Patent Grant
10809901
The present application relates to software and more specifically to systems, user interfaces, and methods for accessing, displaying, organizing, and/or manipulating enterprise data.
Systems and methods for accessing enterprise data are employed in various demanding applications, including Business Intelligence (BI), Incentive Compensation (IC), Customer Relationship Management (CRM), Human Capital Management (HCM), and other Enterprise Resource Planning (ERP) systems.
Effective access to data and accompanying mechanisms for displaying and organizing the data are important for enabling informed enterprise decision making. An enterprise may maintain a broad Information Technology (IT) landscape, wherein different types of data are stored in multiple disparate databases. Accessing the data may require expertise spanning multiple disciplines.
Enterprises may lack highly effective mechanisms for integrating and presenting data from multiple sources in a single Graphical User Interface (GUI). Accordingly, when making important business decisions, businesses often contract experts to prepare specialized reports detailing information relevant to the business decisions. However, preparation of specialized reports can be costly, and the reports may be incomplete.
Accordingly, important business decisions are often made without complete knowledge of factors affecting the business decisions. Critical business decisions can be based upon guesses or gut feelings. Furthermore, important business opportunities, unexplored solutions to problems, or important decision-making options may be overlooked.
An example method facilitates integrating enterprise data from multiple sources in a common user interface to facilitate informed decision making. The example method includes displaying, via a first user interface display screen, a first set of one or more personnel icons representative of one or more enterprise personnel; providing a first user option to select one or more of the personnel icons, and displaying a second user interface display screen in response thereto. The second user interface display screen presents a first type of data that is associated with one or more selected personnel icons. The second user interface display screen further provides a second user option to select one or more user interface features representative of or associated with the first type of data to trigger display of a third user interface display screen. The third user interface display screen displays a second type of data that is associated with the first type of data.
Hence, in this example embodiment, context or information continuity is maintained between different user interface display screens by combining use of icons representative of persons and the ability to transition between different display screens that display different but related data pertaining to selected personnel icons. This contextual data navigation facilitates obtaining insight information with which to make informed decisions.
In an illustrative embodiment, the example method further includes providing a user option to perform an action affecting or changing enterprise data associated with one or more selected icons. The first type of data includes geographical information. The second user interface display screen includes a map depicting locations of one or more enterprise personnel associated with one or more selected personnel icons in the first user interface display screen.
The third type of data includes hierarchal data displayed via a hierarchy in the third user interface display screen. The hierarchy includes a graphical representation of one or more enterprise personnel associated with the one or more selected personnel icons. The example method further includes providing a user option to apply a color code or pattern code to the hierarchy, wherein the code is based on a metric associated with each person. Each person is associated with the one or more selected personnel icons.
In another example embodiment, the first type of data includes hierarchal data. The second user interface display screen includes a graphical depiction of an enterprise personnel hierarchy or portion thereof. The third type of data includes social network data. The third user interface display screen includes a graphical depiction of social network data indicating one or more social connections between one or more persons represented by the one or more selected personnel icons.
In another example embodiment, the first type of data includes performance data pertaining to one or more enterprise personnel represented by the one or more selected personnel icons. The second type of data that is displayed via the third user interface display screen further includes geographical information depicting sales performance of one or more enterprise personnel by region.
The example method further includes graphically depicting the first set of one or more personnel icons on a grid that includes a first axis and a second axis. The first axis represents a first metric, and wherein the second axis represents a second metric. The first metric and the second metric represent performance data or ratings associated with each enterprise person who associated with a depicted personnel icon. The grid includes plural sections. An additional user option enables a user to expand or magnify a section.
Examples of additional optional steps include providing a third user option to view one or more data trends associated with one or more enterprise personnel who are associated with one or more selected personnel icons; and providing a fourth user option to generate a report that includes information displayed during navigation between the first, second, and/or third user interface display screens.
Hence, certain embodiments discussed herein may provide an interactive view into data, e.g., by enabling a user to control how data is displayed and by enabling a user navigate data and view the data in selected formats, such as via a map view, hierarchy view, performance results view, and so on. Such data-navigation capabilities may facilitate maximizing situational awareness, i.e., decision-related business insight information, that is relevant to a given enterprise decision. Additional user options for performing actions affecting the data may facilitate implementation of decisions made in response to selective viewing of the data.
