US20160337297A1
2016-11-17
15/220,008
2016-07-26
A method and system for clarifying reply communications is provided. The method includes receiving an email comprising first data and generating a reply email including reply data associated with the email. Email reply check functionality is enabled and a first group of sentences comprising every sentence from the first data within the recent history section of the reply email is identified. A second group of sentences comprising every sentence from the reply data of the reply email is identified and the first group of sentences is validated with respect to the second group of sentences. Discrepancies between the first group of sentences with respect to the second group of sentences are determined and presented user via an alert based interface and a resulting modified reply email is generated.
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H04L51/02 » CPC further
User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail using automatic reactions or user delegation, e.g. automatic replies or chatbot-generated messages
G06K9/00 IPC
Methods or arrangements for recognising patterns
This application is a continuation application claiming priority to Ser. No. 14/225,735 filed Mar. 26, 2014 which is a divisional application claiming priority to Ser. No. 12/868,078 filed Aug. 25, 2010 now U.S. Pat. No. 8,775,530 issued Jul. 8, 2014.
The present invention relates to a method and associated system for managing communications for individuals.
Managing multiple communications between parties typically comprises an inefficient process with little flexibility. Parties are typically allowed to communicate without any regard to additional factors. Parties communicating without regard to additional factors may result in communication issues.
A first aspect of the invention provides a method comprising: receiving, by a computer processor of a computing device for a user, an email comprising first data; generating, by the computer processor in response to a command and reply data from the user, a reply email associated with the email, the reply email comprising the reply data and the first data; enabling, by the computer processor, email reply check functionality; identifying from a body and a subject section of a recent history section of the reply email, by the computer processor in response to the enabling, a first group of sentences comprising every sentence from the first data within the recent history section of the reply email; identifying from a body and a subject section of the reply email, by the computer processor in response to the enabling, a second group of sentences comprising every sentence from the reply data of the reply email; validating, by the computer processor, the first group of sentences with respect to the second group of sentences via a phrase percentage matching method; determining, by the computer processor based on results of the validating, discrepancies between the first group of sentences with respect to the second group of sentences, wherein the discrepancies comprise subject item text from the email that have not been addressed in the reply email generating, by the computer processor, an alert based interface, presenting the discrepancies; presenting, by the computer processor to the user via the alert based interface, an editing option associated with addressing the discrepancies; receiving, by the computer processor from the user, a replacement sentence associated with the first group of sentences; and generating, by the computer processor, a modified reply email, wherein the generating the modified replay email comprises replacing one of the first group of sentences with the replacement sentence.
A first aspect of the invention provides a computer program product, comprising a computer readable hardware storage device storing a computer readable program code, the computer readable program code comprising an algorithm that when executed by a computer processor of a computing device implements a method, the method comprising: receiving, by the computer processor for a user, an email comprising first data; generating, by the computer processor in response to a command and reply data from the user, a reply email associated with the email, the reply email comprising the reply data and the first data; enabling, by the computer processor, email reply check functionality; identifying from a body and a subject section of a recent history section of the reply email, by the computer processor in response to the enabling, a first group of sentences comprising every sentence from the first data within the recent history section of the reply email; identifying from a body and a subject section of the reply email, by the computer processor in response to the enabling, a second group of sentences comprising every sentence from the reply data of the reply email; validating, by the computer processor, the first group of sentences with respect to the second group of sentences via a phrase percentage matching method; determining, by the computer processor based on results of the validating, discrepancies between the first group of sentences with respect to the second group of sentences, wherein the discrepancies comprise subject item text from the email that have not been addressed in the reply email generating, by the computer processor, an alert based interface, presenting the discrepancies; presenting, by the computer processor to the user via the alert based interface, an editing option associated with addressing the discrepancies; receiving, by the computer processor from the user, a replacement sentence associated with the first group of sentences; and generating, by the computer processor, a modified reply email, wherein the generating the modified replay email comprises replacing one of the first group of sentences with the replacement sentence.
