DATA PROCESSING SYSTEMS, DEVICES, AND METHODS FOR CONTENT ANALYSIS

TECHNICAL FIELD

The present disclosure relates to systems, devices and methods for data processing. More particularly, the present disclosure relates to systems, devices and methods for aiding users in content analysis.

BACKGROUND

This section is intended to introduce the reader to various aspects of art that may be related to various aspects of the present techniques, which are described and/or claimed below. This discussion is believed to be helpful in providing the reader with background information to facilitate a better understanding of the various aspects of the present disclosure. Accordingly, the discussion should be understood that these statements are to be read in this light, and not as admissions of prior art. Likewise, in the present disclosure, where a document, act or item of knowledge is referred to or discussed, this reference or discussion is not an admission that the document, act or item of knowledge or any combination thereof was at the priority date, publicly available, known to the public, part of common general knowledge or otherwise constitutes prior art under the applicable statutory provisions; or is known to be relevant to an attempt to solve any problem with which the present disclosure is concerned.

U.S. Pat. No. 5,774,833 is herein incorporated by reference in its entirety.

U.S. Pat. No. 5,845,288 is herein incorporated by reference in its entirety.

U.S. Pat. No. 8,160,306 is herein incorporated by reference in its entirety.

A typical figure, such as an anatomical figure, an engineering figure, an architectural figure or a patent figure, contains certain elements that indicate by shape and size the nature of the object the figure is intended to depict. Often, included with these figure are alphanumeric reference characters which point to, and are placed next to, the element for which the element corresponds. A user viewing the figure typically has to read through a textual description of the figure, which may be many pages long or in a different location from the figure, to determine what element each alphanumeric reference character refers to, in order to understand the nature of the specific element, as well as the overall figure. This process may be time-consuming, expensive and error-prone.

While certain aspects of conventional technologies have been discussed to facilitate the present disclosure, no technical aspects are disclaimed. The claims may encompass one or more of the conventional technical aspects discussed herein.

BRIEF SUMMARY

The present disclosure addresses at least one of the above problems. However, the present disclosure may prove useful in addressing other problems and deficiencies in a number of technical areas. Therefore, the claims, as recited below, should not necessarily be construed as limited to addressing any of the particular problems or deficiencies discussed herein.

Example embodiments of the present disclosure provide systems, devices and methods for aiding users in content analysis.

An example embodiment of the present disclosure is a computer-implemented method which includes identifying a reference within a figure and an identifier in a text associated with the figure. The reference referring to an element depicted in the figure. The reference corresponding to the identifier. The identifier identifying the element in the text. The method further includes placing the identifier on the figure at a distance from the reference. The identifier visually associated with the reference upon the placing. The placing of the identifier on the figure is irrespective of the distance between the identifier and the reference.

In an example embodiment of the present disclosure the identifier is visually associated with the reference via at least one line displayed on the figure irrespective of the distance between the identifier and the reference.

In an example embodiment of the present disclosure the at least one line is colored for visual distinction.

In an example embodiment of the present disclosure the identifier is visually associated with the reference via a geometric shape displayed on the figure, the shape enclosing the reference and the identifier on the figure.

In an example embodiment of the present disclosure the shape is colored for visual distinction.

In an example embodiment of the present disclosure the identifier is colored on the figure for visual distinction.

In an example embodiment of the present disclosure the computer-implemented method may further provide for printing the figure after the placing of the identifier on the figure, the printed figure including both the identifier and the reference.

In an example embodiment of the present disclosure the placing of the identifier on the figure is user-customizable.

In an example embodiment of the present disclosure the figure and the text are stored in different locations.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, if the text associates an another identifier with the reference, placing the another identifier on the figure adjacent to the identifier without overlapping the identifier.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, receiving the figure from an image capture device before the identifying of the reference within the figure.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, performing a frequency analysis before the placing of the identifier on the figure when the identifier conflicts with an another identifier in the text.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, performing optical character recognition on the text to aid in identifying the identifier.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, creating a bidirectional hyperlink relationship between the reference in the figure and the identifier in the text.

In an example embodiment of the present disclosure the identifier is placed on the figure on an axis of orientation such that a viewer avoids rotating the figure to read the identifier.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, translating the identifier into a language different from the text, the figure including the translated identifier.

In an example embodiment of the present disclosure the identifier and the reference are placed apart from each other in the figure so as to make readability easier while having a proper scale and being compliant with at least one of preselected and customized margins.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, avoiding the placing of the identifier on the figure if the identifier is associated with at least one of length, width, depth, volume, diameter, radius, density and direction.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, repeating the process for a plurality of references within the figure.

In an example embodiment of the present disclosure the computer-implemented method may further provide for, printing the figure after the replacing of the reference with the identifier, the printed figure including the identifier but not the reference.

