WO2001084425A2 - Method, computer program product, and system for determining potential licensees of a patent portfolio - Google Patents

Method, computer program product, and system for determining potential licensees of a patent portfolio Download PDF

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Publication number
WO2001084425A2
WO2001084425A2 PCT/US2001/013230 US0113230W WO0184425A2 WO 2001084425 A2 WO2001084425 A2 WO 2001084425A2 US 0113230 W US0113230 W US 0113230W WO 0184425 A2 WO0184425 A2 WO 0184425A2
Authority
WO
WIPO (PCT)
Prior art keywords
patents
assignees
portfolio
references
source
Prior art date
Application number
PCT/US2001/013230
Other languages
French (fr)
Inventor
Stephen K. Boyer
Thomas Downes Griffen
Alex Miller
Original Assignee
Delphion, Inc.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US09/560,397 external-priority patent/US6879990B1/en
Application filed by Delphion, Inc. filed Critical Delphion, Inc.
Priority to AU2001257225A priority Critical patent/AU2001257225A1/en
Publication of WO2001084425A2 publication Critical patent/WO2001084425A2/en

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Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising

Definitions

  • the present invention relates to systems and methods for making patent documents or
  • the invention relates to ways of providing meaningful insights by processing a set
  • Patent data including full text and/or images of patents, portions of patents (e.g., patent
  • searching is limited to certain portions of patent such as the claims or abstracts. Such searching
  • One aspect of the present invention will determine a ranked list of assignees that are
  • the assignees are picked from a set of
  • This source patent portfolio may be input by hand or otherwise derived.
  • patent portfolio and in all cases, the goal is to find patents that are technically similar to patents
  • This process can be done recursively to a specified number of levels or otherwise be stopped
  • the list of assignees (e.g., remaining assignees) is then organized based on one of
  • Some potential ranking criteria include, but are not limited to, the following:
  • Figure 1 is a block diagram of a computing device, such as a workstation, wherein
  • Figure 2 is logical diagram of an exemplary environment and system of a patent
  • Figures 3A-3C are flow charts showing the operation of the system shown in
  • Figure 2 shows the steps for general patent searching
  • Figure 3B shows the steps for general patent searching
  • 3C shows the steps for accessing a patent image.
  • Figure 4 is a flow chart showing processing steps taken to create and present a list
  • Figure 5 is a flow chart showing processing steps taken to create and present a list of assignees associated to a source patent portfolio related by way of the references cited
  • Figure 6 is a flow chart showing processing steps taken to create and present a list
  • Figure 7 is a flow chart showing processing steps taken to create and present a list
  • patent portfolio means a set of one or more patents.
  • a patent portfolio would be the set of all patents belonging to a single
  • the term "assignee" refers to the entity, such as a corporation, that
  • classification system refers to an organized and defined
  • classification systems are the US patent classification
  • patents may be classified into industry groups, product lines or
  • Figure 1 is a block diagram of a computing device, such as a workstation, wherein
  • representative computing device 100 such as a personal computer, workstation, laptop,
  • hand-held computer, information appliance, etc. including related peripheral devices.
  • the computing devicelOO includes a microprocessor 102 or equivalent processing
  • microprocessor 102 and the components of the computing device 100 in accordance with
  • the microprocessor 102 communicates with storage 106 via the bus 104.
  • RAM Random Access Memory
  • ROM Read Only Memory
  • secondary storage device 1 such as a flash memory, etc.
  • hard disk and removable storage device 112, such as a floppy diskette drive, CD ROM
  • the removable storage device 1 12 will have associated
  • removable media 114 such as a diskette, CD, tape reel
  • a computing device 10 may have multiple
  • RAM random access memory
  • ROM read-only memory
  • removable storage e.g., compact flash memory
  • the computing device 100 typically includes a user interface adapter 1 16 that
  • a keyboard 118 a mouse or other pointing device 120
  • a display 122 such as a CRT
  • computing device 100 may
  • the computing device 100 may also communicate with other computing devices,
  • LAN Network (LAN) adapter, or other communications channel. This gives the computing
  • LANs Local Area Networks
  • WANs Wide Area Networks
  • the Internet the Internet
  • telephone lines 130 that may be used to access other networks or computers,
  • wireless networks 132 such as cellular telephone networks, and other communication
  • computing device 100 may use multiple communication adapters for making the necessary communication connections (e.g., a telephone modem
  • the computing device 100 may be any suitable computing device.
  • CDPD Cellular Digital Packet Data
  • computing device can
  • the computing device 100 provides the facility for running software, such as
  • Operating System software 134 Middleware software 136
  • Application software 138 Application software
  • “computer useable media” may include a computer memory (RAM
  • ROM read only memory
  • a diskette a tape, a compact disc, an integrated circuit, a programmable
  • PLC logic array
  • a wireless network such as a cellular network, or any other medium
  • computer useable medium include but are not limited to palpable physical media, such as a CD Rom, diskette, hard drive and the like, as well as other non-palpable physical
  • data structure refers to a particular organization of meaningful data
  • a network packet has a
  • the packet as described above, is a data structure and has a tangible embodiment in a
  • invention is effected contains one or more processors, operating together, substantially
  • discrete electronic components may be used to create a system that
  • the hardware is configured (whether by software,
  • FIG. 2 a logical diagram of an exemplary environment and system
  • Client systems 200 are
  • computing device 100 that have access to the Internet and will include an ever growing
  • the patent database service 204 interacts with clients 200 by way of a web server
  • pages can be used to have
  • the web server is connected to a Local Area Network (LAN) 208 that allows
  • patent data is accessible as textual data through a database server 210 with textual data
  • the DB2 relational database server from IBM corporation is one preferred
  • relational database server and others exist in the marketplace.
  • the patent data is loaded into the patent database 212 and organized in tables according to the various parts of the patent documents.
  • the database may be set up with a main"table" for "Patents"
  • Patents (patn, assignee_name, US_class, licensee flag, . . )
  • assignee (assignee_name), the main United States class of the patent (US class), and an
  • the table may contain entries for the assignee.
  • the licensee_flag will be marked to true or 'Y'. Note that
  • Oref (patn, other reference, . . . )
  • the "Other Reference” (Oref) table allows for
  • a patent data service 204 may take information from multiple
  • relational database such as IBM's dB/2
  • SQL relational database
  • image servers 214 that are part of the patent data service.
  • an index server 218 that provides an easily searchable index of all the patent data in
  • a fax server 220 that is used to fax an image of a patent or other
  • patent data service 204 provide base patent data services, such as access to full text
  • the fax server 220 is not needed.
  • a single physical machine may support more than one of the servers
  • Figure 3A is an example operation of processing a query.
  • the clients 200 will contact the web server 206 that will return a web page interface to the
  • This web page will have an area that allows the user to indicate a
  • search button or otherwise cause the query information to be transmitted to web server
  • the HTTP request containing the query information is received at the
  • the web server 206 will process the information and determine that a
  • CGI Common Gateway Interface
  • stylesheets may also be implemented to provide the HTML compatible pages to browsers and the like and allow further flexibility to the patent data service.
  • the index server 218 has a search engine and a patent index to all the patent data
  • the index server 218 will receive the SQL
  • the web server 206 manipulates the hit list data into
  • HTML capable browsing software executing on the client HTML capable browsing software executing on the client.
  • the web server 206 receives information regarding a specific patent from the web server 206.
  • LAN 208 to retrieve the detailed information.
  • a CGI script is used to create the
  • the data base server 210 will execute the search into the relational patent data
  • formatting may include links that will cause the patent data service 204 to provide
  • the HTTP request containing the request for the image regarding a
  • the web server 206 will process the
  • the image server 214 will access the image from the CD ROM towers 216 at step
  • web server 206 causes the patent image to be downloaded to the client where it can be
  • a source patent portfolio is created or identified.
  • a user determines a set of patents that make up a source patent portfolio. For example, A user
  • the source patent portfolio may be
  • the desired assignee can be received by the web server 206
  • Assignees can be organized according to name and/or preferably by the USPTO
  • the source patent portfolio will be referred to as PORTFOLIO and is composed of a set
  • step 404 This operates as an intermediary set for further processing.
  • Another way of ranking the distinct assignees determined in step 406 is to provide
  • assignee's i.e., company's, competitor's
  • assignee's total portfolio is in the covered classes.
  • the total number of patents for each assignee can be determined
  • assignee ABC had significantly fewer patents than assignee XYZ, all of those patent were
  • the web server 206 and sent to a client browser in response to an initial request.
  • a source patent portfolio is created or identified.
  • the source patent portfolio will be determined in step 502. The source patent portfolio will be determined in step 502.
  • PORTFOLIO PORTFOLIO and is composed of a set of patent numbers.
  • one simple criteria is that of ranking the assignees with the most
  • patent portfolio i.e. , the most patents in SHARED_REFERENCE_PATENTS.