Hence, certain embodiments discussed herein may provide efficient and effective access to data maintained via multiple sources in enterprise computing environments. Such data-access mechanisms provide an interactive framework to support making informed business decisions.
Conventionally, extensive data mining and preparation of multiple customized reports prepared over time would be needed to support informed decision making. Embodiments discussed herein may provide more timely and complete business insight information while adding flexibility to support changes to underlying data and to implement business decisions by performing associated actions.
A further understanding of the nature and the advantages of particular embodiments disclosed herein may be realized by reference of the remaining portions of the specification and the attached drawings.
Although the description has been described with respect to particular embodiments thereof, these particular embodiments are merely illustrative, and not restrictive.
For example, while the present application is discussed with respect to systems and methods for facilitating access to and manipulation of enterprise data to facilitate informed decision making, embodiments are not limited thereto. For example, any computing environment, such as those employed in universities, governments, and so on, which rely upon efficiently mining large data stores, may benefit from data navigation, visualization, and manipulation methods disclosed herein.
Furthermore, while various embodiments disclosed herein employ icons representing persons (called personnel icons herein), embodiments are not limited thereto. Similar embodiments, wherein icons represent data objects not pertaining to persons, may be employed without departing from the scope of the present teachings. For example, other types of icons, such as icons representing products, budgets, business teams, business plans, goals, and so on, could be represented as icons that act as starting points for analysis and transitions between display screens.
For the purposes of the present discussion, a personnel icon may be any icon or other user interface feature that is representative of a person or an object associated with or characterizing the person.
An enterprise may be any organization of persons, such as a business, university, government, military, and so on. The terms “organization” and “enterprise” are employed interchangeably herein. A talent management system or application may be any software application or functionality for facilitating selecting, organizing, or managing enterprise personnel or tasks performed thereby. Personnel of an organization may include any persons associated with the organization, such as employees, contractors, board members, and so on.
Enterprise Resource Planning (ERP) software may be any set of computer code that is adapted to facilitate managing resources of an organization. Example resources include Human Resources (HR), financial resources, assets, employees, and so on, of an enterprise. The terms “ERP software” and “ERP application” may be employed interchangeably herein. However, an ERP application may include one or more ERP software modules or components, such as user interface software modules or components. An ERP system may be any infrastructure, i.e., resources, such as hardware and ERP software, used to facilitate managing resources of an organization.
For clarity, certain well-known components, such as hard drives, processors, operating systems, power supplies, and so on, have been omitted from the figures. However, those skilled in the art with access to the present teachings will know which components to implement and how to implement them to meet the needs of a given implementation.
The ERP system 12 includes plural data sources 18-24, which include databases for maintaining various types of data. The example data sources 18-24 include a Customer Relationship Management (CRM) system 18, a Human Capital Management (HCM) system 20, an Incentive Compensation (IC) system 22, and a reports repository 24. The data sources 18-24 are linked to a specialized Business Intelligence (BI) application 26, which includes a data aggregation module 28 for selectively retrieving data from or modifying data in the plural sources 18-24 in accordance with commands received from an insight/action Graphical User Interface (GUI) software application 30, as discussed more fully below.
The insight/action GUI software 30 communicates with the data aggregation module 28 and may further communicate with the client user interface 14 via the network 16. The example insight/action GUI software 30 includes a data visualization module 32, a report generator 34, an action module 36, and a monitoring module 38 in communication with a GUI controller 40.
Both the client user interface 14 and the GUI software 30 may include software components for generating display screens, and hardware components, such as monitors, keyboards, and so on, for interacting with user interface software of the client user interface 14.
Note that while various components 12, 14, 18-40 of the enterprise system 10 are represented by separate modules, various modules may be integrated or combined into one or more modules without departing from the scope of the present teachings. Furthermore, the ERP system 12 may be implemented on a single computer system or may be distributed among computing resources of a network.
In an example operative scenario, a user employs the client user interface 14 to interact with the insight/action GUI software 30 over the network 16. The GUI controller 40 receives user commands from the client user interface 14, and adjusts the user interface display screen data in response thereto. The user interface display screen data is forwarded to the client user interface 14 over the network 16 via the GUI controller 40 for display by the client user interface 14. Those skilled in the art with access to the present teachings may readily implement embodiments discussed herein without undue experimentation.