The present disclosure may be embodied in the form illustrated in the accompanying drawings. Attention is called to the fact, however, that the drawings are illustrative. Variations are contemplated as being part of the disclosure, limited only by the scope of the claims. The above and other features, aspects and advantages of the present disclosure will become better understood to one skilled in the art with reference to the following drawings, detailed description and appended claims.

BRIEF DESCRIPTION OF DRAWINGS

The accompanying drawings, which are incorporated into and form a part of the specification, illustrate example embodiments of the present disclosure. Together with the detailed description, the drawings serve to explain the principles of the present disclosure. The drawings are only for the purpose of illustrating example embodiments of the present disclosure and are not to be construed as necessarily limiting the disclosure. Like numbers can refer to like elements throughout. The above and other aspects, advantages and features of the present disclosure will become better understood to one skilled in the art with regard to the following description, appended claims and accompanying drawings where:

FIG. 1 is a flowchart of an example embodiment of a visual association process according to the present disclosure;

FIG. 2 is a flowchart of another example embodiment of a visual association process according to the present disclosure;

FIG. 3 is a flowchart of yet another example embodiment of a visual association process according to the present disclosure;

FIGS. 4a-4e are diagrams depicting an example embodiment of a process of visual association according to the present disclosure;

FIGS. 5a-5c are diagrams depicting another example embodiment of a process of visual association according to the present disclosure;

FIGS. 6a-6b are diagrams of an example embodiment of a figure before and after visual association according to the present disclosure;

FIG. 7 is a network diagram of an example embodiment of a network within which visual association is performed according to the present disclosure; and

FIGS. 8a-8b are diagrams of an example embodiment of a figure before and after visual association according to the present disclosure.

DETAILED DESCRIPTION

The present disclosure will now be described more fully with reference to the accompanying drawings, in which example embodiments of the disclosure are shown. The disclosure may, however, be embodied in many different forms and should not be construed as being limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of the disclosure to those skilled in the art.

According to principles of the present disclosure, any verbs as used herein can imply direct or indirect, full or partial, action or inaction. For example, when an element is referred to as being “on,” “connected” or “coupled” to another element, the element can be directly connected or coupled to the other element or intervening elements may be present. In contrast, when an element is referred to as being “directly connected” or “directly coupled” to another element, there are no intervening elements present.

Although the terms first, second, etc. may be used herein to describe various elements, components, regions, layers and/or sections, these elements, components, regions, layers and/or sections should not be limited by these terms. These terms are only used to distinguish one element, component, region, layer or section from another element, component, region, layer or section. Thus, a first element, component, region, layer or section discussed below could be termed a second element, component, region, layer or section without departing from the teachings of the present disclosure.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be necessarily limiting of the disclosure. As used herein, the singular forms “a,” “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises,” “includes” and/or “comprising,” “including” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.

Unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the relevant art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.

Furthermore, relative terms such as “below,” “lower,” “above,” and “upper” may be used herein to describe one element's relationship to another element as illustrated in the accompanying drawings. It will be understood that relative terms are intended to encompass different orientations of the device in addition to the orientation depicted in the accompanying drawings. For example, if the device in the accompanying drawings is turned over, elements described as being on the “lower” side of other elements would then be oriented on “upper” sides of the other elements. Similarly, if the device in one of the figures is turned over, elements described as “below” or “beneath” other elements would then be oriented “above” the other elements. Therefore, the example terms “below” and “lower” can, therefore, encompass both an orientation of above and below.

If any disclosures are incorporated herein by reference and such incorporated disclosures conflict in part or whole with the present disclosure, then to the extent of conflict, and/or broader disclosure, and/or broader definition of terms, the present disclosure controls. If such incorporated disclosures conflict in part or whole with one another, then to the extent of conflict, the later-dated disclosure controls.

FIG. 1 is a flowchart of a visual association method according to the first embodiment of the present disclosure. A process 100 includes blocks 110-120. Process 100 can be performed via a single core processor or a multi-core processor, irrespective of whether the cores are local to each other.

Block 110 includes matching a reference in a figure to an identifier found in a text corresponding to the reference which identifies the element referred to by the reference. The reference in the figure is an alphanumeric character visually referring to an element of the figure. One or more alphanumeric characters may be used, or even non-alphanumeric character references may be used. The reference can be or include symbols as well. An identifier is a name or brief description of the element, which is often textually described. Alternatively, the identifier can even include a plurality of terms, a sentence or even a paragraph.

Typically, the name of the element is disclosed in a description of the figure. For example, in a figure of a patent application, the number 10, which is a reference, can visually refer to an element of the figure, such as a chair. The word “chair” is an identifier that is disclosed in the specification describing the figure of the patent application.

