessed. The system integrates the adjust drop-off element into the delivery user interface such that the adjust drop-off element is accessible from within the delivery user interface.

Abstract: An automated logistics transshipment management system is provided.

Abstract: A shipping management system includes one or more computer systems coupled to a network and a data storage device. The shipping management system uses one or more ingest modules to collect shipping information from the computer systems of multiple carriers. The shipping management system uses one or more normalization modules to normalize carrier specific data. The shipping management system uses one or more prediction modules to analyze the normalized shipping information using a set of prediction rules. The shipping management system identifies carrier exceptions and generates predicted exceptions based on the normalized shipping information. The shipping management system can selectively generate notifications, take actions, and/or resolve identified and generated exceptions.

Abstract: A system for vehicle transportation operates to receive decision data indicating decisions for transportation of cargo from one or more originating locations to one or more destination locations by one or more vehicles, wherein the one or more vehicles are configured to transport between the originating locations and the one or more destination locations by operating one or more tractive components of the one or more vehicles. The system operate to generate a plurality of scenarios, by generating a baseline scenario including a plurality of decisions indicated by the decision data, performing a plurality of modifications to the baseline scenario by making one or more adjustments to the plurality of decisions of the baseline scenario, and saving the modifications of the baseline scenario as the plurality of scenarios. The system operate to determine emissions production resulting from the plurality of scenarios and generate one or more updates to the transportation.

Abstract: A logistics quotation system and operation method for the customer end include a form module, an upload module, a quotation module and a confirmation module, the form module includes a list section, a filling section and an inquiry section, the upload module It is connected with the operation end system and includes a transmission section. The quotation module includes a sorting display section and a selection section. The confirmation module is connected with the operation end system and includes a confirmation section and an order transmission section. Through the operation of each module, a system that allows customers to automatically calculate the amount that matches the transportation mode after providing the inquiry demand, and to agree to the quotation online. Compared with the previous technology, the present invention greatly reduces the wasteful cost of intermediate and lengthy procedures, and provides customers with a faster and more accurate quotation system.

Abstract: A logistics quotation system applied to operation end and a method for operating the same, wherein the system includes a work order module, a transportation matching module, a calculation module and a quotation module. The work order module includes an order receiving section and a writing section. The transportation matching module is connected to a transportation database and includes a reading section and a matching section. The calculation module includes a calculation section. The quotation module is connected to the customer end. By operation of each of the modules, the information of the customers is processed by computers and automatically calculated to obtain the required operation amounts which are sent to the customer end. Compared with the previous technology, the system greatly reduces the possibility of manual errors and the cost of intermediate procedures, and also simplifies steps for the consumers and operators.

Abstract: Disclosed is a method, performed by an electronic device, for optimizing a shipping route. The method comprises obtaining operational input data comprising a source data element and a destination data element. The method comprises obtaining based on the operational input data and a route optimization model, an optimized route set comprising a route parameter associated with a carbon emission parameter. The route optimization model is based on historical route data. The method comprises outputting, based on the optimized route set, a result indicative of an optimized route.

Abstract: A delivery plan support system includes a reception unit, a check unit, and an instruction unit. The reception unit receives data indicating a plurality of constraints on a delivery plan in a case where a plurality of vehicles are divided to deliver packages from a delivery base to a plurality of nodes. The check unit determines whether or not the plurality of constraints are consistent with respect to at least one of time and resource assignment. The instruction unit inputs a delivery plan instruction based on the plurality of constraints to a delivery plan generator in a case where it is determined that the plurality of constraints are consistent.

Abstract: The present disclosure provides a creation method, an information processing method, a storage method, an electronic device and a storage medium. The creation method includes: acquiring a creation request for creating the supply chain management system, wherein the creation request contains a business information related to creating the supply chain management system; and creating the supply chain management system according to the business information and a blockchain basic architecture, in response to the creation request, wherein, the blockchain basic architecture includes an interface layer, a management layer, a core layer and a base layer, the supply chain management system includes a main chain system and a plurality of parallel chain systems connected to the main chain system, each of the parallel chain systems corresponds to a business scenario, and an information sharing between the plurality of parallel chain systems is achieved based on the main chain system.

Abstract: A logistics warehouse operating system applied to a buyer is provided. The system is set up in a server and includes an order placing module, a work order module, an incoming stock module, and an outgoing stock module. Through the system, the buyer can quickly create orders and accurately input its own needs in each module, so that the seller can process them quickly and accurately respond and process the order from the buyer.

Abstract: A logistics warehouse operating system applied to a buyer is provided. The system is set up in a server and includes an order placing module, a work order module, an incoming stock module, and an outgoing stock module. Through the system, the buyer can quickly create orders and accurately input its own needs in each module, so that the seller can process them quickly and accurately respond and process the order from the buyer.

Abstract: A system includes a plurality of location indicators for arrangement throughout a store that includes a plurality of stocked items. Each of the location indicators defines a different area of the store. The system includes a computing system configured to generate a location map that defines a plurality of sections in the store. Each section includes a plurality of areas of the store defined by different location indicators. The location map defines how the sections and the areas are arranged. The system includes a mobile scanning device that is configured to wirelessly receive an electronic customer order including a plurality of ordered items. The mobile scanning device determines a location value associated with a location indicator and arranges at least some of the plurality of ordered items on the display based on the determined location value and the location map.

Abstract: The Demand forecasting combined with an inventory management platform offers robust planning tools customized to the specific needs of pharmaceutical companies. Here, you can create forecasts, measure variance between forecasts, create supply plans, and view the entire supply chain at all stages through an easy-to-use platform that allows you to bring all your data to a centralized location. This system is built explicitly for Pharmaceutical drug substances, drug products, and finished products. The system applies AI/ML to create forecasts and supply plans for clinical trials and commercial distribution.