  • assignees i.e., companies or competitors
  • step 508 the number of patents for each assignee is determined and the
  • assignees are ranked according to the number of patents that have at least one common
  • Another way of ranking the distinct assignees determined in step 506 is to provide
  • assignee's i.e., company's, competitor's
  • the source patent portfolio will tend to be ranked higher even if they have relatively fewer
  • the total number of patents for each assignee can be determined
  • references may not be as aligned with the technology found in the source patent portfolio.
  • the web server 206 and sent to a client browser in response to an initial request.
  • a source patent portfolio is created or identified.
  • step 604. This operates as an intermediary set for further processing.
  • patent portfolio and patents in the covered classes are composed of only patents and not other kinds of documents. Then, those patents in the covered classes that are actually
  • step 612 the patents in the covered class that share or have a common
  • assignee LMN would have the most related technology based on the total number of
  • assignee LMN would have the most related technology based on the total number of
  • the web server 206 and sent to a client browser in response to an initial request.
  • a source patent portfolio is created or identified.
  • PORTFOLIO composed of a set of patent numbers and referred to as PORTFOLIO.
  • the source patent portfolio may include those having forward references, backward
  • a "forward" reference is a
  • patent portfolio and in another patent may also be constrained to be
  • the set of associated patents contains those patents that are cited by a patent in the source patent portfolio.
  • One way this can be done is shown in the following
  • a decision point is made as to whether to expand upon the set of
  • assignees at step 714 are seen as potential licensees. One way this can be done is
  • the potential licensees may be ranked according to numerous criteria
  • step 718 the results of the previous steps processing that created the ranked list of assignees that are potential licensees of a source patent portfolio is
  • the web server 206 and sent to a client browser in response to an initial request.
  • steps 502-504 by taking the SHARED REFERENCE PATENTS and working with

Description

METHOD, COMPUTER PROGRAM PRODUCT, AND SYSTEM FOR DETERMINING POTENTIAL LICENSEES OF A PATENT PORTFOLIO
BACKGROUND OF THE INVENTION
1. Field of the Invention.
The present invention relates to systems and methods for making patent documents or
portions thereof, such as abstracts, readily available through a computer interface. More
specifically, the invention relates to ways of providing meaningful insights by processing a set
of existing patents to determine other relevant information.
2. Present State of the Art.
Patent data, including full text and/or images of patents, portions of patents (e.g., patent
abstracts, etc.), is available in computer databases and is well known in the art. Currently, a
number of companies provide patent information over the Internet, including the United States
Patent and Trademark Office, The Intellectual Property Network, and others. While much of
the current information is centered around patents issued by the United States, increasingly
there is more information from all granting authorities worldwide.
These databases of patent information typically allow searching of the database to find
patents of interest. Some searching can be done on the entire text of a patent while other
searching is limited to certain portions of patent such as the claims or abstracts. Such searching
allows patents of interest to be found by researchers, attorneys, patent examiners, etc.
Additionally, in order to make finding relevant patents more convenient, some patent databases
provide the ability to follow links to patents that cite a given patent or were cited by the
examiner in the prosecution of a given patent.
In many instances, services are also available in association with the actual patent data. For example, it is common to be able to search for patents in a database and then "order" any
particular patents of interest to be delivered to you by mail, fax, etc.
Patent databases are used by professional patent searchers doing prior art searches or
validity searches for clients, patent examiners during the course of patent application
examination, business people to understand areas of technology, and others. Companies who
own patents can also conveniently track competitors' patent issuance activity using such patent
databases.
Elements of textual analysis tools have been applied to patent databases in order to
extract higher-level information or put more meaning into existing data. See, for example, Text
Mining Applied to Patent Analysis by Hehenberger, et. al., IBM Corp. White Paper, 1998
There is a great need for such intelligent information and ever less expensive computer
processing provides ample opportunity to provide such information.
What is needed are ways of calculating relevant intelligent information over what is
currently offered by patent database providers and patent analysis products. This will allow
new and important insights to be made by the users of such patent databases.
One needed insight is the ability to determine potential licensees for a particular patent
portfolio. Currently, a company having a patent portfolio and desiring to find other companies
that might want to license the portfolio rely upon general knowledge of the particular industry,
searching for like competitors, etc. It would be beneficial to gain insight from analyzing patent
data in order to find not so obvious companies that may be interested in a particular patent
portfolio. SUMMARY OF THE INVENTION
One aspect of the present invention will determine a ranked list of assignees that are
likely candidates for licensing a source patent portfolio. The assignees are picked from a set of
patents that is related or associated with the source patent portfolio.
When the present invention is invoked, a source patent portfolio is first created as a
starting point. This source patent portfolio may be input by hand or otherwise derived. For
example, an assignee may be indicated and all of the patents owned by that particular assignee
may be derived and used as the source patent portfolio.
Next, a set of associated patents is determined that are associated or related with the
source patent portfolio. There are many ways that patents may be associated with a source
patent portfolio and in all cases, the goal is to find patents that are technically similar to patents
in the source patent portfolio. For example, the set of associated patents could contain patents
having "backwards" references (i.e., patents cited as a reference by a patent in the source patent
portfolio), "forwards" references (i.e., patents that cite as a reference one of the patents in the
source patent portfolio), or "shared" references (i.e., patents that cite as reference at least on of
the references cited by a patent of the source patent portfolio).
Furthermore, the set of associated patents could be expanded upon by applying the same
reference analysis to the current set of associated patents to add patents thereto that are relevant.
This process can be done recursively to a specified number of levels or otherwise be stopped
according to a specific criteria (e.g., certain number of patents, etc.). A list of all the assignees in the set of associated patents is determined and those
assignees that are already licensed or for some other reason can be readily eliminated are
subtracted from the list.
The list of assignees (e.g., remaining assignees) is then organized based on one of
a number of different ranking criteria that give insight and meaning to the relationship of
the assignees of the associated patents with the source patent portfolio.
Some potential ranking criteria, include, but are not limited to, the following:
assignees with the most patents that contain at least one reference, assignees that have the
largest number of references, a ratio based on either number references or number patents
divided by the total number of patents owned by an assignee, any of the above with an
extra weighting given to a patent with multiple references or extra weighting given to a
type of reference, etc. Many different criteria can help organize the assignees in a manner
that allows different views into how a particular assignee is bound to the technology of
the source patent portfolio.
By carefully analyzing patent data, insights may be gained into which assignees
may likely have need of a license to a particular set of patents or source patent portfolio.
By looking at patent data globally, licensees that are not always apparent (e.g. , smaller
companies, companies with a pocket of technology in common with the source patent
portfolio) may be readily identified. BRIEF DESCRIPTION OF THE DRAWINGS
A more particular description of the invention briefly described above will be
rendered by reference to specific embodiments thereof which are illustrated in the
appended drawings. These drawings depict only one or more typical embodiments of the
invention and are not therefore to be considered to be limiting of its scope. With respect
to the following drawings, like reference numbers denotes the same element throughout
the set of drawings.
Figure 1 is a block diagram of a computing device, such as a workstation, wherein
the present invention may be practiced.
Figure 2 is logical diagram of an exemplary environment and system of a patent
database accessible over the Internet where the present invention can be used and
implemented.
Figures 3A-3C are flow charts showing the operation of the system shown in
Figure 2 above. Figure 3A shows the steps for general patent searching, Figure 3B shows
the steps for accessing detailed information with respect to a certain patent, and Figure
3C shows the steps for accessing a patent image.
Figure 4 is a flow chart showing processing steps taken to create and present a list
of assignees related to a source patent portfolio by way of the classes covered by the
source patent portfolio and organized according to a ranking criteria.
Figure 5 is a flow chart showing processing steps taken to create and present a list of assignees associated to a source patent portfolio related by way of the references cited
in the patents of the source patent portfolio and organized according to a ranking criteria.
Figure 6 is a flow chart showing processing steps taken to create and present a list
of assignees associated to a source patent portfolio that takes into account the classes
covered by the source patent portfolio, the references cited in the patents of the source
patent portfolio, the patents with the classes that cite the patents of the source patent
portfolio, and patents of the source patent portfolio that have common references with
other patents in the set of classes. These assignees are also organized according to a
ranking criteria.
Figure 7 is a flow chart showing processing steps taken to create and present a list
of assignees that would be likely candidates for licensing a source patent portfolio and are
organized according to a ranking criteria.
DETAILED DESCRIPTION OF THE INVENTION
As used herein, the term "patent" refers to official technical grants from
governments or other organizations. Note that other technical materials could also be
organized and benefit by the present invention as long as they have the important
characteristics associated with governmental patent grants (i.e., able to be organized into
a classification system, cross-referencing, etc.). For example, many research journals
have extensive bibliographies of articles that are technologically related that function in
an analogous manner with respect to the techniques presented herein as "cited references"
in patent documents.
As used herein, the term "patent portfolio" means a set of one or more patents.
This set of patents are of particular interest for one reason or another. Preferably, though
not necessarily, a patent portfolio would be the set of all patents belonging to a single
assignee or inventor. Other types of portfolios could be used, however, such as the set of
known patents in a related technology, etc.
