Business Objects Software Limited

Business Objects S.a.

Sap Ag

Sap Se

Sap France S.a.

Alexis Naibo

Dan Cristian Marinescu

Ali Meziani

Didier Bolf

Philippe Meiniel

Florent Vermeulen

Xiaohui Xue

Yann Le Biannic

Bruno Dumant

Gilles Vergnory-Mion

Paul Sheedy

Valdrin Koshi

Rodolphe Boixel

Jean-Claude Grosselin

Timo Elliot

Mathieu Lemaire

Steve N Kopp

Adrien Grand

Xiaohui Xu

Fabrice Delaporte

Christophe Pennequin

Mathieu Bournat

Embodiments visualize large data volumes utilizing initial sampling to reduce size of a dataset. This sampling may be random in nature. The sampled dataset may be refined (wrangled) by binning, grouping, cleansing, and/or other techniques to produce a wrangled sample dataset. A user defines useful end visualization(s) by inputting expected dimension/measures. From these visualizations of sampled data, minimal grouping sets are deduced for application to the full dataset. The user publishes/schedules the wrangled operation and grouping sets definition. Based on this, a wrangled dataset and grouping sets are produced in the big data layer. When the user accesses the visualization(s), minimal grouping sets are retrieved in the in-memory engine of the client and processed by an in-memory database engine according to the common processing plan. This produces result sets and a final set of visualizations of the full dataset, in which the user can recognize valuable data trends and/or relationships.

Visualizing large data volumes utilizing initial sampling and multi-stage calculations

A computer-implemented method for initiating, at a user interface, execution of a software application implementing a plurality of business processes associated with a plurality of business objects, and displaying, in the user interface, a query box and a plurality of visualizations depicting data corresponding to at least a portion of the plurality of business objects. The method includes receiving and parsing a free text input, generating and executing a search using a plurality of keyword search queries based on one or more keyword tokens. The method also includes applying grammar rules, generating query trees, and generating a number of search suggestions using the query trees.

Business intelligence (BI) query and answering using full text search and keyword semantics

A system, method, and computer-readable medium, including receiving a user-supplied expression for which a definition is sought; generating, in response to reception of the user-supplied expression, at least one suggested definition specifying a meaning for the user-supplied expression, the at least one suggested definition being generated based on, at least in part, a knowledge base of metadata associated with a data set; presenting the at least one suggested definition, as at least one keyword, to a user; receiving, in response to the presentation, an indication of one user-selected keyword from the at least one suggested definition; defining the user-selected keyword by at least one value; and persisting the defined user-selected keyword with the at least one value in the knowledge base for the data set.

Metadata enrichment with a keyword definition editor

A computer-implemented method for generating a contextual panel interface with a first interactive display portion for depicting a plurality of selectable datasets associated with the query context, a second interactive display portion for depicting a plurality of selectable measures associated with the query context and with at least one of the plurality of selectable datasets, a third interactive display portion for depicting a plurality of selectable dimensions associated with the query context and with at least one of the plurality of selectable datasets, and an interactive tool display portion configured to determine a query context in response to receiving a search query and to populate the first, second, and third interactive display portions.

Contextual navigation facets panel

Some aspects include selection of a cell of a report section, the cell associated with a data dimension and with a context of the report section, and association of the cell with an input parameter of a software service. Aspects may include identification of a contextual report specification associated with a software service and with one or more report elements, at least one of the one or more report elements being associated with an input parameter of the software service, determination of data corresponding to a plurality of the one or more report elements, generation of a script to invoke the software service and to pass contents of the at least one of the one or more report elements as the input parameter to the software service, and generation of a report output based on the data and the script.