Abstract: A system and method are disclosed for image processing of one or more items in an inventory of one or more supply chain entities. Embodiments include receiving an initial set of images of at least two items in the inventory, identifying color distributions from the initial set of images using two encoders, and grouping colors of the at least two items based on similarities of the identified color distributions using a color coding model.

Abstract: An automated logistics transshipment management system is provided. The automated logistics transshipment management system includes a shipper module, a shipping information module, a transshipment processing module, a customs declaration module and a bill of lading module and a customer module.

Abstract: Techniques are described for automating and computerizing order cart audits to reduce the overall costs associated with shipping incorrect items, missing items, and/or additional items. In some cases, the system may be configured to perform an audit of a completed or filled order cart. The facility operator may pass the order cart through an audit area prior to loading the items on a vehicle for transport. During the audit, the system may capture sensor data associated with the order cart and identify each item present. The system may determine whether or not each item is part of the order and notify an operator accordingly.

Abstract: A parent tote container is segmented into smaller, child tote containers. Each of the child tote containers includes products that are commonly sold together and are removed from the tote containers at picker stations with the same type of picker mechanism. Items are moved from the child tote containers to a customer order tote container at a picker station.

Abstract: A method or system of vetting insurance authorization requests and improving chances of approval can include an application at a server or one or more processors that perform the functions of retrieving and extracting information from an authorization request including a treatment and a diagnosis, identifying treatment guidelines based on the information retrieved and extracted from the authorization request, applying rules that have been converted to a standard format that is human readable to provide a confidence of approval value or indicator, and presenting the confidence value or indicator on a user interface based on the rules applied.

Abstract: This disclosure describes systems and methods for a graphical interface including a graphical representation of medical data. The graphical interface platform may receive medical data and provide medical safety reporting capabilities including reporting of history data and real-time visual monitoring data. The graphical interface platform may be configured to identify potential problems and corrections to medical devices in operation while a reporting cycle is underway through visual representation of performance metrics.

Abstract: A system for processing database entries includes a memory configured to store a database including multiple line item database entries and multiple receipt entries, a display including a user interface and a processor configured to execute instructions. The instructions include receiving a member identifier, obtaining at least a portion of the multiple line item database entries corresponding to the received member identifier, displaying the obtained multiple line item database entries, receiving a selection of one of the multiple receipt entries, and displaying an image of the selected receipt entry. The instructions further include receiving a selection of a location on the displayed image of the selected receipt entry, receiving a selection of one of the displayed multiple line item database entries, and storing, in the database, a relational link between the selected location on the displayed image of the selected receipt entry and the selected line item database entry.

Abstract: A non-transitory computer-readable storage medium stores a collaborative work support program including a plurality of work support programs for supporting a predetermined work relating to construction, wherein when executed by one or more processing circuits, a first work support program and a second work support program among the plurality of work support programs respectively cause a first computer and a second computer to execute work processing based on one BIM model and store electronic data during the work processing, the first work support program causes the first computer to output the electronic data to the second computer, and the second work support program causes the second computer to specify the electronic data based on one or more parameters in the one BIM model of the electronic data input from the first computer.

Abstract: The present disclosure relates to an information interaction method and apparatus for document processing, and an electronic device and a storage medium. A control method provided in the embodiments of the present disclosure includes: displaying a document processing interface, wherein the document processing interface is used for displaying a processed document and a processing mark thereof; and in response to a first operation event for a group creation identifier associated with the document processing interface, creating a communication group on the basis of at least one of a person associated with the processed document, the processed document or the processing mark.

Abstract: A system and computer implemented method for optimizing trade deployment and risk mitigation in a construction contracting project based on a risk of utilizing a plurality of contractors on the construction contracting project is disclosed. The method includes receiving contractor information from a subcontractor and creating and storing the contractor information in a connected database as a contractor record. The method further includes analyzing the contractor information for authentication and assigning a value to a review status of the contractor record. The method further includes calculating a risk metric for the contractor and the project and displaying search results in response to a search query from the user computing device, generating a second graphical representation of a density map comprising a graphical icon corresponding to the geolocation data of the contractor record, and modifying appearance of the graphical icons in response to a user selection.

Abstract: Systems and methods are disclosed herein for generating a project management plan whereby a construction plan for a project (such as, e.g., a residential home, a commercial building, an outbuilding, a garage, a pool, etc.) is selected from a plurality of construction plans, a building lot is acquired and/or verified for suitability to the construction plan, bids are acquired for each construction trades job involved in construction of the project, individual bids are selected for implementation, a master schedule for construction is generated considering order or build requirements and dependencies, the schedule is implemented, notifications (to commence work, review work, inspect work, etc.) are generated and delivered, permits are acquired, financing is facilitated, payouts are managed (draws generated and delivered), etc., such that the systems and methods herein described constitute a single point for management of each aspect of a project to completion.

Abstract: A non-transitory computer-readable storage medium storing a collaborative work support program including first and second work support programs for supporting a predetermined work relating to construction, wherein when executed by processing circuits, the first work support program causes a first computer to execute a procedure of creating at least a part of a BIM; and a procedure of outputting the BIM model or information generated based on the BIM model, and the second work support program causes a second computer to execute a first procedure of inputting the BIM model created by the first work support program or the information generated based on the BIM model; a second procedure of inputting a BIM model created without using the first work support program or information that is not a BIM model; and a third procedure of outputting information generated based on the input in the first procedure or the second procedure.