As used herein, the term "assignee" refers to the entity, such as a corporation, that
owns a particular patent usually by assignment. This term can also encompass inventors
who do not assign their invention. Those skilled in the art will recognize that equivalent
processing, results, and insight can be occur as disclosed herein with respect to inventor-
owners as owners by actual assignment. For scholarly articles and other publications, an "author" could be viewed in the same manner as an inventor and an affiliated
"organization," such as a company where the author works or university where the author
attends school, could be viewed as an assignee.
As used here, the term "classification system" refers to an organized and defined
method of grouping patents, usually, but not necessarily, along technology lines. A
patent must fit into at least one class of a classification system and in some instances fit
multiple classes. Examples of classification systems are the US patent classification
system and the International Classification system for patents as well as the classification
systems used by each country, organization, or entity that issues patents. Furthermore,
technical articles in research publications can also be placed into classification systems.
As used herein, the term "references" refers to other patents, technical articles,
and any other information that is associated with a patent. Usually, though not
necessarily, these are found by an Examiner or submitted by an applicant during the
course of patent prosecution and "cited" in the patent document. Generally speaking
references that are not patent reference are simply referred to as "other references."
Besides the official information associated with a particular patent, other information may
be associated with the patent and can be used in the same form as any other reference.
Those skilled in the art will recognize that numerous classification systems may
be devised that do not classify all the patents found in a country. For example, a
specialized software technology classification system could include patent documents granted from multiple governmental authorities and even include relevant scholarly
articles dealing solely with computer software.
Those skilled in the art will recognize that patents may be classified along other
lines besides technology and that users may develop arbitrary user-defined classification
systems. For example, patents may be classified into industry groups, product lines or
lines of business, etc.
Figure 1 is a block diagram of a computing device, such as a workstation, wherein
the present invention may be practiced. The environment of Figure 1 comprises a single
representative computing device 100, such as a personal computer, workstation, laptop,
hand-held computer, information appliance, etc., including related peripheral devices.
The computing devicelOO includes a microprocessor 102 or equivalent processing
capability and a bus 104 to connect and enable communication between the
microprocessor 102 and the components of the computing device 100 in accordance with
known techniques. Note that in some computing devices there may be multiple
processors incorporated therein.
The microprocessor 102 communicates with storage 106 via the bus 104.
Memory 108, such as Random Access Memory (RAM), Read Only Memory (ROM),
flash memory, etc. is directly accessible while secondary storage device 1 10, such as a
hard disk, and removable storage device 112, such as a floppy diskette drive, CD ROM
drive, tape storage, etc. is accessible with additional interface hardware and software as is known and customary in the art. The removable storage device 1 12 will have associated
therewith an appropriate type of removable media 114, such as a diskette, CD, tape reel
or cartridge, solid state storage, etc. that will hold computer useable data and is a form of
computer useable medium. Note that a computing device 10 may have multiple
memories (e.g., RAM and ROM), secondary storage devices, and removable storage
devices (e.g., floppy drive and CD ROM drive).
The computing device 100 typically includes a user interface adapter 1 16 that
connects the microprocessor 102 via the bus 104 to one or more interface devices, such as
a keyboard 118, a mouse or other pointing device 120, a display 122 (such as a CRT
monitor, LCD screen, etc.), a printer 124, or any other user interface device, such as a
touch sensitive screen, digitized entry pad, etc. Note that the computing device 100 may
use multiple user interface adapters in order to make the necessary connections with the
user interface devices.
The computing device 100 may also communicate with other computing devices,
computers, workstations, etc. or networks thereof through a communications adapter 126,
such as a telephone, cable, or wireless modem, ISDN Adapter, DSL adapter, Local Area
Network (LAN) adapter, or other communications channel. This gives the computing
device direct access to networks 128 (LANs, Wide Area Networks (WANs), the Internet,
etc.), telephone lines 130 that may be used to access other networks or computers,
wireless networks 132, such cellular telephone networks, and other communication
mechanisms. Note that the computing device 100 may use multiple communication adapters for making the necessary communication connections (e.g., a telephone modem
card and a Cellular Digital Packet Data (CDPD). The computing device 100 may be
associated with other computing devices in a LAN or WAN, or the computing device can
be a client or server in a client/server arrangement with another computer, etc. All these
configurations, as well as the appropriate communications hardware and software, are
known in the art.
The computing device 100 provides the facility for running software, such as
Operating System software 134, Middleware software 136, and Application software 138.
Note that such software executes tasks and may communicate with various software
components on this and other computing devices.
As will be understood by one of ordinary skill in the art, computer programs such
as that described herein (including Operating System software 134, Middleware software
136, and/or Application software 138) are typically distributed as part of a computer
program product that has a computer useable media or medium containing or storing the
program code. Therefore, "media", "medium", "computer useable medium", or
"computer useable media" , as used herein, may include a computer memory (RAM
and/or ROM), a diskette, a tape, a compact disc, an integrated circuit, a programmable
logic array (PLA), a remote transmission over a communications circuit, a remote
transmission over a wireless network such as a cellular network, or any other medium
useable by computers with or without proper adapter interfaces. Note that examples of a
computer useable medium include but are not limited to palpable physical media, such as a CD Rom, diskette, hard drive and the like, as well as other non-palpable physical
media, such as a carrier signal, whether over wires or wireless, when the program is
distributed electronically. Note also that "servlets" or "applets" according to JAVA
technology available from Sun Microsystems out of Mountain View, CA, would be
considered computer program products.
Although the enabling instructions might be "written on" on a diskette or tape,
"stored in" an integrated circuit or PLA, "carried over" a communications circuit or
wireless network, it will be appreciated, that for purposes of the present invention
described herein, the computer useable medium will be referred to as "bearing" the
instructions, or the instructions (or software) will be referred to as being "on" the
medium. Thus, software or instructions "embodied on" a medium is intended to
encompass the above and all equivalent ways in which the instructions or software can be
associated with a computer useable medium.
For simplicity, the term "computer program product" is used to refer to a
computer useable medium, as defined above, which bears or has embodied thereon any
form of software or instructions to enable a computer system (or multiple cooperating
systems) to operate according to the above-identified invention.
The term "data structure" refers to a particular organization of meaningful data
values that can be used in a predetermined fashion. For example, a network packet has a
variety of different data elements that are used and accessed by communications networks
and computer nodes for transporting the packet between different computer systems. The packet, as described above, is a data structure and has a tangible embodiment in a
computer useable medium when stored in a file, when loaded into system memory, when
transported across a communications network, etc. in the same fashion as a computer
program product.
It will be likewise appreciated that the computer hardware upon which the
invention is effected contains one or more processors, operating together, substantially
independently, or distributed over a network, and further includes memory for storing the
instructions and calculations necessary to perform the invention.
Those skilled in the art will recognize that a system according to the present
invention may be created in a variety of different ways known in the art. For example, a
general purpose computing device as described in Figure 1 may be configured with
appropriate software so that the computing device functions as described hereafter.
Furthermore, discrete electronic components may be used to create a system that
implements all or part of the functional. Finally, note that combinations of multiple
computing devices running appropriate software or discrete electrical components can be
used in like fashion. Essentially, the hardware is configured (whether by software,
custom designed, etc.) to perform the functional elements making up the present
invention.
Referring to Figure 2 a logical diagram of an exemplary environment and system
of a patent database accessible over the Internet is shown. Client systems 200 are
connected to the Internet 202 where they may access the patent database service 204 (represented by the enclosed systems). Note that client systems are typically any
computing device 100 that have access to the Internet and will include an ever growing
number of devices from Internet "appliances" to cell phones to conventional PCs running
web browsing software.
The patent database service 204 interacts with clients 200 by way of a web server
206 that receives requests and serves up pages or documents in HTML format. These
pages can be read by common browser software running on the clients 200 and form the
user interface with the patent database service 204. For example, a page exist that allow a
user to enter a query for patent data while another page will contain a "hit" list of patents
that meet the criteria specified in the query. Furthermore, pages can be used to have
hardcopies of selected patents faxed to a recipient or printed and mailed to a recipient or
to access any other service supported.
The web server is connected to a Local Area Network (LAN) 208 that allows
communication with other systems that make up the patent data service 204. Actual
patent data is accessible as textual data through a database server 210 with textual data
stored in relational tables in the patent data base 212, as image data through image server
214 with patent image data stored on CD ROM towers 216, and as a searchable index
through the index server 218 that contains an index of the relational tables in the patent
data base 212. The DB2 relational database server from IBM corporation is one preferred
relational database server and others exist in the marketplace.