A first aspect of the invention provides a method comprising: a computing device comprising a computer processor coupled to a computer-readable memory unit, said memory unit comprising instructions that when executed by the computer processor implements a method comprising: receiving, by said computer processor for a user, an email comprising first data; generating, by the computer processor in response to a command and reply data from the user, a reply email associated with the email, the reply email comprising the reply data and the first data; enabling, by the computer processor, email reply check functionality; identifying from a body and a subject section of a recent history section of the reply email, by the computer processor in response to the enabling, a first group of sentences comprising every sentence from the first data within the recent history section of the reply email; identifying from a body and a subject section of the reply email, by the computer processor in response to the enabling, a second group of sentences comprising every sentence from the reply data of the reply email; validating, by the computer processor, the first group of sentences with respect to the second group of sentences via a phrase percentage matching method; determining, by the computer processor based on results of the validating, discrepancies between the first group of sentences with respect to the second group of sentences, wherein the discrepancies comprise subject item text from the email that have not been addressed in the reply email generating, by the computer processor, an alert based interface, presenting the discrepancies; presenting, by the computer processor to the user via the alert based interface, an editing option associated with addressing the discrepancies; receiving, by the computer processor from the user, a replacement sentence associated with the first group of sentences; and generating, by the computer processor, a modified reply email, wherein the generating the modified replay email comprises replacing one of the first group of sentences with the replacement sentence.
The present invention advantageously provides a simple method and associated system capable of managing multiple communications between parties.
FIG. 1 illustrates a system for managing communications between parties, in accordance with embodiments of the present invention.
FIGS. 2A-2D illustrate screen shots associated with implementation of a cultural communication conflict checking process enabled by the system of FIG. 1, in accordance with embodiments of the present invention.
FIGS. 3A-3C illustrate screen shots associated with implementation of performing a communication completeness checking process enabled by the system of FIG. 1, in accordance with embodiments of the present invention.
FIG. 4 illustrates an algorithm used by the system of FIG. 1 for implementing a cultural communication conflict checking process, in accordance with embodiments of the present invention.
FIG. 5 illustrates an algorithm used by the system of FIG. 1 for performing a communication completeness checking process, in accordance with embodiments of the present invention.
FIG. 6 illustrates a computer apparatus used for managing communications between parties, in accordance with embodiments of the present invention.
FIG. 1 illustrates a system 5 for managing communications between parties, in accordance with embodiments of the present invention. System 5 enables a cultural communication conflict checking process associated with email or instant messaging (IM) messages between multicultural parties. For example, a majority of companies in the world include a multicultural workforce. Therefore, workers of a company must take into account cultural differences when communicating with each other (e.g., an individual does not want to offend someone from another culture). The cultural communication conflict checking process may include:
System 5 additionally enables a communication (e.g., email, IM, etc) completeness checking process. For example, in business email communications, individuals may (mistakenly or unintentionally) fail to address all questions/clarifications/explanations raised by a sending party (e.g., resulting in a communication gap). In response, system 5 enables a process for checking a communication (e.g., email, IM, etc) to determine if all questions, clarifications, and/or explanations have been addressed.
System 5 of FIG. 1 comprises devices 8a . . . 8n connected through a network 7 to a computing system 10. Devices 8a . . . 8n may comprise any type of telecommunication devices such as, inter alia, a computer, a cellular telephone, a PDA, a laptop computer, a tablet computer, etc. Network 7 may comprise any type of network including, inter alia, a telephone network, a local area network, (LAN), a wide area network (WAN), the Internet, a wireless network, etc. Computing system 10 may comprise any type of computing system(s) including, inter alia, a computer (PC), a server computer, a database computer, a controller, etc. Computing system 10 comprises a memory system 14. Memory system 14 may comprise a single memory system. Alternatively, memory system 14 may comprise a plurality of memory systems. Memory system 14 comprises a software application 18 and a database 12.
Software application 18 enables the following implementation example with respect to performing a cultural communication conflict checking process associated with email or IM messages between multicultural parties:
The following pseudo code examples represent different cultural rules in the cultural rule database:
Example 1 comprises a rule for CountryA associated with a preference for indirect statements.