Block 120 includes visually associating in the figure the identifier with the reference. Block 120 can be performed close in time or far apart in time to block 110. One way of visually associating the identifier with the reference is by placing the identifier adjacent to the reference. Alternatively, non-adjacent visual association is possible as well where the identifier refers to the reference irrespective of where the identifier is placed on the figure. Thus, the term “chair” does not have to be adjacent to reference 10. As long as there is a visual association between the term “chair” and reference 10, even if the term “chair” is at a far distance from reference 10, such as, for example, at a corner of the page of the figure, a bottom center or top center of the page of the figure, along a left or right side of the page of the figure, a user can easily identify what the reference 10 is referring to. An example of an adjacent visual association is if the number 10 in the figure refers to a chair, then the word “chair” is placed adjacent to the number 10. Thus, a viewer of the figure, such as a student, a scientist, a hobbyist, an engineer or a patent professional, can easily identify what the reference 10 is referring to without having to peruse the text to find the identifier. Visual associating an identifier with a corresponding reference, even when the two are not adjacent, is described herein.

FIG. 2 is a flowchart of a visual association method according to the first embodiment of the present disclosure. A process 200 includes blocks 210-250.

Block 210 includes searching within a figure for a reference referring to an element of the figure. One way of performing the searching is via computer vision or computer pattern recognition, such as optical character recognition (OCR). The computer searches the figure to locate references, such as alphanumeric and non-alphanumeric characters referring to elements in the figure. In an example embodiment, the searching within the figure for the reference can be within selective geographic regions of the figure. A determination can be made of which selective geographic regions of the figure can be performed automatically, via a preset rule or manually. Alternatively, the figure can be searched via text searching.

Block 220 includes copying the found references into a data structure. One example of a data structure is a list or an array. One example of the found reference is an alphanumeric character, such as the numbers 10 or 20. Block 230 includes searching within a text describing the figure for an identifier corresponding to the reference. Although typically a single reference refers to a single identifier, a possibility exists of another type of correspondence, such as one to many, many to one, or many to many. In such a case, either an error message is generated and displayed, for example, adjacent to the reference. Alternatively, a mode computation/frequency analysis with respect to the reference or the identifier is made, from which it is determined which identifier should be displayed adjacent to a reference, the mode term is flagged and the mode term is used for any subsequent blocks. The flagging can be used later to visually indicate potential imprecision of visual association.

In an example embodiment of the present disclosure, the searching within the text describing the figure can be done within only selective portions of the description as selected by the user, whether a human or a machine/software. A determination of which selective portions of the description can be made automatically via a preset rule or manually.

Block 240 includes copying the found identifier into the data structure. Block 250 includes visually associating in the figure the identifier with the reference.

FIG. 3 is a flowchart of yet another example embodiment of a visual association process according to the present disclosure. A process 300 includes blocks 310-340.

Block 310 includes searching within a text describing a figure for an identifier corresponding to a reference referring to an element within the figure. The text searching can include OCR.

Block 320 includes storing the found identifier in a data structure.

Block 330 includes searching the figure for the reference. One way of searching the figure for the reference is to create a map of locations where in the figure the references are located. Another way of searching the figure for the reference is to search for a presence of just the reference.

Block 340 includes visually associating in the figure the stored identifier with the found reference.

FIGS. 4a-4e are diagrams depicting an example embodiment of a process of visual association according to the present disclosure.

FIG. 4a depicts a patent figure prior to visual association. Although depicted figure is a patent figure, other types of figures, such as architectural, engineering, anatomical, scientific, historical, blueprints, financial or geographical figures, having a textual description of the figures can be used as well. Any type of content can be depicted in the figure. The figures can be any types of diagrams, flowcharts or tree diagrams. The figures can be depicted in any type of views, such as a side view, a perspective view, a top view or bottom views. The figures can be grayscale, white/black or color. The figures can be linked or broken into a plurality of sub-figures depicting one object together. The figures can be drawn by hand, created via a computer or automatically drawn.

FIG. 4b depicts references stored within a data structure, such as a table or an array. The references are obtained from analyzing, via a computer, FIG. 32 as depicted in FIG. 4a. The analyzing can be performed via OCR or other processes as known in the art.

FIG. 4c depicts descriptive text, such as a patent detailed description, describing elements depicted in FIG. 4a. The elements are referenced by the references shown in FIG. 4a and stored within the data structure of FIG. 4b. The descriptive text can be stored in the same file as FIG. 32 as depicted in FIG. 4a or the descriptive text can be stored in a file different file, whether one a same computer or a different computer, from the file containing FIG. 32 as depicted in FIG. 4a.