The patent data is loaded into the patent database 212 and organized in tables according to the various parts of the patent documents. Raw patent data found in a flat
file is parsed into defined fields appropriate for servicing queries on the data. Using US
patent data as an example, the database may be set up with a main"table" for "Patents"
with each entry having a patent number (patn), the main United States class of the patent
(US_class), etc. Other tables could be used to show the linkage between patents or
between patents and other technical references. Note that those skilled in the art will
recognize that the data can be and in many instances should be organized in different
tables in order to achieve efficient operation in terms of storage and data base
performance. For purposes of example teaching, a logical organization of patent data is
presented below:
Patents(patn, assignee_name, US_class, licensee flag, . . ) The "Patents" table
contains the bulk of the patent information. Besides the patent number (patn), the
assignee (assignee_name), the main United States class of the patent (US class), and an
indication if the assignee is licensed (licensee_flag), the table may contain entries for the
various parts of the issues patent such as abstract, claims, etc. Additional information
about the patent such as whether it is or has been involved in litigation, whether the
maintenance fees are current, etc. can also be placed in this table. Only those columns
that are relevant to explain the present embodiment are shown. When an assignee is
licensed to a particular patent, the licensee_flag will be marked to true or 'Y'. Note that
those skilled in the art may elaborate upon this basic structure to include sub classes or
multiple classification systems and other apparent modifications. Pref(patn, pat_reference. . . ) The "Patent Reference" (Pref) table allows for
making the connections between different patents. Each entry is a patent number (patn)
and a patent number of a reference cited for that patent (pat_reference). There is a many-
to-many relationship between patn and pat_reference since a given patent may have many
patent references cited thereto and the same patent may be cited in many different patents.
Oref(patn, other reference,. . . ) The "Other Reference" (Oref) table allows for
making connections between patents and other technical publications. Each entry is a
patent number (patn) and a reference cited for that patent (other reference). There is a
many-to-many relationship between patn and other_reference since a given patent may
have many technical publication references cited thereto and the same technical
publication may be cited in many different patents.
The preceding general tables are presented in logical format and it is understood
that an actual implementation may break the tablea up in such a manner as will facilitate
management of such a large amount of data as is required for collections of patent data.
Note also that a patent data service 204 may take information from multiple
sources to build the patent database 212. For example, the US patent office periodically
releases current status on the payment of maintenance fees required to keep a patent in
force. This information may be combined with the information issued patents to know
whether a particular patent is still enforceable or not.
Another example would be the utilization of assignee changes published
periodically due to mergers, acquisitions, etc. The power of organizing the patent information in the form of relational tables allows easy correlation of this changed
information received after the fact to the issued patent data.
Those skilled in the art will realize that a patent data service could also bring in
relevant information beyond that provided by an issuing authority. For example,
information regarding the assignee could be placed in the database or otherwise made
available (i.e., links to other databases or web sites).
Once the date has been appropriately parsed into a database (preferably an SQL
relational database, such as IBM's dB/2) users can then perform (SQL) queries on the
data to search for desired data. In a relational environment, the powerful capabilities of
relational operations can be used advantageously to get information that would be very
difficult to obtain if the data was organized in other formats, such as stored as flat files.
Other elements that are part of the patent data service are image servers 214 that
are used to access images of the actual patents stored on a number of CD ROM towers
216, an index server 218 that provides an easily searchable index of all the patent data in
the patent database 212, a fax server 220 that is used to fax an image of a patent or other
information to a recipient fax machine 222, and a print server 224 that will print patent
documents or other data onto a printer 226. Together, the constituent elements of the
patent data service 204 provide base patent data services, such as access to full text
searching on patent data or patent document delivery services, and more advanced
services.
Those skilled in the art will recognize that many variations on the patent data service 204 as shown can be made without changing the basic purposes of the service.
For example, not all of the different servers are needed depending on the level of service
provided. For example, if fax delivery is not supported, the fax server 220 is not needed.
Additionally, a single physical machine may support more than one of the servers
illustrated.
Referring now to Figures 3A-3C, flow charts showing operation of the patent data
service 204 are presented. Figure 3A is an example operation of processing a query.
Though this example deals with query processing that returns a "hit list" of patent
numbers and titles, it is instructive to show the operation of the system. Initially, one of
the clients 200 will contact the web server 206 that will return a web page interface to the
client at step 300. This web page will have an area that allows the user to indicate a
query to the patent database. Once the user selects the query terms he will depress a
search button or otherwise cause the query information to be transmitted to web server
206.
At step 302, the HTTP request containing the query information is received at the
web server 206. The web server 206 will process the information and determine that a
query is desired and what search terms need to be used and will make access to the index
server 218 over the LAN 208. A Common Gateway Interface (CGI) script is typically
used to translate the search terms found in the HTML document to proper SQL
statements that can be processed by a database search engine. Note also, that XML with
stylesheets may also be implemented to provide the HTML compatible pages to browsers and the like and allow further flexibility to the patent data service.
The index server 218 has a search engine and a patent index to all the patent data
found in relational patent data base 212. The index server 218 will receive the SQL
query and execute the search into the patent index at step 304; returning the results to the
web server 206. These results come back in the form of a "hit list" indicating a patent
number, issue date, and title. Finally, the web server 206 manipulates the hit list data into
the proper format and serves up the search results in an HTML document that is returned
in the HTTP response to the client. The user can then view the search results using the
HTML capable browsing software executing on the client.
Referring now to Figure 3B, a flow chart showing the steps taken to access more
detailed patent information is presented. Again, the client is provided some form of user
interface in an HTML page by the web server 206 at step 308. This may be part of the hit
list page discussed previously (e.g., clicking on the patent number or title might trigger a
request for more detailed information) or in an unrelated page.
At step 310, the HTTP request containing the request for more detailed
information regarding a specific patent is received at the web server 206. The web server
206 will process the request and will make access to the data base server 216 over the
LAN 208 to retrieve the detailed information. Again, a CGI script is used to create the
proper SQL statement(s) that direct the search engine.
This detailed information can be anything according to the system design up to
including the entire text of the patent along with other relevant information. One example set of "detailed" information is the first page data of a US patent along with the
abstract and initial claim.
The data base server 210 will execute the search into the relational patent data
base 212 at step 312 and return the results to the web server 206. Next, the web server
206 arranges the detailed information into the proper format and serves up the search
results in an HTML document that is returned in the HTTP response to the client. This
formatting may include links that will cause the patent data service 204 to provide
additional detailed information (e.g., the short summary or other section of the patent that
wasn't provided previously), links to request images of the actual patent document,
additional services, etc. The user can then view the detailed information using the HTML
capable browsing software executing on the client.
Referring now to Figure 3C, a flow chart showing the steps taken to download an
image of an actual patent document is presented. Again, the client is provided some form
of user interface in an HTML page by the web server 206 at step 316. This may be part
of the hit list page discussed previously (e.g., clicking on button might trigger a request
for the patent image) or in an unrelated page that lets the user designate which patent(s)
are desired as an image of the original patent document.
At step 318, the HTTP request containing the request for the image regarding a
specific patent is received at the web server 206. The web server 206 will process the
request and will make access to one or more image servers 214 over the LAN 208 to
retrieve the patent image from the CD ROM towers 216 storing a library of such images. The user can request the patent image to be in any one of commonly available formats
such as TIFF, PDF, etc.
The image server 214 will access the image from the CD ROM towers 216 at step
320 and return the results in the proper image format to the web server 206. Finally, the
web server 206 causes the patent image to be downloaded to the client where it can be
viewed, saved, printed, or otherwise manipulated by the user at step 324.
Referring now to Figure 4, a flow chart showing the processing steps taken to
create a list of assignees that are related to a source patent portfolio by having classes of a
classification system in common is presented. The results of such an analysis can give
insight into what other assignees are heavily involved in the same technology areas as
that covered by the source patent portfolio.
Initially, at step 400 a source patent portfolio is created or identified. Those
skilled in the art will recognize that there are many ways that could be employed to
determine a set of patents that make up a source patent portfolio. For example, A user
may select the individual patents of interest that make up the source patent portfolio
though this could be a tedious task. Alternatively, the source patent portfolio may be
based on a search of the patent database 212.
One useful way is to base the source patent portfolio on some or all of the patents
held by a particular assignee. The desired assignee can be received by the web server 206
and all of the patents can be determined for that assignee and used as a source patent
portfolio. Depending on whether we use the assignee code used by the USPTO or an assignee name, the following SQL statement against the table definitions presented
previously would return the desired patent numbers to make an assignee source patent
portfolio:
SELECT patn FROM Patents
WHERE assignee_name = <name>
Assignees can be organized according to name and/or preferably by the USPTO
normalized assignee number. Using the assignee number is generally a more reliable way
of getting all of the patents for a particular assignee as variations in assignee name or
typographical errors will be recognized as different assignees. Below is an example of an
SQL statement using the assignee code that can be derived from an assignee name.
SELECT patn FROM Patents
WHERE assignee_code = <code>
Once a source patent portfolio has been created, the set of classes in a
classification system covered by the source patent portfolio is determined in step 402.
The source patent portfolio will be referred to as PORTFOLIO and is composed of a set
of patent numbers.