| IF RECIPIENTS IN (″CountryA″) |
| AND |
| ( | |
| E-Mail BODY / SUBJECT CONTAINS “is denied” | |
| OR | |
| E-Mail BODY / SUBJECT CONTAINS “is cancelled” | |
| OR | |
| E-Mail BODY / SUBJECT CONTAINS “is rejected” | |
| OR | |
| E-Mail BODY / SUBJECT CONTAINS “is not approved” | |
| Etc | |
| ) |
| THEN |
| ( | |
| SUGGESTED WORD / PHRASES IS “Decision has not yet been | |
| made” | |
| OR | |
| SUGGESTED WORD / PHRASES IS “Conclusion has not yet | |
| been made” | |
| Etc | |
| ) |
| AND |
MESSAGE IS “This is rude way to write in CountryA cultures”
| IF RECIPIENTS IN (″CountryB″) |
| AND |
| ( | |
| E-Mail BODY / SUBJECT CONTAINS “Decision has not yet” | |
| OR | |
| E-Mail BODY / SUBJECT CONTAINS “Conclusion has not | |
| yet” | |
| Etc | |
| ) |
| THEN |
| ( | |
| SUGGESTED WORD / PHRASES IS “is denied” | |
| OR | |
| SUGGESTED WORD / PHRASES IS “is cancelled” | |
| OR | |
| SUGGESTED WORD / PHRASES IS “is rejected” | |
| OR | |
| SUGGESTED WORD / PHRASES IS “is not approved” | |
| Etc | |
| ) |
| AND | |
Example 3 comprises a rule for CountryC associated with a preference for individual versus group orientation rules.
| IF RECIPIENTS IN (″CountryC ″) |
| AND |
| ( | |
| E-Mail BODY / SUBJECT CONTAINS “done by us” | |
| OR | |
| E-Mail BODY / SUBJECT CONTAINS “done by team” | |
| OR | |
| E-Mail BODY / SUBJECT CONTAINS “We have done” | |
| Etc | |
| ) |
| THEN |
| ( | |
| SUGGESTED WORD / PHRASES IS “done by me” | |
| OR | |
| SUGGESTED WORD / PHRASES IS “done by” <<Name of the | |
| person>> | |
| Etc | |
| ) |
| AND |
MESSAGE IS “CountryC cultures comprise people that are more interested in achievement”.
Software application 18 enables the following method with respect to performing a communication (e.g., email, IM, etc) completeness checking process:
1. Sentences comprising the terms: Thanks in advance, Keep in touch, etc.
A. Send the email despite the discrepancies.
B. Edit the email.
C. Delegate the decision to send or edit the email to another individual.
FIGS. 2A-2D illustrate screen shots associated with implementation of a cultural communication conflict checking process associated with email or IM messages between multicultural parties enabled by system 5 of FIG. 1, in accordance with embodiments of the present invention. The screen shots are based on the following implementation example associated with a preference for direct or indirect statements (i.e., in email or IM messages). In the example, individuals in countries A and B prefer direct communications, while people in countries C and D typically prefer indirect communications. When denying a request in countries A and B, a writer will typically apologize, but firmly state that request was denied. In countries C and D, that direct response may seem rude. A country C or D writer may instead write that the decision has not yet been made thereby delaying the answer with the expectation that the requester will not ask again. In country C or D this is viewed as more polite than flatly denying a request. However, in the country A or B this may give false hope to the requester and the requester may ask again.
FIG. 2A illustrates a screen shot 204 of an email to a usera in country C. The email directly rejects a submitted resume from usera.
FIG. 2B illustrates a screen shot 208 of the email to usera in country C. In screen shot 208, a software application (i.e., software application 18 of FIG. 1) detects that usera is from country C and does not prefer to receive direct answers. Therefore, response 208a has been highlighted to direct the sender to a cultural communication conflict.
FIG. 2C illustrates a screen shot 210 of the email to usera in countryC. In screen shot 210, the software application (i.e., software application 18 of FIG. 1) presents a popup box 210a with suggested replacement content. The sender may select or decline to use the suggested content.
FIG. 2D illustrates a screen shot 214 of the email to usera in countryC. In screen shot 214, the software application (i.e., software application 18 of FIG. 1) presents an alert box 214a to alert the sender that no replacement content has been selected.
FIGS. 3A-3C illustrate screen shots associated with implementation of performing a communication (e.g., email, IM, etc) completeness checking process enabled by system 5 of FIG. 1, in accordance with embodiments of the present invention.
FIG. 3A illustrates a screen shot 304 of an email to suppliers A and B. The email describes a complaint 304a associated with a product.
FIG. 3B illustrates a screen shot 308 of a reply email 308a (i.e., to complaint 304a). Reply email 308a has not addressed all issues from complaint 304a. For example:
FIG. 3C illustrates a screen shot 310 of an alert 310a to indicate un-addressed issues from complaint 304a.