Based on user interaction with the client user interface 14, the controller 40 selectively fetches data from one or more of the data sources 18-24 and incorporates the data into a grid, chart, graph, or other user interface visualization via the data visualization module 32. The type of user interface visualization employed is controllable by input received from the client user interface 14 in response to user interaction therewith, as discussed more fully below. A presented user interface visualization acts as a viewing lens into the data maintained by the data sources 18-24.
For the purposes of the present discussion, a viewing lens may be any user interface display screen that is adapted to display data that has been filtered according to predetermined criteria. For example, a depiction of a map via a user interface display screen, where icons representative of persons are positioned on the map according to their addresses, represents an example viewing lens. The example viewing lens may be called a geographical viewing lens for viewing geographical data, where other types of data, such as sales performance, may be omitted, i.e., filtered from the display.
When the GUI controller 40 detects a command from the client user interface 14 indicative of a particular action request, the GUI controller 40 activates the action module 36 to facilitate changing or manipulating data maintained by one or more of the data sources 18-24 in accordance with the action request or command. The action module 36 may include machine-readable instructions, i.e., computer code, that is adapted to selectively alter or augment data stored via one or more of the data sources 18-24 based on user input from the client user interface 14.
For the purposes of the present discussion, an action may be any computer process or operation on underlying data, or may be another function, such as a navigation function that enables navigating to a different related menu item or user interface display screen.
Examples of actions include, but are not limited to: Human Resources (HR) transactions pertaining to a person or department, e.g., department reorganization, job reassignment, relocation, etc.; talent transactions, such as specification of a successor to a particular employee position; rewards finalization or granting; Customer Relationship Management (CRM) transactions, e.g., pertaining to sales quotas or territories; team creation; Key Performance Indicator (KPI) specification or goal setting; action plan creation and/or assignment; modifications to or creation of compensation plans; budget creation; creation of hiring or organizational plans, and so on.
The GUI controller 40 further includes instructions for interfacing the client user interface 14 with functionality provided by the monitoring module 38. The monitoring module 38 includes computer code for computing trend information based on historical data maintained by one or more of the data sources 18-24. For example, a user may employ the client user interface 14 to activate display of a history of performance ratings for particular enterprise personnel. In accordance with a trend analysis action or command from the user interface client 14, the monitoring module 38 retrieves historical data; calculates one or more trend indicators; and then forwards the result to the data visualization module 32 via the GUI controller 40. The data visualization module 32 then combines the trend data into a visualization, such as a graph, specified by a user who is interacting with the client user interface 14. Data for rendering the visualization is then forwarded to the client user interface 14 for display thereby.
A user may also employ the client user interface 14 and the insight/action GUI software 30 to generate a report based on data presented to the user during a data navigation session. During a particular navigation session, a user may navigate data stored via the data sources 18-24 while applying different visualizations or viewing lenses to the data.
In response to a command or request from the client user interface 14 specifying the generation of a report, computer code running on the GUI controller 40 activates functionality of the report generator module 34. The report generator module 34 may include computer code that is adapted to determine what information the user has navigated, and to assemble a corresponding report in response to the received command or request and the navigated data. The generated report may then be saved in the reports repository 24.
For the purposes of the present discussion, navigation may refer to a transition of a graphical user interface display from a first display of one or more objects to a second display of one or more objects in response to user selection of an object or control in the first display of one or more objects. A user is said to navigate data or to navigate a menu if the user selects one or more different displayed objects or items to activate other objects or items to be displayed.
An object, such as a data object, may be any grouping of or encapsulation of data and/or functionality. Examples of objects include classes or structures implemented via object-oriented programming languages; tables, rows, or records of a database; and so on. A representation of an object, i.e., a displayed object, may be displayed via graphical depiction, such as a menu item, dialog box, personnel icon, and so on. The graphical depiction of an object may also be called an object, a displayed object, or a node.
A visualization may be any graphical presentation of data resulting from an information visualization technique. Information visualization may be any process involving graphically representing data according to a method or scheme. Example visualizations include pie charts, treemaps, bar charts, graphs, and so on.