Once the desired source patent portfolio PORTFOLIO is created, the set of
classes, COVERED CLASSES, that are covered by the source patent portfolio is
determined at step 402. Again using the example of US patent data organized into
relational tables indicated previously, one way to achieve this is shown with the following SQL statement will would return the appropriate set of US classes:
SELECT DISTINCT US_class FROM Patents WHERE patn IN SELECT patn FROM PORTFOLIO
Now, a set of patents representing all the patents in the covered classes occurs at
step 404. This operates as an intermediary set for further processing. One way to achieve
this using patent data organized in relational tables as presented previously requires
issuing the following SQL statement to create a set of patents, COVERED PATENTS:
SELECT DISTINCT patn
FROM Patents
WHERE US_class IN SELECT US_class FROM COVERED_CLASSES
From this intermediate set of patents, all the distinct assignees are determined at
step 406. Furthermore, each distinct assignee will eventually be organized according to a
ranking criteria that will help provide meaning into the relationship of the assignee with
respect to the covered classes.
As used herein, the term "ranking criteria" refers to many different forms of
organizing the assignees. While some examples follow, those skilled in the art will
clearly recognize ways of ranking or otherwise organizing a group of assignees so that the
most relevant assignees for a particular purpose can be easily identified.
For example, one simple criteria is that of the assignees with the most patents in
the covered classes should be ranked highest will indicate which assignees (i.e.,
companies or competitors) are most present in the classes of the source patent portfolio. At step 408 the number of patents for each assignee is determined and the assignees are
ranked according to the number of patents in the covered classes in step 410. An
example SQL statement that can achieve this result using the tables of US patent data
shown previously and the intermediate results explained above:
SELECT COUNT(patn) AS pcount, assignee_name
FROM Patents
WHERE patn IN SELECT patn FROM COVERED_PATENTS
GROUP BY assignee name
ORDER BY pcount
Such an SQL statement would return results in the example format of Table 1 below:
Figure imgf000025_0001
TABLE 1
Another way of ranking the distinct assignees determined in step 406 is to provide
a weighted view of the patents in the covered classes so that an indication of a given
assignee's (i.e., company's, competitor's) total portfolio is in the covered classes. In
other words, those assignees who have a large percentage of their total patents in the covered classes will tend to be ranked higher even if they have relatively fewer patents
than other assignees who have more patents numerically in the covered classes. This
tends to focus more on an assignee's focus along a particular technology and may be
more relevant.
This can be easily done by finding the number of total patents for each assignee
(in all classes) and dividing this number into the number found in the covered classes.
This gives a ratio of the total patents to the patents in the covered classes for each
assignee.
As an example, the total number of patents for each assignee can be determined
by the following SQL statement:
SELECT COUNT(patn) AS pcount, assignee name
FROM Patents
WHERE assignee_name IN
(SELECT assignee_name FROM Patents
WHERE patn IN
(SELECT patn
FROM COVERED_PATENTS)) GROUP BY assignee_name ORDER BY pcount
Given this information, the calculations can readily be made to determine the ratio
above indicating the amount each assignee is invested into the covered classes and the
results tabulated into Table 2 below:
Figure imgf000027_0001
TABLE 2
Reviewing the results of Table 2 in comparison with Table 1 , we note that while
assignee ABC had significantly fewer patents than assignee XYZ, all of those patent were
in the covered classes and would suggest that the entire company is centered around the
technology of the covered classes. XYZ, on the other hand, while well represented and
covered by patents in the covered classes does not have a significant portion of its overall
technology portfolio (as represented by issued patents) in the covered classes.
Finally, at step 412, the results of the previous steps processing' that created the
ranked list of assignees related by the classes covered by the source patent portfolio is
presented to a user. In the environment of the patent data service 204, this is done by
returning the results of the SQL statements done on the relational patent data base 212 by the data base server 210 to the web server 206. The results are formatted for the client by
the web server 206 and sent to a client browser in response to an initial request.
Referring now to Figure 5, a flow chart showing the processing steps taken to
create a list of assignees that are related to a source patent portfolio by having cited
references in common is presented. The results of such an analysis can give insight into
what other assignees are heavily involved in the same technology areas as that covered by
the source patent portfolio.
Initially, at step 500 a source patent portfolio is created or identified. The various
ways a patent portfolio can be created was explained in more detail above. Those skilled
in the art will recognize that there are many ways that could be employed to determine a
set of patents that make up a source patent portfolio.
Once a source patent portfolio has been created, the set of cited references covered
by the source patent portfolio is determined in step 502. The source patent portfolio will
be referred to as PORTFOLIO and is composed of a set of patent numbers.
Once the desired source patent portfolio PORTFOLIO is created, the set of cited
patent references, COVERED PATENT REFERENCES, and the set of other references,
COVERED OTHER REFERENCED, contained in the source patent portfolio is
determined at step 502. Again using the US patent data organized into relational tables
indicated previously, we can use all of the patents contained in the bibliographic
information for each of the patents in PORTFOLIO as an example of a set of cited
references. Note that those skilled in the art could include the other non-patent references in the bibliographic information or data outside of the patent itself but afterwards related
in some way. For the cited patent data example, this is shown with the following SQL
statement(s) which will return the set of cited patent references,
COVERED PATENT REFERENCES, and a set of other references,
COVERED DTHER REFERENCES, that together include references to other US
patents (pat references) and references to other material (other_references), such as
academic publications, professional journals, etc. The SQL statement below is used for
COVERED PATENT REFERENCES:
SELECT DISTINCT pat_reference FROM Pref WHERE patn IN SELECT patn FROM PORTFOLIO
To determine COVERED OTHER REFERENCES, a similar SQL statement is used:
SELECT DISTINCT other reference
FROM Oref
WHERE patn IN SELECT patn FROM PORTFOLIO
Now, a set of patents representing all the patents that have cited therein at least
one of the references from the cited references lists,
COVERED PATENT REFERENCES and COVERED OTHER REFERENCES, is
computed at step 504. This operates as an intermediary set for further processing and is
known as SHARED_REFERENCE_PATENTS. One way this can be done using patent data organized in relational tables as presented previously requires joining the following
SQL statements to create a set of patents, SHARED REFERENCE PATENTS:
SELECT DISTINCT patn FROM Pref WHERE pat_reference IN SELECT pat_reference FROM
COVERED_PATENT_REFERENCES
SELECT DISTINCT patn FROM Oref WHERE other reference IN SELECT other_reference FROM
COVERED OTHER REFERENCES
From this intermediate set of patents, all the distinct assignees are determined at
step 506. Furthermore, each distinct assignee will eventually be organized according to a
ranking criteria that will help provide meaning into the relationship of the assignee with
respect to the source patent portfolio.
For example, one simple criteria is that of ranking the assignees with the most
patents having at least one common cited references with one of the patents in the source
patent portfolio (i.e. , the most patents in SHARED_REFERENCE_PATENTS). The
highest ranked will indicate which assignees (i.e., companies or competitors) are most
linked by common references to the source patent portfolio. It should follow that the
assignees are in very much the same technology area at the source patent portfolio since
the patent examiners are citing the same relevant art, the inventors have knowledge of the
same references that they submit, searches performed by counsel and submitted are
uncovering the same technology, etc. Since some patents by a particular assignee may contain more than one of the
cited references found in COVERED_PATENT_REFERENCES or
COVERED OTHER REFERENCES, another ranking criteria would be to count the
total number of cited references (regardless of the number of patents) contained within all
the patents held by an assignee. This would allow an assignee having relatively fewer
patents with common cited references but having patents that have multiple common
cited references per patent to be better reflected in a ranking. Those skilled in the art will
see further variations that take into account multiple references "linking" patents together,
forward references and backward references in addition to shared references, references to
common non-patent related information (both cited in the patent and later associated with
the patent database), etc.
At step 508 the number of patents for each assignee is determined and the
assignees are ranked according to the number of patents that have at least one common
cited reference from those in the source patent portfolio in step 510. An example SQL
statement that can achieve this result using the tables of US patent data shown previously
and the intermediate results explained above:
SELECT COUNT(patn) AS pcount, assignee name FROM Patents
WHERE patn IN SELECT patn FROM SHARED_REFERENCE_PATENTS GROUP BY assignee name ORDER BY pcount
Such an SQL statement would return results in the example format of Table 3 below:
Figure imgf000032_0001
TABLE 3
Another way of ranking the distinct assignees determined in step 506 is to provide
a weighted view of the patents having a common cited reference with respect to an
assignee's (i.e., company's, competitor's) total portfolio. In other words, those assignees
who have a large percentage of their total patents having cited references in common with
the source patent portfolio will tend to be ranked higher even if they have relatively fewer
patents than other assignees who have more numerous patents with common cited
references.
This can be easily done by finding the number of total patents for each assignee
(in all classes) and dividing this number into the number found having common cited
references. This gives a ratio of the total patents to the patents in the covered classes for
each assignee.