FIG. 4 illustrates an algorithm used by system 5 of FIG. 1 for implementing a cultural communication conflict checking process associated with email or IM messages between multicultural parties, in accordance with embodiments of the present invention. In step 400, a computer processor (i.e., of a computing system such as, inter alia, computing system 10 of FIG. 1) receives (from a user) first user defined data. In step 404, the computer processor generates a first email comprising the first user defined data. In step 408, the computer processor retrieves (from the first email) an email address for a recipient of the first email. In step 412, the computer processor compares the email address to cultural data (i.e., associated with different countries or cultural regions). In step 414, the computer processor determines (i.e., based on results of comparing the email address to the cultural data) a cultural region associated with the recipient. In step 418, the computer processor retrieves (i.e., from the first email) content from the first email. In step 420, the computer processor compares the content to cultural rules (e.g., retrieved from a cultural rule database such as, inter alia, database 12 in FIG. 1) associated with the cultural region (i.e., determined in step 414). In step 428, the computer processor determines (i.e., based on results of comparing the content to the cultural rules) if any of the content conflicts with the cultural rules. In step 432, the computer processor performs (i.e., based on results of determining if any of the content conflicts with the cultural rules) functions associated with the first email. The functions may include notifying the user that a portion of the content conflicts with the cultural rules. The notification may include, inter alia, underlining the portion of the content, highlighting the portion of the content, changing a coloration of the portion of the content, changing a font of the portion of the content, etc. In step 434 (i.e., in response to the functions performed in step 432), the computer processor receives a user request for suggested replacement content or automatically presents suggested replacement content (i.e., to replace the portion of content).
If in step 434, the computer processor receives a user request for suggested replacement content then step 442, the computer processor performs the following steps:
If in step 434, the computer processor automatically presents suggested replacement content then step 438, the computer processor receives from the user in response to the presentation of the first suggested replacement content a command associated with the first suggested replacement content.
In step 448, the user receives a notification indicating results of step 442 or 438 and step 400 is repeated.
FIG. 5 illustrates an algorithm used by system 5 of FIG. 1 for performing a communication completeness checking process, in accordance with embodiments of the present invention. In step 500, a computer processor (i.e., of a computing system such as, inter alia, computing system 10 of FIG. 1) receives (from a user) an email that includes first data. In step 502, the computer processor generates (i.e., in response to a command and reply data from the user) a reply email associated with the email. The reply email includes the reply data and the first data. In step 504, the computer processor enables (i.e., in response to a user command) email reply check functionality for checking the reply email. In step 512, the computer processor identifies a first plurality of character strings from the first data of the reply email (i.e., all character strings of the first data of the reply email). In step 514, the computer processor identifies a second plurality of character strings from the recent history of the received email (i.e., all character strings of the recent history of the received email). The first and second character strings may be validated using any method including, inter alia, a keyword/phrase percentage matching method, a probability threshold method, a pattern matching method, an association rule method, a knowledge base method, etc. In step 518, the computer processor compares the first plurality of character strings to the second plurality of character strings. In step 522, the computer processor determines (i.e., based on results of step 518) if each character string the second plurality of character strings is associated with and in reply to a character string of the first plurality of character strings. In step 528, the computer processor (i.e., based on results of determining if each character string of the second plurality of character strings is associated with and in reply to a character string of the first plurality of character strings) performs functions associated with the reply email. The functions may include, inter alia: notifying the user that at least one character string of the second plurality of character strings is not associated with and in reply to any of the first plurality of character strings. Additionally, the user may be presented with an editing option for replacing or adding to any of the second plurality of character strings.