FIG. 4d depicts the data structure after the descriptive text depicted in FIG. 4c has been parsed and matched accordingly, which can occur in one or more steps/processes. As shown in FIG. 4d, paragraph [0079] has been parsed according to the references stored in the data structure and corresponding identifiers are stored in the data structure. Thus, the data structure stores the identifiers corresponding to the references.

FIG. 4e depicts different ways of visually associating the identifiers with the references.

Identifier “first database” is placed adjacent to reference 10 using a line. The identifier can be in the same font or font size as the rest of the figure, as determined automatically via a computer or manually via a user, or the font or font size can be different, as determined automatically via a computer or manually via a user. The identifier, the reference or the line can be highlighted. The line can also visually associate a plurality of elements. The line can be a straight line or a curved/zigzag line. The line can be without any gaps or the line can be defined via a plurality of closely spaced elements, which can be iconic, symbolic or alphanumeric. The line can be a plurality of aligned or parallel lines. The line can be placed over other elements or avoid placement over other elements, references or identifiers. The computer can be programmed to determine how to properly place the line, such as to place or avoid placing over other elements, references or identifiers. Alternatively, the user can select how to properly place the line or maneuver/drag the line on the figure. The line, the reference or the identifier or any of their portions can be of any color. A user or a computer can automatically select colors. The line can be colored to be visually distinct from the reference, the identifier or the element or other elements, references or identifiers. The line can be hyperlinked, whether uni-directionally or bi-directionally. Upon clicking, the hyperlink can lead to other elements, references and identifiers whether in the present figure, other figures, the text description or other text descriptions. Upon clicking, the hyperlink can allow for popups, hover-overs or slide-outs to disclose information relating to the element, reference or identifier or other elements, references or identifiers.

In an alternative example embodiment, visual association can be performed via placing the identifier adjacent to the reference and placing a shape, such as a rectangle, a box, a circle, an oval, a trapezoid or any other shape, over the reference and the identifier on the figure. The shape can fully or partially encompass the identifier and the reference. The shape delineation, the shape background or foreground, the identifier, the reference or any of their portions can be colored for visual distinction. The shape can be defined via a single line or a plurality of lines, dots, minuses, pluses or other visual elements, including alphanumeric characters. The shape can be a bubble, whether a popup, a hover-over or slide-out. The shape can be hyperlinked. The identifier can be hyperlinked, whether uni-directionally or bi-directionally. Upon clicking, the hyperlink can lead to other elements, references and identifiers whether in the present figure, other figures, the text description or other text descriptions. Upon clicking, the hyperlink can allow for popups, hover-overs or slide-outs to disclose information relating to the element, reference or identifier or other elements, references or identifiers.

Identifier “CPU” replaces the reference 20 as depicted in FIG. 4a. The identifier can be in the same font or font size as the rest of the figure, as determined via automatically via a computer or manually via a user, or the font or font size can be different, as determined via automatically via a computer or manually via a user. The identifier can also visually associate a plurality of elements. The identifier, the reference or the line can be highlighted. The identifier can be placed over other elements or avoid placement over other elements, references or identifiers. The computer can be programmed to determine how to properly place the line, such as to place or avoid placing over other elements, references or identifiers. Alternatively, the user can select how the identifier replaces the reference in the figure. The identifier or any of its portions can be of any color. A user or a computer can automatically select colors. The identifier can be colored to be visually distinct from the reference, the identifier or the element or other elements, references or identifiers. The identifier can be hyperlinked, whether uni-directionally or bi-directionally. Upon clicking, the hyperlink can lead to other elements, references and identifiers whether in the present figure, other figures, the text description or other text descriptions. Upon clicking, the hyperlink can allow for popups, hover-overs or slide-outs to disclose information relating to the element, reference or identifier or other elements, references or identifiers.

Identifier “second database” is placed within the element corresponding to the reference 30. The element, such as its location, size or shape, is automatically determined by a computer using various software algorithms as known in the art. These algorithms can employ computer vision/pattern recognition. The algorithms can refer to element library as publically or privately available. Such library can be stored on the computer or available via the Internet. The algorithms can also determine the element via determining meaning of the identifier as looked up in internal or external library/database. The element can be filled with color for visual distinction. The color can be manually selected by a user or the color can be automatically selected by a computer. A plurality of identifiers, whether identifying same or different element, can be placed within the element and can be visually distinct from other elements, references and identifiers. The identifier, the reference or the line can be highlighted. The identifier can be in the same font or font size as the rest of the figure, as determined via automatically via a computer or manually via a user, or the font or font size can be different, as determined via automatically via a computer or manually via a user. The identifier can also visually associate a plurality of elements. The identifier can be placed over other elements or avoid placement over other elements, references or identifiers. The computer can be programmed to determine how to properly place the line, such as to place or avoid placing over other elements, references or identifiers. Alternatively, the user can select how the identifier replaces the reference in the figure. The identifier, the reference or any of their portions can be of any color. The identifier can be colored to be visually distinct from the reference, the identifier or the element or other elements, references or identifiers. The identifier can be hyperlinked, whether uni-directionally or bi-directionally. Upon clicking, the hyperlink can lead to other elements, references and identifiers whether in the present figure, other figures, the text description or other text descriptions. Upon clicking, the hyperlink can allow for popups, hover-overs or slide-outs to disclose information relating to the element, reference or identifier or other elements, references or identifiers.