As an example, the total number of patents for each assignee can be determined
by the following SQL statement: SELECT COUNT(patn) AS pcount, assignee_name
FROM Patents
WHERE assignee_name IN
(SELECT assignee name
FROM Patents
WHERE patn IN
(SELECT patn
FROM SHARED_REFERENCE_PATENTS)) GROUP BY assignee name ORDER BY pcount
Given this information, the calculations can readily be made to determine the ratio
above indicating the amount invested each assignee over the common cited references
and the results tabulated into Table 4 below:
Figure imgf000033_0001
TABLE 4
Reviewing the results of Table 4 in comparison with Table 3, we note that while assignee ABC had significantly fewer patents than assignee XYZ, all of those patent had
at least one cited reference in common with one of the patents in the source patent
portfolio, suggesting a close alignment with the technology covered by the source patent
portfolio. XYZ, on the other hand, while having many patents with common cited
references may not be as aligned with the technology found in the source patent portfolio.
Finally, at step 512, the results of the previous steps processing that created the
ranked list of assignees related by the classes covered by the source patent portfolio is
presented to a user. In the environment of the patent data service 204, this is done by
returning the results of the SQL statements done on the relational patent data base 212 by
the data base server 210 to the web server 206. The results are formatted for the client by
the web server 206 and sent to a client browser in response to an initial request.
Referring now to Figure 6, a flow chart showing processing steps taken to create
and present a list of assignees associated to a source patent portfolio that takes into
account the classes covered by the source patent portfolio, the references cited in the
patents of the source patent portfolio, the patents with the classes that cite the patents of
the source patent portfolio, and patents of the source patent portfolio that have common
references with other patents in the set of classes. As before, the results of such an
analysis can give insight into what other assignees are heavily involved in the same
technology areas as that covered by the source patent portfolio.
Initially, at step 600 a source patent portfolio is created or identified. The various
ways a patent portfolio can be created was explained in more detail above and will be composed of a set of patent numbers and referred to as PORTFOLIO.
Once the desired source patent portfolio PORTFOLIO is created, the set of
classes, COVERED_CLASSES, that are covered by the source patent portfolio is
determined at step 602. Again using the example of US patent data organized into
relational tables indicated previously, one way to achieve this is shown with the
following SQL statement will would return the appropriate set of US classes:
SELECT DISTINCT US_class FROM Patents WHERE patn IN SELECT patn FROM PORTFOLIO
Now, a set of patents representing all the patents in the covered classes occurs at
step 604. This operates as an intermediary set for further processing. One way to achieve
this using patent data organized in relational tables as presented previously requires
issuing the following SQL statement to create a set of patents, COVERED PATENTS:
SELECT DISTINCT patn
FROM Patents
WHERE US class IN SELECT US_class FROM COVERED CLASSES
At step 606, the references cited in the patents that are in source patent portfolio is
made so that all the patents in the covered classes that are cited can be determined and
made part of a set of correlated patents, CORRELATED PATENTS. The set of
correlated patents will contain patents of interest, namely those having forward
references, backward references, and shared references between the source patent
portfolio and the patents in the covered classes. The greater number of these "linkages" on an assignee basis will tend to indicate similarity between patents owned by an
assignee and the source patent portfolio.
A "backward" reference is one where a particular reference shows up on a patent
in the source patent portfolio (or other relevant group of patents) and is backwards in time
(i.e., the reference typically predates the patent citing it). A "forward" reference are
references to a patent in a source patent portfolio (or other relevant group of patents) and
an is forward in time (i.e., the patent that has the reference is later than the patent cited).
A "shared" reference is the same reference showing up both in a patent of the source
patent portfolio and in a patent contained in the set of covered classes or other relevant
group of patents (e.g., all patents, an industry group of patents, etc.).
Initially, the set of correlated patents contains patent correlated by being in the
same covered classes as the source patent portfolio and also being cited by at least one of
the patents in the source patent portfolio. These are the "backward" references from the
patents in the source patent portfolio to the patents in the covered classes. One way this
can be done is shown in the following SQL statements. First, a set of unique patent
references, UPR, is determined for the source patent portfolio:
SELECT DISTINCT patjreference FROM Pref WHERE patn IN SELECT patn FROM PORTFOLIO
Note that only patent references are sought since, for this example, the source
patent portfolio and patents in the covered classes are composed of only patents and not other kinds of documents. Then, those patents in the covered classes that are actually
cited by one of the patents in the source patent portfolio is given by:
SELECT DISTINCT patn
FROM COVERED PATENTS
WHERE patn IN SELECT pat reference FROM UPR
Additionally, at step 608, the patents in the covered classes that cite any of the
patents in the source patent portfolio are determined. These are the "forward" references
from the patents in the covered classes to the patents in the source patent portfolio. This
can be done using the following SQL statement:
SELECT DISTINCT pat_reference FROM Pref WHERE patn IN (SELECT patn
FROM COVERED PATENTS) AND pat reference IN (SELECT patn FROM PORTFOLIO)
These patents are also added to the set of correlated patents. Now, the set of
correlated patents contains patents with forward references (i.e., those from the patents in
the covered classes to patents in the source patent portfolio) and backwards references
(i.e., those from patents in the source patent portfolio to patents in the covered classes).
Next, we add to the set of correlated patents those patents in the covered classes
that have common or shared references with those patents in the source patent portfolio.
As a preliminary matter, the set of covered patent references, COVERED_PATENT_REFERENCES, and the set of covered other references,
COVERED_OTHER REFERENCES, from the source patent portfolio is ascertained at
step 610. Note that these references are all references (pat references + other_references)
that are cited in the patents of the source patent portfolio and the patents in the covered
classes and are not restricted to just the patent references. As before, an SQL statement
that can perform this operation for patent references is given by:
SELECT DISTINCT pat_reference
FROM Pref
WHERE patn IN SELECT patn FROM PORTFOLIO
And for other references, the SQL statement is:
SELECT DISTINCT other reference
FROM Oref
WHERE patn IN SELECT patn FROM PORTFOLIO
Next, in step 612, the patents in the covered class that share or have a common
reference with the patents in the source patent portfolio is determined. Again, this can be
done using an SQL statement in the example environment, with the results being added to
the set of correlated patents. The following SQL for patent references:
SELECT DISTINCT patn FROM Pref
WHERE pat_reference IN
(SELECT pat reference
FROM COVERED PATENT REFERENCES) AND patn IN (SELECT patn
FROM COVERED PATENTS)
And the following SQL statement for other references: SELECT DISTINCT patn FROM Oref WHERE other_reference IN
(SELECT other reference FROM COVERED OTHERJREFERENCES) AND patn IN
(SELECT patn FROM COVERED PATENTS)
These patents having shared references are added to the set of correlated patents.
The set of correlated patents now contains patents from the covered classes having at
least one reference of either "backwards," "forward," or "shared" references.
Using this intermediate set of correlated patents, all the distinct assignees are
determined at step 614. At step 616, the number of forward and backwards references
between the patents in the source patent portfolio and the patents in the covered classes
will be determined for each assignee. At step 618, the number of times a reference is
shared between patents in the source patent portfolio with the patents in the covered
classes will be determined on an assignee basis.
Finally, at step 620, each distinct assignee will eventually be organized according
to a ranking criteria that will help provide meaning into the relationship of the assignee
with respect to the source patent portfolio. One way this can be done is to simply
tabulate the total number of references (backwards, forwards, and shared) between the
patents in the source patent portfolio and the patents in the covered classes.
Below are a set of SQL statements in the example environement that organize and
rank the assignees appearing in the set of correlated patents. By adding the results for each particular count value together, and then re-ranking or reordering the assignees
based total references, a ranked ordering of assignees having very similar technology to
the source patent portfolio results.
For "backwards" references:
SELECT COUNT(pat_reference) AS backward ref count, assignee name FROM Pref WHERE patn IN
(SELECT patn
FROM COVERED PATENTS) AND patn IN
(SELECT pat_references
FROM UPR) GROUP BY assignee name ORDER BY backward_ref_count
This could give results according to Table 5 below:
Figure imgf000040_0001
TABLE 5 For "forward" references:
SELECT COUNT(pat_reference) AS forward_ref_count, assignee_name FROM Pref WHERE patn IN
(SELECT patn
FROM PORTFOLIO) AND patn IN
(SELECT pat_references
FROM COVEREDJ-JPR) GROUP BY assignee name ORDER BY forward ref count
This could give results according to Table 6 below:
Figure imgf000041_0001
TABLE 6 For "shared" references, joining the following two statements (one for patent
references and the other for other references):
SELECT COUNT(pat_reference) AS shared ref count, assignee_name FROM Patents WHERE patn IN
(SELECT patn
FROM COVERED_PATENTS) AND pat reference IN
(SELECT pat_reference
FROM COVERED PATENT REFERENCES) GROUP BY assignee_name ORDER BY shared ref count
SELECT COUNT(other reference) AS shared_ref_count, assignee name FROM Patents WHERE patn IN
(SELECT patn
FROM COVERED PATENTS) AND other_reference IN (SELECT other_reference
FROM COVERED OTHER REFERENCES) GROUP BY assignee name ORDER BY shared ref count
This could give results according to Table 7 below:
Figure imgf000042_0001
Figure imgf000043_0001
TABLE 7
Combining the individual results (or using an appropriate SQL statement or
statements) would give the total ranked results as shown below in Table 8:
Figure imgf000043_0002
TABLE 8 Looking only at the total to report back, Table 9 below would indicate that
assignee LMN would have the most related technology based on the total number of
references:
Figure imgf000044_0001
TABLE 9
By weighting the shared references value by a factor of 5x, a different
organization of assignees will result. This would be useful in the case where sharing
references more highly indicates that the technology covered by the two sharing patents is
more similar. This is given by Tables 10 and 1 1 , respectively, shown below.