For the purposes of the present discussion, a breadcrumb may be any mechanism for indicating a previously visited and currently visited user interface display screen or menu item. In the present specific embodiment, a particular breadcrumb may act as a menu item upon user selection thereof. For example, a user may select “Talent Review” from the breadcrumb band 56 to access a main talent review screen.
The example user interface display screen 50 further includes a login-indicator section 54, which illustrates, for example, that a user named John Doe is currently logged into the BI application 26 of
A population filter section 62 includes various population filters 64, an active filter section 60, a holding area 68, and a summary section 70. The population filters 64 are adapted to facilitate selecting or filtering personnel icons 102 displayed via a grid 52, as discussed more fully below. A time slider bar 108 is adapted to enable a user to view positions of various personnel icons 102 at different previous times by dragging a slider 108. A show progress control 110 may enable automatic motion of the slider 108 in response to selection thereof, thereby enabling a user to view how personnel icons 102 progress across the grid 52 in time.
Certain user interface features, such as the menu bar 58, population filter section 62, slider bar, and show progress control 110 may operate similarly to corresponding user interface controls discussed more fully in the above-identified co-pending U.S. patent application Ser. No. 13/104,813, entitled STRATEGIC COLLABORATIVE SALES TEAM IDENTIFICATION/CREATION BASED UPON TALENT SCORE, CRM AND INCENTIVE COMPENSATION INSIGHT, filed on May 10, 2011, which is fully incorporated by reference herein.
The example grid 52 includes a vertical axis 72 and a horizontal axis 74, which represent values of a first metric and a second metric, respectively. The vertical axis 72 may represent, for example, a versatility metric associated with each of the plotted personnel icons 102. The horizontal axis 74 may represent, for example, a sales quota performance metric associated with each of the plotted personnel icons 102. Positions of the various personnel icons 102 on the grid 52 are determined according to the values of the first metric and the second metric associated with each of the personnel icons 102. Values of the first metric and the second metric may be included in objects associated with each of the personnel icons 102.
Versatility metrics and sales quota performance metrics represent performance data, also called performance information, associated with the personnel icons 102. For the purposes of the present discussion, performance data may be any information characterizing a performance of enterprise personnel. Additional examples of performance data include, knowledge metrics, reliability ratings, and so on.
A metric may be any measurement, parameter, or other indicator associated with a person or thing. Examples of metrics include sales performance scores, versatility levels, and so on. Versatility of a person may be any measurement quantifying or estimating the person's ability to adapt to various work environments or to accomplish a new set of enterprise objectives or tasks.
The example grid 52 includes nine sections, which may be assigned predetermined names to meet the needs of the present implementation. Note that while nine sections are shown (Section 1 through Section 9), fewer or more sections may be displayed, without departing from the scope of the present teachings.
Each of the nine sections includes a zoom control 104, which enables a user to zoom in on or otherwise expand a particular section in response to selection of the corresponding zoom control 104. Note that while a plus symbol is used to depict the zoom control 104, other symbols may be employed, or the zoom functionality may be activated by merely clicking on a predetermined region (lacking any visible control) of a section.
In the present example embodiment, a user has employed a marquee selection feature to select an example set of personnel icons 76. A user has employed a computer mouse dragged across a region of the grid 52 to select the personnel icons 76. Selection of the personnel icons 76 automatically activates a drop-down menu 78. Alternatively, the drop-down menu 78 may be activated after selection of the personnel icons 76 by activating a button, or by right-clicking a computer mouse. Note that such implementation details are implementation specific and may be altered to meet the needs of a given implementation, without departing from the scope of the present teachings.
The example drop-down menu 78, which is displayed in response to or after selection of the selected personnel icons 76, includes various user interface controls (selection options) for flipping selected icons to view data that appears to be positioned behind the icons; for viewing the icons on a map; for viewing certain statistics or results associated with each icon; for viewing a hierarchy associated with each person represented by one or the selected personnel icons 76; for activating a trend-analysis view for depicting trends of certain metrics associated with each of the selected personnel icons; for viewing a social network graph pertaining to persons represented by the selected personnel icons 76; for activating an actions menu, and so on.
