Abstract: An electronic record management system creates a streamlined full-service technology solution on a single electronic platform that has the capability to enable business transactions including but not limited to real estate transactions as well as buying and selling commercial debt and equity while optimizing performance. The automated platform utilizes artificial intelligence and machine learning to iteratively optimize consolidated electronic data files from multiple sources to allow sophisticated transactions involving commercial real estate, and other transferrable properties, electronically through a single platform.

Abstract: A non-transitory computer tangible medium containing instructions for securing a large data set within a Merkle Tree structure is disclosed in the present specification. The instructions include storing each data object of a large data set within a separate node of a Merkle Tree including within a root node, leaf nodes, and nodes interconnecting the root node to the leaf nodes. The nodes of the Merkle Tree may be blockchained together with multiple blockchains that all have an initial blockchain block based on the root node of the Merkle Tree and a final blockchain block based on one of the different leaf nodes. The Merkle Tree may have an order “O” that remains constant for each level of the Merkle B-Tree, or have an order “O” that varies for at least one level of the Merkle B-Tree from the remaining levels.

Abstract: A computer system for dynamic adaptation of a user interface according to data store mining includes a data store configured to index event data of a plurality of events. A data analyst device is configured to render the user interface to a data analyst and transmit a message that identifies a selected identifier of the plurality of identifiers. A data processing circuit is configured to train a machine learning model based on event data stored by the data store for a first set of identifiers from within a predetermined epoch. An interface circuit determines an interface metric for the selected identifier based on the determined output of the selected identifier and transmits the interface metric to the data analyst device. The data analyst device is configured to, in response to the interface metric from the interface circuit, selectively perform a modification or removal of a second user interface element.

Abstract: Disclosed are various embodiments for identifying and sourcing relevant and recently added or otherwise cold-sourced supplemental content (e.g., advertisements, sponsored item listings, etc.) for consideration to be presented to a user interacting with an electronic commerce system. Supplemental content that is identified as being recently added or cold-sourced is mapped to or otherwise associated with one or more search queries that are determined to correspond to a given item category. When a user interacting with a user interface enters a search query that matches a previously received search query, the supplemental content that has been mapped to the previously received search query is selected and/or otherwise sourced for consideration to be presented in a user interface including the search results.

Abstract: Processor-implemented systems and methods are provided for generating clusters of technical documents. A method includes analyzing degrees of similarity among the technical documents using a hierarchical taxonomy code similarity model and a text clustering model. Clusters of the technical documents are generated based upon the analyzed degrees of similarity from the models.

Abstract: This disclosure relates to personalized and dynamic server-side searching techniques for encrypted data. Current so-called ‘zero-knowledge’ privacy systems (i.e., systems where the server has ‘zero-knowledge’ about the client data that it is storing) utilize servers that hold encrypted data without the decryption keys necessary to decrypt, index, and/or re-encrypt the data. As such, the servers are not able to perform any kind of meaningful server-side search process, as it would require access to the underlying decrypted data. Therefore, such prior art ‘zero-knowledge’ privacy systems provide a limited ability for a user to search through a large dataset of encrypted documents to find critical information.

Abstract: A facility for identifying endpoints in an environment which crawls the environment to identify landing pages. The facility identifies endpoints within the landing pages and stores an indication of the environment containing the endpoint as well as an indication of the endpoint itself.

Abstract: A method, a structure, and a computer system for engaging user contributions. The exemplary embodiments may include determining whether a detected message includes a need and, based on determining that the message includes the need, identifying one or more contributions a user can contribute to the need. The exemplary embodiments may further include augmenting a reply message with the one or more contributions.

Abstract: A method, performed by one or more processors, including: receiving a user query; deriving, based on the user query, a search engine query for use with search engine software and a data access query for use with data access software; sending, to the search engine software, the search engine query to cause the search engine software to locate first data stored in a search engine index; sending, to the data access software, the data access query to cause the data access software to locate second data stored in a distributed data store; receiving, from the search engine software, the first data; and receiving, from the data access software, the second data.

Abstract: Disclosed are systems and methods for diagnosing website quality. The method can include analyzing, by a computing system, a website to determine a current value for a quality score of the website, identifying issues with the website, providing information to cause a client device to present: (i) a circle graphical element that indicates the current value, a first portion of the circle's circumference being a size that indicates the current value, and (ii) indications of categories of issues with the website that each include different sets of issues, receiving an indication that user input at the client device selected a user-selected category, determining a target value for the quality score that would result should all issues within the user-selected category be resolved, and providing information to cause the client device to add a target element at a location on the circle's circumference that represents the target value.