Contextual report element mapping to web service input parameter

A system, method, means, and/or computer program code may be provided to facilitate query creation and a presentation of information to a user. According to some embodiments, continuous query definition parameters are received from a user via a graphical user interface. Moreover, semantic layer information associated with an event processing engine may be retrieved, the event processing engine being adapted to receive an event stream. Based on the continuous query definition parameters, a pre-fetch query may be automatically created to pre-fetch historical data from a database. An event processing language statement may also be created based on (i) the continuous query definition parameters and (ii) the semantic layer information. The event processing language statement may be provided to the complex event processing engine so as to establish a continuous query. A response to the query may be output based on both the pre-fetched historical data and events in the event stream.

Systems and methods to create continuous queries associated with push-type and pull-type data

A system may include a display to present a visualization comprising a plurality of graphical indicators, each of the graphical indicators associated with a respective one of a plurality of entities of interest, a touch-sensitive input surface to receive a touch input at a first portion of the visualization representing a current physical location of the apparatus and a drag input on the display device from the first portion to a second portion of the visualization, and a processor to filter the plurality of graphical indicators based on a distance between the first portion and the second portion. Filtering of the plurality of graphical indicators may include determination of a second distance based on the distance between the first portion and the second portion, and determination of at least one of the plurality of entities of interest, each of the at least one of the plurality of entities of interest located less than the second distance from the current physical location of the apparatus.

Distance filtering gesture touchscreen

Some aspects include reception of a plurality of search results, selection of a graphical format in which to present the search results from a plurality of graphical formats based on metadata of the plurality of search results, and presentation of the plurality of search results in the selected graphical format.

Determination of graphical format to present search results

A system includes reception of a partial query from a user, querying of a data source with the partial query to identify terms within the data source including the partial query, storage of the identified terms in a cache associated with the user, presentation of the identified terms to the user, reception of a new partial query including the partial query and a letter appended to the partial query, and determination of whether one or more of the stored identified terms includes the new partial query. If one or more of the stored identified terms includes the new partial query, the one or more of the stored identified terms are presented to the user, and, if none of the stored identified terms includes the new partial query, then the data source is queried with the new partial query to identify second terms within the data source including the new partial query, the identified second terms are stored in the cache associated with the user, and the identified second terms are presented to the user.

Augmented search suggest

A system, method, means, and/or computer program code may be provided to facilitate a presentation of information to a user. According to some embodiments, continuous query definition parameters are created by a user via a graphical user interface. Moreover, semantic layer information associated with an event processing engine may be provided. The event processing engine may, for example, receive an event stream from a data source. According to some embodiments, the semantic layer information is defined by a semantic layer designer via a graphical user interface. At least one event processing language statement may be created based on (i) the continuous query definition parameters and (ii) the semantic layer information. The statement may then be provided to the event processing engine so as to establish a continuous query at the event processing engine, the continuous query providing output data based on events in the event stream. According to some embodiments, a continuous meta-query for a complex event processing engine is initially created. When a connection with a business user is subsequently established, a continuous user-query is initiated based on the continuous meta-query.

Systems and methods to create continuous queries via a semantic layer

A system includes a data structure comprising a plurality of mesh entities, the data structure associating each of the plurality of mesh entities with a respective name and a respective one or more attribute values, and associating each of the plurality of mesh entities with one or more relations to one or more other ones of the plurality of mesh entities. Some aspects include reception of a file comprising text, identification of text entities from the text, identification of first mesh entities from the plurality of mesh entities based on the identified text entities, determination, for each of the first mesh entities, of a name and one or more attribute values, and determination of a relevance associated with each identified text entity based on the determined name and one or more attribute values.

Text analysis to identify relevant entities

Apparatus, systems, and methods may operate to receive, sequentially, individual lines of information included in a file stored in an electronic storage medium; to locate one or more tables in a spreadsheet when at least two of the lines in a sequence are consecutive lines that begin with a non-empty cell and have a matching length; to determine a vertical orientation or a horizontal orientation of the tables based on an arrangement of the information within the lines and across the lines; and to create metadata from the information, based on the arrangement. The metadata may comprise object label names, object qualifications, and/or object data types. Additional apparatus, systems, and methods are disclosed.

Growing community of inventors

Levallois-Perret, France

Alexis Naibo