Regardless of visual association, a user can select or a computer can automatically decide to shrink or compact the figure so as to allow for placement of the identifier or a plurality of identifier so as to allow for readability of the identifier or the plurality of the identifiers. For example, font sizes can be automatically increased.

Any method of visual association can allow for any portion of any element, identifier, reference, line, shape, character, symbol, tag, hyperlink or any other way of visual association to be of any color or any color for visual distinction. Any of these types of visual association can be automatically or manually combined in any way and any of these types of visual association can be automatically or manually be made visually distinct from other references or identifiers. For example, a computer can automatically determine how to visually associate and such determination can mix and match different types of visual associations. Such mix and match can depend on the context or content of the figure, such as whether to write over or avoid writing over other elements, references or identifiers. One element can be visually associated with all or less than all ways of visually associating.

FIGS. 5a-5c are diagrams depicting another example embodiment of a process of visual association according to the present disclosure.

FIG. 5a depicts descriptive text, such as a patent detailed description, describing various elements in a corresponding figure, in which the elements are referenced by references and named via identifiers.

FIG. 5b depicts a data structure after the descriptive text depicted in FIG. 5a has been parsed, matched and stored in the data structure. As shown in FIG. 5b, paragraph [0079] has been parsed and matched by the references and corresponding identifiers and stored in the data structure. Thus, the data structure stores the identifiers corresponding to the references.

FIG. 5c depicts different ways of visually associating the identifiers with the references. Identifier “first database” is adjacent to reference 10. Identifier “CPU” replaces the reference 20. Identifier “second database” is placed within the element corresponding to the reference 30.

Any of these types of visual association can be automatically or manually combined in any way, even with FIGS. 4a-4e, and any of these types of visual association can be automatically or manually be made visually distinct from other references or identifiers.

FIGS. 6a-6b are diagrams of an example embodiment of a figure before and after visual association according to the present disclosure. FIG. 6a depicts a microphone pen before visual association. FIG. 6b depicts the microphone pen after visual association. Each identifier as depicted in FIG. 6b can be visually associated with a reference as depicted in FIG. 6a that the identifier replaced. For example, as shown in FIG. 6b, the identifier “chamber” can be visually associated with the reference 204 using any visual association methods as described herein.

FIG. 7 is a network diagram of an example embodiment of a network within which visual association is performed according to the present disclosure. A network 700 includes a user computer 710 connected to a network, such as the Internet. A first server 720 and a second server 730 are accessible via the network.

Any one or all or computer 710 and servers 720 can be any type of a computer, such as a desktop, a laptop, a mainframe, a cloud-computing system, a smartphone, a tablet computer or a workstation.

Visual association, as described herein, can be performed locally on user computer 710 by a program installed on a hard disk or can be run as a module within other software, such as a word processing application, a browser or a mobile app. Alternatively, visual association can be performed via a website or a web portal. Alternatively, visual association can be performed by first server 720 wherein a user of user computer 710 accesses first server 720, performs the visual association on a selected figure or a file and then downloads the visually associated figure or the file. More alternatively, visual association can be performed by first server 720 on a set files which are then stored in a database on second server 730. Then, a user of user computer 710 accesses second server 730 to download a selected visually associated figure or a visually associated file.

The visual associating may include printing the visually associated file or a figure of the file or a section of the figure. When printing multiple pages with the visually associated figures on the same sheet, the visual association of one page avoids interfering with visual association of other sheets. Also, the visually associating can be performed according to a view of the figures, wherein the view is a portrait view or a landscape view.

In an example embodiment, the visually associating is performed according to a preset rule, such as placing the identifier a certain distance from the reference or visually associating in a way such that all identifiers fit on a single screen or a page. The distance can be manually selected. Alternatively, the distance can be automatically selected by a computer upon analysis of a section of the figure or the figure to determine optimal placement and/or method of visual association.

In an example embodiment, in a computer network environment, one user can perform a visual association process, store and allow access to the visually associated file (old one or create new one) to other users. Thus, other users can avoid repetition of the visual association process in order to improve efficiency.

In an example embodiment, upon matching of the references and identifiers, the method can further display or be used for data mining, such as determining which elements have missing references or identifiers.

