Abstract: The invention relates to method for displaying the search results of the component e-commerce platform by classification. The method comprises the following steps of: S1, receiving a search keyword and sending the search keyword to a website server; S2, inquiring to obtain the data files containing the search keywords and gathering the data files with the same type labels into an aggregation column; S3, calculating the file weight value of each data file and sorting all the data files in each aggregation column from large to small according to the file weight value; S4, taking the maximum file weight value in each aggregation column as a column item weight value of the aggregation column, and all the aggregation column are sorted from large to small according to the column item weight values; and S5, sending the query results of the classification and sorting to a webpage for display by the website server.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for interpreting data in a drawing file. A graphics sync module of a system performs synchronization between graphical data in the drawing file and graphical data in a space management database. Each layer of the drawing file includes graphical data used to digitally render items of a floor map. The system identifies a grouping of layers from the drawing file and retrieves values from a space management database (“SMD”) that includes records with values for entities that correspond to items of the floor map. The graphics sync module extracts values of the graphical data for a layer and synchronizes graphical data for different layers of the drawing file with graphical data in entity records stored in the space management database.

Abstract: An ontology creation apparatus according to an embodiment includes: a first selection unit that receives an input operation that is performed based on information that represents definitions of candidate classes of ontology; an acquisition unit that acquires a candidate class of a subject when the selected class is determined as the object, based on information that represents definitions of properties that indicate connection relationships between classes that serve as objects and classes that serve as subjects; a second selection unit that receives an input operation for selecting an instance that belongs to a class of a subject when the selected class is determined as an object, based on the candidate; a relationship setting unit that sets a connection relationship between instances that belong to the selected class and the selected instance; and an output unit that creates and outputs ontology that indicates the selected class, the instance, and the set connection relationship.

Abstract: Provided is a method of providing information using a trained model through machine learning, which may include checking a first set of character strings including a plurality of character strings representing pieces of information about a plurality of items related to a trained model creation, creating at least one trained model on the basis of the first set of character strings, checking a second set of character strings including a plurality of character strings representing pieces of information about a plurality of items related to an information classification object, and checking reference product name information and attribute information for each of at least a portion of the second set of character strings using the at least one trained model.

Abstract: A data intake and query system can manage the search of large amounts of data using one or more processing nodes. When a new processing node is added or becomes available, the node coordinator can reassign duties from one or more processing nodes to the new processing node. The node coordinator can initially assign the new processing node one or more groups of data for backup purposes. At a later time, the node coordinator can reassign the new processing node to the one or more groups of data for searching purposes.

Abstract: Methods, systems, and apparatus for generating data describing context clusters and context cluster probabilities, wherein each context cluster includes query inputs based on the input context for each of the query inputs and the content described by each query input, and each context cluster probability indicates a probability that at a query input that belongs to the context cluster will be selected by the user, receiving, from a user device, an indication of a user event that includes data indicating a context of the user device, selecting as a selected context cluster, based on the context cluster probabilities for each of the context clusters and the context of the user device, a context cluster for selection input by the user device, and providing, to the user device, data that causes the user device to display a context cluster selection input that indicates the selected context cluster for user selection.

Abstract: A method for identifying questions with same semantics includes creating a user behavior graph based on at least two user logs; determining a first associated question node set based on the user behavior graph and a seed question; calculating, based on the first associated question node set, association scores of questions corresponding to all question nodes in the user behavior graph; using a question corresponding to each associated question node in the first associated question node set as a new seed node, to determine M second associated question node sets; updating, based on the M second associated question node sets, the association scores of the questions corresponding to all the question nodes in the user behavior graph; and determining K questions with top K association scores based on updated association scores of the questions corresponding to all the question nodes in the user behavior graph.

Abstract: A building security system includes one or more memory devices configured to store instructions, that when executed on one or more processors, cause the one or more processors to receive, for each of alarm rules, one or more alarm rule parameters for each of the alarm rules from a user device, receive security system data from a security system, and for each alarm rule of the alarm rules determining, based on the one or more alarm rule parameters for the alarm rule, whether the alarm rule is triggered by the security system data and generating an alarm for the alarm rule in response to determining that the alarm rule is triggered.

Abstract: In one general aspect, a wide area network fact information service method is disclosed. This method includes storing a plurality of canonical fact entries, storing one or more fact descriptor entries for each of the canonical fact entries, and ranking the canonical fact entries relative to each other based on the descriptor entries.

Abstract: A system for reconstructing browser interaction data from session data having incomplete tracking data is described.

Abstract: Not all facts in a data warehouse are described by the same set of dimensions. However, there can be associations between the data dimensions and other dimensions. By maintaining a set of relationships that are capable of linking the dimensional keys used in existing data to the keys of an associated dimension, a data transformation can be constructed that summarizes by the original and by the associated dimensions in feeds in an analytical data mart (cube) that includes all the dimensions. This cube can then be consolidated and analyzed in a slice-and-dice fashion as though all the dimensions were independent. Data transformed in this manner can be analyzed alongside data from a source that is keyed by all of the dimensions.