Figure imgf000045_0001
TABLE 10
Looking only at the total to report back, Table 9 below would indicate that
assignee LMN would have the most related technology based on the total number of
references:
Figure imgf000045_0002
Figure imgf000046_0001
TABLE 11
Finally, at step 622, the results of the previous steps processing' that created the
ranked list of assignees related by the classes covered by the source patent portfolio is
presented to a user. In the environment of the patent data service 204, this is done by
returning the results of the SQL statements done on the relational patent data base 212 by
the data base server 210 to the web server 206. The results are formatted for the client by
the web server 206 and sent to a client browser in response to an initial request.
Those skilled in the art will see many variations that fit within the ambit of
managing and weighting the different kinds of references. For example, one form of
reference may be more heavily weighted in some fashion as shown above. Another
variation could involve other SQL code to determine multiple references per patent and
give additional weighting to those circumstances.
Referring now to Figure 7, a flow chart showing processing steps taken to create
and present a list of assignees that are likely candidates to license a source patent
portfolio is shown. Initially, at step 700 a source patent portfolio is created or identified. The various
ways a patent portfolio can be created was explained in more detail above and will be
composed of a set of patent numbers and referred to as PORTFOLIO.
At step 702, the patent references cited in the patents that are in the source patent
portfolio are added to a set of associated patents, ASSOCIATED PATENTS. The set of
associated patents will eventually contain patents indicating a technology relationship to
the source patent portfolio and may include those having forward references, backward
references, and shared references with respect to the source patent portfolio. The greater
number of these "linkages" on an assignee basis will tend to indicate similarity between
patents owned by an assignee and the source patent portfolio, and , hence, a likelihood
that a particular assignee would be a candidate for licensing.
A "backward" reference is one where a particular reference shows up on a patent
in the source patent portfolio (or other relevant group of patents) and is backwards in time
(i.e., the reference typically predates the patent citing it). A "forward" reference is a
reference to a patent in a source patent portfolio (or other relevant group of patents) and
an is forward in time (i.e., the patent that has the reference is later than the patent cited).
A "shared" reference is the same reference showing up both in a patent of the source
patent portfolio and in another patent. This other patent may also be constrained to be
part of another group, such as those in a specified set of classes (see above) or from the
body of all patents.
Initially, the set of associated patents contains those patents that are cited by a patent in the source patent portfolio. One way this can be done is shown in the following
SQL statement:
SELECT DISTINCT pat_reference
FROM Pref
WHERE patn IN
(SELECT patn FROM PORTFOLIO)
Additionally, at step 704, patents that cite any of the patents in the source patent
portfolio are determined. These are the "forward" references to the patents in the source
patent portfolio. This can be done using the following SQL statement:
SELECT DISTINCT patn FROM Pref
WHERE pat reference IN (SELECT patn FROM PORTFOLIO)
These patents are also added to the set of associated patents. Now, the set of
associate patents contains patents with forward references (i.e., those to patents in the
source patent portfolio) and backwards references (i.e., those from patents in the source
patent portfolio).
Additional patents that are directly related to the source patent portfolio could also
be added to the set of associated patents could be expanded at this point in a number of
ways. For example, patents with shared references with the source patent portfolio could
be added. At step 706, a decision point is made as to whether to expand upon the set of
associated patents should be undertaken. Expansion is taken to widen out the number of
patents contained in the set of associated patents by looking at patents related to current
set of associated patents. This is done by looking at the associated patents and treating
them the same as the source patent portfolio to find even more related patents. In other
words, the current set of associated patents can be analyzed for backward, forward, and
shared references to still other patents. These other patents are then added to the set of
associated patents so that set of associated patents expands in size and breadth. This can
be done over a number of iterations or until a specific number of patents are in the set of
associated patents or any other criteria.
If the decision is made to expand the set of associated patents at step 706, one
embodiment will add to the set of associated patents, at step 708, all patents that are cited
by any one of the patents currently in the set of associated patents (i.e., backward
references). An SQL statement that can accomplish this is given as follows:
SELECT DISTINCT pat_reference
FROM Pref
WHERE patn IN
(SELECT patn FROM ASSOCIATED PATENTS))
At step 710, we add all patents that cite any one of the patents currently in the set
of associated patents to the set of associated patents (i.e., forward references). This can
be accomplished with the following SQL statement: patent portfolio. This can be done, for example, using the following SQL statement:
SELECT DISTINCT patn FROM Pref WHERE pat_reference IN (SELECT patn FROM ASSOCIATED_PATENTS)
Note that it is desirable in some instances for the backward reference patent
should not be added into the set of associated patents until the forward reference patents
are gathered so as expand the set of associated patents equally. Note also that patents
with shared references with the current set of associated patents may also be ascertained
and added to the set of associated patents. Further, other related patents may added as
will be apparent to one skilled in the art.
The recursive querying capability of modern relational databases, such as DB2,
provide an easy mechanism to expand out the set of associated patents to many levels.
How many levels (or iterations through steps 706 - 710) will determine the size of the set
of associated patents from which assignees will be derived..
Next, at step 712, the assignees contained in the set of associated patents is
determined as RAW ASSIGNEES. An example SQL statement to achieve this would
be:
SELECT DISTINCT assignee name FROM Patents WHERE patn IN
(SELECT patn
FROM ASSOCIATED PATENTS) The assignees who have already been licensed are removed from the list of "raw"
assignees at step 714 and are seen as potential licensees. One way this can be done is
through the SQL statement below that presumes storing licensing information on a per
patent basis and builds upon the statement above:
SELECT DISTINCT assignee name FROM Patents WHERE patn IN (SELECT patn
FROM ASSOCIATED_PATENTS) AND licensee flag != 'Y'
Those skilled in the art will recognize that a list of licensed assignees (either by
name or PTO number) could be compiled and then subtracted from the list of "raw"
assignees.
At step 716, the potential licensees may be ranked according to numerous criteria
as has been explained previously. They can be ranked by the assignees with the most
patents in the set of associated patents or source patent portfolio, the largest number of
"references" to patents in the associated patents or source patent portfolio (e.g.,
backward, forward, and shared), a ratio based on either number references or number
patents divided by the total number of patents owned by an assignee, any of the above
with an extra weighting given to a patent with multiple references or extra weighting
given to a type of reference, etc.
Finally, at step 718, the results of the previous steps processing that created the ranked list of assignees that are potential licensees of a source patent portfolio is
presented to a user. In the environment of the patent data service 204, this is done by
returning the results of the SQL statements done on the relational patent data base 212 by
the data base server 210 to the web server 206. The results are formatted for the client by
the web server 206 and sent to a client browser in response to an initial request.
Note that elements of the various scenarios shown in Figures 4-7 can be combined
as will be apparent by those skilled in the art. For example, the principle introduced in
connection with Figure 7, steps 706-710, that broadens out the number of patents to
successive levels can be applied to the scenarios shown in Figures 4-6.
By way of example and not limitation, the expansion principle can be applied is to
the set of cited references and patents having at least one of the references in Figure 5,
steps 502-504, by taking the SHARED REFERENCE PATENTS and working with
those patents as a starting point for determining the set of cited references to expand out
to another level. The effect of this expansion is to increase the number of
SHARED REFERENCE P ATENTS yields higher quality end results in many instances
since certain assignees are better represented. The same expansion could apply to the
scenario shown in Figure 6 where the set of correlated patents is likewise expanded to
successive levels.
While the preferred embodiment of the present invention has been described in
detail, it will be understood that modification and adaptations to the embodiment(s)
shown may occur to one of skill in the art without departing from the scope of the present invention as set forth in the following claims. Thus, the scope of this invention is to be
construed according to the appended claims and not just to the specifics disclosed in the
exemplary embodiment or embodiments.
References in the claims to an element in the singular is not intended to mean
"one and only" unless explicitly so stated, but rather "one or more." All structural and
function equivalents to the elements of the above-described exemplary embodiment that
are currently known or later come to be known to those of ordinary skill in the art are
expressly incorporated herein by reference and are intended to be encompassed by the
present claims. No element, component, or method step in the present disclosure is
intended to be dedicated to the public regardless of whether the element, component, or
method step is explicitly recited in the claims. No claim element herein is to be construed
under the provisions of 35 U.S.C. § 112, sixth paragraph, unless the element is expressly
recited using the phrase "means for" or "step for."