In an example embodiment, the visual associating can be performed on a section of a figure, a single FIGURE, multiple figures within a file, a single FIGURE within each of multiple files, multiple figures in multiple files, or via a directory within memory storing a plurality of files with figures.

Even though the figure and the description can be stored in one computer file, the figure and the description can be stored in multiple computer files, in one or multiple computers, and/or in one or multiple distinct locales. Further, the figure can be obtained from an image capture device, such as a scanner, and matched with the description. Likewise, the description can be automatically or manually obtained from a description database, such as a patent text database or a digital textbook, and then automatically or manually matched with the figure. Also, although a single FIGURE and a single description are described, multiple figures can be one described as one figure and one figure can be described in multiple descriptions and if identifiers conflict, then a frequency analysis can be used or a preset rule can be invoked. Moreover, if a description of the figure is an image, then text within the image can be recognized via OCR technology and then parsed as described herein.

In an example embodiment, in the figure, by selecting the reference, the element or a portion of the element itself, such as by clicking on the element/reference or by hovering the mouse over the element/reference, the user may cause to be dynamically displayed, such as adjacent to the reference or element or visually associated with the reference/element, an identifier associated with a respective reference. Since each element or a portion thereof is associated with a different reference, moving the mouse from one element to another enables the reference associated with the another element to be displayed as described herein.

In an example embodiment, in a patent application or a patent grant stored in a computer accessible file, if the user selects at least one word in a claim and that selected word is shown in a figure, as determined by the parsing and identification from the description and location via the reference in the figure, then the element in the figure and/or the numeral corresponding to the element will be highlighted or shown in a new window or bubble or any other type of data display that inform the user of the location of the at least one word in the claim. This allows the user to quickly find the associated figure or element in the figure for further understanding of the text. Similarly, the user can do the reverse, whereby the user selects an element of the figure, which highlights a corresponding associated text in the description or the concept in a claim, such as a noun, by showing in a new window or bubble or any other type of data display that inform the user of the location of the at identifier.

In an example embodiment, in a patent application or a patent grant stored in a computer accessible file, after parsing and visually associating, the data can be viewed via calendar views, such as for a continuation-in-part patent application where a date or dates of filing or priority can be associated with references/identifiers to identify newly added subject matter, alerts, such as via conflicting references/identifiers, information bubbles associated with references/identifiers, color variances for references/identifiers, such as user-customizable color palettes for each or all or any as desired references/identifiers.

In an example embodiment, in a figure, after parsing and corresponding references to identifiers or vice versa, a listing of references and corresponding identifiers can be displayed on a side of the figure or corner of the page or anywhere else away from the actual figure in a form of a table or any other representation of data that allows the user to easily identify which identifiers the references refer to. This can be done simultaneously with or alternatively to the visual association as described herein.

In an example embodiment, a figure or a plurality of figures can be adjusted to have a same or similar axis of orientation to allow for convenient reading of the figure. Likewise, in one or more figures, references or identifiers can be placed or adjusted or rotated or moved to have a similar axis of orientation so as to be viewed without rotating the figure or the figures. Fonts or font sizes can be automatically adjusted as well.

In an example embodiment, after parsing and matching the identifiers and the references on at least one figure, the user can click the reference/identifier to jump or lead to a first instance of such reference/identifier in the description or the claims or the figure.

In an example embodiment, after parsing and matching the identifiers and the references on at least one figure, upon clicking/hovering over/selecting the reference, a scrollable/expandable/window with a description of at least a portion of the figure or a specific description of the element corresponding to the selected reference is shown.

In an example embodiment, whether before, during or after parsing and matching the identifiers and the references on at least one figure or a section of the figure, at least one of the references or identifiers in the figure can be translated into any human language. The language can be as selected from a menu provided to a user or automatically detected via a computer, whether local or remote, and then facilitate translation. The translation can occur via using online translation engine, such as Google Translate, or locally, via locally stored translation library or using a computer's operating system. The translation can occur before, during or after the placing of the identifier on the figure.

In an example embodiment, in a patent application or a patent grant stored in a computer accessible file, manually select a plurality of words from at least one independent claim or automatically parse at least one independent claim into a plurality of nouns and match via searching the plurality of words or the parsed nouns to at least one visually associated figure that contains the plurality of words or the parsed nouns in another patent application or another patent grant stored in another computer accessible file on a network source, such as a database hosted on a server. Also, any other visually associated figures in other literature or websites or applications can be matched to as well. Thus, this method can be used to identify an anticipation rejection compliant with at least US patent law.

In an example embodiment, in a patent application or a patent grant stored in a computer accessible file, manually select a plurality of words from at least one independent claim or automatically parse at least one independent claim into a plurality of nouns and match via searching the plurality of words or the parsed nouns to at least one figure in the same file. Then, at least temporarily hiding, such as via placing white space or color contrasting or putting an X through, the references or the identifiers in the figure that are not associated or correspond to the nouns or the words. Thus, only references having identifiers associated with the claim are shown in the figure.

