Machine Learning-Based Rule Mining Algorithm

    公开(公告)号:US20210182695A1

    公开(公告)日:2021-06-17

    申请号:US16717819

    申请日:2019-12-17

    Applicant: SAP SE

    Abstract: Data is received that defines a rule mining run including a scope of a search and at least one data source to be searched. In response, the at least one data source is polled to obtain rules responsive to the rule mining run. Each rule can specify one or more actions to take as part of a computer-implemented process when certain conditions are met. A list of rules (i.e., a proposed subset of the obtained rules) can then be generated using at least one machine learning model. The generated list of rule can then be displayed in a graphical user interface. Related apparatus, systems, techniques and articles are also described.

    Dynamic hierarchy generation based on graph data

    公开(公告)号:US10579678B2

    公开(公告)日:2020-03-03

    申请号:US15207666

    申请日:2016-07-12

    Applicant: SAP SE

    Abstract: Provided are systems and methods for generating a hierarchy. In one example, a method includes receiving a first data graph including a plurality of nodes and links connecting the plurality of nodes, receiving a second data graph including a second plurality of nodes and links connecting the second plurality of nodes, generating a hierarchy based on the first data graph and the second data graph, where the generated hierarchy includes a plurality of levels, nodes from the first data graph arranged on at least one level, nodes from the second data graph arranged on at least one other level, and links connecting the nodes from the first data graph and the nodes from the second data graph, and indicating a relationships between the first and second data items, and outputting the generated hierarchy for at least one of display and further processing.

    Hierarchically stored data processing

    公开(公告)号:US10540331B2

    公开(公告)日:2020-01-21

    申请号:US15363326

    申请日:2016-11-29

    Applicant: SAP SE

    Inventor: Kefeng Wang

    Abstract: Methods and systems are described for receiving data including a hierarchy change log comprising change records specifying changes made to hierarchical data. The hierarchical data includes hierarchically arranged nodes. Change records are grouped according to a key corresponding to each record. Using a record consolidation algorithm, a consolidated view of the hierarchy change log is generated. A consolidated view can be generated by sorting, for each group, the change records into an ascending temporal order based on their respective timestamps to form a sequence of change records. The consolidated view is then displayed on an electronic visual display. Related apparatus, systems, techniques and articles are also described.

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