In the present example embodiment, selection of an actions menu option from the drop-down menu 78 triggers display of a sub-menu 80. The sub-menu 80 provides a list of various user selection options for generating reports pertaining to the selected personnel icons 76; adding associated notes; zooming in, expanding, or magnifying selected personnel icons 76; adding goals for persons associated with selected personnel icons 76; sending messages to persons associated with the selected personnel icons 76; showing additional details pertaining to persons associated with the selected personnel icons 76; creating a team of persons associated with the selected personnel icons 76; implementing HR transactions pertaining to persons associated with the selected personnel icons 76, and so on. The actions sub-menu 80 may be scrolled to display additional user interface controls, i.e., selection options.
Note that the various user options illustrated in the drop-down menu 78 and actions sub-menu 80 are merely illustrative. Different, more, or fewer options may be provided to meet the needs of a given implementation, without departing from the scope of the present teachings.
Note that while a marquee select mechanism is discussed herein for selecting personnel icons, other selection methods may be employed, without departing from the scope of the present teachings. In a scenario wherein no personnel icons in the grid 52 are selected, all of the personnel icons 102 may be considered to have been selected. In this case, the drop-down menu 78 may be activated in response to right-clicking a computer mouse or via another mechanism. Furthermore, note that while various user interface controls, i.e., selection options, are provided in the drop-down menu 78 and sub-menu 80, the selection options may be provided via other types of user interface controls, without departing from the scope of the present teachings.
A navigation box 82 provides various user interface controls 84-90 for navigating to different user interface display screens with different viewing lenses, while maintaining data continuity or context between the lenses, as discussed more fully below. The example user interface controls 84-90 include a map view control 84, a hierarchy view control 86, a grid view control 88, and a results graph view control 90. For example, after selection of the personnel icons 77, selection of the grid view control 84 will transition the display screen 50 to a display screen illustrating geographical information associated with the personnel icons 76, as discussed below with reference to
The grid 52 is said to depict a first type of data associated with the personnel icons 102, including the selected icons 76. The first type of data includes versatility values and sales quota performance values associated with each personnel icon 102, as indicated by the positions of the personnel icons 102. A second type of data, such as geographical information, associated with the selected icons 76 may be displayed in response to selection of one of the controls 84-90 of the navigation box 82. Context between display screens is preserved, since the versatility and sales quota performance information and the subsequently displayed geographical information are all associated with selected personnel icons 76. Hence, certain information continuity or context is maintained between various display screens, i.e., data viewing lenses discussed herein.
For the purposes of the present discussion, geographical information may be any information that is or includes or refers to data that is related to a location or region.
The second user interface display screen 120 includes a map section 122, which may be displayed, for example, in response to selection of the “Map View” user option from the drop-down menu 78 of
As discussed with reference to
Various user interface display screens discussed herein, such as the first display screen 50 of
Additional insight, which may be considered a type of geographical information, may be provided by selectively coloring or patterning different regions on the map 124 according to a selected metric. For example, the map section 122 of the user interface display screen 120 includes metric-selection controls 128, which enable a user to select a type of metric to display. In the present example embodiment, the selected metric measures budget-versus-spending numbers, also called budget variance metrics.
Patterning options 130 provide options to adjust a pattern or coloring of a region based on the budget-versus-spending metrics associated with different regions. In the present example embodiment, a user has configured the patterning options 130 to display lighter colors for regions where the differences between specified budget levels and corresponding spending levels (i.e., budget minus spending) are greater than corresponding darker areas. The budget-versus-spending metrics may be calculated for an entire enterprise, or alternatively, may be calculated for individual persons corresponding to the displayed personnel icons 76. When the budget-versus-spending metrics are calculated and overlaid on the map 124 for an entire enterprise, the relative positions of the personnel icons 76 provide additional context for making comparisons from which to gather additional insight related to the personnel icons 76.
While the present embodiment illustrates example overlay of budget variance metric values, overlay of other types of information may be implemented. Furthermore, certain sections of a map may be expanded or zoomed in. Additional related map views may be accessed by selecting one or more navigation arrows 126 positioned in the map section 122. For example, a subsequent map view, activated via selection of one of the navigation arrows 126, could illustrate a breakdown of the map 124 by county as opposed to by state, as currently illustrated.