FIG. 6 illustrates a computer apparatus 90 (e.g., computing system 10 of FIG. 1) used for implementing a cultural communication conflict checking process or performing a communication completeness checking process, in accordance with embodiments of the present invention. The computer system 90 comprises a processor 91, an input device 92 coupled to the processor 91, an output device 93 coupled to the processor 91, and memory devices 94 and 95 each coupled to the processor 91. The input device 92 may be, inter alia, a keyboard, a software application, a mouse, etc. The output device 93 may be, inter alia, a printer, a plotter, a computer screen, a magnetic tape, a removable hard disk, a floppy disk, a software application, etc. The memory devices 94 and 95 may be, inter alia, a hard disk, a floppy disk, a magnetic tape, an optical storage such as a compact disc (CD) or a digital video disc (DVD), a dynamic random access memory (DRAM), a read-only memory (ROM), etc. The memory device 95 includes a computer code 97. The computer code 97 includes algorithms (e.g., the algorithms of FIGS. 3 and 4) for implementing a cultural communication conflict checking process or performing a communication completeness checking process. The processor 91 executes the computer code 97. The memory device 94 includes input data 96. The input data 96 includes input required by the computer code 97. The output device 93 displays output from the computer code 97. Either or both memory devices 94 and 95 (or one or more additional memory devices not shown in FIG. 6) may comprise the algorithms of FIGS. 3 and 4 and may be used as a computer usable medium (or a computer readable medium or a program storage device) having a computer readable program code embodied therein and/or having other data stored therein, wherein the computer readable program code comprises the computer code 97. Generally, a computer program product (or, alternatively, an article of manufacture) of the computer system 90 may comprise the computer usable medium (or said program storage device).
Still yet, any of the components of the present invention could be created, integrated, hosted, maintained, deployed, managed, serviced, etc. by a service provider who offers to implement a cultural communication conflict checking process or perform a communication completeness checking process. Thus the present invention discloses a process for deploying, creating, integrating, hosting, maintaining, and/or integrating computing infrastructure, comprising integrating computer-readable code into the computer system 90, wherein the code in combination with the computer system 90 is capable of performing a method for implementing a cultural communication conflict checking process or performing a communication completeness checking process. In another embodiment, the invention provides a method that performs the process steps of the invention on a subscription, advertising, and/or fee basis. That is, a service provider, such as a Solution Integrator, could offer to implement a cultural communication conflict checking process or perform a communication completeness checking process. In this case, the service provider can create, maintain, support, etc. a computer infrastructure that performs the process steps of the invention for one or more customers. In return, the service provider can receive payment from the customer(s) under a subscription and/or fee agreement and/or the service provider can receive payment from the sale of advertising content to one or more third parties.
While FIG. 6 shows the computer system 90 as a particular configuration of hardware and software, any configuration of hardware and software, as would be known to a person of ordinary skill in the art, may be utilized for the purposes stated supra in conjunction with the particular computer system 90 of FIG. 6. For example, the memory devices 94 and 95 may be portions of a single memory device rather than separate memory devices.
While embodiments of the present invention have been described herein for purposes of illustration, many modifications and changes will become apparent to those skilled in the art. Accordingly, the appended claims are intended to encompass all such modifications and changes as fall within the true spirit and scope of this invention.
1. A method comprising:
generating, by a computer processor of a computing device in response to a command and reply data from a user, a reply email associated with an email comprising first data, said reply email comprising said reply data and said first data;
identifying from a body and a subject section of a recent history section of said reply email, by said computer processor in response to said enabling, a first group of sentences comprising every sentence from said first data within said recent history section of said reply email;
identifying from a body and a subject section of a reply section the reply email, by said computer processor in response to said enabling, a second group of sentences comprising every sentence from said reply data of said reply email;
validating, by said computer processor, said first group of sentences with respect to said second group of sentences via a phrase percentage matching method;
determining, by said computer processor based on results of said validating, discrepancies between said first group of sentences with respect to said second group of sentences, wherein said discrepancies comprise subject item text from said email that have not been addressed in said reply email
generating, by said computer processor, an alert based interface, presenting said discrepancies;
presenting, by said computer processor to said user via said alert based interface, an editing option associated with addressing said discrepancies;
receiving, by said computer processor from said user, a replacement sentence associated with said first group of sentences; and
generating, by said computer processor, a modified reply email, wherein said generating said modified replay email comprises replacing one of said first group of sentences with said replacement sentence.
2. The method of claim 1, further comprising:
second validating, by said computer processor, said replacement sentence with respect to said first group of sentences via said phrase percentage matching method;
determining, by said computer processor based on results of said second validating, that said replacement sentence in reply to a sentence of said first group of sentences; and
transmitting, by said computer processor to an original composer of said email, said modified reply email.
3. The method of claim 1, further comprising:
dividing, by said computer processor in response to said enabling, said first group of sentences into first categories comprising questions and non-questions; and
dividing, by said computer processor in response to said enabling, said second group of sentences into second categories comprising questions and non-questions.