In an example embodiment, references and identifiers are placed apart from each other in the figure so as to make readability easier while being compliant with preselected or customized margins and having a proper scale.

In an example embodiment, some measurements, such as length, width, depth, volume, diameter, radius, density, direction, can remain unlabeled. Such measurements can be detected by presence of various signs, such as arrows on the figure or when the text identifies the identifiers as such.

In an example embodiment, via the disclosure the user can determine whether a claimed element is in the specification or the figure.

In an example embodiment, an examiner can put on 3d glasses, such as made by Nvidia, and perform any disclosures provided herein without running visual association process on the actual file having references and identifiers. Rather, the disclosure as described herein is performed by the software for the glasses.

In an example embodiment, the disclosed technology can ensure a figure's compliance with 37 CFR 1.83 or 1.84 and display warnings if the figure is not compliant. For example, if the figure has improper margins, fonts, font sizes, colors, the disclosed technology can notify non-compliance with 37 CFR 1.83 or 1.84.

In an example embodiment, the disclosure can be performed on one file, a plurality of files or portions retrieved from a plurality of files. Also, the disclosure can be performed via one or a plurality of computers or servers. Also, the files can be stores on one computer or a plurality of computers in any way. Also, the disclosure can be performed locally or remotely or on one computer or a software app or over a computer network, such as the Internet.

In an example embodiment, visual association can be performed on a video showing a plurality of images or figures where the video is associated with text mentioning the elements as shown in the video. The video can have audio reading the text.

In an example embodiment, any portion of any embodiments or permutations thereof, as described herein, can be combined in any way according to the principles of the present disclosure.

FIGS. 8a-8b are diagrams of an example embodiment of visual association a figure before and after visual association according to the present disclosure. Any of the methods of visual association can be combined in any way. For example, although one figure can be visually associated in one method of visual association, the one figure can include multiple methods of visual association. When a plurality of figures is desired to be visually associated, then all or less than all figures can be associated in a same or different ways. Any elements, references, identifiers, methods of visual associations or portions thereof can be hyperlinked. When a computer decides which visual method to employ, then the computer uses algorithms which look for presence of empty space, such as white space, near the reference to place the identifier, possibility of reference/visual association placement over other elements, references, identifiers or methods of visual association, size of the figure or portion of the figure, screen space, font size, colors, speed/memory of computer or web connection, user confusion (as defined by a user or programmed in advance) and other similar concerns.

Note that reference 180 within the element has been replaced with identifier “base” within the element corresponding to reference 180. The identifier can be colored for visual distinction or be same color as at least a portion of the figure. A user can select or a computer can automatically determine as to how to most optimally visually associate. With the reference 180, the computer automatically chose to write within the element.

Note that references 96 and 120 outside of their elements have been replaced with identifiers “cylinder” and “center” outside of their elements corresponding to references 96 and 120. Alternatively, such replacement could be done within the elements, like done regarding reference 180. The identifiers can be colored for visual distinction or be same color as at least a portion of the figure. A user can select or a computer can automatically determine as to how to most optimally visually associate. With the references 96 and 120, the computer automatically chose to replace the reference.

Note that reference 206 has been visually associated via an alphanumeric character corresponding to a plus symbol. Alternatively, non-alphanumeric character, such as a symbol or an icon, can also be used. The character or the reference can be can be colored for visual distinction or be same color as at least a portion of the figure. A user can select or a computer can automatically determine as to how to most optimally visually associate. With the reference 206, the computer automatically chose to write within the element.

Note that reference 140 has been visually associated via a line defined via a broken line visually associating over at least one element. The line indicates the identifier “drum” corresponding to the reference 140. The line, the reference or identifier can be can be colored for visual distinction or be same color as at least a portion of the figure. A user can select or a computer can automatically determine as to how to most optimally visually associate. With the reference 140, the computer automatically chose to use a broken line method over the at least one element.

Note that reference 128 has been visually associated via an identifier “rod” placed near the reference 128 and a shape placed around the reference 128 and the identifier “rod.” The shape can be a rectangle, a box, a circle, an oval, a trapezoid or any other shape. The shape can fully or partially encompass the identifier and the reference. The shape delineation, the shape background or foreground, the identifier or the reference can be colored for visual distinction. The shape can be defined via a single line or a plurality of lines, dots, minuses, pluses or other visual elements, including alphanumeric characters. The shape can be a bubble, whether a popup, a hover-over or slide-out. The shape can be hyperlinked. The identifier can be hyperlinked, whether uni-directionally or bi-directionally. Upon clicking, the hyperlink can lead to other elements, references and identifiers whether in the present figure, other figures, the text description or other text descriptions. Upon clicking, the hyperlink can allow for popups, hover-overs or slide-outs to disclose information relating to the element, reference or identifier or other elements, references or identifiers. A user can select or a computer can automatically determine as to how to most optimally visually associate. With the reference 128, the computer automatically chose to the shaping method.