Claims

1. A method for determining potential licensees for a source patent portfolio
composed of one or more patents where each patent has one or more references cited
thereto, the method comprising:
devising a set of associated patents wherein each patent in the set i) cites
as a reference a patent in the source patent portfolio or ii) is cited as reference by a
patent in the source patent portfolio;
processing all of the patents in the set of associated patents to determine
the assignees contained in the set;
removing from the assignees all assignees that are currently licensed; and
organizing the remaining assignees according to a ranking criteria.
2. A method as recited in claim 1 further comprising:
adding, to the set of associated patents, patents that cite as a reference
patents in the original set of associated patents or patents that are cited as a
reference by a patent in the original set of associated patents.
3. A method as recited in claim 1 further comprising:
determining a set of cited references contained in the patents of the source
patent portfolio; adding, to the set of associated patents, patents that contain at least one of
the references found in the set of cited references.
4. A method as recited in claim 1 wherein the source patent portfolio is the set of
all patents assigned to a particular assignee.
5. A method as recited in claim 1 further comprising:
presenting the organized assignees in an HTML document that can be read
by an Internet browser.
6. A method as recited in claim 1 wherein the ranking criteria is the frequency of
occurrence for each assignee in the set of associated patents.
7. A method as recited in claim 1 wherein the ranking criteria is expressed as a
ratio of the total number of patents held by an assignee to the number of patents meeting
the criteria for the assignee in the set of correlated patents.
8. A method as recited in claim 1 wherein the ranking criteria gives more weight
to assignees having patents that have commonly cited references with patents in the
source patent portfolio.
9. A method as recited in claim 1 wherein the ranking criteria gives more weight
to assignees both i) having patents that have a reference to a patent in the source patent
portfolio and ii) having patents that are cited as a reference by a patent in the source
patent portfolio.
10. A computer program product comprising:
a computer usable medium;
computer readable instructions embodied on said computer useable
medium for determining potential licensees for a source patent portfolio
composed of one or more patents where each patent has one or more references
cited thereto, the instructions directing a computer to perform the steps of:
devising a set of associated patents wherein each patent in the set i)
cites as a reference a patent in the source patent portfolio or ii) is cited as
reference by a patent in the source patent portfolio;
processing all of the patents in the set of associated patents to
determine the assignees contained in the set;
removing from the assignees all assignees that are currently
licensed; and
organizing the remaining assignees according to a ranking criteria.
11. A computer program product as recited in claim 10 further comprising the
instructions directing a computer to perform the steps of:
adding, to the set of associated patents, patents that cite as a reference
patents in the original set of associated patents or patents that are cited as a
reference by a patent in the original set of associated patents.
12. A computer program product as recited in claim 10 further comprising the
instructions directing a computer to perform the steps of:
determining a set of cited references contained in the patents of the source
patent portfolio;
adding, to the set of associated patents, patents that contain at least one of
the references found in the set of cited references.
13. A computer program product as recited in claim 10 wherein the source patent
portfolio is the set of all patents assigned to a particular assignee.
14. A computer program product as recited in claim 10 further comprising the
instructions directing a computer to perform the steps of:
presenting the organized assignees in an HTML document that can be read
by an Internet browser.
15. A computer program product as recited in claim 10 wherein the ranking
criteria is the frequency of occurrence for each assignee in the set of associated patents.
16. A computer program product as recited in claim 10 wherein the ranking
criteria is expressed as a ratio of the total number of patents held by an assignee to the
number of patents meeting the criteria for the assignee in the set of correlated patents.
17. A computer program product as recited in claim 10 wherein the ranking
criteria gives more weight to assignees having patents that have commonly cited
references with patents in the source patent portfolio.
18. A computer program product as recited in claim 10 wherein the ranking
criteria gives more weight to assignees both i) having patents that have a reference to a
patent in the source patent portfolio and ii) having patents that are cited as a reference by
a patent in the source patent portfolio.
19. A system for determining potential licensees for a source patent portfolio
composed of one or more patents where each patent has one or more references cited
thereto, the system comprising:
means for devising a set of associated patents wherein each patent in the
set i) cites as a reference a patent in the source patent portfolio or ii) is cited as reference by a patent in the source patent portfolio;
means for processing all of the patents in the set of associated patents to
determine the assignees contained in the set;
means for removing from the assignees all assignees that are currently
licensed; and
means for organizing the remaining assignees according to a ranking
criteria.
20. A system as recited in claim 19 further comprising:
means for adding, to the set of associated patents, patents that cite as a
reference patents in the original set of associated patents or patents that are cited
as a reference by a patent in the original set of associated patents.
21. A system as recited in claim 19 further comprising:
means for determining a set of cited references contained in the patents of
the source patent portfolio;
means for adding, to the set of associated patents, patents that contain at
least one of the references found in the set of cited references.
22. A system as recited in claim 19 wherein the source patent portfolio is the set
of all patents assigned to a particular assignee.
23. A system as recited in claim 19 further comprising:
means for presenting the organized assignees in an HTML document that
can be read by an Internet browser.
24. A system as recited in claim 19 wherein the ranking criteria is the frequency
of occurrence for each assignee in the set of associated patents.
25. A system as recited in claim 19 wherein the ranking criteria is expressed as a
ratio of the total number of patents held by an assignee to the number of patents meeting
the criteria for the assignee in the set of correlated patents.
26. A system as recited in claim 19 wherein the ranking criteria gives more
weight to assignees having patents that have commonly cited references with patents in
the source patent portfolio.
27. A system as recited in claim 19 wherein the ranking criteria gives more
weight to assignees both i) having patents that have a reference to a patent in the source
patent portfolio and ii) having patents that are cited as a reference by a patent in the
source patent portfolio.
PCT/US2001/013230 2000-04-28 2001-04-25 Method, computer program product, and system for determining potential licensees of a patent portfolio WO2001084425A2 (en)

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US09/560,158 2000-04-28
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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7117443B1 (en) 2001-09-24 2006-10-03 Zilka Kevin J Network browser graphical user interface for managing web content
US7194691B1 (en) 2001-09-24 2007-03-20 Aloft Media, Llc Network browser window with adjacent identifier selector interface for storing web content
US7433884B2 (en) * 2004-09-29 2008-10-07 Chi Research, Inc. Identification of licensing targets using citation neighbor search process
US9423954B2 (en) 2010-11-30 2016-08-23 Cypress Lake Software, Inc Graphical user interface methods, systems, and computer program products
US9841878B1 (en) 2010-08-26 2017-12-12 Cypress Lake Software, Inc. Methods, systems, and computer program products for navigating between visual components
US10397639B1 (en) 2010-01-29 2019-08-27 Sitting Man, Llc Hot key systems and methods

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DE10312278A1 (en) 2003-03-19 2004-09-30 Röhm GmbH & Co. KG Process for the separation of transition metals from polymers
DE102010031314A1 (en) 2010-07-14 2012-01-19 Evonik Röhm Gmbh Sulfur-free removal of transition metal catalysts

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7117443B1 (en) 2001-09-24 2006-10-03 Zilka Kevin J Network browser graphical user interface for managing web content
US7194691B1 (en) 2001-09-24 2007-03-20 Aloft Media, Llc Network browser window with adjacent identifier selector interface for storing web content
US7433884B2 (en) * 2004-09-29 2008-10-07 Chi Research, Inc. Identification of licensing targets using citation neighbor search process
US10397639B1 (en) 2010-01-29 2019-08-27 Sitting Man, Llc Hot key systems and methods
US11089353B1 (en) 2010-01-29 2021-08-10 American Inventor Tech, Llc Hot key systems and methods
US9841878B1 (en) 2010-08-26 2017-12-12 Cypress Lake Software, Inc. Methods, systems, and computer program products for navigating between visual components
US10338779B1 (en) 2010-08-26 2019-07-02 Cypress Lake Software, Inc Methods, systems, and computer program products for navigating between visual components
US10496254B1 (en) 2010-08-26 2019-12-03 Cypress Lake Software, Inc. Navigation methods, systems, and computer program products
US9423954B2 (en) 2010-11-30 2016-08-23 Cypress Lake Software, Inc Graphical user interface methods, systems, and computer program products
US9823838B2 (en) 2010-11-30 2017-11-21 Cypress Lake Software, Inc. Methods, systems, and computer program products for binding attributes between visual components
US9870145B2 (en) 2010-11-30 2018-01-16 Cypress Lake Software, Inc. Multiple-application mobile device methods, systems, and computer program products
US10437443B1 (en) 2010-11-30 2019-10-08 Cypress Lake Software, Inc. Multiple-application mobile device methods, systems, and computer program products

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AU2001257225A1 (en) 2001-11-12
WO2001084424A2 (en) 2001-11-08
WO2001084426A2 (en) 2001-11-08

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