4. The method of claim 1, further comprising:
providing at least one support service for at least one of creating, integrating, hosting, maintaining, and deploying computer-readable code in said computing system, wherein the code in combination with the computing system is capable of performing: said receiving, said generating, said enabling, said identifying said first plurality of character strings, said identifying said second plurality of character strings, said comparing, said determining, and said performing.
5. A computer program product, comprising a computer readable hardware storage device storing a computer readable program code, said computer readable program code comprising an algorithm that when executed by a computer processor of a computing device implements a method, said method comprising:
generating, by said computer processor in response to a command and reply data from a user, a reply email associated with an email comprising first data, said reply email comprising said reply data and said first data;
identifying from a body and a subject section of a recent history section of said reply email, by said computer processor in response to said enabling, a first group of sentences comprising every sentence from said first data within said recent history section of said reply email;
identifying from a body and a subject section of a reply section the reply email, by said computer processor in response to said enabling, a second group of sentences comprising every sentence from said reply data of said reply email;
validating, by said computer processor, said first group of sentences with respect to said second group of sentences via a phrase percentage matching method;
determining, by said computer processor based on results of said validating comparing, discrepancies between said first group of sentences with respect to said second group of sentences, wherein said discrepancies comprise subject item text from said email that have not been addressed in said reply email
generating, by said computer processor, an alert based interface, presenting said discrepancies;
presenting, by said computer processor to said user via said alert based interface, an editing option associated with addressing said discrepancies;
receiving, by said computer processor from said user, a replacement sentence associated with said first group of sentences; and
generating, by said computer processor, a modified reply email, wherein said generating said modified replay email comprises replacing one of said first group of sentences with said replacement sentence.
6. The computer program product of claim 5, wherein said method further comprises:
second validating, by said computer processor, said replacement sentence with respect to said first group of sentences via said phrase percentage matching method;
determining, by said computer processor based on results of said second validating, that said replacement sentence in reply to a sentence of said first group of sentences; and
transmitting, by said computer processor to an original composer of said email, said modified reply email.
7. The computer program product of claim 5, wherein said method further comprises:
dividing, by said computer processor in response to said enabling, said first group of sentences into first categories comprising questions and non-questions; and
dividing, by said computer processor in response to said enabling, said second group of sentences into second categories comprising questions and non-questions.
8. A computing device comprising a computer processor coupled to a computer-readable memory unit, said memory unit comprising instructions that when executed by the computer processor implements a method comprising:
generating, by said computer processor in response to a command and reply data from a user, a reply email associated with an email comprising first data, said reply email comprising said reply data and said first data;
identifying from a body and a subject section of a recent history section of said reply email, by said computer processor in response to said enabling, a first group of sentences comprising every sentence from said first data within said recent history section of said reply email;
identifying from a body and a subject section of a reply section the reply email, by said computer processor in response to said enabling, a second group of sentences comprising every sentence from said reply data of said reply email;
validating, by said computer processor, said first group of sentences with respect to said second group of sentences via a phrase percentage matching method;
determining, by said computer processor based on results of said validating comparing, discrepancies between said first group of sentences with respect to said second group of sentences, wherein said discrepancies comprise subject item text from said email that have not been addressed in said reply email
generating, by said computer processor, an alert based interface, presenting said discrepancies;
presenting, by said computer processor to said user via said alert based interface, an editing option associated with addressing said discrepancies;
receiving, by said computer processor from said user, a replacement sentence associated with said first group of sentences; and
generating, by said computer processor, a modified reply email, wherein said generating said modified replay email comprises replacing one of said first group of sentences with said replacement sentence.
9. The computing device of claim 8, wherein said method further comprises:
second validating, by said computer processor, said replacement sentence with respect to said first group of sentences via said phrase percentage matching method;
determining, by said computer processor based on results of said second validating, that said replacement sentence in reply to a sentence of said first group of sentences; and
transmitting, by said computer processor to an original composer of said email, said modified reply email.
10. The computing device of claim 8, wherein said method further comprises:
dividing, by said computer processor in response to said enabling, said first group of sentences into first categories comprising questions and non-questions; and
dividing, by said computer processor in response to said enabling, said second group of sentences into second categories comprising questions and non-questions.