For the purposes of the present discussion, a hierarchy may be any arrangement of items, e.g., data objects, names, values, categories, and so on. The items may be ordered or positioned such that they exhibit superior or subordinate relationships with related items in a data set. A hierarchy may refer to a displayed representation of data items or may refer to data and accompanying relationships existing irrespective of the representation.
An enterprise personnel hierarchy may be any power structure or depiction thereof of personnel in an organization. The power structure may define powers or privileges of enterprise personnel. Personnel of an organization, i.e., enterprise personnel, may include any persons associated with the organization, such as employees, contractors, board members, and so on. Hierarchal data may be any information characterizing a hierarchy.
The displayed hierarchy 147 depicts five hierarchy nodes 148-156 corresponding to the five selected personnel icons 76 of
The example hierarchy nodes 148-156 include respective actions menus 158-166, which provide various user options to perform actions pertaining to each person associated with the nodes 148-156. Example user options for implementing actions are shown in an action drop-down menu 166 activated in response to user selection of the actions drop-down menu 158 of a first hierarchy node 148. Example user options provided via the drop-down menu 166 include showing additional details associated with the first node 148; setting or adjusting a sales quota for the person associated with the first node 148, applying a color code to the nodes 148-156, creating a budget for the person associated with the first node 148, and so on.
Note that application of a color code to the hierarchy 146 may cause the different nodes 148-156 to appear colored according to values of one or more metrics as specified via a selected coloring scheme. Selection of the “Apply Color Code” user option from the drop-down list 166 may activate an additional user interface display screen with user options for selecting metrics and coloring schemes for application to the hierarchy 146. Note that other types of data overlays or mechanisms for visually distinguishing a node based on a value of a metric associated therewith may be employed. For example, different background patterns, shapes, or sizes may be applied to the nodes 148-156 in accordance with a selected metric and scheme that maps the selected metric values to different patterns, shapes, sizes, etc.
Various personnel icons 184-192 depicted in the social network 182 are interconnected via lines illustrating social relationships, e.g., friend associations. Note that various additional user interface controls, drop-down menus, and so on, other than those shown in
The navigation box 82 provides additional controls 84-90 for navigating to or back to a different user interface display screen. Furthermore, note that the breadcrumb bar 56 may be employed in various user interface display screens discussed herein to facilitate navigating between display screens while maintaining context or information continuity or visual continuity.
Revenue generated is represented by a vertical axis 212, while the horizontal axis represents the person during 2009. An optional legend 216 indicates which bars of the graph 210 correspond to which persons associated with selected personnel icons, such as the icons 184-192 of
The graph 210 is provided in an analytics tab 202, which includes additional user interface controls 206 for selectively changing graph parameters to reveal additional insight information. A reports tab 204 may be selected to access various user interface controls for triggering generation of one or more reports.
A second step 224 includes providing a first user option to select one or more of the personnel icons and display a second user interface display screen in response thereto, wherein the second user interface display screen presents a first type of data associated with one or more selected personnel icons.
For the purposes of the present discussion, data is said to be associated with a personnel icon if it is part of a data object represented by the icon or is otherwise related, such as via a graphical depiction. For example, in a map that shows sales performance data of a company in combination with personnel icons positioned on the map, the performance data is said to be associated with the displayed personnel icons, whether or not all of the displayed data is directly associated with a particular displayed personnel icon.
The second user interface display screen may correspond to, for example, another one of the user interface display screens of
A third step 226 includes providing a second user option, via the second user interface display screen, to select one or more user interface features representative of the first type of data to trigger display of a third user interface display screen. The third user interface display screen presents a second type of data associated with the first type of data. The one or more user interface features may include, for example the personnel icons of
A fourth step 228 includes providing a user option to perform an action affecting or changing enterprise data associated with one or more selected icons. The action may include, for example, setting a sales quota or goal for a person associated with a particular personnel icon.
Note that the method 220 of
A subsequent GUI step 234 includes employing a graphical user interface in communication with the interfacing module to implement subsequent steps.
The subsequent steps include a first option-providing step 236, which includes providing a first user option to select a first viewing lens through which to view the data. The first viewing lens displays data that has been filtered according to the lens.