Abstract: Described herein are systems and methods for assessing website quality based on automated website analysis. A method can include identifying, by a computing system, a website to evaluate, retrieving code for webpages of the website from one or more web server systems that host the website, locally executing and interpreting the code to render the webpages as they would appear on client devices, identifying webpage segment criteria, analyzing the webpages to identify a subset of webpages that include a segment satisfying the webpage segment criteria, identifying a quality issue in the segment that is present in each webpage in the subset, determining a quantity of times the quality issue occurs across the subset of webpages, and providing information to a client device to cause the client device to present an indication of the issue and an indication of the quantity of times the issue occurs across the subset of webpages.

Abstract: A technique manages file data of a file system. The technique involves provisioning a first LUN with slice locations from a heterogeneous storage pool created from a solid state device (SSD) storage tier formed from SSD memory and a hard disk drive (HDD) storage tier formed from HDD memory. The technique further involves provisioning a second LUN with slice locations from the heterogeneous storage pool. The technique further involves, while different LUN level policies are applied to the first LUN and the second LUN, moving file data of a file system from the slice locations of the first LUN to the slice locations of the second LUN. Such a technique enables effective auto-tiering at the file level where active file data moves to a higher performance storage tier and inactive file data moves to a cost effective lower performance storage tier thus optimizing operation.

Abstract: A search engine is modified to perform increasingly precise image searching using iterative Natural Language (NL) interactions. From an NL search input, the modification extracts a set of input features, which includes a set of response features corresponding to an NL statement in the NL search input and a set of image features from a seed image in the NL search input. The modification performs image analysis on an image result in a result set of a query including at least some of the input features. In a next iteration of NL interactions, at least some of the result set is provided. An NL response in the iteration is added to a cumulative NL basis, and a revised result set is provided, which includes a new image result corresponding to a new response feature extracted from the cumulative NL basis.

Abstract: Some embodiments provide a program that identifies an entity having an entity attribute. The program receives, from each method of several methods, a set of candidate identity attributes that are each for identifying a particular entity having the entity attribute specified in the document. Each method of the several methods generates the corresponding set of candidate identity attributes based on the entity attribute specified in a document. The program calculates a score for each candidate identity attribute in the sets of candidate identity attributes. The program identifies, based on the sets of scores, an identity attribute from the sets of candidate identity attributes that identifies the entity having the entity attribute specified in the document.

Abstract: Disclosed is an invention for methods, processes and systems that, among its enabling features and benefits, enhance retrieval of relevant information over a communication network. For instance, methods, processes and systems for performing annotation of digital information are provided. One method includes searching for items of interest using a search engine. Once the URIs associated with the item of interest are identified, a plurality of attributes are provided that may be associated with each URI. A user may provide the values for the attributes or the system may suggest values for the attributes based on information associated with each URI. Once the attributes and values are assigned, the annotated URI along with the attributes and values is stored. Another method provides for sharing of the annotated information. A user may communicate annotated information to an external storage system for sharing with other users having access to the external storage system.

Abstract: System and method for synchronizing blockchain nodes by using snapshots.

Abstract: The present disclosure relates to merging database tables. Systems and methods may involve performing a comparison between the first set of records and the second set of records and identifying a plurality of record pairs based on the comparison. Each record pair may comprise a record in the first set of records and a record in the second set of records. In addition, A feature signature may be generated for each record pair by comparing field values in each record pair. The feature signature may be classified to identify at least one related record pair. A merged database table may be generated such that it comprises the at least one related record pair and comprises a set of unique records among selected from the first set of records and the second set of records.

Abstract: An embodiment for predicting a performance of a query in retrieving multifield documents is provided. The embodiment may include receiving a query from a user. The embodiment may also include retrieving a list of multifield documents from a corpus of documents in response to the query. The embodiment may further include generating a pseudo-effective (PE) reference-list for each field in the corpus of documents. The embodiment may also include executing one or more existing query performance prediction (QPP) methods on the retrieved list and each generated PE reference-list. The embodiment may further include deriving one or more extended QPP methods. The embodiment may also include estimating a performance of the query in obtaining the retrieved list of multifield documents based on the one or more extended QPP methods.

Abstract: A method, apparatus and computer program product are provided for implementing an actor-critic model for processing a large document. The document is processed in smaller portions, and the information is accumulated or aggregated in a vector representation of the document. The vector representation may be reconfigured with each time step so that the vector representation includes an estimate of the most relevant information from the document processed thus far. The vector representation may be used to classify the document, such as by determining a primary and/or secondary diagnosis in a medical record. Feedback from the critic is provided in the form of a reward signal to the actor, which fine tunes its parameters and processes the different portions of the document. The actor-critic model may be trained with training data including documents and their known associated classifications.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for index-side synonym expansion. One method includes obtaining a token sequence for a resource and indexing a token in the token sequence. The indexing includes applying one or more stemming rules to the particular token to generate a stemmed form of the token, obtaining a variant of the stemmed form of the token, and storing data associating the resource with both the token and the variant as index terms for the resource in a search engine index.