Abstract: Tiers of compression algorithms may be determined using compression information collected regarding compression ratios achieved for data sets using compression algorithms. Each tier may meet specified criteria regarding expected compression ratios achieved for a specified portion or number of data sets. Compression algorithms of each tier may be implemented by a different hardware device that may include hardware accelerators for the algorithms of the tier. Different tiers, and thus different hardware devices, achieve different levels of compression. A recommendation may be provided using compression information collected, such as from one of the hosts, regarding which hardware device to use for compression. The recommendation may be to purchase a license to use or whether to purchase a particular hardware device for compression. Compression information may be collected by a host that issues tagged I/Os providing a hint regarding what compression algorithm to use for the particular I/O operation data.

Abstract: An information management system is provided. An occurrence frequency of sensitivity information over a designated period that is associated with each of designated texts and stored in a database is evaluated over the designated period and a plurality of designated unit periods constituting the designated period for each sensitivity category. Then, a reference image showing the evaluation result is generated and transmitted to an information terminal device, and the reference image about each of a plurality of entities is simultaneously outputted on an output interface of the information terminal device.

Abstract: Techniques for presenting content to users. The techniques include: obtaining user context information including a first keyword; identifying, based on the first keyword, a first attribute and a second attribute among the plurality of attributes, the first attribute being a characteristic of the first keyword and the second attribute being another characteristic of the first keyword; obtaining, based on the user context information, at least one second-order user preference among attributes in the plurality of attributes including a preference between the first attribute and the second attribute; identifying a set of content items among the plurality of content items based on the first attribute and the second attribute; determining a ranking of content items in the set of content items based on the at least one second-order user preference; and presenting content items to the user in accordance with the ranking.

Abstract: A data processing method is disclosed, the method comprising: after data synchronization, obtaining data offset of synchronous data related to a data integration task to be performed, the data offset representing deviation of the synchronous data from corresponding source data; determining whether the synchronous data is complete based on the data offset; in response to the synchronous data being complete, performing the data integration task to the synchronous data.

Abstract: A method for confirming configuration of a new current genesis block in a blockchain configured to enable pruning before the new current genesis block includes: receiving, by a blockchain node in a blockchain network, a genesis response message from another node in the network, the message including a configuration value and an ordinal value; identifying a plurality of standard blocks in the blockchain added subsequent to an earlier genesis block that includes a number preceding the ordinal value; aggregating smart contract state changes from each of the identified plurality of standard blocks; and validating the configuration value included in the received genesis response message based on the aggregated smart contract state changes. The aggregating of smart contract states can be done by the processor of the blockchain node configuring the new current genesis block, or by another blockchain node.

Abstract: A cyberthreat detection system queries a content database for unstructured content that contains a set of keywords, clusters the unstructured content into clusters based on topics, and determines a cybersecurity cluster utilizing a list of vetted cybersecurity phrases. The set of keywords represents a target of interest such as a newly discovered cyberthreat, an entity, a brand, or a combination thereof. The cybersecurity cluster thus determined is composed of unstructured content that has the set of keywords as well as some percentage of the vetted cybersecurity phrases. If the size of the cybersecurity cluster, as compared to the amount of unstructured content queried from the content database, meets or exceeds a predetermined threshold, the query is saved as a new classifier rule that can then be used by a cybersecurity classifier to automatically, dynamically and timely identify the target of interest in unclassified unstructured content.

Abstract: The present disclosure relates to maintaining an electronic activity derived member node network. Exemplary implementations may: generate a plurality of node profiles; generate a node graph generated from the plurality of node profiles; identify a second electronic activity identifying a pair of electronic accounts; identify using the node graph, a pair of participant node profiles corresponding to the pair of electronic accounts identified by the second electronic activity; identify, using the node graph, an edge between a pair of nodes corresponding to the pair of participant node profiles; determine a relevancy score for the second electronic activity corresponding to the pair of the participant node profiles based on context of the second electronic activity; and update the node graph by modifying the connection corresponding to the edge between the pair of participant node profiles based on the relevancy score determined for the second electronic activity.

Abstract: Various embodiments are generally directed an apparatus and method for receiving information to write on a clustered system comprising at least a first cluster and a second cluster, determining that a failure event has occurred on the clustered system creating unsynchronized information, the unsynchronized information comprising at least one of inflight information and dirty region information, and performing a resynchronization operation to synchronize the unsynchronized information on the first cluster and the second cluster based on log information in at least one of an inflight tracker log for the inflight information and a dirty region log for the dirty region information.

Abstract: Methods and systems for modifying a search result are described. A computing device may receive a query. A search result based on the query may be determined. The computing device may modify the search result based on a term of the query.