A subsequent depicting step 238 includes depicting a second user option, via the first viewing lens, to transition from displaying a first set of data via the first viewing lens to displaying a second set of data via a second viewing lens. The second set of data is related to one or more elements of the first set of data.
Next, an indicating step 240 includes indicating a relationship between one or more elements of the first set of data and one or more elements of the second set of data.
A subsequent providing step 242 includes providing a user option to perform an action affecting data maintained by one or more of the plural data sources.
The method 230 may be modified or altered without departing from the scope of the present teachings. For example, and additional step may be added, which includes employing the first viewing lens to provide a user option to navigate to the second set of data.
Although the description has been described with respect to particular embodiments thereof, these particular embodiments are merely illustrative, and not restrictive.
Any suitable programming language can be used to implement the routines of particular embodiments including C, C++, Java, assembly language, etc. Different programming techniques can be employed such as procedural or object oriented. The routines can execute on a single processing device or multiple processors. Although the steps, operations, or computations may be presented in a specific order, this order may be changed in different particular embodiments. In some particular embodiments, multiple steps shown as sequential in this specification can be performed at the same time.
Particular embodiments may be implemented in a computer-readable storage medium for use by or in connection with the instruction execution system, apparatus, system, or device. Particular embodiments can be implemented in the form of control logic in software or hardware or a combination of both. The control logic, when executed by one or more processors, may be operable to perform that which is described in particular embodiments.
Particular embodiments may be implemented by using a programmed general purpose digital computer, by using application specific integrated circuits, programmable logic devices, field programmable gate arrays, optical, chemical, biological, quantum or nanoengineered systems, components and mechanisms may be used. In general, the functions of particular embodiments can be achieved by any means as is known in the art. Distributed, networked systems, components, and/or circuits can be used. Communication, or transfer, of data may be wired, wireless, or by any other means.
It will also be appreciated that one or more of the elements depicted in the drawings/figures can also be implemented in a more separated or integrated manner, or even removed or rendered as inoperable in certain cases, as is useful in accordance with a particular application. It is also within the spirit and scope to implement a program or code that can be stored in a machine-readable medium to permit a computer to perform any of the methods described above.
As used in the description herein and throughout the claims that follow, “a”, “an”, and “the” includes plural references unless the context clearly dictates otherwise. Also, as used in the description herein and throughout the claims that follow, the meaning of “in” includes “in” and “on” unless the context clearly dictates otherwise.
Thus, while particular embodiments have been described herein, latitudes of modification, various changes, and substitutions are intended in the foregoing disclosures, and it will be appreciated that in some instances some features of particular embodiments will be employed without a corresponding use of other features without departing from the scope and spirit as set forth. Therefore, many modifications may be made to adapt a particular situation or material to the essential scope and spirit.
This application is a continuation of the following application, U.S. patent application Ser. No. 13/149,604, entitled SYSTEM FOR BUSINESS PORTFOLIO MODELING AND ANALYSIS, filed on May 31, 2011, which are hereby incorporated by reference, as if set forth in full in this specification. This application is related to U.S. patent application Ser. No. 13/104,813, entitled STRATEGIC COLLABORATIVE SALES TEAM IDENTIFICATION/CREATION BASED UPON TALENT SCORE, CRM AND INCENTIVE COMPENSATION INSIGHT, filed on May 10, 2011, which is hereby incorporated by reference, as if set forth in full in this specification for all purposes.
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| ProQuest—“Workstream Debuts Next-Generation Talent Management Suite”; Oct. 10, 2007; 4 pages. |
| Alexander, Ian; “Six Key Steps to Successfully Select and Implement a Performance Management System”; Nov. 5, 2008; 8 pages. |
| Microsoft Live Labs Pivot, from Wikipedia obtained at http://en.wikipedia.org/wiki/Microsoft_Live_Labs_Pivot; May 31, 2011; 2 pages. |
| Business Intelligence, from Wikipedia obtained at http://en.wikipedia.org/wiki/Business_Intelligence; May 31, 2011; 12 pages. |
| Oracle Fusion Applications—Oracle Fusion Talent Management Overview; Apr. 2011; 9 pages. |
| Number | Date | Country | |
|---|---|---|---|
| 20160328139 A1 | Nov 2016 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 13149604 | May 2011 | US |
| Child | 15214277 | US |
