Method for discovering problem resolutions in a free form computer helpdesk data set
First Claim
Patent Images
1. A method for discovering problem resolutions in a helpdesk data set of problem tickets comprising:
- topically mining problem tickets from said helpdesk data set;
counting diagnostic phrases in each of said problem tickets;
counting corrective actions in each of said problem tickets;
counting instructive phrases in each of said problem tickets;
counting matching structured fields in each of said problem tickets; and
ranking the ability of said problem tickets to resolve problems based on a total of said diagnostic phrases, said corrective actions, said instructive phrases, and said matching, structured fields for each of said problem tickets.
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Abstract
A method and structure for discovering problem resolution in a helpdesk data set of problem tickets is based on using an enumerated set of phrases that have been identified as indicating diagnosis, instruction, or corrective action. A count of these phrases is then obtained and used along with any accompanying structured information to score each problem ticket. The tickets are then sorted so that the most useful problem tickets appear first.
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Citations
28 Claims
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1. A method for discovering problem resolutions in a helpdesk data set of problem tickets comprising:
-
topically mining problem tickets from said helpdesk data set;
counting diagnostic phrases in each of said problem tickets;
counting corrective actions in each of said problem tickets;
counting instructive phrases in each of said problem tickets;
counting matching structured fields in each of said problem tickets; and
ranking the ability of said problem tickets to resolve problems based on a total of said diagnostic phrases, said corrective actions, said instructive phrases, and said matching, structured fields for each of said problem tickets. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A method for discovering problem resolutions in a helpdesk data set comprising:
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topically mining problem tickets from said helpdesk data set;
mining said problem tickets for words that indicate a problem was resolved; and
ranking the ability of said problem tickets to solve problems based on a number of diagnostic phrases, corrective actions, instructive phrases, and matching structured fields that occur within each of said problem tickets. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16, 17, 18)
counting diagnostic phrases in each of said problem tickets;
counting corrective actions in each of said problem tickets;
counting instructive phrases in each of said problem tickets; and
counting matching structured fields in each of said problem tickets.
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11. The method in claim 10, wherein said ranking is based on a total of said diagnostic phrases, said corrective actions, said instructive phrases, and said matching structured fields for each of said problem tickets.
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12. The method in claim 10, wherein said diagnostic phrase is one which indicates that a helpdesk operator or a user took some action to gather more information about a cause of said user'"'"'s problem.
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13. The method in claim 12, wherein said diagnostic phrases comprise:
- “
tried to”
, “
attempted to”
, “
looks like”
, “
caused by”
, “
it worked”
, “
it would not”
, “
it continues to”
, “
it stops”
, “
it did not”
, “
it died”
, and “
it is frozen”
.
- “
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14. The method in claim 10, wherein said corrective action comprises at least one verb commonly used in a description of a solution to a user'"'"'s problem.
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15. The method in claim 14, wherein said corrective actions comprise:
- “
disabled”
, “
edited”
, “
deleted”
, “
changed”
, “
booted”
, “
adjusted”
, “
selected”
, “
assigned”
, “
modified”
, “
informed”
, “
established”
, “
attached”
, “
removed”
, “
exported”
, “
assisted”
, “
checked”
, “
found”
, “
suggested”
, and “
determined”
.
- “
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16. The method in claim 10, wherein said instructive phrase comprises a phrase commonly used by helpdesk operators when beginning an explanation of a cause of a problem and/or a solution to said problem.
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17. The method in claim 16, wherein said instructive phrases comprise:
- “
told him”
, “
told her”
, “
told client”
, “
told customer”
, “
told cust”
, “
told user”
, “
told the client”
, “
told the user”
, “
had client”
, “
had user”
, “
had him”
, “
had customer”
, “
had the client”
, “
had the user”
, “
had the customer”
, “
had cust”
, and “
recommended”
.
- “
-
18. The method in claim 10, wherein said matching structured fields are indicative of problem resolution usability.
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19. A program storage device readable by machine, tangibly embodying a program of instructions executable by the machine to perform a method for discovering problem resolutions in a helpdesk data set, said method comprising:
-
topically mining problem tickets from said helpdesk data set;
.mining said problem tickets for words that indicate a problem was resolved; and
ranking the ability of said problem tickets to solve problems based on a number of diagnostic phrases, corrective actions, instructive phrases, and matching structured fields that occur within each of said problem tickets. - View Dependent Claims (20, 21, 22, 23, 24, 25, 26, 27, 28)
counting diagnostic phrases in each of said problem tickets;
counting corrective actions in each of said problem tickets;
counting instructive phrases in each of said problem tickets; and
counting matching structured fields in each of said problem tickets.
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21. The program storage device in claim 20, wherein said ranking is based on a total of said diagnostic phrases, said corrective actions, said instructive phrases, and said matching structured fields for each of said problem tickets.
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22. The program storage device in claim 20, wherein said diagnostic phrase is one which indicates that a helpdesk operator or a user took some action to gather more information about a cause of said user'"'"'s problem.
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23. The program storage device in claim 22, wherein said diagnostic phrases comprise:
- “
tried to”
, “
attempted to”
, “
looks like”
, “
caused by”
, “
it worked”
, “
it would not”
, “
it continues to”
, “
it stops”
, “
it did not”
, “
it died”
, and “
it is frozen”
.
- “
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24. The program storage device in claim 20, wherein said corrective action comprises at least one verb commonly used in a description of a solution to a user'"'"'s problem.
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25. The program storage device in claim 24, wherein said corrective actions comprise:
- “
disabled”
, “
edited”
, “
deleted”
, “
changed”
, “
booted”
, “
adjusted”
, “
selected”
, “
assigned”
, “
modified”
, “
informed”
, “
established”
, “
attached”
, “
removed”
, “
exported”
, “
assisted”
, “
checked”
, “
found”
, “
suggested”
, and “
determined”
.
- “
-
26. The program storage device readable by machine, in claim 20, wherein said instructive phrase comprises a phrase commonly used by helpdesk operators when beginning an explanation of a cause of a problem and/or a solution to said problem.
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27. The program storage device in claim 26, wherein said instructive phases comprise:
- “
told him”
, “
told her”
, “
told client”
, “
told customer”
, “
told cust”
, “
told user”
, “
told the client”
, “
told the user”
, “
had client”
, “
had user”
, “
had him”
, “
had customer”
, “
had the client”
, “
had the user”
, “
had the customer”
, “
had cust”
, and “
recommended”
.
- “
-
28. The program storage device in claim 20, wherein said matching structured fields are indicative of problem resolution usability.
Specification
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Current AssigneeLenovo Singapore Pte Limited (Lenovo Group Ltd.)
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Original AssigneeInternational Business Machines Corporation
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InventorsSpangler, William Scott, Kreulen, Jeffrey Thomas, Strong, Hovey Ramond Jr.
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Primary Examiner(s)Beausoliel, Robert
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Assistant Examiner(s)MASKULINSKI, MICHAEL C
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Application NumberUS09/542,859Time in Patent Office1,708 DaysField of Search714/46, 714/57, 707/7, 379/9-2-US Class Current714/46CPC Class CodesG06Q 30/02 Marketing; Price estimation...Y10S 707/99937 Sorting