Note that reference 126 has been visually associated with identifier “pipe” via an unbroken line in a non-adjacent manner i.e. irrespective of the distance between the reference 126 and the identifier “pipe.” The element, the line, the reference, the identifier or any portions thereof can be colored for visual distinction or be same color as at least a portion of the figure. A user can select or a computer can automatically determine as to how to most optimally visually associate. With the reference 126, the computer automatically chose to the unbroken line method.

Note that reference 166 has been visually associated with identifier “plate” via a broken line in a non-adjacent manner i.e. irrespective of the distance between the reference 126 and the identifier “pipe.” The element, the line, the reference, the identifier or any portions thereof can be colored for visual distinction or be same color as at least a portion of the figure. A user can select or a computer can automatically determine as to how to most optimally visually associate. With the reference 166, the computer automatically chose to the broken line method to associate over other elements and association over other references, identifiers, methods of visual association or any portions thereof can also be performed.

As will be appreciated by one skilled in the art, aspects of the present disclosure may be embodied as a system, method or computer program product. Accordingly, aspects of the present disclosure may take the form of an entirely hardware embodiment, an entirely software embodiment (including firmware, resident software, micro-code, etc.) or an embodiment combining software and hardware aspects that may all generally be referred to herein as a “circuit,” “module” or “system.” Furthermore, aspects of the present disclosure may take the form of a computer program product embodied in one or more computer readable medium(s) having computer readable program code embodied thereon.

Any combination of one or more computer readable medium(s) may be utilized. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus or device.

A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate or transport a program for use by or in connection with an instruction execution system, apparatus or device.

Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.

Computer program code for carrying out operations for aspects of the present disclosure may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C++ or the like and conventional procedural programming languages, such as the “C” programming language or similar programming languages. Other types of programming languages include HTML5, Flash and other similar languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet Service Provider).

Aspects of the present disclosure are described below with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the disclosure. It will be understood that each block of the flowchart illustrations and/or block diagrams, and combinations of blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer readable medium that can direct a computer, other programmable data processing apparatus, or other devices to function in a particular manner, such that the instructions stored in the computer readable medium produce an article of manufacture including instructions which implement the function/act specified in the flowchart and/or block diagram block or blocks.

The computer program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other devices to cause a series of operational steps to be performed on the computer, other programmable apparatus or other devices to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide processes for implementing the functions/acts specified in the flowchart and/or block diagram block or blocks.

The flowchart and block diagrams in the Figures illustrate the architecture, functionality and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

The corresponding structures, materials, acts, and equivalents of all means or step plus function elements in the claims below are intended to include any structure, material, or act for performing the function in combination with other claimed elements as specifically claimed. The description of the present disclosure has been presented for purposes of illustration and description, but is not intended to be exhaustive or limited to the disclosure in the form disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the disclosure. The embodiment was chosen and described in order to best explain the principles of the disclosure and the practical application, and to enable others of ordinary skill in the art to understand the disclosure for various embodiments with various modifications as are suited to the particular use contemplated.

The flow diagrams depicted herein are just one example. There may be many variations to this diagram or the steps (or operations) described therein without departing from the spirit of the disclosure. For instance, the steps may be performed in a differing order or steps may be added, deleted or modified. All of these variations are considered a part of the claimed disclosure.

While the preferred embodiment to the disclosure had been described, it will be understood that those skilled in the art, both now and in the future, may make various improvements and enhancements which fall within the scope of the claims which follow. These claims should be construed to maintain the proper protection for the disclosure first described.

The description of the present disclosure has been presented for purposes of illustration and description, but is not intended to be exhaustive or limited to the disclosure in the form disclosed. Many modifications and variations in techniques and structures will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the disclosure as set forth in the claims that follow. Accordingly, such modifications and variations are contemplated as being a part of the present disclosure. The scope of the present disclosure is defined by the claims, which includes known equivalents and unforeseeable equivalents at the time of filing of this application.

	Number	Date	Country
	61633523	Feb 2012	US
	61537314	Sep 2011	US

	Number	Date	Country
Parent	15047814	Feb 2016	US
Child	16423027		US
Parent	14979395	Dec 2015	US
Child	15047814		US
Parent	13623251	Sep 2012	US
Child	14979395		US

DATA PROCESSING SYSTEMS, DEVICES, AND METHODS FOR CONTENT ANALYSIS

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CROSS-REFERENCE TO RELATED APPLICATIONS

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